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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2023.1101271</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Genetic approaches to exploit landraces for improvement of <italic>Triticum turgidum</italic> ssp. <italic>durum</italic> in the age of climate change</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Broccanello</surname>
<given-names>Chiara</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/495305"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Bellin</surname>
<given-names>Diana</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/100749"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>DalCorso</surname>
<given-names>Giovanni</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/94754"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Furini</surname>
<given-names>Antonella</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/76066"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Taranto</surname>
<given-names>Francesca</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/523020"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Department of Biotechnology, University of Verona</institution>, <addr-line>Verona</addr-line>, <country>Italy</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Institute of Biosciences and Bioresources, (CNR-IBBR)</institution>, <addr-line>Bari</addr-line>, <country>Italy</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Nisha Singh, Gujarat Biotechnology University, India</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Sivakumar Sukumaran, The University of Queensland, Australia; Abhinandan Surgonda Patil, Agharkar Research Institute, India; Puja Srivastava, Punjab Agricultural University, India</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Chiara Broccanello, <email xlink:href="mailto:chiara.broccanello@univr.it">chiara.broccanello@univr.it</email>; Diana Bellin, <email xlink:href="mailto:diana.bellin@univr.it">diana.bellin@univr.it</email>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Plant Bioinformatics, a section of the journal Frontiers in Plant Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>27</day>
<month>01</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1101271</elocation-id>
<history>
<date date-type="received">
<day>17</day>
<month>11</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>09</day>
<month>01</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Broccanello, Bellin, DalCorso, Furini and Taranto</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Broccanello, Bellin, DalCorso, Furini and Taranto</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Addressing the challenges of climate change and durum wheat production is becoming an important driver for food and nutrition security in the Mediterranean area, where are located the major producing countries (Italy, Spain, France, Greece, Morocco, Algeria, Tunisia, Turkey, and Syria). One of the emergent strategies, to cope with durum wheat adaptation, is the exploration and exploitation of the existing genetic variability in landrace populations. In this context, this review aims to highlight the important role of durum wheat landraces as a useful genetic resource to improve the sustainability of Mediterranean agroecosystems, with a focus on adaptation to environmental stresses. We described the most recent molecular techniques and statistical approaches suitable for the identification of beneficial genes/alleles related to the most important traits in landraces and the development of molecular markers for marker-assisted selection. Finally, we outline the state of the art about landraces genetic diversity and signature of selection, already identified from these accessions, for adaptability to the environment.</p>
</abstract>
<kwd-group>
<kwd>
<italic>triticum turgidum</italic> ssp. durum</kwd>
<kwd>landraces</kwd>
<kwd>genotyping</kwd>
<kwd>breeding</kwd>
<kwd>molecular markers</kwd>
<kwd>climate change</kwd>
<kwd>abiotic stress</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="224"/>
<page-count count="20"/>
<word-count count="10970"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Durum wheat (DW) (<italic>Triticum turgidum</italic> L. ssp. <italic>durum</italic>) (Desf.) is the 10<sup>th</sup> most cultivated cereal worldwide, with a total production of about 38 million tons (<xref ref-type="bibr" rid="B195">Xynias et&#xa0;al., 2020</xref>). DW is grown primarily in the Mediterranean basin, accounting for 75% of global production, supported mainly by Italy, Spain, France, Greece, Morocco, Algeria, Tunisia, Turkey and Syria (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). In addition, outside the Mediterranean basin, the major producers are Canada, Mexico, the USA, Russia, Kazakhstan, Azerbaijan, and India (<xref ref-type="bibr" rid="B59">De Vita and Taranto, 2019</xref>; <xref ref-type="bibr" rid="B112">Mart&#xed;nez-Moreno et&#xa0;al., 2022</xref>). Although DW production constitutes only 7% of total wheat production, the rest is produced from bread wheat (<italic>Triticum aestivum</italic>), its importance for the countries of the Mediterranean basin is pivotal. DW is considered a staple food as it constitutes the dominant part of the diet for many populations in this area. The main products derived from DW include pasta, cous cous, burghul, and bakery products. Durum wheat-based products have a low glycemic index which makes them healthy products that can be recommended for low-carb diets (<xref ref-type="bibr" rid="B64">Di Pede et&#xa0;al., 2021</xref>). Furthermore, DW constitutes the main food source for 1.2 billion poor people, providing 20/50% of daily calories, 20% of protein, and is considered a strategic crop for food security. Regarding the economic importance of DW, Italy is the world&#x2019;s largest producer of pasta with over 3.36 million tons/year of pasta produced, and the leading country for exports with 1.9 million tons/year (<xref ref-type="bibr" rid="B11">Altamore et&#xa0;al., 2020</xref>). On a cultural level, DW and its ancestor wild emmer (<italic>Triticum turgidum</italic> ssp. <italic>dicoccoides</italic>) have been at the foundations of food, from the Neolithic period to the Greeks and the Roman Empire, up to the present day (<xref ref-type="bibr" rid="B111">Mart&#xed;nez-Moreno et&#xa0;al., 2020</xref>). Its cultivation and processing constitutes a cultural heritage.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Durum wheat of the major producer countries in European Union: area, production, yield and growing seasons (source: DG Agriculture and Rural Development based on Eurostat crop production annual data).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Country</th>
<th valign="middle" colspan="3" align="center">Durum wheat area (thousand hectares)</th>
<th valign="middle" colspan="3" align="center">Durum wheat production (thousand tonnes)</th>
<th valign="middle" colspan="3" align="center">Durum wheat yield (tonnes/hectare)</th>
<th valign="middle" align="center">Growing seasons</th>
</tr>
<tr>
<th valign="middle" align="left"/>
<th valign="middle" align="center">2019</th>
<th valign="middle" align="center">2020</th>
<th valign="middle" align="center">2021</th>
<th valign="middle" align="center">2019</th>
<th valign="middle" align="center">2020</th>
<th valign="middle" align="center">2021</th>
<th valign="middle" align="center">2019</th>
<th valign="middle" align="center">2020</th>
<th valign="middle" align="center">2021</th>
<th valign="middle" align="center"/>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">
<bold>EU</bold>
</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<bold>2,145</bold>
</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<bold>2,112</bold>
</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<bold>2,206</bold>
</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<bold>7,476</bold>
</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<bold>7,420</bold>
</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<bold>7,822</bold>
</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<bold>3</bold>
</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<bold>4</bold>
</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<bold>4</bold>
</td>
<td valign="middle" align="left" style="background-color:#ffffff"/>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">&#x2003;Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">1,224</td>
<td valign="middle" align="center" style="background-color:#ffffff">1,210</td>
<td valign="middle" align="center" style="background-color:#ffffff">1,229</td>
<td valign="middle" align="center" style="background-color:#ffffff">3,849</td>
<td valign="middle" align="center" style="background-color:#ffffff">3,885</td>
<td valign="middle" align="center" style="background-color:#ffffff">4,065</td>
<td valign="middle" align="center" style="background-color:#ffffff">3</td>
<td valign="middle" align="center" style="background-color:#ffffff">3</td>
<td valign="middle" align="center" style="background-color:#ffffff">3</td>
<td valign="middle" align="left" style="background-color:#ffffff">July and August</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">&#x2003;Spain</td>
<td valign="middle" align="center" style="background-color:#ffffff">267</td>
<td valign="middle" align="center" style="background-color:#ffffff">251</td>
<td valign="middle" align="center" style="background-color:#ffffff">298</td>
<td valign="middle" align="center" style="background-color:#ffffff">704</td>
<td valign="middle" align="center" style="background-color:#ffffff">787</td>
<td valign="middle" align="center" style="background-color:#ffffff">744</td>
<td valign="middle" align="center" style="background-color:#ffffff">3</td>
<td valign="middle" align="center" style="background-color:#ffffff">3</td>
<td valign="middle" align="center" style="background-color:#ffffff">2</td>
<td valign="middle" align="left" style="background-color:#ffffff">June and July</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">&#x2003;Greece</td>
<td valign="middle" align="center" style="background-color:#ffffff">254</td>
<td valign="middle" align="center" style="background-color:#ffffff">263</td>
<td valign="middle" align="center" style="background-color:#ffffff">220</td>
<td valign="middle" align="center" style="background-color:#ffffff">684</td>
<td valign="middle" align="center" style="background-color:#ffffff">794</td>
<td valign="middle" align="center" style="background-color:#ffffff">573</td>
<td valign="middle" align="center" style="background-color:#ffffff">3</td>
<td valign="middle" align="center" style="background-color:#ffffff">3</td>
<td valign="middle" align="center" style="background-color:#ffffff">3</td>
<td valign="middle" align="left" style="background-color:#ffffff">From June to August</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">&#x2003;France</td>
<td valign="middle" align="center" style="background-color:#ffffff">246</td>
<td valign="middle" align="center" style="background-color:#ffffff">252</td>
<td valign="middle" align="center" style="background-color:#ffffff">294</td>
<td valign="middle" align="center" style="background-color:#ffffff">1,566</td>
<td valign="middle" align="center" style="background-color:#ffffff">1,321</td>
<td valign="middle" align="center" style="background-color:#ffffff">1,581</td>
<td valign="middle" align="center" style="background-color:#ffffff">6</td>
<td valign="middle" align="center" style="background-color:#ffffff">5</td>
<td valign="middle" align="center" style="background-color:#ffffff">5</td>
<td valign="middle" align="left" style="background-color:#ffffff">From June to August</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">&#x2003;Slovakia</td>
<td valign="middle" align="center" style="background-color:#ffffff">44</td>
<td valign="middle" align="center" style="background-color:#ffffff">34</td>
<td valign="middle" align="center" style="background-color:#ffffff">49</td>
<td valign="middle" align="center" style="background-color:#ffffff">188</td>
<td valign="middle" align="center" style="background-color:#ffffff">174</td>
<td valign="middle" align="center" style="background-color:#ffffff">292</td>
<td valign="middle" align="center" style="background-color:#ffffff">4</td>
<td valign="middle" align="center" style="background-color:#ffffff">5</td>
<td valign="middle" align="center" style="background-color:#ffffff">6</td>
<td valign="middle" align="left" style="background-color:#ffffff">From June to August</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">&#x2003;Hungary</td>
<td valign="middle" align="center" style="background-color:#ffffff">37</td>
<td valign="middle" align="center" style="background-color:#ffffff">27</td>
<td valign="middle" align="center" style="background-color:#ffffff">30</td>
<td valign="middle" align="center" style="background-color:#ffffff">162</td>
<td valign="middle" align="center" style="background-color:#ffffff">121</td>
<td valign="middle" align="center" style="background-color:#ffffff">160</td>
<td valign="middle" align="center" style="background-color:#ffffff">4</td>
<td valign="middle" align="center" style="background-color:#ffffff">4</td>
<td valign="middle" align="center" style="background-color:#ffffff">5</td>
<td valign="middle" align="left" style="background-color:#ffffff">From June to August</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">&#x2003;Germany</td>
<td valign="middle" align="center" style="background-color:#ffffff">32</td>
<td valign="middle" align="center" style="background-color:#ffffff">34</td>
<td valign="middle" align="center" style="background-color:#ffffff">38</td>
<td valign="middle" align="center" style="background-color:#ffffff">155</td>
<td valign="middle" align="center" style="background-color:#ffffff">183</td>
<td valign="middle" align="center" style="background-color:#ffffff">207</td>
<td valign="middle" align="center" style="background-color:#ffffff">5</td>
<td valign="middle" align="center" style="background-color:#ffffff">5</td>
<td valign="middle" align="center" style="background-color:#ffffff">6</td>
<td valign="middle" align="left" style="background-color:#ffffff">From June to August</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">&#x2003;Austria</td>
<td valign="middle" align="center" style="background-color:#ffffff">17</td>
<td valign="middle" align="center" style="background-color:#ffffff">17</td>
<td valign="middle" align="center" style="background-color:#ffffff">19</td>
<td valign="middle" align="center" style="background-color:#ffffff">81</td>
<td valign="middle" align="center" style="background-color:#ffffff">79</td>
<td valign="middle" align="center" style="background-color:#ffffff">88</td>
<td valign="middle" align="center" style="background-color:#ffffff">5</td>
<td valign="middle" align="center" style="background-color:#ffffff">5</td>
<td valign="middle" align="center" style="background-color:#ffffff">5</td>
<td valign="middle" align="left" style="background-color:#ffffff">From June to August</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">
<bold>Others EU</bold>
</td>
<td valign="middle" align="center" style="background-color:#ffffff">26</td>
<td valign="middle" align="center" style="background-color:#ffffff">25</td>
<td valign="middle" align="center" style="background-color:#ffffff">29</td>
<td valign="middle" align="center" style="background-color:#ffffff">86</td>
<td valign="middle" align="center" style="background-color:#ffffff">75</td>
<td valign="middle" align="center" style="background-color:#ffffff">113</td>
<td valign="middle" align="center" style="background-color:#ffffff">n.a.</td>
<td valign="middle" align="center" style="background-color:#ffffff">n.a.</td>
<td valign="middle" align="center" style="background-color:#ffffff">n.a.</td>
<td valign="middle" align="left" style="background-color:#ffffff"/>
</tr>
</tbody>
</table>
</table-wrap>
<p>However, the on-going climate change threatens DW production and is subjecting this crop to stresses rarely experienced. In the Mediterranean area and western Europe, climate projections for the 2040-2070 interval warn that extreme drought events will become more frequent and severe due to decreased winter precipitation and increasingly dry springs (<xref ref-type="bibr" rid="B173">Spinoni et&#xa0;al., 2018</xref>). In a recent study, it was estimated that global warming may reduce the world&#x2019;s suitable areas for DW cultivation by 19% in 2050 and by 48% in 2100, with the greatest losses occurring in the Mediterranean basin which is recognized as a climate change hotspot (<xref ref-type="bibr" rid="B168">Shayanmehr et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B112">Mart&#xed;nez-Moreno et&#xa0;al., 2022</xref>). The main environmental constraints influencing the yield of DW in this area are drought, high temperatures, and salinity (<xref ref-type="bibr" rid="B59">De Vita and Taranto, 2019</xref>). These stresses, if occurring in growth stages such as flowering, pollination, and grain-filling, can strongly affect crop productivity.</p>
<p>This review aims to highlight the important role of durum wheat landraces as a useful genetic resource to improve the sustainability of Mediterranean agroecosystems, with a focus on adaptation to environmental stresses (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). We described the most recent molecular techniques and statistical approaches suitable for the identification of beneficial genes/alleles related to the most important traits in landraces and the development of molecular markers for marker-assisted selection. Finally, we outline the state of the art about landraces genetic diversity and signature of selection, already identified from these accessions, for adaptability to the environment.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Development of durum wheat over time, including the loss of the diversity through the genetic bottlenecks of domestication <bold>(A)</bold> from wild relatives to the selection of landraces and plant breeding activities <bold>(B)</bold> moving from landraces to modern cultivars <bold>(C)</bold>. The emergence of climate change <bold>(D)</bold> requires to broad the genetic basis of modern cultivars. The exploration and exploitation of genetic variability within landrace germplasm <bold>(E)</bold> coupled to -omics approaches will be useful to discover beneficial alleles <bold>(F)</bold> and develop new modern cultivars best adapted to environmental changes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1101271-g001.tif"/>
</fig>
</sec>
<sec id="s2">
<title>Durum wheat cultivation: An historical overview</title>
<p>Durum wheat (tetraploid, genome AABB, 2n=4x=48) is a cereal grain evolved from the tetraploid domesticated emmer wheat <italic>Triticum turgidum</italic> ssp. <italic>dicoccum</italic> (Schrank ex Sch&#xfc;bl.) Thell (<xref ref-type="bibr" rid="B133">&#xd6;zkan et&#xa0;al., 2002</xref>). Domestication of wild emmer (<italic>Triticum turgidum</italic> L. ssp. <italic>dicoccoides</italic>) occurred in the Fertile Crescent (Israel, Jordan, Lebanon, Syria, south-eastern Turkey, northern Iraq, and western Iran) about 8000 years BCE (Before Common Era) from limited founder lineages (<xref ref-type="bibr" rid="B133">&#xd6;zkan et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B192">Wang et&#xa0;al., 2022</xref>). Emmer wheat has been the main cereal together with einkorn and barley during the Neolithic period and the Bronze age. Then, it was progressively replaced by the tetraploid naked DW, spread by land through the Balkans and the maritime routes to the Mediterranean regions of Southern Italy, France, Spain, and Greece (<xref ref-type="bibr" rid="B111">Mart&#xed;nez-Moreno et&#xa0;al., 2020</xref>). Finally, DW became a prominent crop at about 300 BCE during the Hellenistic period. DW was commonly cultivated in the Roman Republic where the writers started to call it <italic>Triticum</italic> in Latin. Later, the early Islamic world and then the Arab empire further promoted the spread of the cultivation of DW through the Mediterranean areas by introducing several food types based on semolina (dry pasta and couscous). Until 1950-1955 most of the DW Mediterranean areas were cultivated with DW landraces, local accessions adapted to their place of origin (<xref ref-type="bibr" rid="B111">Mart&#xed;nez-Moreno et&#xa0;al., 2020</xref>). However, the first breeding activities were started in Italy in the early 1900s, resulting in the release of the most renowned cultivar Senatore Cappelli in 1915, by the breeder Nazareno Strampelli (<xref ref-type="bibr" rid="B160">Scarascia Mugnozza, 2005</xref>). Since then, the cv. Senatore Cappelli appeared in the pedigree of almost all new DW varieties due to its repeated use in DW programs until the end of the 1960s (<xref ref-type="bibr" rid="B98">Laid&#xf2; et&#xa0;al., 2013</xref>). Afterward, the introduction of the law n. 580/67 for Pasta Pureness gave the impulse to start the development of private seed companies and international research centers, such as CIMMYT and ICARDA. In particular, the development of the CIMMYT-derived semi-dwarf wheat varieties led to the Green Revolution in several countries. During the period between 1960&#x2019;-90&#x2019;, breeding activities coupled with mutagenesis generated new genetic variability (<xref ref-type="bibr" rid="B195">Xynias et&#xa0;al., 2020</xref>) and efforts were made to release every year improved varieties with high yield potential and other interesting traits. Such more productive cultivars were preferred for cultivation over large areas. Therefore, the multitude of DW landraces planted for centuries was progressively replaced. This replacement has led to an important erosion of the environmental adaptation traits evolved during the years by the landraces.</p>
</sec>
<sec id="s3">
<title>Environmental challenges for durum wheat cultivation</title>
<p>The climate characteristics of the Mediterranean region have played a significant role in shaping the phenotypic (and the genotypic) configuration of both DW wild relatives and cultivated varieties. This basin is characterized by hot and dry summers, followed by cold and wet winters. Climate change, particularly important in the last decades, points to an increased variability, in which drought events, often coupled with heat waves, can hamper growth and development, eventually affecting crop yield. For example, yield is reduced of about 5% per Celsius degree of increase in temperature, with a gross loss reaching 24% under a growth temperature of 31&#xb0;C during flowering (<xref ref-type="bibr" rid="B1018">Liu et&#xa0;al., 2016</xref>). Clearly, the negative effect of the abiotic stress depends on its duration and the phenological phase of the plant. For instance, sudden and extremely high temperature (T &gt; 32&#xb0;C) for a short duration (3 to 5 days) is referred to as a <italic>heat shock</italic>, while moderately high maximum temperature (20 to 30&#xb0;C) for a longer duration is known as <italic>chronic heat stress</italic> (<xref ref-type="bibr" rid="B102">Li et&#xa0;al., 2013</xref>). In DW, the most sensitive stages to heat stress are anthesis and grain filling (<xref ref-type="bibr" rid="B43">Chaparro-Encinas et&#xa0;al., 2021</xref>). Heat stress alters membrane fluidity and enzyme activity which in turn hamper respiration and photosynthesis, and related processes (e.g. electron flow and carbon fixation metabolism, starch accumulation and stability, architecture and functioning of thylakoids), as well as water assimilation and nutrient absorption and allocation in the plant body. After phase transition, this results in compromised pollen viability, aberrant macrosporogenesis, starch synthesis, and grain filling, responsible for the reduction in yield. Reduced water availability, due to both erratic or deficient rainfall and limited irrigation, worsens the negative effect of heat stress, hindering grain yield (in terms of seed number and weight) and technological quality and protein composition (<xref ref-type="bibr" rid="B1009">Flagella et&#xa0;al., 2010</xref>). Drought stress is induced also by soil physical characteristics, which significantly affect water holding capacity and supply, influencing water and nutrient absorption by roots. Plants respond to drought and heat stress by enacting similar physiological mechanisms. Transcriptome analysis of heat susceptible and tolerant wheat revealed the involvement of multiple processes associated with tolerance to heat shock and drought stress, including the formation of deeper roots, synthesis of heat shock proteins, stomatal control, coordination of transpiration rate, and enhancement of osmoprotective response (<xref ref-type="bibr" rid="B96">Kulkarni et&#xa0;al., 2017</xref>). Also, the use of genome wide mapping approaches is providing abundant information about genomic regions associated to heat tolerance (<xref ref-type="bibr" rid="B176">Sukumaran et&#xa0;al., 2018</xref>).</p>
<p>Soil geo-biochemistry, geographical localization (sea proximity, with seawater intrusion into freshwater aquifers), and events of rising groundwater table can increase the amount of salts in soils. Moreover, anthropogenic activities, such as inappropriate irrigation and drainage practices or irrigation with brackish water, determine salt accumulation in the soil surface or within the solum, causing salinity stress in plants (<xref ref-type="bibr" rid="B16">Annunziata et&#xa0;al., 2017</xref>). Soil salinity is usually referred to the increased amount of Na<sup>+</sup>/Cl<sup>&#xaf;</sup> in the soil upper layer, but a variety of ions, mainly K<sup>+</sup>, Ca<sup>2+</sup>, Mg<sup>2+</sup>, and <inline-formula>
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</inline-formula>, can also accumulate. On one hand, salinity leads to permanent modifications of the soil structure by decreasing soil aeration, leaching, and infiltration rate, and increasing runoff and soil erosion (<xref ref-type="bibr" rid="B66">Edelstein et&#xa0;al., 2010</xref>). On the other hand, salinity affects plant physiology and growth. Stress effects harbored by salinity are usually due to both (<italic>i</italic>) cell toxicity of the accumulated ions, which often results in nutrient imbalance and enhanced oxidative stress, and (<italic>ii</italic>) osmotic stress, due to the extremely low water potential of soil along with a reduction in water assimilation. Therefore, cellular, and metabolic processes involved to counteract salt stress are comparable to those induced by drought (<xref ref-type="bibr" rid="B125">Munns et&#xa0;al., 2006</xref>). Interestingly, DW is conventionally considered a tolerant crop enduring up to 5.9 dS/m (<xref ref-type="bibr" rid="B57">De Santis et&#xa0;al., 2021</xref>). In field conditions with 10 dS/m NaCl, DW produced a reduced yield, compared with rice that died before maturity (<xref ref-type="bibr" rid="B125">Munns et&#xa0;al., 2006</xref>). Lower level of salinity reduces the leaf area and shoot biomass, while grain yield is not affected. Tolerance to salinity is associated with low rate of Na<sup>+</sup> root-to-shoot transport and higher selectivity for K<sup>+</sup> than for Na<sup>+</sup>. Indeed, a correlation between grain yield and Na<sup>+</sup> exclusion from the vegetative organs, together with the enhanced K<sup>+</sup>/Na<sup>+</sup> discrimination in root absorption and xylem loading has been identified in tolerant genotypes (<xref ref-type="bibr" rid="B124">Munns et&#xa0;al., 2000</xref>), which confirmed xylem transport, as one of the main discriminants between sensitive and tolerant species (<xref ref-type="bibr" rid="B54">Davenport et&#xa0;al., 2005</xref>). Tolerance to salinity is a quantitative trait controlled by many genes. Moreover, it appears that the expression of genes responsible for salt tolerance depends on plant age and ontogeny. Also, environmental factors contribute to the large phenotypic variation reported, enhancing the difficulty of breeding programs aimed to improve salt tolerance (<xref ref-type="bibr" rid="B57">De Santis et&#xa0;al., 2021</xref>). In wheat, a QTL mapping approach has identified the locus Nax1 (involved in limiting Na<sup>+</sup> translocation to the above-ground tissues and inducing salt tolerance), mapped to the long arm of chromosome 2A, responsible for almost 38% of phenotypic variation in low Na accumulation in the mapping population, and this locus, together with closely linked markers, are commonly adopted to select salt tolerant durum genotypes (<xref ref-type="bibr" rid="B1017">Lindsay et&#xa0;al., 2004</xref>). Other characteristics of salt-tolerant genotypes include differential ion partitioning between aged and young leaves, cell osmotic adjustment contrasting osmotic stress, and early phase-transition, leading to a shorter growing season (<xref ref-type="bibr" rid="B49">Colmer et&#xa0;al., 2005</xref>).</p>
<p>Drought, heat, and salt stress, being linked to each other, induce the generation of reactive oxygen species (ROS), including hydrogen peroxide, superoxide, or hydroxyl radicals, which are continuously formed mainly in the cytosol, chloroplasts, and mitochondria (<xref ref-type="bibr" rid="B100">Laus et&#xa0;al., 2022</xref>). ROS have a significant role in signaling but, under stress conditions, their over-accumulation may be responsible for the oxidative stress characterized by membrane peroxidation, protein degradation, and DNA mutation, eventually leading to the death of the plant cell. Plant cells are usually equipped with a great variety of ROS scavenging enzymes including superoxide dismutase, catalase, and glutathione peroxidase, and antioxidants, such as ascorbic acid, tocopherol or glutathione, which also contribute to ROS detoxification (<xref ref-type="bibr" rid="B65">Dvorak et&#xa0;al., 2021</xref>). Interestingly, the tolerance of DW genotypes to environmental stresses leading to ROS production has been widely associated with higher activities of scavenging enzymes, pointing to a role of these mechanisms in the drought and salt tolerance in particular genotypes (<xref ref-type="bibr" rid="B100">Laus et&#xa0;al., 2022</xref>). Therefore, they are a good candidate to be considered in DW breeding programs. Anyway, it should be stressed that as the DW sensitivity to stress is influenced by the phenology, also the antioxidant performance depends on the stress characteristics (severity and duration), on the stage of development at which the stress acts, and on the plant organs targeted. Finally, (as shown by the increasing literature on the topic, <xref ref-type="bibr" rid="B102">Li et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B57">De Santis et&#xa0;al., 2021</xref>), breeding programs should also keep the attention on the stress effect on quality traits of DW grains. Indeed, changes in grain content and composition, affecting technological and health quality (e.g. protein, starch and dietary fiber accumulation and composition, phytochemical, and health-related micronutrient accumulation), are incredibly susceptible to environmental clues and stress and must be taken into account when implementing the breeding programs.</p>
</sec>
<sec id="s4">
<title>Durum wheat landraces: An endless treasure</title>
<p>Many efforts are made by researchers and breeders to constantly look for new sources of genetic variability to improve the elite varieties for adaptation traits, to face climate change. The exploitation of the existing genetic variability, still available in landraces, is one of the best approaches to adopt. According to <xref ref-type="bibr" rid="B38">Camacho Villa et&#xa0;al. (2005)</xref>, a landrace is &#x201c;a dynamic population of a cultivated plant that has a historical origin, distinct identity, and lacks formal crop improvement, as well as often being genetically diverse, locally adapted, and associated with traditional farming systems&#x201d;. It is the result of natural and/or farmer-mediated evolutionary forces that generated plants better adapted to the local climate/environmental conditions (<xref ref-type="bibr" rid="B199">Zeven, 1999</xref>).</p>
<p>They are considered a reservoir of useful alleles that can be exploited to broaden the genetic basis of important adaptation traits. Landraces are rich in micronutrients and have high concentrations in total phenol and antioxidant content, as well as in tocols, carotenoids, and lutein (<xref ref-type="bibr" rid="B24">Azeez et&#xa0;al., 2018</xref>). Since the landraces can tolerate abiotic and biotic stresses, their yield is lower than modern varieties (<xref ref-type="bibr" rid="B179">Tan, 2002</xref>). For this reason, landraces are no longer cultivated over large areas where the more productive cultivars are preferred. Anyhow, several landraces have been rediscovered and reused thanks to their adaptation to sustainable and low-input cropping systems. They produce a great amount of straw, which, when used for animals, can make them economically more convenient than modern varieties, or preferable for organic farming because of their greater competitive ability against weeds (<xref ref-type="bibr" rid="B101">Lemerle et&#xa0;al., 2001</xref>; <xref ref-type="bibr" rid="B14">Annicchiarico et&#xa0;al., 2005</xref>).</p>
<p>Indeed, thanks to the efforts of farmers and scientists, wheat landraces and old cultivars have been collected and conserved by <italic>in-situ</italic> or ex-situ strategies. The <italic>in-situ</italic> strategy relies on individual farmers who traditionally cultivate landraces for their production or are sponsored by the government or private companies. The ex-situ conservation is managed by international institutions such as CIMMYT, ICARDA, and USDA or by national projects led by local universities (<xref ref-type="bibr" rid="B1">Adhikari et&#xa0;al., 2022</xref>). With the advance of modern technologies, phenotyping and genotyping are extremely affordable, and the landraces can be studied both for their conservation and for molecular markers development (<xref ref-type="bibr" rid="B128">Nazco et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B108">Marone et&#xa0;al., 2021</xref>). The exploration of genetic variability in landrace germplasm has become an issue of great global interest, mainly during the last two decades. <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref> shows how the number of publications related both to &#x201c;plant breeding&#x201d; and &#x201c;landraces&#x201d;, and &#x201c;plant breeding&#x201d; and &#x201c;climate change&#x201d;, have had a strong increase since 2005, when &#x201c;The 2005 United Nations Climate Change Conference&#x201d; took place and marked the entry into force of the Kyoto Protocol. From 2005 to 2021 the number of publications related to the plant breeding strategies, to cope with climate change, has grown exponentially. Also for &#x201c;durum wheat&#x201d; and &#x201c;landraces&#x201d;, it can be noted a similar trend, although the number of publications is scarce. Some works aimed to characterize specific DW landraces are reported in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>, which includes a list of the most important European landraces specially studied both for stresses and quality related traits.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Number of publications in which climate change, landraces, and durum wheat are associated to plant breeding. The scale of the primary vertical axis shows the values for the associated data series in green: complete query = (&#x201c;plant breeding&#x201d; AND &#x201c;climate change&#x201d;) and red: complete query = (&#x201c;plant breeding&#x201d; AND &#x201c;landraces&#x201d;); the scale of the secondary vertical axis shows the values for the associated data series in blue: (&#x201c;plant breeding&#x201d; AND &#x201c;landraces&#x201d; AND &#x201c;durum wheat&#x201d;). The analysis is based on the information available in the Web of Science database (<uri xlink:href="http://www.webofknowledge.com">www.webofknowledge.com</uri>), category &#x201c;Plant science&#x201d;, considering the time interval of 1990&#x2013;2021. Different keywords (i.e., &#x201c;plant breeding&#x201d;, &#x201c;landraces&#x201d;, &#x201c;climate change&#x201d; and &#x201c;durum wheat&#x201d;) and Boolean operators were used to query the database.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1101271-g002.tif"/>
</fig>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>List of the most important durum wheat landraces.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Country</th>
<th valign="middle" align="center">Common name/Accession</th>
<th valign="middle" align="center">Trait</th>
<th valign="middle" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Tumminia SG3</td>
<td valign="bottom" align="center" style="background-color:#ffffff">polyphenols profile and content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Lo <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Scavuzza</td>
<td valign="bottom" align="center" style="background-color:#ffffff">polyphenols profile and content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Lo <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Russello SG8</td>
<td valign="bottom" align="center" style="background-color:#ffffff">polyphenols profile and content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Lo <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Ruscia</td>
<td valign="bottom" align="center" style="background-color:#ffffff">polyphenols profile and content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Lo <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Manto di Maria</td>
<td valign="bottom" align="center" style="background-color:#ffffff">polyphenols profile and content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Lo <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Margherito</td>
<td valign="bottom" align="center" style="background-color:#ffffff">polyphenols profile and content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Lo <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Biancuccia</td>
<td valign="bottom" align="center" style="background-color:#ffffff">polyphenols profile and content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Lo <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Bid&#xec;</td>
<td valign="bottom" align="center" style="background-color:#ffffff">suitable characteristics for malting and brewing</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B5">Alfeo et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Francesa</td>
<td valign="bottom" align="center" style="background-color:#ffffff">suitable characteristics for malting and brewing</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B5">Alfeo et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Gioia</td>
<td valign="bottom" align="center" style="background-color:#ffffff">suitable characteristics for malting and brewing</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B5">Alfeo et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Giustalisa</td>
<td valign="bottom" align="center" style="background-color:#ffffff">suitable characteristics for malting and brewing</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B5">Alfeo et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Inglesa</td>
<td valign="bottom" align="center" style="background-color:#ffffff">suitable characteristics for malting and brewing</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B5">Alfeo et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Martinella</td>
<td valign="bottom" align="center" style="background-color:#ffffff">suitable characteristics for malting and brewing</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B5">Alfeo et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Bufala Bianca</td>
<td valign="bottom" align="center" style="background-color:#ffffff">malt charaterisrics suitable for brewing</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B6">Alfeo et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Bufala nera corta</td>
<td valign="bottom" align="center" style="background-color:#ffffff">malt charaterisrics suitable for brewing</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B6">Alfeo et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Bufala rossa lunga</td>
<td valign="bottom" align="center" style="background-color:#ffffff">malt charaterisrics suitable for brewing</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B6">Alfeo et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Russello</td>
<td valign="bottom" align="center" style="background-color:#ffffff">high content of antioxidant phenolic compounds</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B189">Visioli et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Trentino</td>
<td valign="bottom" align="center" style="background-color:#ffffff">suitable characteristics for malting and brewing; polyphenols profile and content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B5">Alfeo et&#xa0;al., 2018</xref>; Lo <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Tripolino</td>
<td valign="bottom" align="center" style="background-color:#ffffff">polyphenols profile and content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B5">Alfeo et&#xa0;al., 2018</xref>; Lo <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Urria</td>
<td valign="bottom" align="center" style="background-color:#ffffff">polyphenols profile and content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B5">Alfeo et&#xa0;al., 2018</xref>; Lo <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Italy</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Timilia</td>
<td valign="bottom" align="center" style="background-color:#ffffff">high content of antioxidant phenolic compounds</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B184">Taranto et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Portugal</td>
<td valign="bottom" align="center" style="background-color:#ffffff">PI 192051</td>
<td valign="bottom" align="center" style="background-color:#ffffff">stem rust resistance sources</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B20">Aoun et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Portugal</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Aus26582</td>
<td valign="bottom" align="center" style="background-color:#ffffff">leaf rust resistance</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B140">Qureshi et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Portugal</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Aus26579</td>
<td valign="bottom" align="center" style="background-color:#ffffff">leaf rust resistance</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B140">Qureshi et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Cyprus</td>
<td valign="bottom" align="center" style="background-color:#ffffff">IG-82549</td>
<td valign="bottom" align="center" style="background-color:#ffffff">glutenin protein composition</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B121">Moragues et&#xa0;al., 2006</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Portugal</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Lobeiro de Grao Escuro</td>
<td valign="bottom" align="center" style="background-color:#ffffff">having high EU quality index and high protein quality</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B129">Nazco et&#xa0;al., 2014a</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">France</td>
<td valign="bottom" align="center" style="background-color:#ffffff">Trigo Glutinoso</td>
<td valign="bottom" align="center" style="background-color:#ffffff">having high EU quality index and a high sedimentation index</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B130">Nazco et&#xa0;al., 2014b</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Spain</td>
<td valign="bottom" align="center" style="background-color:#ffffff">BGE-013614</td>
<td valign="bottom" align="center" style="background-color:#ffffff">glutenin protein composition</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B121">Moragues et&#xa0;al., 2006</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Spain</td>
<td valign="bottom" align="center" style="background-color:#ffffff">BGE018675</td>
<td valign="bottom" align="center" style="background-color:#ffffff">higher zeaxanthin relative content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B144">Requena-Ram&#xed;rez et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Spain</td>
<td valign="bottom" align="center" style="background-color:#ffffff">BGE045643</td>
<td valign="bottom" align="center" style="background-color:#ffffff">higher zeaxanthin relative content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B144">Requena-Ram&#xed;rez et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Spain</td>
<td valign="bottom" align="center" style="background-color:#ffffff">BGE045657</td>
<td valign="bottom" align="center" style="background-color:#ffffff">higher zeaxanthin relative content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B144">Requena-Ram&#xed;rez et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Spain</td>
<td valign="bottom" align="center" style="background-color:#ffffff">BGE018321</td>
<td valign="bottom" align="center" style="background-color:#ffffff">higher relative &#x3b2;-carotene content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B144">Requena-Ram&#xed;rez et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Spain</td>
<td valign="bottom" align="center" style="background-color:#ffffff">BGE045628</td>
<td valign="bottom" align="center" style="background-color:#ffffff">higher relative &#x3b2;-carotene content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B144">Requena-Ram&#xed;rez et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Spain</td>
<td valign="bottom" align="center" style="background-color:#ffffff">BGE045633</td>
<td valign="bottom" align="center" style="background-color:#ffffff">higher relative &#x3b2;-carotene content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B144">Requena-Ram&#xed;rez et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="bottom" align="left" style="background-color:#ffffff">Spain</td>
<td valign="bottom" align="center" style="background-color:#ffffff">BGE030921</td>
<td valign="bottom" align="center" style="background-color:#ffffff">highest &#x3b1;-carotene content</td>
<td valign="bottom" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B144">Requena-Ram&#xed;rez et&#xa0;al., 2021</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Because of the genetically heterogeneous nature of landraces, which are in a constant state of evolution due to different factors such as ecogeographical area and conventional or modern breeding techniques (<xref ref-type="bibr" rid="B41">Casa&#xf1;as et&#xa0;al., 2017</xref>), the establishment of core collections represents an affordable cost approach to reduce the degree of co-ancestry redundancy and the genetic stratification in the landraces whole collections. The goal of creating core collections is to maximize the allelic richness at molecular markers and best represent variation at phenotypic traits, in order to define the smallest possible number of individuals that represents a more compact and manageable population. Core collections were made for Spanish, Indian, Iranian, and Israeli-Palestinian landraces (<xref ref-type="bibr" rid="B1000">Etminan et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B154">Ruiz et&#xa0;al., 2012</xref> and 2013; <xref ref-type="bibr" rid="B75">Frankin et&#xa0;al., 2021</xref>; Phogat et&#xa0;al., 2019; <xref ref-type="bibr" rid="B42">Chac&#xf3;n et&#xa0;al., 2020</xref>). In addition, a core set of landraces was developed starting from the Global Panel of Durum Wheat (GPD), reducing their number from 416 to 192 (<xref ref-type="bibr" rid="B1020">Mazzucotelli et&#xa0;al., 2020</xref> and <xref ref-type="bibr" rid="B89">Kabbaj et&#xa0;al., 2017</xref>). This approach is useful not only to represent whole genetic diversity but also to enquire and identify new sources for interesting traits. For example, SNP markers associated to resistance to leaf rust, tan spot and <italic>Stagonospora nodorum</italic> blotch were identified using the core collection created from the Watkins collection (<xref ref-type="bibr" rid="B1019">Mart&#xed;nez-Moreno et&#xa0;al., 2021</xref>, <xref ref-type="bibr" rid="B1012">Halder et&#xa0;al., 2019</xref>). Moreover, the core collections have also been used for unlocking the genetic and morpho-physiological adaptation traits to semi-arid environments (<xref ref-type="bibr" rid="B1001">Abu-Zaitoun et&#xa0;al., 2018</xref>) and to study agronomic and quality traits, such as root architecture, stem cross section, height, heading date and carotenoid content (<xref ref-type="bibr" rid="B155">Ruiz et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B21">&#xc1;vila et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B144">Requena-Ram&#xed;rez et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s5">
<title>Durum wheat genome and pangenome assemblies</title>
<p>The DW sequencing project has been carried out by <xref ref-type="bibr" rid="B106">Maccaferri et&#xa0;al. (2019)</xref> using the modern cultivar Svevo. The annotation led to the identification of 66,559 genes, where the gene density distribution reflects the QTL density distribution. The comparison between wild emmer Zavitan and Svevo genomes identified putative loci under domestication and selection, and localized the reduction in diversity mainly in the pericentromeric regions of the chromosomes (<xref ref-type="bibr" rid="B106">Maccaferri et&#xa0;al., 2019</xref>). However, in the evolution of DW landraces, the reduction of diversity was more spread along the genome as a consequence of breeding programs.</p>
<p>Resequencing techniques, such as whole genome resequencing, are not suitable for species with complex genomes, for which a reduction of genomic complexity prior to NGS-based SNP discovery is preferred (<xref ref-type="bibr" rid="B33">Borrill et&#xa0;al., 2019</xref>). In polyploid species such as DW, with a large genome size (about 10.45Gb) and a large proportion of repetitive sequences (&gt; 85%), the presence of paralogous and multi-copy sequences adds complexity in classifying the correct scoring of SNPs at a single locus for SNP discovery (<xref ref-type="bibr" rid="B158">Sandve et&#xa0;al., 2010</xref>).</p>
<p>In the last decades, the number of sequenced genomes in crop species has continued to increase exponentially, highlighting the presence of large structural variations between individuals of the same species. Therefore, relying on the single reference genome cannot represent the entire sequence diversity present in a population (<xref ref-type="bibr" rid="B79">Golicz et&#xa0;al., 2016</xref>). This observation led to the concept of &#x201c;pangenome&#x201d;, that describes the landscape of genetic variation within a species, in order to capture a comprehensive view of genetic diversity that include the entire crop gene pool (<xref ref-type="bibr" rid="B27">Bayer et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B94">Khan et&#xa0;al., 2020</xref>). In the pangenome development, it is pivotal to consider the genetic variation brought by the crop wild relatives, in order to include as much genetic variability as possible (<xref ref-type="bibr" rid="B94">Khan et&#xa0;al., 2020</xref>). In fact, wild species preserve important genes related to tolerance to various types of stress that were lost during the domestication process. The increasingly less expensive sequencing approaches have allowed to deepen the genetic architecture of the crop wild relatives leading, in the past decade, to several <italic>de novo</italic> sequencing projects developed also in crop wild relatives. In soybean, 14 cultivated and 17 wild accessions were resequenced, confirming the great allele diversity present in wild accessions (<xref ref-type="bibr" rid="B198">Zhou et&#xa0;al., 2015</xref>). In maize, 75 lines including cultivated, wild and landrace accessions were resequenced, highlighting the genes linked to selection and providing evidence for introgression from wild relatives (<xref ref-type="bibr" rid="B87">Hufford et&#xa0;al., 2012</xref>).</p>
<p>In wheat, the first pangenome has been constructed using the bread cv. Chinese Spring as suitable reference assembly, followed by the expansion of this reference with 16 additional sequences from other bread wheat varieties (Montenegro et&#xa0;al., 2017). Graph pangenomes based on 16 public assemblies (Wheat Panache) was developed with the aim to discover genome variation between cultivars and to mine the diversity present in the large and complex wheat genome (<xref ref-type="bibr" rid="B28">Bayer et&#xa0;al., 2022</xref>). However, the mathematical modeling of pangenome expansion revealed that all these wheat varieties have a closed pangenome; therefore, the inclusion of more distant accessions such as wild relatives and landraces could harbor yet unexplored sequence variants that may further increase the gene content of the pangenome. The use of divergent individuals may increase the number of novel gene variants as well as improve the accuracy of the read mapping for SNP discovery. The use of landraces can support the breeding of cultivars better adapted to diverse environments and more resilient to climate change; indeed, plant pangenome assemblies have shown that genetic variations are often associated with biotic or abiotic stress.</p>
<p>No pangenome has yet been assembled for durum wheat, although several projects are underway. Indeed, the use of Svevo genome as suitable reference may accelerate the sequencing of new durum cultivars enabling the pangenome construction. As far as is known, at the moment the only reference genome for durum wheat remains Svevo. Given the growing interest in some European landraces (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>), the release of new genome assemblies from landraces is expected in the next few years.</p>
</sec>
<sec id="s6">
<title>High-throughput genotyping techniques</title>
<sec id="s6_1">
<title>Exome and RNA sequencing</title>
<p>A widely employed method for <italic>de novo</italic> SNP discovery and genotyping in large genome-size species is the exome sequencing. The workflow involves the fragmentation of high-quality genomic DNA, repair ends, adenylation, adapter ligation, and the selective hybridization of probes for target enrichment. Then two consecutive captures of the hybridization probes ensure high specificity of target region before the sequencing step (<xref ref-type="bibr" rid="B90">Kaur and Gaikwad, 2017</xref>). Ready to use exome kits and their customization are available for many crop species such as wheat (<xref ref-type="bibr" rid="B83">Harrington et&#xa0;al., 2019</xref>). Exome sequencing techniques have been used to identify polymorphisms and genes in the tetraploid wheat genome, also in combination with bulk segregant analysis (<xref ref-type="bibr" rid="B157">Saintenac et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B119">Mo et&#xa0;al., 2018</xref>). In the last few years, thanks to the release of wheat reference genomes and annotations, this approach is increasingly used.</p>
<p>An alternative to exome capture is the high-throughput RNA sequencing which analyzes sequence variations in the transcribed portion of the genome. RNA-seq is the technique of choice for the identification of new genes and isoforms, and for the detection of variants including expressed SNPs and INDELs. Furthermore, this approach allows the identification of differentially expressed genes in plants under stress conditions. However, this technique is expensive since the reagents for the sequencing of the entire transcriptome are required. To overcome this problem, a new technique that is emerging also in plants (it is already widely used in human genetics) is the target RNA sequencing. This technique allows very high precision in the discovery and quantification of genes because it sequences only those of interest. The most important step of target RNA-seq is the design of the specific probes that can be customized to meet the specific needs of each experiment. Since only the genes of interest are sequenced, the coverage can also be very high, allowing to increase the power to assemble low expression transcripts (<xref ref-type="bibr" rid="B131">Ostezan et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s6_2">
<title>Reduced representation sequencing (RRS)</title>
<p>With the decrease in the NGS cost, sequencing techniques are increasingly used as genotyping tools. However, to afford sequencing in large genome size species, reduced representation sequencing (RRS) approaches can be considered (<xref ref-type="bibr" rid="B55">Davey et&#xa0;al., 2011</xref>). Genotyping-by Sequencing (GBS) is the most used technique to greatly reduce genome complexity using restriction enzyme(s) digestion (<xref ref-type="bibr" rid="B67">Elshire et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B141">Rasheed and Xia, 2019</xref>). The digestion occurs in the presence of a specific combination of enzymes recognizing rare-rare, frequent-rare, or frequent-frequent restriction sites. In wheat, since the complexity of the genome is very high, it is normally used a double enzyme digestion (<xref ref-type="bibr" rid="B138">Poland et&#xa0;al., 2012</xref>). The digested DNA is then ligated with adapters, amplified through PCR, and sequenced. The generated data are directly used for genotyping (<xref ref-type="bibr" rid="B58">Deschamps et&#xa0;al., 2012</xref>). Typically, the sequencing involves 100-150 bp. This technique has a simple protocol, specific and reproducible, with a reduced sample handling, without the need of a reference genome (<xref ref-type="bibr" rid="B55">Davey et&#xa0;al., 2011</xref>). These properties make GBS a genotyping technique suitable for a number of species and genetic studies (<xref ref-type="bibr" rid="B46">Chung et&#xa0;al., 2017</xref>), such as genomic selection (<xref ref-type="bibr" rid="B138">Poland et&#xa0;al., 2012</xref>), SNP marker development (<xref ref-type="bibr" rid="B73">Forrest et&#xa0;al., 2014</xref>), and genetic diversity (<xref ref-type="bibr" rid="B7">Alipour et&#xa0;al., 2017</xref>). Diversity Array Technology (DArT), developed by Diversity Arrays Technology Pty Ltd. (Canberra, Australia) originally with the microarray technology platform, is one of the GBS-based techniques widely adopted in wheat, thanks to its versatility, accuracy, and low cost (<xref ref-type="bibr" rid="B47">Colasuonno et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s6_3">
<title>SNP Array</title>
<p>NGS technology has also created the basis for the establishment of high-density SNP arrays and the related high-throughput platforms capable of genotyping large numbers of samples (<xref ref-type="bibr" rid="B76">Ganal et&#xa0;al., 2012</xref>).</p>
<p>Currently, the most widely used genotyping platforms for large scale genotyping are the Infinium platform from Illumina (San Diego, CA, USA) and the Axiom technology from Thermo Fisher Scientific (Waltham, MA, USA) (<xref ref-type="bibr" rid="B162">Scheben et&#xa0;al., 2018</xref>). Technically, the Illumina technology is based on spheres covered with specific oligos adapted to the microwells and the amplification takes place on a single-base two-color extension with a single probe SNP marker (<xref ref-type="bibr" rid="B174">Steemers and Gunderson 2007</xref>). On the other side, the GeneChip<sup>&#xae;</sup> array of Affymetrix uses photolithographic oligos on an array and the target SNP amplification involves assays with 30-mer probes (<xref ref-type="bibr" rid="B185">Thomson, 2014</xref>).</p>
<p>In wheat, the first SNP array developed was the 9K Infinium SNP Array by <xref ref-type="bibr" rid="B1003">Cavanagh et&#xa0;al. (2013)</xref> used for genotyping 2,994 lines of bread wheat. Later, the array with 90K SNPs was fine-tuned (<xref ref-type="bibr" rid="B193">Wang et&#xa0;al., 2014</xref>). However, both of these chip had a greater representation in cultivated varieties, thus their use was very limited in the study of landraces (<xref ref-type="bibr" rid="B142">Rasheed et&#xa0;al., 2018</xref>). This problem was overcome by the development of the 820K Affymetrix Axiom SNP array which relied on exomes sequencing of 43 bread wheat and wild species accessions (<xref ref-type="bibr" rid="B194">Winfield et&#xa0;al., 2016</xref>). Axiom 35K SNP was then developed from this array, capable of analyzing even wild accessions at a more limited cost (<xref ref-type="bibr" rid="B10">Allen et&#xa0;al., 2017</xref>). In parallel, the Chinese Academy of Agricultural Sciences (CAAS) also developed an array containing 660K SNPs (<xref ref-type="bibr" rid="B88">Jin et&#xa0;al., 2016</xref>). More recently, in 2019, Wheat 50K (Triticum TraitBreed array, <xref ref-type="bibr" rid="B141">Rasheed and Xia, 2019</xref>) and 15K SNP arrays were developed (<xref ref-type="bibr" rid="B126">Muqaddasi, 2017</xref>) containing a selection of SNPs from Wheat 35K, 90K, and 660K SNP arrays.</p>
<p>SNP arrays have the advantage of facilitating high-density SNP scanning, have a high call rate, and are also cost effective when there is a need to genotype a high number of markers on many samples. However, a disadvantage, is that the set of SNPs is fixed and cannot be changed; they are also developed in hexaploid wheat, thus the SNPs present in the D genome will be unknown if it is applied in DW.</p>
</sec>
<sec id="s6_4">
<title>Genotyping for marker assisted breeding</title>
<p>Among the most competitive technologies used for marker assisted breeding, with a medium/low throughput, there are TaqMan (Applied Biosystems, Foster City, CA), KASP (Kompetitive allele specific PCR, Hoddesdon, UK), and rhAmp (Integrated DNA Technology technologies, Redwood City, CA), widely used in many plant species such as wheat and sugar beet (<xref ref-type="bibr" rid="B36">Broccanello et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B23">Ayalew et&#xa0;al., 2019</xref>). TaqMan chemistry is based on fluorescently-tagged, allele-specific probes detected using real-time PCR-based assays, while KASP technology adopts an endpoint fluorescence detection to discriminate tagged SNP alleles. The most recent method is rhAMP, that uses RNase H2 to activate primers after successful binding to their target site. All these chemistries are suitable for use on a variety of real-time PCR instruments with different throughputs. For example, the TaqMan assays can be applied in Real-Time PCR, but also can be used with the Open Array technology (Thermo Fisher Scientific, Carlsbad, CA) which allows the simultaneous analysis of 4 OpenArray plates, each composed of 3,072 through-holes allowing the genotyping analysis of 16, 32, 64, 128, 192, 256 SNPs at a time (<xref ref-type="bibr" rid="B37">Broccanello et&#xa0;al., 2020</xref>). <xref ref-type="bibr" rid="B137">Perry and Lee, (2017)</xref> developed an OpenArray plate composed of 16 SNP markers able to discriminate 47 DW varieties registered for production in Canada.</p>
<p>These chemistries have the advantage of being highly reproducible, sensitive, and cost effective; moreover, they can be freely customized both for the number of samples and SNPs that can be analyzed, adapting perfectly to marker assisted selection for crop improvement (<xref ref-type="bibr" rid="B36">Broccanello et&#xa0;al., 2018</xref>).</p>
</sec>
</sec>
<sec id="s7">
<title>Advancements in trait genetic dissection and breeding</title>
<sec id="s7_1">
<title>Genome wide association study (GWAS)</title>
<p>Genome wide association study is a powerful tool to study the genetic base of complex traits and detect relationships between phenotypic variations and the associated genetic polymorphisms (<xref ref-type="bibr" rid="B182">Taranto et&#xa0;al., 2018</xref>). The statistical methods for the analysis of associations have improved over the years, going from a classic ANOVA, that generates many false positives to the development of the mixed model framework, which increases computational speed and improves statistical power (<xref ref-type="bibr" rid="B135">Pavan et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B186">Tibbs Cortes et&#xa0;al., 2021</xref>). Subsequent advancement in statistical analysis methods led the association analysis of all markers simultaneously. This approach is based on Bayesian methods which are normally used in genomic prediction (<xref ref-type="bibr" rid="B70">Fernando and Garrick, 2013</xref>). However, the most common actual methods include TASSEL (<xref ref-type="bibr" rid="B35">Bradbury et&#xa0;al., 2007</xref>), GAPIT (<xref ref-type="bibr" rid="B103">Lipka et&#xa0;al., 2012</xref>), and GEMMA (<xref ref-type="bibr" rid="B197">Zhou and Stephens, 2012</xref>). 58 candidate genes associated with salt tolerance have been found, in bread wheat, performing 5 multi locus GWAS models that include mrMLM, FASTmrMLM, FASTmrEMMA, pLARmEB, and ISIS EMBLASSO (<xref ref-type="bibr" rid="B44">Chaurasia et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B68">Esposito et&#xa0;al., 2022</xref>). In DW genome wide association studies often involve the use of landraces to identify new causative SNPs. Moreover, the genomic regions linked to wheat blast resistance were identified in Indian genotypes with a MLM (mixed linear mode) in TASSEL. A novel GWAS approach is the environmental GWAS (envGWAS) that associates the single nucleotide polymorphisms with the geographic information system (GIS) of the original samples collection sites. In this context, the genome wide association was performed to study the local adaptation of Iranian and Pakistani bread wheat landraces using an EigenGWAS approach and a fixed and random model circulating probability unification (FarmCPU) (<xref ref-type="bibr" rid="B82">Hanif et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s7_2">
<title>Genomic selection</title>
<p>In a context of climate change, a technique developed to accelerate breeding procedures and speed up the selection of superior genotypes is genomic selection (GS) (<xref ref-type="bibr" rid="B51">Crossa et&#xa0;al., 2017</xref>). This statistical model uses SNP molecular markers for a genomic prediction of genotype performance. The aim of GS is to predict breeding and/or genetic values. GS uses genotypic and phenotypic data for the constitution of a training population and then the predictive equation is used to select candidates that have been genotyped but not phenotyped. GS has the advantage of being able to rapidly improve complex and low heritability traits and reduce the cost of hybrid development. This technique can also be used for less complex traits with high inheritance and, for this scenario, high genomic prediction (GP) accuracy is expected. However, when a trait is controlled by a high number of loci there are several factors influencing the prediction accuracy such as the size and genetic diversity and how distant is the training from the testing population. Moreover, for complex traits with large numbers of markers that are not in linkage disequilibrium (LD) with the QTL, GP accuracy is lower (<xref ref-type="bibr" rid="B52">Daetwyler et&#xa0;al., 2010</xref>).</p>
<p>In general, the statistical models developed for GP are based on single-environment assessments. However, in plant breeding the presence of a Genotype x Environment (G x E) interaction may complicate the selection of stable lines. Hence, some genomic prediction models, considering the G x E interaction, help breeder select lines with optimal overall performance across different environments and in a specific target environment. Specifically, a reaction norm model, which is an extension of the random effect Genomic Best Linear Unbiased Predictor (GBLUP) model, was developed by <xref ref-type="bibr" rid="B1014">Jarqu&#xed;n et&#xa0;al., 2014</xref>. In this model, the main effect of lines, the main effect of environments, the main effect of markers, the main effect of pedigree, and their interactions with environments, are modeled using random covariance structures that are functions of marker or pedigree genotypes and environmental covariates (<xref ref-type="bibr" rid="B1014">Jarqu&#xed;n et&#xa0;al., 2014</xref>). Appropriate cross-validation schemes are designed to obtain valid and unbiased estimates of the predictive ability obtainable from the developed genomic prediction models (<xref ref-type="bibr" rid="B148">Roberts et&#xa0;al., 2017</xref>). The reaction norm model has already been applied for the genomic prediction of 8,416 Mexican wheat landrace accessions and 2,403 Iranian wheat landrace accessions from the CIMMYT by <xref ref-type="bibr" rid="B50">Crossa et&#xa0;al. (2016)</xref>. In this work, the authors evaluated two traits in two different environments and some heritable traits in a single optimal environment. The accuracy of the prediction for some traits such as maturity, quality traits, and grain yield and yield components was around 50-70%. The most used traits of study in genome selection experiments are related to quality improvement involving the use of different prediction models divided between parametric and non-parametric. <xref ref-type="bibr" rid="B1023">Michel et&#xa0;al. (2018)</xref> proved the benefit of GS over marker assisted selection investigating the prediction of dough rheological traits in early generations and adopting the parametric RRBLUP, W-BLUP function. Genomic prediction models are routinely used in the CIMMYT spring bread wheat program since 2013 (<xref ref-type="bibr" rid="B81">Guzman et&#xa0;al., 2016</xref>). These models have also been successfully applied in genomic predictions for Fusarium head blight resistance in a DW panel (<xref ref-type="bibr" rid="B122">Moreno-Amores et&#xa0;al., 2020</xref>).</p>
</sec>
<sec id="s7_3">
<title>Landscape genomics</title>
<p>The selective pressure of abiotic stresses often varies in space, causing the evolution of advantageous mutations under their local environment, leading that genotype to have better fitness than the same genotype originating elsewhere. This differentiation process is called local adaptation and is driven by spatially divergent natural selection (<xref ref-type="bibr" rid="B91">Kawecki and Ebert, 2004</xref>). To trigger local adaptation, spatially divergent selection needs to overwhelm the homogenizing effect of gene flow. The study of the genetic bases of plant adaptation is crucial for the conservation and management of wild and cultivated species. Climatic stresses require a rapid evolution of populations to quickly adapt to new conditions and avoid extinction. Furthermore, to identify the genetic basis of adaptation, it is necessary to distinguish the under-selection (adaptive) genes from the pool of neutral genes. One possible approach is landscape genomics which aims to identify the gene-environment association, in particular loci associated with certain environmental variables. The landscape genomics analyses are providing unprecedented insight into the evolutionary processes and molecular basis that govern environmental adaptation. In the context of climate change, this type of analysis investigates how the species are adapting to the various types of stress they are subjected to but also could help to identify the wild relative introgression and its contribution to local adaptation (<xref ref-type="bibr" rid="B84">He et&#xa0;al., 2019</xref>). Landscape genomics integrates molecular analyses with climatic and geographic data in which samples have been collected to identify adaptive genes (<xref ref-type="bibr" rid="B171">Sork et&#xa0;al., 2013</xref>). This association analysis can be considered a valid alternative to GWAS when working with wild accessions or landraces, as they are naturally adapted to the place of origin. Moreover, the relationship between phenotypic variation and climatic factors, in DW, has been widely studied and confirmed (<xref ref-type="bibr" rid="B13">Annicchiarico et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B152">Royo et&#xa0;al., 2014</xref>). Recently, landscape genomics has been applied in many species such as <italic>Populus tricocarpa</italic>, <italic>Beta vulgaris</italic> spp. <italic>maritima</italic>, and <italic>Arabidopsis tahaliana.</italic> <xref ref-type="bibr" rid="B84">He et&#xa0;al. (2019)</xref> used the landscape genomics approach to find genomic windows associated with environmental adaptation in hexaploid wheat underlining the contribution to local adaptation given by wild emmer. In addition, 93 rice landraces from sub-Saharan regions were used to study adaptation to the local environment (<xref ref-type="bibr" rid="B117">Meyer et&#xa0;al., 2016</xref>). In landscape genomics, environmental information is screened for association with genetic variations through univariate or multivariate gene-environment association (GEA) analysis (<xref ref-type="bibr" rid="B143">Rellstab et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B74">Forester et&#xa0;al., 2018</xref>). Many statistical models have been developed for association analysis. For example, some methods involve a logistic association model such as the Spatial Analysis Method (SAM or SAM&#x3b2;ADA), multiple logistic regression, and Generalized Estimating Equations (GEEs). Other methods involve a linear association model such as General linear models, redundancy analysis (RDA), bayenv, Spatial Generalized Linear Mixed Model (SGLMM), Latent Factor Mixed Models (LFMMs), and GWAS mixed models (<xref ref-type="bibr" rid="B143">Rellstab et&#xa0;al., 2015</xref>). However, to make the results more reliable, it would be a good practice to compare results coming from different association models.</p>
<p>There are 19 bioclimatic variables that can be screened, which can be downloaded from the WorldClim database, concerning the period 1970-2000; moreover, data reporting global soil salinity layers for the years 1986, 1992, 2000, 2002, 2005, 2009, and 2016 are also available. Using this association model, it is possible to detect candidate genes associated with salinity, thanks to the historical data available on the Global Salinity Soil Map website, as it was done in <italic>Medicago truncatula</italic> (<xref ref-type="bibr" rid="B80">Guerrero et&#xa0;al., 2018</xref>).</p>
<p>The relationship between genotype and environment could be also used to predict the spatial distribution of adaptive genetic variants in future climates and the future maladaptation or genomic offset that provide a direct estimate of the expected genomic vulnerability of the species toward ongoing climate change (<xref ref-type="bibr" rid="B1002">Capblancq et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B39">Cavanagh et al., 2020</xref>; <xref ref-type="bibr" rid="B40">Capblancq and Forester, 2021</xref>).</p>
</sec>
<sec id="s7_4">
<title>Speed breeding</title>
<p>Recent advances in high-throughput phenotyping techniques have greatly increased the accuracy of breeding programs, having the advantage of being non-destructive and large-scale methods. However, the classic breeding programs, that have allowed the improvement of varieties, have the disadvantage of being extremely long and articulated and they take 10-15 years to release a variety. A technique that allows a rapid advancement of breeding generations is known as &#x2018;speed breeding&#x2019;. This technique allows up to 6 generations of wheat per year and involves the use of fully enclosed, controlled-environment growth chambers with the addition of supplementary lighting (<xref ref-type="bibr" rid="B196">Watson et&#xa0;al., 2018</xref>). Several protocols for rapid and high-throughput phenotyping have been developed for the characterization of several important traits related to biotic and abiotic stresses in bread wheat. In durum wheat, a protocol has been developed providing multi-trait phenotyping and trying to accelerate even more the breeding cycles by using early filial generations (<xref ref-type="bibr" rid="B2">Alahmad et&#xa0;al., 2018</xref>). These &#x2018;speed breeding&#x2019; techniques integrate perfectly with the new technologies of high-throughput genotyping and genomic selection.</p>
</sec>
</sec>
<sec id="s8">
<title>Genetic diversity and signature of divergence in landrace germplasm</title>
<p>Until a few years ago, DW was well adapted to the Mediterranean environment. More recently, due to the climate crisis, drought, salinity, and low nutrient inputs occurring during flowering, pollination, and grain-filling represent the major stresses which adversely affect crop yield and quality, thus hampering agricultural productivity. Landraces coming from the Mediterranean basin are considered a particularly important group of genetic resources thanks to their high variability and tolerance to drought, pests, and adaptability to low farming systems (<xref ref-type="bibr" rid="B105">Lopes et&#xa0;al., 2015</xref>). Nowadays, the recovery, conservation, and enhancement of landraces are becoming central to increase the resilience of agricultural systems. However, how to exploit the genetic diversity of landraces to deal with environmental stress resilience is unclear and scattered (<xref ref-type="bibr" rid="B105">Lopes et&#xa0;al., 2015</xref>).</p>
<p>With the advance in genomic sequencing technologies and the release of the DW genome (<xref ref-type="bibr" rid="B106">Maccaferri et&#xa0;al., 2019</xref>), there has been a growing interest in comparing the patterns of genetic variation observed in landraces and modern varieties. These analyses were often focused on panels of landraces with a specific geographical origin. Population structure analysis was conducted for example in Iranian, Ethiopian, Tunisian, Turkish, and Italian germplasm revealing that, in most cases, landraces clustered separately from modern cultivars (<xref ref-type="bibr" rid="B69">Fayaz et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B3">Alemu et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B12">Alsaleh et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B118">Miazzi et&#xa0;al., 2022</xref>). Interestingly, a high level of genetic variation within landrace populations was detected, according to their geographical and climate of origin, revealing the importance of these factors in shaping wheat genome (<xref ref-type="bibr" rid="B7">Alipour et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B184">Taranto et&#xa0;al., 2022</xref>). On the other hand, cases of synonyms or homonyms as well as the presence of higher admixture of accessions between different populations of landraces were discovered, probably due to the exchange of seeds associated with human migration over time.</p>
<p>Examining wider collections, including landraces from different geographic origins, opens the possibility of investigating relationships on a wider global level and provides also a more precise estimation of the genetic diversity within each group. Genotyping the already mentioned core GPD by means of the iSelect 90K SNPChip followed by structure analysis showed comparatively limited genetic diversity in modern cultivar and a closer relationship to specific landrace population (North Africa and Transcaucasia). Landraces from Ethiopia appeared instead as the more isolated and distant to modern cultivars, while a high admixture level within landrace populations was confirmed (<xref ref-type="bibr" rid="B106">Maccaferri et&#xa0;al., 2019</xref>).</p>
<p>In addition, genome-wide population structure uncovers divergent selection during modern wheat breeding, suggesting the existence of untapped gene pools which will provide a basis for DW improvement in the next future. Many hotspots of selection were detected in the genomic regions where there are located the genes for adaptation, quality, grain yield, and stress response (<xref ref-type="bibr" rid="B183">Taranto et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B1027">Soriano et&#xa0;al., 2021</xref>). These hotspots included important loci such as the photoperiod (<italic>Ppd</italic>), the vernalization (<italic>Vrn</italic>), and the dwarfing (<italic>Rht</italic>) genes, as well as loci associated with nitrogen use efficiency, plant architecture and grain yield (<italic>TaASN3, asparagine synthetase 3</italic>; <italic>NR1, nitrate reductase 1</italic>; <italic>Fd-GOGAT, ferredoxin-dependent glutamate synthase</italic>; <italic>GS, glutamine synthetase</italic>; <italic>Sus2, sucrose synthase 2</italic> and <italic>TEF</italic>, <italic>transcript elongation factor</italic>). In addition, genes related to quality such as pasta-making quality and color of semolina and other durum wheat-end products were also divergent between landraces and modern cultivars. In detail, loci for gluten composition (HMW/LMW, high/low molecular weight, and &#x3b1;, &#x3b2;, &#x3b3;, and &#x3ce; gliadins), as well as loci involved in the carotenoid pathway (<italic>Psy</italic>) and polyphenol oxidase reaction (<italic>Ppo</italic>) were identified in hotspot regions (<xref ref-type="bibr" rid="B145">Requena-Ram&#xed;rez et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B184">Taranto et&#xa0;al., 2022</xref>). Other divergent loci with implications in disease resistance, plant-microbe interactions, abiotic stresses, and plant development corresponded to gene models involved in important biological functions (<xref ref-type="bibr" rid="B1027">Soriano et&#xa0;al., 2021</xref>). However, the identification of these genes and their allelic variants in the germplasm of indigenous DW varieties has been mainly carried out by <italic>in-silico</italic> analysis, at least for now. Future studies will be needed to validate the potential of the new allelic variants discovered in landraces.</p>
</sec>
<sec id="s9">
<title>Environmental adaptation traits from durum wheat landraces</title>
<p>In DW, domestication and, more lately, selection and fixation of favorable alleles had led to genetic erosion, lowering the buffering capacity of modern elite cultivars towards varied climatic conditions and strongly reducing potential for improvement (<xref ref-type="bibr" rid="B180">Tanksley and McCouch, 1997</xref>; <xref ref-type="bibr" rid="B105">Lopes et&#xa0;al., 2015</xref>). The systematic search and discovery of genetic resources from landraces by means of genotypic and innovative phenotypic profiling of genetic resource collections and the introduction in elite crops through pre-breeding efforts are being currently implemented in bread wheat and could be a promising strategy also for DW (<xref ref-type="bibr" rid="B147">Reynolds et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B164">Sharma et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B163">Schulthess et&#xa0;al., 2022</xref>). Improvement of yield potential of landraces, by considering them as recipients, can be undertaken as an alternative strategy for developing better cultivars adapted to climate change. Inherent agronomic inferiority and disease susceptibility would hinder the direct utilization of landraces for breeding programs. However, the genomic tools and approaches we have described (i.e. genomic prediction and selection) could also strengthen pre-breeding efforts aiming at the improvement of genetic backgrounds of landraces, thereby attempting to achieve agronomic superiority starting directly from landraces as recipients and making this second alternative approach a possible and viable option (<xref ref-type="bibr" rid="B1">Adhikari et&#xa0;al., 2022</xref>). Finally, more complex breeding approaches, to develop new &#x201c;synthetic&#x201d; wheat crops exploiting genetic resources from wild species instead of landraces, also exist and have been already undertaken in the past (<xref ref-type="bibr" rid="B146">Reynolds et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B29">Balla et&#xa0;al., 2022</xref>).</p>
<p>Desirable genes were already identified in landraces and exploited for DW cultivars improvement by classical breeding. The most renowned DW cultivar is Cappelli, which is assumed to have been selected from the North-African landraces (<xref ref-type="bibr" rid="B56">De Cillis, 1942</xref>). However, the cv. Cappelli has a height of about 1.80 meters; therefore, several breeding activities were focused to create new variability by crossing the cv. Cappelli with Syriacum landraces (Aziziah, Eiti, Sinai, Tripolino). The result was the introduction of cultivars such as Capeiti 8 and Patrizio 6 which had slightly lower height, higher yield, earliness, and lodging resistance compared to Capelli, while preserving grain quality. Other similar examples of superior DW varieties, obtained by introgressing traits from landraces, were released in the frame of other breeding programs conducted in different countries (<xref ref-type="bibr" rid="B89">Kabbaj et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B111">Mart&#xed;nez-Moreno et&#xa0;al., 2020</xref>).</p>
<p>Molecular mapping technologies such as bulk segregant analysis (BSA), gene/QTL mapping, and genome-wide association studies (GWAS), supported by the high-throughput genotyping tools and strategies previously described, importantly increased the rate discovery of genes/QTLs regulating biotic, abiotic stress resistance, agronomic and quality traits from landraces. Several studies have been already undertaken so far to identify new genes/traits in landraces useful for breeding (see <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref> for a comprehensive but not exhaustive list). As can be clearly appreciated, in most recent studies traits and genes have been often also mapped by taking advantage of the newly released genomic tools for DW here described, to further support their prompt exploitation in breeding.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Publication list regarding resistance/tolerance traits to biotic and abiotic stresses, morpho-agronomic and quality traits identified in durum wheat landraces.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Category</th>
<th valign="middle" align="center">Gene/QTL Trait</th>
<th valign="middle" align="center">Landrace (Origin)</th>
<th valign="middle" align="center">Analysis Type</th>
<th valign="middle" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">Biotic stress</td>
<td valign="middle" align="center" style="background-color:#ffffff">Fusarium head blight resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Tunisia</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B77">Ghavami et&#xa0;al., 2011</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Fusarium head blight resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Syria</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B178">Talas et&#xa0;al., 2011</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Leaf and stem rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Gene/QTL mapping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B19">Aoun et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Leaf and stem rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Portugal</td>
<td valign="middle" align="center" style="background-color:#ffffff">Gene/QTL mapping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B20">Aoun et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Leaf and stem rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Kazakhstan</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1010">Genievskaya et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Leaf rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B18">Aoun et&#xa0;al., 2016</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Leaf rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Portugal</td>
<td valign="middle" align="center" style="background-color:#ffffff">Gene/QTL mapping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B139">Qureshi et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Leaf rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Portugal</td>
<td valign="middle" align="center" style="background-color:#ffffff">Gene/QTL mapping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B140">Qureshi et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Leaf rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Middle Est</td>
<td valign="middle" align="center" style="background-color:#ffffff">Gene/QTL mapping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B95">Kthiri et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Resistance to common bunt</td>
<td valign="middle" align="center" style="background-color:#ffffff">Syria</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B110">Mamluk and Nachit, 1994</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Septoria tritici blotch disease resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Tunisia</td>
<td valign="middle" align="center" style="background-color:#ffffff">Gene/QTL mapping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B114">Medini et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Septoria tritici blotch disease resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Tunisia</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B71">Ferjaoui et&#xa0;al., 2015</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Septoria tritici blotch disease resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Ethiopia</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B92">Kidane et&#xa0;al., 2017b</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Septoria tritici blotch disease resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Tunisia</td>
<td valign="middle" align="center" style="background-color:#ffffff">Gene/QTL mapping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B17">Aouini, 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Septoria tritici blotch disease resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Tunisia</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B132">Ouaja et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Septoria tritici blotch disease resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B31">Ben M&#x2019;Barek et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Septoria tritici blotch disease resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Tunisia</td>
<td valign="middle" align="center" style="background-color:#ffffff">Gene/QTL mapping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B72">Ferjaoui et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Stem rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1015">Laid&#xf2; et&#xa0;al., 2015</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Stem rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1004">Chao et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Stem rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Ethiopia</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B104">Liu et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Stem rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1026">Saccomanno et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Stem rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1024">Olivera et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Stem rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Ethiopia</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B45">Chiko et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Stem rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Iran</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1021">Mehrabi et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Stem sawfy resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Gene/QTL mapping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1028">Varella et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Tan spot resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B99">Laribi et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Yellow/stripe leaf and stem rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Association analysis/single marker scan</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B30">Bansal et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Yellow/stripe rust and common bunt resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B13">Annicchiarico et&#xa0;al., 1995</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Yellow/stripe rust resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Ethiopia</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B4">Alemu et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">Abiotic stress</td>
<td valign="middle" align="center" style="background-color:#ffffff">Allelophaty</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B161">Scavo et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Cold</td>
<td valign="middle" align="center" style="background-color:#ffffff">Iran</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B120">Mohammadi et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Drought</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B136">Pecetti et&#xa0;al., 1994</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Drought</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B13">Annicchiarico et&#xa0;al., 1995</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Drought</td>
<td valign="middle" align="center" style="background-color:#ffffff">Jordania</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B8">Al Khateeb et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Drought</td>
<td valign="middle" align="center" style="background-color:#ffffff">Israeli Palestina</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B75">Frankin et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Drought</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B191">Wang et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Heat</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B159">Sareen et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Heat</td>
<td valign="middle" align="center" style="background-color:#ffffff">Spain</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B127">Naranjo et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Heat</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B184">Taranto et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Salinity</td>
<td valign="middle" align="center" style="background-color:#ffffff">Afganistan</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B165">Shavrukov et&#xa0;al., 2011</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Salinity</td>
<td valign="middle" align="center" style="background-color:#ffffff">Afganistan</td>
<td valign="middle" align="center" style="background-color:#ffffff">QTL Mapping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B166">Shamaya et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Salinity</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B113">Maucieri et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Salinity</td>
<td valign="middle" align="center" style="background-color:#ffffff">Tunisia</td>
<td valign="middle" align="center" style="background-color:#ffffff">Gene functional characterization</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1013">Hamdi et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Salinity</td>
<td valign="middle" align="center" style="background-color:#ffffff">Jordania</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B8">Al Khateeb et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">Agronomic traits</td>
<td valign="middle" align="center" style="background-color:#ffffff">Agromorphological traits</td>
<td valign="middle" align="center" style="background-color:#ffffff">Marocco</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B177">Taghouti et al., 2013</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Agromorphological traits, phenology</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1008">Fiore et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Agromorphological traits (phenology, yield and morphology)</td>
<td valign="middle" align="center" style="background-color:#ffffff">Spain</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B154">Ruiz et&#xa0;al., 2012</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Agronomic (plant height, yield traits and phenology) and physiology trait</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1025">Royo et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Agronomic trait (phenology, biomass and yield plant height)</td>
<td valign="middle" align="center" style="background-color:#ffffff">Ethiopia</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B116">Mengistu et&#xa0;al., 2016</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Agronomic trait (phenology, biomass and yield plant height)</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B152">Royo et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Flowering time</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1011">Gupta et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Flowering time, yield</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B2000">Royo et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Heading date, seed weight, and morphology</td>
<td valign="middle" align="center" style="background-color:#ffffff">Iran</td>
<td valign="middle" align="center" style="background-color:#ffffff">Gene/QTL mapping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1006">Desiderio et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Morphology, phenology, yield component, GXE interaction</td>
<td valign="middle" align="center" style="background-color:#ffffff">Ethiopia</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B123">Mulugeta et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Morphology and yield</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B191">Wang et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Morphology and yield, descriptors pigmentation, phenology</td>
<td valign="middle" align="center" style="background-color:#ffffff">Oman</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B9">Al Lawati et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Phenology, plant height, yield, and yield components</td>
<td valign="middle" align="center" style="background-color:#ffffff">Ethiopia</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B93">Kidane et&#xa0;al., 2017a</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Root system architecture traits</td>
<td valign="middle" align="center" style="background-color:#ffffff">Ethiopia</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B4">Alemu et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Spike height and shape</td>
<td valign="middle" align="center" style="background-color:#ffffff">Marocco</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B156">Sahri et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Stem cross section height and heading date</td>
<td valign="middle" align="center" style="background-color:#ffffff">Spain</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B21">&#xc1;vila et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Yield component</td>
<td valign="middle" align="center" style="background-color:#ffffff">India</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B176">Sukumaran et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Yield component</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B136">Pecetti et&#xa0;al., 1994</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Yield component (kernel and spikes) and heading date</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B109">Marzario et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Yield component, plant height, phenology and biomass</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B170">Soriano et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Yield phenology lodging resistance</td>
<td valign="middle" align="center" style="background-color:#ffffff">Israeli Palestina</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B75">Frankin et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Yield vigour, plant height, phenology</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B13">Annicchiarico et&#xa0;al., 1995</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Yield vigour, plant height, phenology</td>
<td valign="middle" align="center" style="background-color:#ffffff">Algeria</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B15">Annicchiarico et&#xa0;al., 2009</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff">Quality</td>
<td valign="middle" align="center" style="background-color:#ffffff">Arabinoxylan iron zinc phytate and phenolic acids content</td>
<td valign="middle" align="center" style="background-color:#ffffff">Iran Mexico</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B86">Hernandez-Espinosa et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Carotenoid content</td>
<td valign="middle" align="center" style="background-color:#ffffff">Spain</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B144">Requena-Ram&#xed;rez et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Carotenoid content</td>
<td valign="middle" align="center" style="background-color:#ffffff">Spain</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B145">Requena-Ram&#xed;rez et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Carotenoid content, color characteristics, chemical composition and starch digestibility</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B115">Melini et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Gliadins content</td>
<td valign="middle" align="center" style="background-color:#ffffff">Bulgaria</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1022">Melnikova et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Gluten strength</td>
<td valign="middle" align="center" style="background-color:#ffffff">Spain, CIMMYT, Italy, France and US</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B130">Nazco et&#xa0;al., 2014b</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Glutenin protein composition</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B121">Moragues et&#xa0;al., 2006</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Low molecular weight glutenin</td>
<td valign="middle" align="center" style="background-color:#ffffff">Spain</td>
<td valign="middle" align="center" style="background-color:#ffffff">Allelic variation</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B155">Ruiz et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">High molecular weight glutenin</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Mass spectrometry</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B189">Visioli et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Grain morphology and color</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">GWAS</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1005">Chou et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Grain quality</td>
<td valign="middle" align="center" style="background-color:#ffffff">Marocco</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B177">Taghouti et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Grain quality</td>
<td valign="middle" align="center" style="background-color:#ffffff">Mexico</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B85">Hern&#xe1;ndez-Espinosa et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Grain quality, yield, protein content, gluten strength and yellow color index</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B128">Nazco et&#xa0;al., 2012</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Malting brewing related traits</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B5">Alfeo et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Morpho-physiological characters</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B13">Annicchiarico et&#xa0;al., 1995</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Phenolic and flavonoid content</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B63">Dinelli et&#xa0;al., 2009</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Phenolic content</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">Lo <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Physico-chemical traits, malt related traits, sugars</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B6">Alfeo et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Phytochemical, antioxidant capacity and phenolic acids</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B62">Di Loreto et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Polyphenolic content and antioxidants</td>
<td valign="middle" align="center" style="background-color:#ffffff">Tunisia</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B34">Boukid et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Prolamins</td>
<td valign="middle" align="center" style="background-color:#ffffff">Spain</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B42">Chac&#xf3;n et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Protein content, dry gluten gluten index, yellow index, ash P/L W G baking aptitude</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B153">Ruisi et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Proteomic profiling (Metabolic and CM-protein fraction)</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B60">Di Francesco et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Quality and rheological traits</td>
<td valign="middle" align="center" style="background-color:#ffffff">diverse</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B97">Ladhari et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Quality traits</td>
<td valign="middle" align="center" style="background-color:#ffffff">Ethiopia</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B53">Dagnaw et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Quality traits</td>
<td valign="middle" align="center" style="background-color:#ffffff">Spain</td>
<td valign="middle" align="center" style="background-color:#ffffff">Meta-QTL analysis</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B151">Rosell&#xf3; et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Quality traits and nitrogen use efficency</td>
<td valign="middle" align="center" style="background-color:#ffffff">Tunisia</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B22">Ayadi et&#xa0;al., 2022</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Quality traits</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B1008">Fiore et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Rheological parameters</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B172">Spina et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left" style="background-color:#ffffff"/>
<td valign="middle" align="center" style="background-color:#ffffff">Volatile organic compounds proteins</td>
<td valign="middle" align="center" style="background-color:#ffffff">Italy</td>
<td valign="middle" align="center" style="background-color:#ffffff">Trait phenotyping</td>
<td valign="middle" align="center" style="background-color:#ffffff">
<xref ref-type="bibr" rid="B190">Vita et&#xa0;al., 2016</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Besides introducing new abiotic stresses, climate changes are shaping the dynamics of plants and pathogens resulting in more complex biological interactions difficult to predict and characterized by new outbreaks. Therefore, landraces are being widely explored as a potential source of new resistance traits, in regions where plant and pathogens co-evolved. Resistance sources to <italic>Fusarium</italic> head blight, rust, common bunt, stem sawfly, tan spot, and <italic>Septoria tritici</italic> blotch disease have been discovered within different DW landrace collections and majority of these have also been successfully mapped in the latest years. As pivotal examples leaf and stem rust resistance sources were mapped in the Portuguese DW landraces PI 192051 and Aus26582, by developing RIL mapping populations, beside alternative contribution from other sources (<xref ref-type="bibr" rid="B139">Qureshi et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B140">Qureshi et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B20">Aoun et&#xa0;al., 2019</xref>). Similarly, a resistance gene to <italic>Zymoseptoria tritici</italic> was mapped in the Tunisian DW landrace &#x2018;Agili 39&#x2019; (<xref ref-type="bibr" rid="B72">Ferjaoui et&#xa0;al., 2022</xref>).</p>
<p>Concerning abiotic stress resistance, it is well recognized that Mediterranean DW landraces represent a particularly important group because of their documented better adaptation to drought (<xref ref-type="bibr" rid="B121">Moragues et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B152">Royo et&#xa0;al., 2014</xref>). Therefore, landraces from this region potentially include adaptive traits that could be exploited to boost the breeding for heat/drought tolerance and promote cultivars adaptation to stress-prone environments. Up to now, drought, heat, and salinity resistance traits have been studied in landraces coming from the Mediterranean basin, such as in Jordanian, Israeli-Palestinian, Tunisian, Italian, and Spanish, but also Afghan landraces (<xref ref-type="bibr" rid="B8">Al Khateeb et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B166">Shamaya et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B1013">Hamdi et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B75">Frankin et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B127">Naranjo et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B184">Taranto et&#xa0;al., 2022</xref>). However, works concerning the mapping analysis of resistance traits to abiotic stresses are less in number than the biotic stresses ones. Just in two cases, abiotic stress resistance sources have been genetically mapped. A salinity resistance trait has been identified in an Afghan DW landrace and mapped. Moreover, using a GWAS approach on a worldwide collection of DW landraces, drought stress tolerance was associated to a locus of DW genome found to be collinear with a previously identified QTL in bread wheat (<xref ref-type="bibr" rid="B166">Shamaya et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B191">Wang et&#xa0;al., 2019</xref>). In order to improve the genetic characterization of abiotic resistance traits from landraces, an important contribution is expected from the development of adequate protocols for the abiotic stress evaluation, following similar strategies to those applied in bread wheat for high-throughput and accurate stress response phenotyping in large collections (<xref ref-type="bibr" rid="B141">Rasheed and Xia, 2019</xref>; <xref ref-type="bibr" rid="B1016">Langridge et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B167">Shan et&#xa0;al., 2022</xref>).</p>
<p>Landraces are typically low yielding and can show lower agronomic attributes. Therefore, several studies enquired agronomic traits variability in landraces, focusing mainly on yield, phenology and morphological traits (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). GWAS studies, based on high-throughput genotyping tools, helped in defining genomic regions affecting such agronomic traits in landraces highlighting available superior alleles. Among others, the contribution to the yield of root system architecture traits and phenology were highlighted (<xref ref-type="bibr" rid="B116">Mengistu et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B93">Kidane et&#xa0;al., 2017a</xref>; <xref ref-type="bibr" rid="B1006">Desiderio et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B1011">Gupta et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B4">Alemu et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B21">&#xc1;vila et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B1025">Royo et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s10">
<title>Quality traits of durum wheat landraces</title>
<p>DW semolina is considered the ideal raw material for the production of pasta or macaroni products, especially in Italy, which is the first producer and consumer of DW in Europe (<uri xlink:href="http://www.internationalpasta.org">http://www.internationalpasta.org</uri>, accessed on 12 November 2022). The aptitude of the raw material to be transformed into a high quality end-product mainly depends on grain protein content (GPC) and composition that directly affect wheat&#x2019;s market price and end-use value (<xref ref-type="bibr" rid="B169">Shewry, 2019</xref>).</p>
<p>Grain protein content, mainly above 12-13%, is highly related to the amount and composition of glutenins and gliadins proteins, that are the principal components of gluten and are responsible for the viscoelastic properties and extensibility of semolina, respectively. Past breeding activities aimed at improving grain yield resulted in a loss of genetic variability for quality-related traits, probably because of the negative relationship between yield and GPC (<xref ref-type="bibr" rid="B129">Nazco et&#xa0;al., 2014a</xref>; <xref ref-type="bibr" rid="B175">Subira et&#xa0;al., 2014</xref>). As proof of this, <xref ref-type="bibr" rid="B150">Roncallo et&#xa0;al. (2021)</xref> observed a decreasing trend in GPC over the last 85 years using a DW collection including accessions representative of the Argentina, Italy, Chile, France, CIMMYT and other countries breeding programs.</p>
<p>Previous studies suggested the potential quality-enhancing landraces as reservoir of new allelic variants for gluten quality improvement (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>) (<xref ref-type="bibr" rid="B121">Moragues et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B130">Nazco et&#xa0;al., 2014b</xref>; <xref ref-type="bibr" rid="B151">Rosell&#xf3; et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B155">Ruiz et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B85">Hern&#xe1;ndez-Espinosa et&#xa0;al., 2018</xref>). <xref ref-type="bibr" rid="B151">Rosell&#xf3; et&#xa0;al. (2018)</xref> performed a pasta-making quality QTLome using a Mediterranean collection of DW landraces and observed how landraces had higher GPC than modern cultivars but lower gluten strength. This result is due to very few allelic combinations of glutenin subunit loci in modern cultivars (<xref ref-type="bibr" rid="B130">Nazco et&#xa0;al., 2014b</xref>), while landraces showed a higher genetic variability useful to recovering and broadening allelic variation of gluten composition.</p>
<p>Other parameters can affect pasta production such as color (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). Semolina and pasta color are constituted by yellow (desirable) and brown (undesirable) pigments (<xref ref-type="bibr" rid="B48">Colasuonno et&#xa0;al., 2019</xref>). Usually, DW landraces showed lower total carotenoid contents and higher values of browning compounds compared to commercial cultivars (<xref ref-type="bibr" rid="B61">Diges&#xf9; et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B175">Subira et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B181">Taranto et&#xa0;al., 2015</xref>). However, the first DW landraces with carotenoid esterification ability were identified by <xref ref-type="bibr" rid="B144">Requena-Ram&#xed;rez et&#xa0;al. (2021)</xref> and could represent donor sources in DW biofortification programs.</p>
<p>Although DW is mostly used for pasta production, it is an ingredient in typical breads in some areas of Southern Italy. It is the case of &#x201c;Pane nero di Castelvetrano&#x201d; and &#x201c;Pane di Monreale&#x201d; which are two traditional breads constituted by two Sicilian landraces, Timilia and Russello (<xref ref-type="bibr" rid="B134">Palumbo et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B115">Melini et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B189">Visioli et&#xa0;al., 2021</xref>). The most notable characteristic of Timilia is the dark color of semolina, due to the high content of antioxidant phenolic compounds (<xref ref-type="bibr" rid="B78">Giancaspro et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B32">Bianco et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B184">Taranto et&#xa0;al., 2022</xref>). To preserve these landraces and derived-products, a traceability approach was developed using the high molecular weight glutenins, suggesting a method to verify the varietal identity from the seed to the final product (<xref ref-type="bibr" rid="B189">Visioli et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s11" sec-type="conclusions">
<title>Conclusions</title>
<p>In conclusion, recent findings unveiled the strategic role of landraces in the genetic improvement of durum wheat. Studies on genomic divergence among <italic>T. turgidum</italic> sub-species indicated that the allelic variations of domesticated accessions and their wild relatives, lost during the domestication and breeding processes, were and will be recovered by exploring and exploiting landraces genetic diversity. In particular, in a context of climate changes, understanding the environmental and genetic factors behind the adaptation of landraces can help to introduce beneficial alleles in elite varieties to overcome stress and increase yield. The availability of durum wheat reference genome and the increasingly precise molecular techniques at affordable costs are giving a big boost to accurately identify the genetic determinants underpinning resistance/tolerance against biotic and abiotic stresses.</p>
<p>The recent application of genomic technologies (i.e. genome-wide association and genomic prediction analysis) on durum wheat landrace resources paves the way to accelerate the next-generation breeding programs to overcome the gap of knowledge of these underexplored resources and identify advantageous alleles that have been lost in modern varieties.</p>
</sec>
<sec id="s12" sec-type="author-contributions">
<title>Author contributions</title>
<p>CB: writing original draft. DB and FT: conceptualization and writing. FT, GD, AF: writing, review, and editing. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s13" sec-type="funding-information">
<title>Funding</title>
<p>The authors would like to thank the PON "Ricerca e Innovazione" 2014-2020, Asse IV - Azione IV.6 for its support of this research.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>This study was carried out within the Agritech National Research Center and received funding from the European Union Next-GenerationEU (PIANO NAZIONALE DI RIPRESA E RESILIENZA (PNRR) &#x2013; MISSIONE 4 COMPONENTE 2, INVESTIMENTO 1.4 &#x2013; D.D. 1032 17/06/2022, CN00000022). This manuscript reflects only the authors' views and opinions, neither the European Union nor the European Commission can be considered responsible for them.</p>
</ack>
<sec id="s14" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.</p>
</sec>
<sec id="s15" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="s16" sec-type="disclaimer">
<title>Author disclaimer</title>
<p>This manuscript reflects only the authors&#x2019; views and opinions, neither the European Union nor the European Commission can be considered responsible for them.</p>
</sec>
<ref-list>
<title>References</title>
<ref id="B1001">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Abu-Zaitoun</surname> <given-names>S. Y.</given-names>
</name>
<name>
<surname>Chandrasekhar</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Assili</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Shtaya</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Jamous</surname> <given-names>R. M.</given-names>
</name>
<name>
<surname>Mallah</surname> <given-names>O. B.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Unlocking the genetic diversity within a middle-East panel of durum wheat landraces for adaptation to semi-arid climate</article-title> <fpage>233</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/agronomy8100233</pub-id>
</citation>
</ref>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Adhikari</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kumari</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Jacob</surname> <given-names>S. R.</given-names>
</name>
<name>
<surname>Prasad</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Gangwar</surname> <given-names>O. P.</given-names>
</name>
<name>
<surname>Lata</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Landraces-potential treasure for sustainable wheat improvement</article-title>. <source>Genet. Resour. Crop Evol.</source> <volume>69</volume>, <fpage>499</fpage>&#x2013;<lpage>523</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10722-021-01310-5</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alahmad</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Dinglasan</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Leung</surname> <given-names>K. M.</given-names>
</name>
<name>
<surname>Riaz</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Derbal</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Voss-Fels</surname> <given-names>K. P.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Speed breeding for multiple quantitative traits in durum wheat</article-title>. <source>Plant Methods</source> <volume>14</volume>, <fpage>1</fpage>&#x2013;<lpage>15</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s13007-018-0302-y</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alemu</surname> <given-names>Y. A.</given-names>
</name>
<name>
<surname>Anley</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Abebe</surname> <given-names>T. D.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Genetic variability and association of traits in Ethiopian durum wheat (<italic>Triticum turgidium</italic> l. var. <italic>durum</italic>) landraces at dabat research station, north gondar</article-title>. <source>Cogent. Food Agric.</source> <volume>6</volume>, <fpage>1778604</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/23311932.2020.1778604</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alemu</surname> <given-names>S. K.</given-names>
</name>
<name>
<surname>Huluka</surname> <given-names>A. B.</given-names>
</name>
<name>
<surname>Tesfaye</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Haileselassie</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Uauy</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Genome-wide association mapping identifies yellow rust resistance loci in Ethiopian durum wheat germplasm</article-title>. <source>PloS One</source> <volume>16</volume> (<issue>5</issue>), <elocation-id>e0243675</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0243675</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alfeo</surname> <given-names>V.</given-names>
</name>
<name>
<surname>De Francesco</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Sileoni</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Blangiforti</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Palmeri</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Aerts</surname> <given-names>G.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Physicochemical properties, sugar profile, and non-starch polysaccharides characterization of old wheat malt landraces</article-title>. <source>J. Food Compos. Anal.</source> <volume>102</volume>, <fpage>103997</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jfca.2021.103997</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alfeo</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Jaskula-Goiris</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Venora</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Schimmenti</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Aerts</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Todaro</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Screening of durum wheat landraces (<italic>Triticum turgidum</italic> subsp. <italic>durum</italic>) for the malting suitability</article-title>. <source>J. Cereal Sci.</source> <volume>83</volume>, <fpage>10</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.jcs.2018.08.001</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alipour</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Bihamta</surname> <given-names>M. R.</given-names>
</name>
<name>
<surname>Mohammadi</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Peyghambari</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Bai</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Genotyping-by-sequencing (GBS) revealed molecular genetic diversity of Iranian wheat landraces and cultivars</article-title>. <source>Front. Plant Sci.</source> <volume>8</volume>, <elocation-id>1293</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2017.01293</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Al Khateeb</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Al Shalabi</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Schroeder</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Musallam</surname> <given-names>I.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Phenotypic and molecular variation in drought tolerance of Jordanian durum wheat (<italic>Triticum durum</italic> desf.) landraces</article-title>. <source>Physiol. Mol. Biol.</source> <volume>23</volume>, <fpage>311</fpage>&#x2013;<lpage>319</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12298-017-0434-y</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Al Lawati</surname> <given-names>A. H.</given-names>
</name>
<name>
<surname>Nadaf</surname> <given-names>S. K.</given-names>
</name>
<name>
<surname>AlSaady</surname> <given-names>N. A.</given-names>
</name>
<name>
<surname>Al Hinai</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Almamari</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Al Adawi</surname> <given-names>M. H.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Genetic diversity of omani durum wheat (sub sp.) landraces</article-title>. <source>Open Agric</source>. <volume>15</volume>, <fpage>21</fpage>&#x2013;<lpage>32</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2174/1874331502115010021</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Allen</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Winfield</surname> <given-names>M. O.</given-names>
</name>
<name>
<surname>Burridge</surname> <given-names>A. J.</given-names>
</name>
<name>
<surname>Downie</surname> <given-names>R. C.</given-names>
</name>
<name>
<surname>Benbow</surname> <given-names>H. R.</given-names>
</name>
<name>
<surname>Barker</surname> <given-names>G. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Characterization of a wheat breeders&#x2019; array suitable for high-throughput SNP genotyping of global accessions of hexaploid bread wheat (<italic>Triticum aestivum</italic>)</article-title>. <source>Plant Biotechnol. J.</source> <volume>15</volume> (<issue>3</issue>), <fpage>390</fpage>&#x2013;<lpage>401</lpage>. doi: <pub-id pub-id-type="doi">10.1111/pbi.12635</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Alsaleh</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Bektas</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Baloch</surname> <given-names>F. S.</given-names>
</name>
<name>
<surname>Nadeem</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>&#xd6;zkan</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Turkish Durum wheat conserved ex-situ and <italic>in situ</italic> unveils a new hotspot of unexplored genetic diversity</article-title>. <source>Crop Sci.</source> <volume>62</volume>, <fpage>1200</fpage>&#x2013;<lpage>1212</lpage>. doi: <pub-id pub-id-type="doi">10.1002/csc2.20723</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Altamore</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Ingrassia</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Columba</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Chironi</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Bacarella</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Italian Consumers&#x2019; preferences for pasta and consumption trends: Tradition or innovation</article-title>? <source>J. Int. Food Agribus.</source> <volume>32</volume>, <fpage>337</fpage>&#x2013;<lpage>360</lpage>. doi: <pub-id pub-id-type="doi">10.1080/08974438.2019.1650865</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Annicchiarico</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Abdellaoui</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Kelkouli</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Zerargui</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Grain yield, straw yield and economic value of tall and semi-dwarf durum wheat cultivars in Algeria</article-title>. <source>J. Agric. Sci.</source> <volume>143</volume>, <fpage>57</fpage>&#x2013;<lpage>64</lpage>. doi: <pub-id pub-id-type="doi">10.1017/S0021859605004855</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Annicchiarico</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Pecetti</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Damania</surname> <given-names>A. B.</given-names>
</name>
</person-group> (<year>1995</year>). <article-title>Relationships between phenotypic variation and climatic factors at collecting sites in durum wheat landraces</article-title>. <source>Hereditas</source> <volume>122</volume>, <fpage>163</fpage>&#x2013;<lpage>167</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1601-5223.1995.00163.x</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Annicchiarico</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Bellah</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Moragues</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Relationships among adaptation patterns, morphophysiological traits and molecular markers in durum wheat</article-title>. <source>Plant Breed.</source> <volume>128</volume>, <fpage>164</fpage>&#x2013;<lpage>171</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1439-0523.2008.01557.x</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Annunziata</surname> <given-names>M. G.</given-names>
</name>
<name>
<surname>Ciarmiello</surname> <given-names>L. F.</given-names>
</name>
<name>
<surname>Woodrow</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Maximova</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Fuggi</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Carillo</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Durum wheat roots adapt to salinity remodeling the cellular content of nitrogen metabolites and sucrose</article-title>. <source>Front. Plant Sci.</source> <volume>7</volume>, <elocation-id>2035</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2016.02035</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="thesis">
<person-group person-group-type="author">
<name>
<surname>Aouini</surname> <given-names>L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Durum wheat and septoria tritici blotch: genes and prospects for breeding  (Order No. 28232876)</article-title> Available from <source>ProQuest Dissertations &amp; Theses Global</source>. (2564078719). Retrieved from <uri xlink:href="https://www.proquest.com/dissertations-theses/durum-wheat-septoria-tritici-blotch-genes/docview/2564078719/se-2">https://www.proquest.com/dissertations-theses/durum-wheat-septoria-tritici-blotch-genes/docview/2564078719/se-2</uri>.</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aoun</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Breiland</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Kathryn Turner</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Loladze</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Chao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>S. S.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Genome-wide association mapping of leaf rust response in a durum wheat worldwide germplasm collection</article-title>. <source>Plant Genome</source> <volume>9</volume> (<issue>3</issue>). doi: <pub-id pub-id-type="doi">10.3835/plantgenome2016.01.0008</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aoun</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Kolmer</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Rouse</surname> <given-names>M. N.</given-names>
</name>
<name>
<surname>Chao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Bulbula</surname> <given-names>W. D.</given-names>
</name>
<name>
<surname>Elias</surname> <given-names>E. M.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Inheritance and bulked segregant analysis of leaf rust and stem rust resistance in durum wheat genotypes</article-title>. <source>Phytopathology</source> <volume>107</volume>, <fpage>1496</fpage>&#x2013;<lpage>1506</lpage>. doi: <pub-id pub-id-type="doi">10.1094/PHYTO-12-16-0444-R</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Aoun</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Kolmer</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Rouse</surname> <given-names>M. N.</given-names>
</name>
<name>
<surname>Elias</surname> <given-names>E. M.</given-names>
</name>
<name>
<surname>Breiland</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Bulbula</surname> <given-names>W. D.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Mapping of novel leaf rust and stem rust resistance genes in the Portuguese durum wheat landrace PI 192051</article-title>. <source>G3: Genes Genomes Genet.</source> <volume>9</volume>, <fpage>2535</fpage>&#x2013;<lpage>2547</lpage>. doi: <pub-id pub-id-type="doi">10.1534/g3.119.400292</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>&#xc1;vila</surname> <given-names>C. M.</given-names>
</name>
<name>
<surname>Requena-Ram&#xed;rez</surname> <given-names>M. D.</given-names>
</name>
<name>
<surname>Rodr&#xed;guez-Su&#xe1;rez</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Flores</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Sillero</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Atienza</surname> <given-names>S. G.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Genome-wide association analysis for stem cross section properties, height and heading date in a collection of spanish durum wheat landraces</article-title>. <source>Plants</source> <volume>10</volume>, <fpage>1123</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants10061123</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ayadi</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Jallouli</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Chamekh</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Zouari</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Landi</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Hammami</surname> <given-names>Z.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Variation of grain yield, grain protein content and nitrogen use efficiency components under different nitrogen rates in mediterranean durum wheat genotypes</article-title>. <source>Agriculture</source> <volume>12</volume>, <fpage>916</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agriculture12070916</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ayalew</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Tsang</surname> <given-names>P. W.</given-names>
</name>
<name>
<surname>Chu</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Comparison of TaqMan, KASP and rhAmp SNP genotyping platforms in hexaploid wheat</article-title>. <source>PloS One</source> <volume>14</volume> (<issue>5</issue>), <elocation-id>e0217222</elocation-id>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0217222</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Azeez</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Adubi</surname> <given-names>O. A.</given-names>
</name>
<name>
<surname>Durodola</surname> <given-names>F. A.</given-names>
</name>
</person-group> (<year>2018</year>). &#x201c;<article-title>Landraces and crop genetic improvement</article-title>,&#x201d; in <source>Rediscovery of landraces as a resource for the future</source>, <publisher-name>IntechOpen</publisher-name>, <publisher-loc>London, UK</publisher-loc>, <fpage>1</fpage>&#x2013;<lpage>19</lpage>.</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Balla</surname> <given-names>M. Y.</given-names>
</name>
<name>
<surname>Gorafi</surname> <given-names>Y. S. A.</given-names>
</name>
<name>
<surname>Kamal</surname> <given-names>N. M.</given-names>
</name>
<name>
<surname>Abdalla</surname> <given-names>M. G. A.</given-names>
</name>
<name>
<surname>Tahir</surname> <given-names>I. S. A.</given-names>
</name>
<name>
<surname>Tsujimoto</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Harnessing the diversity of wild emmer wheat for genetic improvement of durum wheat</article-title>. <source>Theor. Appl. Genet.</source> <volume>135</volume>, <fpage>1671</fpage>&#x2013;<lpage>1684</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00122-022-04062-7</pub-id>
</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bansal</surname> <given-names>U. K.</given-names>
</name>
<name>
<surname>Arief</surname> <given-names>V. N.</given-names>
</name>
<name>
<surname>DeLacy</surname> <given-names>I. H.</given-names>
</name>
<name>
<surname>Bariana</surname> <given-names>H. S.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Exploring wheat landraces for rust resistance using a single marker scan</article-title>. <source>Euphytica</source> <volume>194</volume>, <fpage>219</fpage>&#x2013;<lpage>233</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10681-013-0940-0</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bayer</surname> <given-names>P. E.</given-names>
</name>
<name>
<surname>Golicz</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Scheben</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Batley</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Edwards</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Plant pan-genomes are the new reference</article-title>. <source>Nat. Plants</source> <volume>6</volume>, <fpage>914</fpage>&#x2013;<lpage>920</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41477-020-0733-0</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bayer</surname> <given-names>P. E.</given-names>
</name>
<name>
<surname>Petereit</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Durant</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Monat</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Rouard</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>H.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Bread wheat genomes graph pangenome</article-title>. <source>Zenodo</source>. doi:&#xa0;<pub-id pub-id-type="doi">10.1101/2022.02.23.481560</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ben M&#x2019;Barek</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Laribi</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Kouki</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Castillo</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Araar</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Nefzaoui</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Phenotyping Mediterranean durum wheat landraces for resistance to <italic>Zymoseptoria tritici</italic> in Tunisia</article-title>. <source>Genes</source> <volume>13</volume>, <fpage>355</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/genes13020355</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bianco</surname> <given-names>M. L.</given-names>
</name>
<name>
<surname>Siracusa</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Dattilo</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Venora</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Ruberto</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Phenolic fingerprint of sicilian modern cultivars and durum wheat landraces: a tool to assess biodiversity</article-title>. <source>Cereal Chem.</source> <volume>94</volume>, <fpage>1045</fpage>&#x2013;<lpage>1051</lpage>. doi: <pub-id pub-id-type="doi">10.1094/CCHEM-06-17-0125-R</pub-id>
</citation>
</ref>
<ref id="B33">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Borrill</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Harrington</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Uauy</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Applying the latest advances in genomics and phenomics for trait discovery in polyploid wheat</article-title>. <source>Plant J.</source> <volume>97</volume>, <fpage>56</fpage>&#x2013;<lpage>72</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/tpj.14150</pub-id>
</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Boukid</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Dall&#x2019;Asta</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Bresciani</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Mena</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Del Rio</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Calani</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Phenolic profile and antioxidant capacity of landraces, old and modern Tunisian durum wheat</article-title>. <source>Eur. Food Res. Technol.</source> <volume>245</volume>, <fpage>73</fpage>&#x2013;<lpage>82</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00217-018-3141-1</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bradbury</surname> <given-names>P. J.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Kroon</surname> <given-names>D. E.</given-names>
</name>
<name>
<surname>Casstevens</surname> <given-names>T. M.</given-names>
</name>
<name>
<surname>Ramdoss</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Buckler</surname> <given-names>E. S.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>TASSEL: Software for association mapping of complex traits in diverse samples</article-title>. <source>Bioinformatics</source> <volume>23</volume>, <fpage>2633</fpage>&#x2013;<lpage>2635</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/btm308</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Broccanello</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Chiodi</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Funk</surname> <given-names>A.</given-names>
</name>
<name>
<surname>McGrath</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Panella</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Stevanato</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Comparison of three PCR-based assays for SNP genotyping in plants</article-title>. <source>Plant Methods</source> <volume>14</volume>, <fpage>1</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s13007-018-0295-6</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Broccanello</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Gerace</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Stevanato</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2020</year>). &#x201c;<article-title>QuantStudio&#x2122; 12K flex OpenArray&#xae; system as a tool for high-throughput genotyping and gene expression analysis</article-title>,&#x201d; in <source>Quantitative real-time PCR</source> (<publisher-loc>New York, NY</publisher-loc>: <publisher-name>Humana</publisher-name>), <fpage>199</fpage>&#x2013;<lpage>208</lpage>.</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Camacho Villa</surname> <given-names>T. C.</given-names>
</name>
<name>
<surname>Maxted</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Scholten</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ford-Lloyd</surname> <given-names>B.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Defining and identifying crop landraces</article-title>. <source>Plant Genet. Resour. Charact. Util.</source> <volume>3</volume>, <fpage>373</fpage>&#x2013;<lpage>384</lpage>. doi: <pub-id pub-id-type="doi">10.1079/PGR200591</pub-id>
</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Capblancq</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Forester</surname> <given-names>B. R.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Redundancy analysis: A Swiss army knife for landscape genomics</article-title>. <source>Methods Ecol. Evol.</source> <volume>12</volume>, <fpage>2298</fpage>&#x2013;<lpage>2309</lpage>. doi: <pub-id pub-id-type="doi">10.1111/2041-210X.13722</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Casa&#xf1;as</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Sim&#xf3;</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Casals</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Prohens</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Toward an evolved concept of landrace</article-title>. <source>Front. Plant Sci.</source> <volume>8</volume>, <elocation-id>145</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2017.00145</pub-id>
</citation>
</ref>
<ref id="B1002">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Capblancq</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Fitzpatrick</surname> <given-names>M. C.</given-names>
</name>
<name>
<surname>Bay</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>Exposito-Alonso</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Keller</surname> <given-names>S. R.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Genomic prediction of (mal) adaptation across current and future climatic landscapes</article-title>. <source>Annu. Rev. Ecology Evolution Systematics</source> <volume>51</volume> (<issue>1</issue>). doi: <pub-id pub-id-type="doi">10.1146/annurev-ecolsys-020720-042553</pub-id>
</citation>
</ref>
<ref id="B1003">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cavanagh</surname> <given-names>C. R.</given-names>
</name>
<name>
<surname>Chao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>B. E.</given-names>
</name>
<name>
<surname>Stephen</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kiani</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Genome-wide comparative diversity uncovers multiple targets of selection for improvement in hexaploid wheat landraces and cultivars</article-title>. <source>Proc. Natl. Acad. Sci. U.S.A.</source> <volume>110</volume>, <fpage>8057</fpage>&#x2013;<lpage>8062</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1073/pnas.1217133110</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Cavanagh</surname> <given-names>C. R.</given-names>
</name>
<name>
<surname>Chao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>B. E.</given-names>
</name>
<name>
<surname>Stephen</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kiani</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Genomic prediction of (Mal)adaptation across current and future climatic landscapes</article-title>. <source>Annu. Rev. Ecol. Evol.</source> <volume>51</volume>, <fpage>245</fpage>&#x2013;<lpage>271</lpage>. doi: <pub-id pub-id-type="doi">10.1146/annurev-ecolsys-020720-042553</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chac&#xf3;n</surname> <given-names>E. A.</given-names>
</name>
<name>
<surname>V&#xe1;zquez</surname> <given-names>F. J.</given-names>
</name>
<name>
<surname>Giraldo</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Carrillo</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Benavente</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Rodr&#xed;guez-Quijano</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Allelic variation for prolamins in Spanish durum wheat landraces and its relationship with quality traits</article-title>. <source>Agronomy</source> <volume>10</volume>, <fpage>.136</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agronomy10010136</pub-id>
</citation>
</ref>
<ref id="B1004">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Rouse</surname> <given-names>M. N.</given-names>
</name>
<name>
<surname>Acevedo</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Szabo-Hever</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Bockelman</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Bonman</surname> <given-names>J. M.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Evaluation of genetic diversity and host resistance to stem rust in USDA NSGC durum wheat accessions</article-title>. <source>Plant Genome.</source> <volume>10</volume> (<issue>2</issue>). doi:&#xa0;<pub-id pub-id-type="doi">10.3835/plantgenome2016.07.0071</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chaparro-Encinas</surname> <given-names>L. A.</given-names>
</name>
<name>
<surname>Santoyo</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Pe&#xf1;a-Cabriales</surname> <given-names>J. J.</given-names>
</name>
<name>
<surname>Castro-Espinoza</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Parra-Cota</surname> <given-names>F. I.</given-names>
</name>
<name>
<surname>Santos-Villalobos</surname> <given-names>S. D. L.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Transcriptional regulation of metabolic and cellular processes in durum wheat (<italic>Triticum turgidum</italic> subsp. <italic>durum</italic>) in the face of temperature increasing</article-title>. <source>Plants</source> <volume>10</volume>, <fpage>2792</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants10122792</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chaurasia</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>A. K.</given-names>
</name>
<name>
<surname>Songachan</surname> <given-names>L. S.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>A. D.</given-names>
</name>
<name>
<surname>Bhardwaj</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>K.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Multi-locus genome-wide association studies reveal novel genomic regions associated with vegetative stage salt tolerance in bread wheat (<italic>Triticum aestivum</italic> l.)</article-title>. <source>Genomics</source> <volume>112</volume>, <fpage>4608</fpage>&#x2013;<lpage>4621</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.ygeno.2020.08.006</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chiko</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kebede Gessese</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Shimelash</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Haile</surname> <given-names>W. T.</given-names>
</name>
<name>
<surname>Melo</surname> <given-names>B. Y.</given-names>
</name>
<name>
<surname>Wassie</surname> <given-names>A. S.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Diversity of Ethiopian durum wheat landraces for resistance to stem rust seedling resistance renes</article-title>. <source>Adv. Agric.</source> <volume>2022</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2022/3023427</pub-id>
</citation>
</ref>
<ref id="B1005">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chou</surname> <given-names>C. H.</given-names>
</name>
<name>
<surname>Lin</surname> <given-names>H. S.</given-names>
</name>
<name>
<surname>Wen</surname> <given-names>C. H.</given-names>
</name>
<name>
<surname>Tung</surname> <given-names>C. W.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Patterns of genetic variation and QTLs controlling grain traits in a collection of global wheat germplasm revealed by high-quality SNP markers</article-title>. <source>BMC Plant Biol.</source> <volume>22</volume>, <fpage>455</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12870-022-03844-x</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chung</surname> <given-names>Y. S.</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>S. C.</given-names>
</name>
<name>
<surname>Jun</surname> <given-names>T. H.</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Genotyping-by-sequencing: a promising tool for plant genetics research and breeding</article-title>. <source>Horticult. Environ. Biotechnol.</source> <volume>58</volume>, <fpage>425</fpage>&#x2013;<lpage>431</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s13580-017-0297-8</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Colasuonno</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Marcotuli</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Blanco</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Maccaferri</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Condorelli</surname> <given-names>G. E.</given-names>
</name>
<name>
<surname>Tuberosa</surname> <given-names>R.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Carotenoid pigment content in durum wheat (<italic>Triticum turgidum l.</italic> var <italic>durum</italic>): An overview of quantitative trait loci and candidate genes</article-title>. <source>Front. Plant Sci.</source> <volume>10</volume>, <elocation-id>1347</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2019.01347</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Colasuonno</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Marcotuli</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Gadaleta</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Soriano</surname> <given-names>J. M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>From genetic maps to QTL cloning: an overview for durum wheat</article-title>. <source>Plants</source> <volume>10</volume>, <fpage>315</fpage>. doi: <pub-id pub-id-type="doi">10.3390/plants10020315</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Colmer</surname> <given-names>T. D.</given-names>
</name>
<name>
<surname>Munns</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Flowers</surname> <given-names>T. J.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Improving salt tolerance of wheat and barley: future prospects</article-title>. <source>Aust. J. Exp. Agric.</source> <volume>45</volume>, <fpage>1425</fpage>&#x2013;<lpage>1443</lpage>. doi: <pub-id pub-id-type="doi">10.1071/EA04162</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Crossa</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Jarqu&#xed;n</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Franco</surname> <given-names>J.</given-names>
</name>
<name>
<surname>P&#xe9;rez-Rodr&#xed;guez</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Burgue&#xf1;o</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Saint-Pierre</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Genomic prediction of gene bank wheat landraces</article-title>. <source>G3: Genes Genomes Genet.</source> <volume>6</volume>, <fpage>1819</fpage>&#x2013;<lpage>1834</lpage>. doi: <pub-id pub-id-type="doi">10.1534/g3.116.029637</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Crossa</surname> <given-names>J.</given-names>
</name>
<name>
<surname>P&#xe9;rez-Rodr&#xed;guez</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Cuevas</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Montesinos-L&#xf3;pez</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Jarqu&#xed;n</surname> <given-names>D.</given-names>
</name>
<name>
<surname>De Los Campos</surname> <given-names>G.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Genomic selection in plant breeding: methods, models, and perspectives</article-title>. <source>Trends Plant Sci.</source> <volume>22</volume>, <fpage>961</fpage>&#x2013;<lpage>975</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tplants.2017.08.011</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Daetwyler</surname> <given-names>H. D.</given-names>
</name>
<name>
<surname>Pong-Wong</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Villanueva</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Woolliams</surname> <given-names>J. A.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>The impact of genetic architecture on genome-wide evaluation methods</article-title>. <source>Genetics</source> <volume>185</volume>, <fpage>1021</fpage>&#x2013;<lpage>1031</lpage>. doi: <pub-id pub-id-type="doi">10.1534/genetics.110.116855</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dagnaw</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Mulugeta</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Haileselassie</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Geleta</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Tesfaye</surname> <given-names>K.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Phenotypic variability, heritability and associations of agronomic and quality traits in cultivated Ethiopian durum wheat (<italic>Triticum turgidum</italic> l. ssp. <italic>durum</italic>, desf.)</article-title>. <source>Agronomy</source> <volume>12</volume>, <fpage>1714</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agronomy12071714</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Davenport</surname> <given-names>R.</given-names>
</name>
<name>
<surname>James</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>Zakrisson-Plogander</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Tester</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Munns</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Control of sodium transport in durum wheat</article-title>. <source>Plant Physiol.</source> <volume>137</volume>, <fpage>807</fpage>&#x2013;<lpage>818</lpage>. doi: <pub-id pub-id-type="doi">10.1104/pp.104.057307</pub-id>
</citation>
</ref>
<ref id="B55">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Davey</surname> <given-names>J. W.</given-names>
</name>
<name>
<surname>Hohenlohe</surname> <given-names>P. A.</given-names>
</name>
<name>
<surname>Etter</surname> <given-names>P. D.</given-names>
</name>
<name>
<surname>Boone</surname> <given-names>J. Q.</given-names>
</name>
<name>
<surname>Catchen</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Blaxter</surname> <given-names>M. L.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Genome-wide genetic marker discovery and genotyping using next-generation sequencing</article-title>. <source>Nat. Rev. Genet.</source> <volume>12</volume>, <fpage>499</fpage>&#x2013;<lpage>510</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nrg3012</pub-id>
</citation>
</ref>
<ref id="B56">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Cillis</surname> <given-names>U.</given-names>
</name>
</person-group> (<year>1942</year>). <article-title>I frumenti Siciliani</article-title>. <publisher-loc>Stazione Sperimentale di Granicoltura "Benito Mussolini" per la Sicilia - Catania</publisher-loc>. <publisher-name>Pubblicazione n</publisher-name>. <volume>9</volume> p. <fpage>1</fpage>&#x2013;<lpage>323</lpage>.</citation>
</ref>
<ref id="B1006">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Desiderio</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Zarei</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Licciardello</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Cheghamirza</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Farshadfar</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Virzi</surname> <given-names>N.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Genomic regions from an Iranian landrace increase kernel size in durum wheat</article-title>. <source>Front. Plant Sci.</source> <volume>10</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2019.00448</pub-id>
</citation>
</ref>
<ref id="B57">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>De Santis</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Soccio</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Laus</surname> <given-names>M. N.</given-names>
</name>
<name>
<surname>Flagella</surname> <given-names>Z.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Influence of drought and salt stress on durum wheat grain quality and composition: A review</article-title>. <source>Plants</source> <volume>10</volume>, <fpage>2599</fpage>. doi: <pub-id pub-id-type="doi">10.3390/plants10122599</pub-id>
</citation>
</ref>
<ref id="B58">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Deschamps</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Llaca</surname> <given-names>V.</given-names>
</name>
<name>
<surname>May</surname> <given-names>G. D.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Genotyping-by-sequencing in plants</article-title>. <source>Biology</source> <volume>1</volume>, <fpage>460</fpage>&#x2013;<lpage>483</lpage>. doi: <pub-id pub-id-type="doi">10.3390/biology1030460</pub-id>
</citation>
</ref>
<ref id="B59">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>De Vita</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Taranto</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2019</year>). &#x201c;<article-title>Durum wheat (Triticum turgidum ssp. durum) breeding to meet the challenge of climate change</article-title>,&#x201d; in <source>Advances in plant breeding strategies: cereals</source> (<publisher-loc>Switzerland</publisher-loc>: <publisher-name>Springer, Cham</publisher-name>).</citation>
</ref>
<ref id="B60">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Di Francesco</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Saletti</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Cunsolo</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Svensson</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Muccilli</surname> <given-names>V.</given-names>
</name>
<name>
<surname>De Vita</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Qualitative proteomic comparison of metabolic and CM-like protein fractions in old and modern wheat Italian genotypes by a shotgun approach</article-title>. <source>J. Proteomics.</source> <volume>211</volume>, <fpage>103530</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jprot.2019.103530</pub-id>
</citation>
</ref>
<ref id="B61">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Diges&#xf9;</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Platani</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Cattivelli</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Mangini</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Blanco</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Genetic variability in yellow pigment components in cultivated and wild tetraploid wheats</article-title>. <source>J. Cereal Sci.</source> <volume>50</volume> (<issue>2</issue>), <fpage>210</fpage>&#x2013;<lpage>218</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jcs.2009.05.002</pub-id>
</citation>
</ref>
<ref id="B62">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Di Loreto</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Bosi</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Montero</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Bregola</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Marotti</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Sferrazza</surname> <given-names>R. E.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Determination of phenolic compounds in ancient and modern durum wheat genotypes</article-title>. <source>Electrophoresis</source> <volume>39</volume>, <fpage>2001</fpage>&#x2013;<lpage>2010</lpage>. doi: <pub-id pub-id-type="doi">10.1002/elps.201700439</pub-id>
</citation>
</ref>
<ref id="B63">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dinelli</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Carretero</surname> <given-names>A. S.</given-names>
</name>
<name>
<surname>Di Silvestro</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Marotti</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Fu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Benedettelli</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2009</year>). <article-title>Determination of phenolic compounds in modern and old varieties of durum wheat using liquid chromatography coupled with time-of-flight mass spectrometry</article-title>. <source>J. Chromatogr. A.</source> <volume>1216</volume>, <fpage>7229</fpage>&#x2013;<lpage>7240</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.chroma.2009.08.041</pub-id>
</citation>
</ref>
<ref id="B64">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Di Pede</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Dodi</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Scarpa</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Brighenti</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Dall&#x2019;Asta</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Scazzina</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Glycemic index values of pasta products: An overview</article-title>. <source>Foods</source> <volume>10</volume>, <fpage>2541</fpage>. doi: <pub-id pub-id-type="doi">10.3390/foods10112541</pub-id>
</citation>
</ref>
<ref id="B65">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Dvorak</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Krasylenko</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zeiner</surname> <given-names>A.</given-names>
</name>
<name>
<surname>&#x160;amaj</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Tak&#xe1;c</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Signaling toward reactive oxygen species-scavenging enzymes in plants</article-title>. <source>Front. Plant Sci.</source> <volume>11</volume>, <elocation-id>618835</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2020.618835</pub-id>
</citation>
</ref>
<ref id="B66">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Edelstein</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Plaut</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Ben-Hur</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Water salinity and sodicity effects on soil structure and hydraulic properties</article-title>. <source>Adv. Hortic. Sci.</source> <volume>24</volume>, <fpage>154</fpage>&#x2013;<lpage>160</lpage>.</citation>
</ref>
<ref id="B67">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Elshire</surname> <given-names>R. J.</given-names>
</name>
<name>
<surname>Glaubitz</surname> <given-names>J. C.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Poland</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Kawamoto</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Buckler</surname> <given-names>E. S.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>A robust, simple genotyping-by-sequencing (GBS) approach for high diversity species</article-title>. <source>PloS One</source> <volume>6</volume>, <fpage>19379</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0019379</pub-id>
</citation>
</ref>
<ref id="B68">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Esposito</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Taranto</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Vitale</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Ficco</surname> <given-names>D. B. M.</given-names>
</name>
<name>
<surname>Colecchia</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Stevanato</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Unlocking the molecular basis of wheat straw composition and morphological traits through multi-locus GWAS</article-title>. <source>BMC Plant Biol.</source> <volume>22</volume>, <fpage>1</fpage>&#x2013;<lpage>19</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12870-022-03900-6</pub-id>
</citation>
</ref>
<ref id="B1000">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Etminan</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Pour-Aboughadareh</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Mohammadi</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Ahmadi-Rad</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Moradi</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Mahdavian</surname> <given-names>Z.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Evaluation of genetic diversity in a mini core collection of Iranian durum wheat germplasms</article-title>. <source>J. Anim. Plant Sci.</source> <volume>27</volume>, <fpage>1582</fpage>&#x2013;<lpage>1587</lpage>.</citation>
</ref>
<ref id="B69">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fayaz</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Aghaee Sarbarzeh</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Talebi</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Azadi</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Genetic diversity and molecular characterization of Iranian durum wheat landraces (<italic>Triticum turgidum durum</italic> (Desf.) husn.) using DArT markers</article-title>. <source>Biochem. Genet.</source> <volume>57</volume>, <fpage>98</fpage>&#x2013;<lpage>116</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10528-018-9877-2</pub-id>
</citation>
</ref>
<ref id="B72">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ferjaoui</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Aouini</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Slimane</surname> <given-names>R. B.</given-names>
</name>
<name>
<surname>Ammar</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Dreisigacker</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Schouten</surname> <given-names>H. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Deciphering resistance to <italic>Zymoseptoria tritici</italic> in the Tunisian durum wheat landrace accession &#x2018;Agili39&#x2019;</article-title>. <source>BMC Genom.</source> <volume>23</volume>, <fpage>1</fpage>&#x2013;<lpage>20</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12864-022-08560-2</pub-id>
</citation>
</ref>
<ref id="B71">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ferjaoui</surname> <given-names>S.</given-names>
</name>
<name>
<surname>M'Barek</surname> <given-names>S. B.</given-names>
</name>
<name>
<surname>Bahri</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Slimane</surname> <given-names>R. B.</given-names>
</name>
<name>
<surname>Hamza</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Identification of resistance sources to septoria tritici blotch in old Tunisian durum wheat germplasm applied for the analysis of the <italic>Zymoseptoria tritici</italic>-durum wheat interaction</article-title>. <source>J. Plant Pathol.</source> <volume>97</volume>, <fpage>1</fpage>&#x2013;<lpage>11</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.4454/JPP.V97I3.028</pub-id>
</citation>
</ref>
<ref id="B70">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Fernando</surname> <given-names>R. L.</given-names>
</name>
<name>
<surname>Garrick</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2013</year>). &#x201c;<article-title>Bayesian Methods applied to GWAS</article-title>,&#x201d; in <source>Genome wide association studies and genomic prediction</source>, vol. <volume>1019</volume> . Eds. <person-group person-group-type="editor">
<name>
<surname>Gondro</surname> <given-names>C.</given-names>
</name>
<name>
<surname>van der Werf</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Hayes</surname> <given-names>B.</given-names>
</name>
</person-group> (<publisher-loc>Totowa, NJ</publisher-loc>: <publisher-name>Humana Press</publisher-name>), <fpage>237</fpage>&#x2013;<lpage>274</lpage>.</citation>
</ref>
<ref id="B1008">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fiore</surname> <given-names>M. C.</given-names>
</name>
<name>
<surname>Mercati</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Spina</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Blangiforti</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Venora</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Dell'Acqua</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>High-throughput genotype, morphology, and quality traits evaluation for the assessment of genetic diversity of wheat landraces from Sicily</article-title>. <source>Plants</source> <volume>8</volume>, <elocation-id>116</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants8050116</pub-id>
</citation>
</ref>
<ref id="B1009">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Flagella</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Giuliani</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Giuzio</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Volpi</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Masci</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Influence of water deficit on durum wheat storage protein composition and technological quality</article-title>. <source>Eur. J. Agron.</source> <volume>33</volume>, <fpage>197</fpage>&#x2013;<lpage>207</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.eja.2010.05.006</pub-id>
</citation>
</ref>
<ref id="B74">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Forester</surname> <given-names>B. R.</given-names>
</name>
<name>
<surname>Lasky</surname> <given-names>J. R.</given-names>
</name>
<name>
<surname>Wagner</surname> <given-names>H. H.</given-names>
</name>
<name>
<surname>Urban</surname> <given-names>D. L.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Comparing methods for detecting multilocus adaptation with multivariate genotype&#x2013;environment associations</article-title>. <source>Mol. Ecol.</source> <volume>27</volume>, <fpage>2215</fpage>&#x2013;<lpage>2233</lpage>. doi: <pub-id pub-id-type="doi">10.1111/mec.14584</pub-id>
</citation>
</ref>
<ref id="B73">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Forrest</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Pujol</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Bulli</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Pumphrey</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Wellings</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Herrera-Foessel</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>Development of a SNP marker assay for the <italic>Lr67</italic> gene of wheat using a genotyping by sequencing approach</article-title>. <source>Mol. Breed.</source> <volume>34</volume>, <fpage>2109</fpage>&#x2013;<lpage>2118</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11032-014-0166-4</pub-id>
</citation>
</ref>
<ref id="B75">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Frankin</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Roychowdhury</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Nashef</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Abbo</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Bonfil</surname> <given-names>D. J.</given-names>
</name>
<name>
<surname>Ben-David</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>In-field comparative study of landraces vs. modern wheat genotypes under a mediterranean climate</article-title>. <source>Plants</source> <volume>10</volume>, <fpage>2612</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants10122612</pub-id>
</citation>
</ref>
<ref id="B76">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ganal</surname> <given-names>M. W.</given-names>
</name>
<name>
<surname>Polley</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Graner</surname> <given-names>E.-M.</given-names>
</name>
<name>
<surname>Plieske</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wieseke</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Luerssen</surname> <given-names>H.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>Large SNP arrays for genotyping in crop plants</article-title>. <source>J. Biosci.</source> <volume>37</volume>, <fpage>821</fpage>&#x2013;<lpage>828</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s12038-012-9225-3</pub-id>
</citation>
</ref>
<ref id="B1010">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Genievskaya</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Pecchioni</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Laid&#xf2;</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Anuarbek</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Rsaliyev</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Chudinov</surname> <given-names>V.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Genome-wide association study of leaf rust and stem rust seedling and adult resistances in tetraploid wheat accessions harvested in kazakhstan</article-title>. <source>Plants</source> <volume>11</volume>, <fpage>1904</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants11151904</pub-id>
</citation>
</ref>
<ref id="B77">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ghavami</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Elias</surname> <given-names>E. M.</given-names>
</name>
<name>
<surname>Mamidi</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Ansari</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Sargolzaei</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Adhikari</surname> <given-names>T.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Mixed model association mapping for fusarium head blight resistance in Tunisian-derived durum wheat populations</article-title>. <source>G3: Genes| Genomes| Genet.</source> <volume>1</volume>, <fpage>209</fpage>&#x2013;<lpage>218</lpage>. doi: <pub-id pub-id-type="doi">10.1534/g3.111.000489</pub-id>
</citation>
</ref>
<ref id="B78">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Giancaspro</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Colasuonno</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Zito</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Blanco</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Pasqualone</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Gadaleta</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2016</year>). <article-title>Varietal traceability of bread &#x2018;Pane Nero di castelvetrano&#x2019; by denaturing high pressure liquid chromatography analysis of single nucleotide polymorphisms</article-title>. <source>Food Control</source> <volume>59</volume>, <fpage>809</fpage>&#x2013;<lpage>817</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodcont.2015.07.006</pub-id>
</citation>
</ref>
<ref id="B79">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Golicz</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Bayer</surname> <given-names>P. E.</given-names>
</name>
<name>
<surname>Barker</surname> <given-names>G. C.</given-names>
</name>
<name>
<surname>Edger</surname> <given-names>PP</given-names>
</name>
<name>
<surname>Kim</surname> <given-names>H</given-names>
</name>
<name>
<surname>Martinez</surname> <given-names>PA</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>The pangenome of an agronomically important crop plant brassica oleracea</article-title>. <source>Nat. Commun.</source> <volume>7</volume>, <fpage>13390</fpage>. doi: <pub-id pub-id-type="doi">10.1038/ncomms13390</pub-id>
</citation>
</ref>
<ref id="B80">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guerrero</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Andrello</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Burgarella</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Manel</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Soil environment is a key driver of adaptation in <italic>Medicago truncatula</italic>: new insights from landscape genomics</article-title>. <source>New Phytol.</source> <volume>219</volume>, <fpage>378</fpage>&#x2013;<lpage>390</lpage>. doi: <pub-id pub-id-type="doi">10.1111/nph.15171</pub-id>
</citation>
</ref>
<ref id="B1011">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Gupta</surname> <given-names>P. K.</given-names>
</name>
<name>
<surname>Balyan</surname> <given-names>H. S.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kumar</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Genetics of yield, abiotic stress tolerance and biofortification in wheat (<italic>Triticum aestivum</italic> l.)</article-title>. <source>Theor. Appl. Genet.</source> <volume>133</volume>, <fpage>1569</fpage>&#x2013;<lpage>1602</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00122-020-03583-3</pub-id>
</citation>
</ref>
<ref id="B81">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Guzman</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Pe&#xf1;a</surname> <given-names>R. J.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Autrique</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Dreisigacker</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Crossa</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Wheat quality improvement at CIMMYT and the use of genomic selection on it</article-title>. <source>Appl. Trans. Genomics</source> <volume>11</volume>, <fpage>3</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.atg.2016.10.004</pub-id>
</citation>
</ref>
<ref id="B1012">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Halder</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Ali</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Sidhu</surname> <given-names>J. S.</given-names>
</name>
<name>
<surname>Gill</surname> <given-names>H. S.</given-names>
</name>
<name>
<surname>Talukder</surname> <given-names>S. K.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Mining and genomic characterization of resistance to tan spot, stagonospora nodorum blotch (SNB), and fusarium head blight in Watkins core collection of wheat landraces</article-title>. <source>BMC Plant Biol.</source> <volume>19</volume>, <fpage>480</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12870-019-2093-3</pub-id>
</citation>
</ref>
<ref id="B1013">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hamdi</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Brini</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Kharrat</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Masmoudi</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Yakoubi</surname> <given-names>I.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Abscisic acid, stress, and ripening (<italic>Tt</italic>ASR1) gene as a functional marker for salt tolerance in durum wheat</article-title>. <source>BioMed. Res. Int.</source> <volume>31</volume>, <elocation-id>7876357</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1155/2020/7876357</pub-id>
</citation>
</ref>
<ref id="B82">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hanif</surname> <given-names>U.</given-names>
</name>
<name>
<surname>Alipour</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Gul</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Jing</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Darvishzadeh</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Amir</surname> <given-names>R.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Characterization of the genetic basis of local adaptation of wheat landraces from Iran and Pakistan using genome-wide association study</article-title>. <source>TPG</source> <volume>14</volume>, <fpage>20096</fpage>. doi: <pub-id pub-id-type="doi">10.1002/tpg2.20096</pub-id>
</citation>
</ref>
<ref id="B83">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Harrington</surname> <given-names>S. A.</given-names>
</name>
<name>
<surname>Cobo</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Karafiatova</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Dolezel</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Borrill</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Uauy</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Identification of a dominant chlorosis phenotype through a forward screen of the <italic>Triticum turgidum</italic> cv. kronos TILLING population</article-title>. <source>Front. Plant Sci.</source> <volume>10</volume>, <elocation-id>963</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2019.00963</pub-id>
</citation>
</ref>
<ref id="B84">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>He</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Pasam</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Shi</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Kant</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Keeble-Gagnere</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Kay</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Exome sequencing highlights the role of wild-relative introgression in shaping the adaptive landscape of the wheat genome</article-title>. <source>Nat. Genet.</source> <volume>5</volume>, <fpage>896</fpage>&#x2013;<lpage>904</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41588-019-0382-2</pub-id>
</citation>
</ref>
<ref id="B86">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hernandez-Espinosa</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Laddomada</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Payne</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Huerta-Espino</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Govindan</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Ammar</surname> <given-names>K.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Nutritional quality characterization of a set of durum wheat landraces from Iran and Mexico</article-title>. <source>LWT</source> <volume>124</volume>, <fpage>109198</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.lwt.2020.109198</pub-id>
</citation>
</ref>
<ref id="B85">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hern&#xe1;ndez-Espinosa</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Mondal</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Autrique</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Gonzalez-Santoyo</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Crossa</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Huerta-Espino</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Milling, processing and end-use quality traits of CIMMYT spring bread wheat germplasm under drought and heat stress</article-title>. <source>Field Crops Res.</source> <volume>215</volume>, <fpage>104</fpage>&#x2013;<lpage>112</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.fcr.2017.10.003</pub-id>
</citation>
</ref>
<ref id="B87">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hufford</surname> <given-names>M. B.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Van Heerwaarden</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Pyh&#xe4;j&#xe4;rvi</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Chia</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Cartwright</surname> <given-names>R. A.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>Comparative population genomics of maize domestication and improvement</article-title>. <source>Nat. Genet.</source> <volume>44</volume> (<issue>7</issue>), <fpage>808</fpage>&#x2013;<lpage>811</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ng.2309</pub-id>
</citation>
</ref>
<ref id="B1014">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jarqu&#xed;n</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Crossa</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Lacaze</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Du Cheyron</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Daucourt</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Lorgeou</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>A reaction norm model for genomic selection using high-dimensional genomic and environmental data</article-title>. <source>Theor. Appl. Genet.</source> <volume>127</volume>, <fpage>595</fpage>&#x2013;<lpage>607</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00122-013-2243-1</pub-id>
</citation>
</ref>
<ref id="B88">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Jin</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Wen</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zhai</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Yan</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Genome-wide QTL mapping for wheat processing quality parameters in a gaocheng 8901/Zhoumai 16 recombinant inbred line population</article-title>. <source>Front. Plant Sci.</source> <volume>7</volume>, <elocation-id>1032</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2016.01032</pub-id>
</citation>
</ref>
<ref id="B89">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kabbaj</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Sall</surname> <given-names>A. T.</given-names>
</name>
<name>
<surname>Al-Abdallat</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Geleta</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Amri</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Filali-Maltouf</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Genetic diversity within a global panel of durum wheat (<italic>Triticum durum</italic>) landraces and modern germplasm reveals the history of allele exchange</article-title>. <source>Front. Plant Sci.</source> <volume>8</volume>, <elocation-id>1277</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2017.01277</pub-id>
</citation>
</ref>
<ref id="B90">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kaur</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Gaikwad</surname> <given-names>K.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>From genomes to GENE-omes: exome sequencing concept and applications in crop improvement</article-title>. <source>Front. Plant Sci.</source> <volume>8</volume>, <elocation-id>2164</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2017.02164</pub-id>
</citation>
</ref>
<ref id="B91">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kawecki</surname> <given-names>T. J.</given-names>
</name>
<name>
<surname>Ebert</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>Conceptual issues in local adaptation</article-title>. <source>Ecol. Lett.</source> <volume>7</volume>, <fpage>1225</fpage>&#x2013;<lpage>1241</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1461-0248.2004.00684.x</pub-id>
</citation>
</ref>
<ref id="B94">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Khan</surname> <given-names>A. W.</given-names>
</name>
<name>
<surname>Garg</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Roorkiwal</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Golicz</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Edwards</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Varshney</surname> <given-names>R. K.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Super-pangenome by integrating the wild side of a species for accelerated crop improvement</article-title>. <source>Trends Plant Sci.</source> <volume>25</volume> (<issue>2</issue>), <fpage>148</fpage>&#x2013;<lpage>158</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.tplants.2019.10.012</pub-id>
</citation>
</ref>
<ref id="B93">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kidane</surname> <given-names>Y. G.</given-names>
</name>
<name>
<surname>Mancini</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Mengistu</surname> <given-names>D. K.</given-names>
</name>
<name>
<surname>Frascaroli</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Fadda</surname> <given-names>C.</given-names>
</name>
<name>
<surname>P&#xe8;</surname> <given-names>M. E.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>a). <article-title>Genome wide association study to identify the genetic base of smallholder farmer preferences of durum wheat traits</article-title>. <source>Front. Plant Sci.</source>, <elocation-id>1230</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2017.01230</pub-id>
</citation>
</ref>
<ref id="B92">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kidane</surname> <given-names>Y. G.</given-names>
</name>
<name>
<surname>Hailemariam</surname> <given-names>B. N.</given-names>
</name>
<name>
<surname>Mengistu</surname> <given-names>D. K.</given-names>
</name>
<name>
<surname>Fadda</surname> <given-names>C.</given-names>
</name>
<name>
<surname>P&#xe8;</surname> <given-names>M. E.</given-names>
</name>
<name>
<surname>Dell'Acqua</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2017</year>b). <article-title>Genome-wide association study of <italic>Septoria tritici</italic> blotch resistance in Ethiopian durum wheat landraces</article-title>. <source>Front. Plant Sci.</source> <volume>8</volume>, <elocation-id>1586</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2017.01586</pub-id>
</citation>
</ref>
<ref id="B95">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kthiri</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Loladze</surname> <given-names>A.</given-names>
</name>
<name>
<surname>N&#x2019;Diaye</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Nilsen</surname> <given-names>K. T.</given-names>
</name>
<name>
<surname>Walkowiak</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Dreisigacker</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Mapping of genetic loci conferring resistance to leaf rust from three globally resistant durum wheat sources</article-title>. <source>Front. Plant Sci.</source> <volume>10</volume>, <elocation-id>1247</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2019.01247</pub-id>
</citation>
</ref>
<ref id="B96">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kulkarni</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Soolanayakanahally</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Ogawa</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Uga</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Selvaraj</surname> <given-names>M. G.</given-names>
</name>
<name>
<surname>Kagale</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Drought response in wheat: Key genes and regulatory mechanisms controlling root system architecture and transpiration efficiency</article-title>. <source>Front. Chem.</source> <volume>5</volume>, <elocation-id>106</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fchem.2017.00106</pub-id>
</citation>
</ref>
<ref id="B97">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ladhari</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Corrado</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Rouphael</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Carella</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Nappo</surname> <given-names>G. R.</given-names>
</name>
<name>
<surname>Di Marino</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Chemical, functional, and technological features of grains, brans, and semolina from purple and red durum wheat landraces</article-title>. <source>Foods</source> <volume>11</volume>, <fpage>1545</fpage>. doi: <pub-id pub-id-type="doi">10.3390/foods11111545</pub-id>
</citation>
</ref>
<ref id="B98">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laid&#xf2;</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Mangini</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Taranto</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Gadaleta</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Blanco</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Cattivelli</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2013</year>). <article-title>Genetic diversity and population structure of tetraploid wheats (<italic>Triticum turgidum</italic> l.) estimated by SSR, DArT and pedigree data</article-title>. <source>PloS One</source> <volume>8</volume> (<issue>6</issue>), <elocation-id>e67280</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0067280</pub-id>
</citation>
</ref>
<ref id="B1015">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laid&#xf2;</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Panio</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Marone</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Russo</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Ficco</surname> <given-names>D. B.</given-names>
</name>
<name>
<surname>Giovanniello</surname> <given-names>V.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Identification of new resistance loci to African stem rust race TTKSK in tetraploid wheats based on linkage and genome-wide association mapping</article-title>. <source>Front. Plant Sci.</source> <volume>6</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2015.01033</pub-id>
</citation>
</ref>
<ref id="B1016">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Langridge</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Reynolds</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Breeding for drought and heat tolerance in wheat</article-title>. <source>Theor. Appl. Genet.</source> <volume>134</volume>, <fpage>1753</fpage>&#x2013;<lpage>1769</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00122-021-03795-1</pub-id>
</citation>
</ref>
<ref id="B99">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laribi</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ben M&#x2019;Barek</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Fakhfakh</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Yahyaoui</surname> <given-names>A. H.</given-names>
</name>
<name>
<surname>Sassi</surname> <given-names>K.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Durum wheat mediterranean landraces: a valuable source for resistance to tan spot disease</article-title>. <source>Agriculture</source> <volume>11</volume>, <fpage>1148</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agriculture11111148</pub-id>
</citation>
</ref>
<ref id="B100">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Laus</surname> <given-names>M. N.</given-names>
</name>
<name>
<surname>De Santis</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Flagella</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Soccio</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Changes in antioxidant defence system in durum wheat under hyperosmotic stress: A concise overview</article-title>. <source>Plants</source> <volume>11</volume>, <fpage>98</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants11010098</pub-id>
</citation>
</ref>
<ref id="B101">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lemerle</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Gill</surname> <given-names>G. S.</given-names>
</name>
<name>
<surname>Murphy</surname> <given-names>C. E.</given-names>
</name>
<name>
<surname>Walker</surname> <given-names>S. R.</given-names>
</name>
<name>
<surname>Cousens</surname> <given-names>R. D.</given-names>
</name>
<name>
<surname>Mokhtari</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2001</year>). <article-title>Genetic improvement and agronomy for enhanced wheat competitiveness with weeds</article-title>. <source>Aust. J. Agric. Res.</source> <volume>52</volume>, <fpage>527</fpage>&#x2013;<lpage>548</lpage>. doi: <pub-id pub-id-type="doi">10.1071/AR00056</pub-id>
</citation>
</ref>
<ref id="B1017">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lindsay</surname> <given-names>M. P.</given-names>
</name>
<name>
<surname>Lagudah</surname> <given-names>E. S.</given-names>
</name>
<name>
<surname>Hare</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>Munns</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2004</year>). <article-title>A locus for sodium exclusion (<italic>Nax1</italic>), a trait for salt tolerance, mapped in durum wheat</article-title>. <source>Funct. Plant Biol.</source> <volume>31</volume>, <fpage>1105</fpage>&#x2013;<lpage>1114</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1071/FP04111</pub-id>
</citation>
</ref>
<ref id="B103">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lipka</surname> <given-names>A. E.</given-names>
</name>
<name>
<surname>Tian</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Peiffer</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Bradbury</surname> <given-names>P. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>GAPIT: genome association and prediction integrated tool</article-title>. <source>Bioinformatics</source> <volume>28</volume>, <fpage>2397</fpage>&#x2013;<lpage>2399</lpage>. doi: <pub-id pub-id-type="doi">10.1093/bioinformatics/bts444</pub-id>
</citation>
</ref>
<ref id="B104">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Maccaferri</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Rynearson</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Letta</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Zegeye</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Tuberosa</surname> <given-names>R.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Novel sources of stripe rust resistance identified by genome-wide association mapping in Ethiopian durum wheat (<italic>Triticum turgidum</italic> ssp. <italic>durum</italic>)</article-title>. <source>Front. Plant Sci.</source> <volume>8</volume>, <elocation-id>774</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2017.00774</pub-id>
</citation>
</ref>
<ref id="B1018">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Asseng</surname> <given-names>S.</given-names>
</name>
<name>
<surname>M&#xfc;ller</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ewert</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Elliott</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Lobell</surname> <given-names>D. B.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Similar estimates of temperature impacts on global wheat yield by three independent methods</article-title>. <source>Nat. Clim. Change.</source> <volume>6</volume>, <fpage>1130</fpage>&#x2013;<lpage>1136</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nclimate3115</pub-id>
</citation>
</ref>
<ref id="B102">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Li</surname> <given-names>Y. F.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Hernandez-Espinosa</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Pe&#xf1;a</surname> <given-names>R. J.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Heat and drought stress on durum wheat: Responses of genotypes, yield, and quality parameters</article-title>. <source>J. Cereal Sci.</source> <volume>57</volume>, <fpage>398</fpage>&#x2013;<lpage>404</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jcs.2013.01.005</pub-id>
</citation>
</ref>
<ref id="B105">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lopes</surname> <given-names>M. S.</given-names>
</name>
<name>
<surname>El-Basyoni</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Baenziger</surname> <given-names>P. S.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ozbek</surname> <given-names>K.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Exploiting genetic diversity from landraces in wheat breeding for adaptation to climate change</article-title>. <source>JXB</source> <volume>66</volume>, <fpage>3477</fpage>&#x2013;<lpage>3486.&#xf9;</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jxb/erv122</pub-id>
</citation>
</ref>
<ref id="B106">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maccaferri</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Harris</surname> <given-names>N. S.</given-names>
</name>
<name>
<surname>Twardziok</surname> <given-names>S. O.</given-names>
</name>
<name>
<surname>Pasam</surname> <given-names>R. K.</given-names>
</name>
<name>
<surname>Gundlach</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Spannagl</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Durum wheat genome highlights past domestication signatures and future improvement targets</article-title>. <source>Nat. Genet.</source> <volume>51</volume>, <fpage>885</fpage>&#x2013;<lpage>895</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41588-019-0381-3</pub-id>
</citation>
</ref>
<ref id="B110">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mamluk</surname> <given-names>O. F.</given-names>
</name>
<name>
<surname>Nachit</surname> <given-names>M. M.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>Sources of resistance to common bunt (<italic>Tilletia foetida</italic> and t. caries) in durum wheat</article-title>. <source>J. Phytopathol.</source> <volume>142</volume>, <fpage>122</fpage>&#x2013;<lpage>130</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1439-0434.1994.tb04522.x</pub-id>
</citation>
</ref>
<ref id="B108">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marone</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Russo</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Mores</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Ficco</surname> <given-names>D. B.</given-names>
</name>
<name>
<surname>Laid&#xf2;</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Mastrangelo</surname> <given-names>A. M.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Importance of landraces in cereal breeding for stress tolerance</article-title>. <source>Plants</source> <volume>10</volume>, <fpage>1267</fpage>. doi: <pub-id pub-id-type="doi">10.3390/plants10071267</pub-id>
</citation>
</ref>
<ref id="B112">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mart&#xed;nez-Moreno</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Ammar</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Sol&#xed;s</surname> <given-names>I.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Global changes in cultivated area and breeding activities of durum wheat from 1800 to date: a historical review</article-title>. <source>Agronomy</source> <volume>12</volume>, <fpage>1135</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agronomy12051135</pub-id>
</citation>
</ref>
<ref id="B111">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mart&#xed;nez-Moreno</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Sol&#xed;s</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Noguero</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Blanco</surname> <given-names>A.</given-names>
</name>
<name>
<surname>&#xd6;zberk</surname> <given-names>&#x130;.</given-names>
</name>
<name>
<surname>Nsarellah</surname> <given-names>N.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Durum wheat in the Mediterranean rim: Historical evolution and genetic resources</article-title>. <source>Genet. Resour.</source> <volume>67</volume>, <fpage>1415</fpage>&#x2013;<lpage>1436</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10722-020-00913-8</pub-id>
</citation>
</ref>
<ref id="B1019">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mart&#xed;nez-Moreno</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Giraldo</surname> <given-names>P.</given-names>
</name>
<name>
<surname>C&#xe1;tedra</surname> <given-names>M. D. M.</given-names>
</name>
<name>
<surname>Ruiz</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Evaluation of leaf rust resistance in the Spanish core collection of tetraploid wheat landraces and association with ecogeographical variables</article-title>. <source>Agriculture</source> <volume>11</volume>, <elocation-id>277</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/agriculture11040277</pub-id>
</citation>
</ref>
<ref id="B109">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marzario</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Logozzo</surname> <given-names>G.</given-names>
</name>
<name>
<surname>David</surname> <given-names>J. L.</given-names>
</name>
<name>
<surname>Zeuli</surname> <given-names>P. S.</given-names>
</name>
<name>
<surname>Gioia</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Molecular genotyping (SSR) and agronomic phenotyping for utilization of durum wheat (<italic>Triticum durum</italic> desf.) ex situ collection from southern Italy: a combined approach including pedigreed varieties</article-title>. <source>Genes</source> <volume>9</volume>, <fpage>465</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/genes9100465</pub-id>
</citation>
</ref>
<ref id="B113">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maucieri</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Caruso</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Bona</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Borin</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Barbera</surname> <given-names>A. C.</given-names>
</name>
<name>
<surname>Cavallaro</surname> <given-names>V.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Influence of salinity and osmotic stress on germination process in an old sicilian landrace and a modern cultivar of <italic>Triticum durum</italic> desf</article-title>. <source>Cereal Res. Commun.</source> <volume>46</volume>, <fpage>253</fpage>&#x2013;<lpage>262</lpage>. doi: <pub-id pub-id-type="doi">10.1556/0806.46.2018.07</pub-id>
</citation>
</ref>
<ref id="B1020">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mazzucotelli</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Sciara</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Mastrangelo</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Desiderio</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>S. S.</given-names>
</name>
<name>
<surname>Faris</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>The global durum wheat panel (GDP): An international platform to identify and exchange beneficial alleles</article-title>. <source>Front. Plant Sci.</source> <volume>11</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2020.569905</pub-id>
</citation>
</ref>
<ref id="B114">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Medini</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ferjaoui</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Bahri</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Mhri</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Hattab</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Hamza</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Bulk segregant analysis and marker-trait association reveal common AFLP markers for resistance to septoria leaf blotch in Tunisian old durum wheat</article-title>. <source>BASE</source>.</citation>
</ref>
<ref id="B1021">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mehrabi</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Steffenson</surname> <given-names>B. J.</given-names>
</name>
<name>
<surname>Pour-Aboughadareh</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Matny</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Rahmatov</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Genome-wide association study identifies two loci for stripe rust resistance in a durum wheat panel from Iran</article-title> <volume>4963</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/app12104963</pub-id>
</citation>
</ref>
<ref id="B115">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Melini</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Melini</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Acquistucci</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Nutritional characterization of an Italian traditional bread from ancient grains: The case study of the durum wheat bread &#x201c;Pane di monreale&#x201d;</article-title>. <source>Eur. Food Res. Technol.</source> <volume>247</volume> (<issue>1</issue>), <fpage>193</fpage>&#x2013;<lpage>200</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00217-020-03617-6</pub-id>
</citation>
</ref>
<ref id="B1022">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Melnikova</surname> <given-names>N. V.</given-names>
</name>
<name>
<surname>Mitrofanova</surname> <given-names>O. P.</given-names>
</name>
<name>
<surname>Liapounova</surname> <given-names>O. A.</given-names>
</name>
<name>
<surname>Kudryavtsev</surname> <given-names>A. M.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Global diversity of durum wheat <italic>Triticum durum</italic> desf. for alleles of gliadin-coding loci</article-title>. <source>Russ J. Genet.</source> <volume>46</volume>, <fpage>43</fpage>&#x2013;<lpage>49</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1134/S1022795410010072</pub-id>
</citation>
</ref>
<ref id="B116">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mengistu</surname> <given-names>D. K.</given-names>
</name>
<name>
<surname>Kidane</surname> <given-names>Y. G.</given-names>
</name>
<name>
<surname>Catellani</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Frascaroli</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Fadda</surname> <given-names>C.</given-names>
</name>
<name>
<surname>P&#xe8;</surname> <given-names>M. E.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>High-density molecular characterization and association mapping in Ethiopian durum wheat landraces reveals high diversity and potential for wheat breeding</article-title>. <source>Plant Biotechnol. J.</source> <volume>14</volume>, <fpage>1800</fpage>&#x2013;<lpage>1812</lpage>. doi: <pub-id pub-id-type="doi">10.1111/pbi.12538</pub-id>
</citation>
</ref>
<ref id="B117">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Meyer</surname> <given-names>R. S.</given-names>
</name>
<name>
<surname>Choi</surname> <given-names>J. Y.</given-names>
</name>
<name>
<surname>Sanches</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Plessis</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Flowers</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Amas</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Domestication history and geographical adaptation inferred from a SNP map of African rice</article-title>. <source>Nat. Genet.</source> <volume>48</volume>, <fpage>1083</fpage>&#x2013;<lpage>1088</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ng.3633</pub-id>
</citation>
</ref>
<ref id="B118">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Miazzi</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Babay</surname> <given-names>E.</given-names>
</name>
<name>
<surname>De Vita</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Montemurro</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Chaabane</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Taranto</surname> <given-names>F.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Comparative genetic analysis of durum wheat landraces and cultivars widespread in Tunisia</article-title>. <source>Front. Plant Sci.</source> <volume>13</volume>:<elocation-id>939609</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2022.939609</pub-id>
</citation>
</ref>
<ref id="B1023">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Michel</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kummer</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Gallee</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hellinger</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Ametz</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Akg&#xf6;l</surname> <given-names>B.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Improving the baking quality of bread wheat by genomic selection in early generations</article-title>. <source>Theor. Appl. Genet.</source> <volume>131</volume>, <fpage>477</fpage>&#x2013;<lpage>493</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00122-017-2998-x</pub-id>
</citation>
</ref>
<ref id="B120">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mohammadi</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Haghparast</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Sadeghzadeh</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Ahmadi</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Solimani</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Amri</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Adaptation patterns and yield stability of durum wheat landraces to highland cold rainfed areas of Iran</article-title>. <source>Crop Sci.</source> <volume>54</volume>, <fpage>944</fpage>&#x2013;<lpage>954</lpage>. doi: <pub-id pub-id-type="doi">10.2135/cropsci2013.05.0343</pub-id>
</citation>
</ref>
<ref id="B119">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mo</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Howell</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Vasquez-Gross</surname> <given-names>H.</given-names>
</name>
<name>
<surname>De Haro</surname> <given-names>L. A.</given-names>
</name>
<name>
<surname>Dubcovsky</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Pearce</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Mapping causal mutations by exome sequencing in a wheat TILLING population: a tall mutant case study</article-title>. <source>Mol. Genet. Genomics</source> <volume>293</volume>, <fpage>463</fpage>&#x2013;<lpage>477</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00438-017-1401-6</pub-id>
</citation>
</ref>
<ref id="B121">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moragues</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Zarco-Hernandez</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Moralejo</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Genetic diversity of glutenin protein subunits composition in durum wheat landraces [<italic>Triticum turgidum</italic> ssp. <italic>turgidum</italic> convar. <italic>durum</italic> (Desf.) MacKey] from the Mediterranean basin</article-title>. <source>Genet. Resour. Crop Evol.</source> <volume>53</volume> (<issue>5</issue>), <fpage>993</fpage>&#x2013;<lpage>1002</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10722-004-7367-3</pub-id>
</citation>
</ref>
<ref id="B122">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Moreno-Amores</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Michel</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Miedaner</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Longin</surname> <given-names>C. F. H.</given-names>
</name>
<name>
<surname>Buerstmayr</surname> <given-names>H.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Genomic predictions for fusarium head blight resistance in a diverse durum wheat panel: An effective incorporation of plant height and heading date as covariates</article-title>. <source>Euphytica</source> <volume>216</volume>, <fpage>1</fpage>&#x2013;<lpage>19</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10681-019-2551-x</pub-id>
</citation>
</ref>
<ref id="B123">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mulugeta</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Tesfaye</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Geleta</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Johansson</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Hailesilassie</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Hammenhag</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Multivariate analyses of Ethiopian durum wheat revealed stable and high yielding genotypes</article-title>. <source>PloS One</source> <volume>17</volume>, <fpage>0273008</fpage>. doi: <pub-id pub-id-type="doi">10.1371/journal.pone.0273008</pub-id>
</citation>
</ref>
<ref id="B124">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Munns</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Hare</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>James</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>Rebetzke</surname> <given-names>G. J.</given-names>
</name>
</person-group> (<year>2000</year>). <article-title>Genetic variation for improving the salt tolerance of durum wheat</article-title>. <source>Aust. J. Agric. Res.</source> <volume>51</volume>, <fpage>69</fpage>&#x2013;<lpage>74</lpage>. doi: <pub-id pub-id-type="doi">10.1071/AR99057</pub-id>
</citation>
</ref>
<ref id="B125">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Munns</surname> <given-names>R.</given-names>
</name>
<name>
<surname>James</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>L&#xe4;uchli</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Approaches to increasing the salt tolerance of wheat and other cereals</article-title>. <source>J. Exp. Bot.</source> <volume>57</volume>, <fpage>1025</fpage>&#x2013;<lpage>1043</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jxb/erj100</pub-id>
</citation>
</ref>
<ref id="B126">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Muqaddasi</surname> <given-names>Q. H.</given-names>
</name>
</person-group> (<year>2017</year>). &#x201c;<article-title>&#x201c;15k SNP chip data for spring and winter wheat [Data set]</article-title>,&#x201d; in <source>Plant genomics and phenomics research data repository (PGP)</source> (<publisher-loc>Germany</publisher-loc>: <publisher-name>IPK Gatersleben, Seeland OT Gatersleben, Corrensstra&#xdf;e 3</publisher-name>).</citation>
</ref>
<ref id="B127">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Naranjo</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Cu&#xf1;ado</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Santos</surname> <given-names>J. L.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Assessing the heat tolerance of meiosis in spanish landraces of tetraploid wheat <italic>Triticum turgidum</italic>
</article-title>. <source>Plants</source> <volume>11</volume>, <fpage>1661</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants11131661</pub-id>
</citation>
</ref>
<ref id="B129">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nazco</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Pe&#xf1;a</surname> <given-names>R. J.</given-names>
</name>
<name>
<surname>Ammar</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Villegas</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Crossa</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Moragues</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>a). <article-title>Variability in glutenin subunit composition of Mediterranean durum wheat germplasm and its relationship with gluten strength</article-title>. <source>J. Agric. Sci.</source> <volume>152</volume> (<issue>3</issue>), <fpage>379</fpage>&#x2013;<lpage>393</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1017/S0021859613000117</pub-id>
</citation>
</ref>
<ref id="B130">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nazco</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Pe&#xf1;a</surname> <given-names>R. J.</given-names>
</name>
<name>
<surname>Ammar</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Villegas</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Crossa</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2014</year>b). <article-title>Durum wheat (<italic>Triticum durum</italic> desf.) Mediterranean landraces as sources of variability for allelic combinations at glu-1/Glu-3 loci affecting gluten strength and pasta cooking quality</article-title>. <source>Genet. Resour. Crop Evol.</source> <volume>61</volume>, <fpage>1219</fpage>&#x2013;<lpage>1236</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10722-014-0104-7</pub-id>
</citation>
</ref>
<ref id="B128">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nazco</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Villegas</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Ammar</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Pena</surname> <given-names>R. J.</given-names>
</name>
<name>
<surname>Moragues</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Can Mediterranean durum wheat landraces contribute to improved grain quality attributes in modern cultivars</article-title>? <source>Euphytica</source> <volume>185</volume> (<issue>1</issue>), <fpage>1</fpage>&#x2013;<lpage>7</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10681-011-0588-6</pub-id>
</citation>
</ref>
<ref id="B1024">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Olivera</surname> <given-names>P. D.</given-names>
</name>
<name>
<surname>Bulbula</surname> <given-names>W. D.</given-names>
</name>
<name>
<surname>Badebo</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Bockelman</surname> <given-names>H. E.</given-names>
</name>
<name>
<surname>Edae</surname> <given-names>E. A.</given-names>
</name>
<name>
<surname>Jin</surname> <given-names>Y.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Field resistance to wheat stem rust in durum wheat accessions deposited at the USDA national small grains collection</article-title>. <source>Crop Sci.</source> <volume>61</volume>, <fpage>2565</fpage>&#x2013;<lpage>2578</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/csc2.20466</pub-id>
</citation>
</ref>
<ref id="B131">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ostezan</surname> <given-names>A.</given-names>
</name>
<name>
<surname>McDonald</surname> <given-names>S. C.</given-names>
</name>
<name>
<surname>Tran</surname> <given-names>D. T.</given-names>
</name>
<name>
<surname>Souza</surname> <given-names>R. S. E.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Z.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Target region sequencing and applications in plants</article-title>. <source>JCSB</source> <volume>24</volume>, <fpage>13</fpage>&#x2013;<lpage>26</lpage>.</citation>
</ref>
<ref id="B132">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ouaja</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Aouini</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Bahri</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Ferjaoui</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Medini</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Marcel</surname> <given-names>T. C.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Identification of valuable sources of resistance to <italic>Zymoseptoria tritici</italic> in the Tunisian durum wheat landraces</article-title>. <source>Eur. J. Plant Pathol.</source> <volume>156</volume>, <fpage>647</fpage>&#x2013;<lpage>661</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10658-019-01914-9</pub-id>
</citation>
</ref>
<ref id="B133">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>&#xd6;zkan</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Brandolini</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Sch&#xe4;fer-Pregl</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Salamini</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>AFLP analysis of a collection of tetraploid wheats indicates the origin of emmer and hard wheat domestication in southeast Turkey</article-title>. <source>MBE</source> <volume>19</volume>, <fpage>1797</fpage>&#x2013;<lpage>1801</lpage>. doi: <pub-id pub-id-type="doi">10.1093/oxfordjournals.molbev.a004002</pub-id>
</citation>
</ref>
<ref id="B134">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Palumbo</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Blangiforti</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Cambrea</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Gallo</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Licciardello</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Spina</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2008</year>). &#x201c;<article-title>Sicilian Durum wheat landraces for production of traditional breads</article-title>,&#x201d; in <conf-name>Proceedings of the International Durum Wheat Symposium &#x201c;From seed to pasta: the durum wheat chain&#x201d;</conf-name>, <publisher-loc>Bologna, Italy</publisher-loc>, <fpage>132</fpage>.</citation>
</ref>
<ref id="B135">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pavan</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Delvento</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ricciardi</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Lotti</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ciani</surname> <given-names>E.</given-names>
</name>
<name>
<surname>D&#x2019;Agostino</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Recommendations for choosing the genotyping method and best practices for quality control in crop genome-wide association studies</article-title>. <source>Front. Genet.</source> <volume>11</volume>, <elocation-id>447</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fgene.2020.00447</pub-id>
</citation>
</ref>
<ref id="B136">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Pecetti</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Boggini</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Gorham</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>1994</year>). <article-title>Performance of durum wheat landraces in a Mediterranean environment (eastern Sicily)</article-title>. <source>Euphytica</source> <volume>80</volume>, <fpage>191</fpage>&#x2013;<lpage>199</lpage>. doi: <pub-id pub-id-type="doi">10.1007/BF00039650</pub-id>
</citation>
</ref>
<ref id="B137">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Perry</surname> <given-names>D. J.</given-names>
</name>
<name>
<surname>Lee</surname> <given-names>S. J.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Durum wheat variety identification by OpenArray analysis</article-title>. <source>Can. J. Plant Sci.</source> <volume>97</volume>, <fpage>403</fpage>&#x2013;<lpage>407</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1139/cjps-2016-0300</pub-id>
</citation>
</ref>
<ref id="B138">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Poland</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Endelman</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Dawson</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Rutkoski</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Manes</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2012</year>). <article-title>Genomic selection in wheat breeding using genotyping-by-sequencing</article-title>. <source>TPG</source> <volume>5</volume>. doi: <pub-id pub-id-type="doi">10.3835/plantgenome2012.06.0006</pub-id>
</citation>
</ref>
<ref id="B139">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qureshi</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Bariana</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Kolmer</surname> <given-names>J. A.</given-names>
</name>
<name>
<surname>Miah</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Bansal</surname> <given-names>U.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Genetic and molecular characterization of leaf rust resistance in two durum wheat landraces</article-title>. <source>Phytopathol</source> <volume>107</volume>, <fpage>1381</fpage>&#x2013;<lpage>1387</lpage>. doi: <pub-id pub-id-type="doi">10.1094/PHYTO-01-17-0005-R</pub-id>
</citation>
</ref>
<ref id="B140">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Qureshi</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Bariana</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Kumran</surname> <given-names>V. V.</given-names>
</name>
<name>
<surname>Muruga</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Forrest</surname> <given-names>K. L.</given-names>
</name>
<name>
<surname>Hayden</surname> <given-names>M. J.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>A new leaf rust resistance gene <italic>Lr79</italic> mapped in chromosome 3BL from the durum wheat landrace Aus26582</article-title>. <source>Theor. App. Genet.</source> <volume>131</volume>, <fpage>1091</fpage>&#x2013;<lpage>1098</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00122-018-3060-3</pub-id>
</citation>
</ref>
<ref id="B142">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rasheed</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Mujeeb-Kazi</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Ogbonnaya</surname> <given-names>F. C.</given-names>
</name>
<name>
<surname>He</surname> <given-names>Z. H.</given-names>
</name>
<name>
<surname>Rajaram</surname> <given-names>S.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Wheat genetic resources in the post-genomics era: promise and challenges</article-title>. <source>Ann. Bot-London</source> <volume>121</volume>, <fpage>603</fpage>&#x2013;<lpage>616</lpage>. doi: <pub-id pub-id-type="doi">10.1093/aob/mcx148</pub-id>
</citation>
</ref>
<ref id="B141">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rasheed</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Xia</surname> <given-names>X.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>From markers to genome-based breeding in wheat</article-title>. <source>Theor. App. Genet.</source> <volume>132</volume>, <fpage>767</fpage>&#x2013;<lpage>784</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00122-019-03286-4</pub-id>
</citation>
</ref>
<ref id="B143">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rellstab</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Gugerli</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Eckert</surname> <given-names>A. J.</given-names>
</name>
<name>
<surname>Hancock</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Holderegger</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>A practical guide to environmental association analysis in landscape genomics</article-title>. <source>Mol. Ecol.</source> <volume>24</volume>, <fpage>4348</fpage>&#x2013;<lpage>4370</lpage>. doi: <pub-id pub-id-type="doi">10.1111/mec.13322</pub-id>
</citation>
</ref>
<ref id="B144">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Requena-Ram&#xed;rez</surname> <given-names>M. D.</given-names>
</name>
<name>
<surname>Hornero-M&#xe9;ndez</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Rodr&#xed;guez-Su&#xe1;rez</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Atienza</surname> <given-names>S. G.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Durum wheat (<italic>Triticum durum</italic> l.) landraces reveal potential for the improvement of grain carotenoid esterification in breeding programs</article-title>. <source>Foods</source> <volume>10</volume>, <fpage>757</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/foods10040757</pub-id>
</citation>
</ref>
<ref id="B145">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Requena-Ram&#xed;rez</surname> <given-names>M. D.</given-names>
</name>
<name>
<surname>Rodr&#xed;guez-Su&#xe1;rez</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Flores</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Hornero-M&#xe9;ndez</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Atienza</surname> <given-names>S. G.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Marker-trait associations for total carotenoid content and individual carotenoids in durum wheat identified by genome-wide association analysis</article-title>. <source>Plants</source> <volume>11</volume>, <fpage>2065</fpage>. doi: <pub-id pub-id-type="doi">10.3390/plants11152065</pub-id>
</citation>
</ref>
<ref id="B146">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reynolds</surname> <given-names>M. P.</given-names>
</name>
<name>
<surname>Hobbs</surname> <given-names>P. R.</given-names>
</name>
<name>
<surname>Braun</surname> <given-names>H. J.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Challenges to international wheat improvement</article-title>. <source>J. Agric. Sci.</source> <volume>145</volume>, <fpage>223</fpage>. doi: <pub-id pub-id-type="doi">10.1017/S0021859607007034</pub-id>
</citation>
</ref>
<ref id="B147">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Reynolds</surname> <given-names>M. P.</given-names>
</name>
<name>
<surname>Lewis</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Ammar</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Basnet</surname> <given-names>B. R.</given-names>
</name>
<name>
<surname>Crespo-Herrera</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Crossa</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Harnessing translational research in wheat for climate resilience</article-title>. <source>JXB</source> <volume>72</volume>, <fpage>5134</fpage>&#x2013;<lpage>5157</lpage>. doi: <pub-id pub-id-type="doi">10.1093/jxb/erab256</pub-id>
</citation>
</ref>
<ref id="B148">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Roberts</surname> <given-names>D. R.</given-names>
</name>
<name>
<surname>Bahn</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Ciuti</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Boyce</surname> <given-names>M. S.</given-names>
</name>
<name>
<surname>Elith</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Guillera-Arroita</surname> <given-names>G.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Cross-validation strategies for data with temporal, spatial, hierarchical, or phylogenetic structure</article-title>. <source>Ecography</source> <volume>40</volume>, <fpage>913</fpage>&#x2013;<lpage>929</lpage>. doi: <pub-id pub-id-type="doi">10.1111/ecog.02881</pub-id>
</citation>
</ref>
<ref id="B150">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Roncallo</surname> <given-names>P. F.</given-names>
</name>
<name>
<surname>Guzm&#xe1;n</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Larsen</surname> <given-names>A. O.</given-names>
</name>
<name>
<surname>Achilli</surname> <given-names>A. L.</given-names>
</name>
<name>
<surname>Dreisigacker</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Molfese</surname> <given-names>E.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Allelic variation at glutenin loci (<italic>Glu-1</italic>, glu-2 and <italic>Glu-3</italic>) in a worldwide durum wheat collection and its effect on quality attributes</article-title>. <source>Foods</source> <volume>11</volume>, <fpage>2845</fpage>. doi: <pub-id pub-id-type="doi">10.3390/foods10112845</pub-id>
</citation>
</ref>
<ref id="B151">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rosell&#xf3;</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
<name>
<surname>&#xc1;lvaro</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Villegas</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Nazco</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Soriano</surname> <given-names>J. M.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Pasta-making quality QTLome from Mediterranean durum wheat landraces</article-title>. <source>Front. Plant Sci.</source> <volume>9</volume>, <elocation-id>1512</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2018.01512</pub-id>
</citation>
</ref>
<ref id="B152">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Nazco</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Villegas</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>The climate of the zone of origin of Mediterranean durum wheat (<italic>Triticum durum</italic> desf.) landraces affects their agronomic performance</article-title>. <source>Genet. Resour.</source> <volume>61</volume>, <fpage>1345</fpage>&#x2013;<lpage>1358</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s10722-014-0116-3</pub-id>
</citation>
</ref>
<ref id="B1025">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ammar</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Villegas</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Soriano</surname> <given-names>J. M.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Agronomic, physiological and genetic changes associated with evolution, migration and modern breeding in durum wheat</article-title>. <source>Front. Plant Sci.</source> <volume>12</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2021.674470</pub-id>
</citation>
</ref>
<ref id="B2000">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Dreisigacker</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Soriano</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Lopes</surname> <given-names>M. S.</given-names>
</name>
<name>
<surname>Ammar</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Villegas</surname> <given-names>D.</given-names>
</name>
<etal/>
</person-group> (<year>2020</year>). <article-title>Allelic variation at the vernalization response (Vrn-1) and photoperiod sensitivity (Ppd-1) genes and their association with the development of durum wheat landraces and modern cultivars</article-title>. <source>Front. Plant Sci.</source> <fpage>11</fpage>&#x2013;<lpage>838</lpage>.</citation>
</ref>
<ref id="B153">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ruisi</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Ingraffia</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Urso</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Giambalvo</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Alfonzo</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Corona</surname> <given-names>O.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Influence of grain quality, semolinas and baker&#x2019;s yeast on bread made from old landraces and modern genotypes of Sicilian durum wheat</article-title>. <source>Int. Food Res. J.</source> <volume>140</volume>, <fpage>110029</fpage>. doi: <pub-id pub-id-type="doi">10.1016/j.foodres.2020.110029</pub-id>
</citation>
</ref>
<ref id="B155">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ruiz</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Bernal</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Giraldo</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>An update of low molecular weight glutenin subunits in durum wheat relevant to breeding for quality</article-title>. <source>J. Cereal Sci.</source> <volume>83</volume>, <fpage>236</fpage>&#x2013;<lpage>244</lpage>. doi: <pub-id pub-id-type="doi">10.1016/j.jcs.2018.09.005</pub-id>
</citation>
</ref>
<ref id="B154">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ruiz</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Giraldo</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Villegas</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Aranzana</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Carrillo</surname> <given-names>J. M.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Diversity and genetic structure of a collection of Spanish durum wheat landraces</article-title>. <source>Crop Sci.</source> <volume>52</volume>, <fpage>2262</fpage>&#x2013;<lpage>2275</lpage>. doi: <pub-id pub-id-type="doi">10.2135/cropsci2012.02.0081</pub-id>
</citation>
</ref>
<ref id="B1026">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saccomanno</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Matny</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Marone</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Laid&#xf2;</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Petruzzino</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Mazzucotelli</surname> <given-names>E.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Genetic mapping of loci for resistance to stem rust in a tetraploid wheat collection</article-title>. <source>Int. J. Mol. Sci.</source> <volume>19</volume>, <elocation-id>3907</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms19123907</pub-id>
</citation>
</ref>
<ref id="B156">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sahri</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Chentoufi</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Arbaoui</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ardisson</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Belqadi</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Birouk</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>Towards a comprehensive characterization of durum wheat landraces in Moroccan traditional agrosystems: analysing genetic diversity in the light of geography, farmers&#x2019; taxonomy and tetraploid wheat domestication history</article-title>. <source>BMC evol. Biol.</source> <volume>14</volume>, <fpage>1</fpage>&#x2013;<lpage>18</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12862-014-0264-2</pub-id>
</citation>
</ref>
<ref id="B157">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Saintenac</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Akhunov</surname> <given-names>E. D.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Targeted analysis of nucleotide and copy number variation by exon capture in allotetraploid wheat genome</article-title>. <source>Genome Biol.</source> <volume>12</volume>, <fpage>R88</fpage>. doi: <pub-id pub-id-type="doi">10.1186/gb-2011-12-9-r88</pub-id>
</citation>
</ref>
<ref id="B158">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Sandve</surname> <given-names>S. R.</given-names>
</name>
<name>
<surname>Rudi</surname> <given-names>H.</given-names>
</name>
<name>
<surname>D&#xf8;rum</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Vigeland</surname> <given-names>M. D.</given-names>
</name>
<name>
<surname>Berg</surname> <given-names>P. R.</given-names>
</name>
<name>
<surname>Rognli</surname> <given-names>O. A.</given-names>
</name>
</person-group> (<year>2010</year>). &#x201c;<article-title>Genotyping unknown genomic terrain in complex plant genomes</article-title>,&#x201d; in <source>Sustainable use of genetic diversity in forage and turf breeding</source>. Ed. <person-group person-group-type="editor">
<name>
<surname>Huyghe</surname> <given-names>C.</given-names>
</name>
</person-group> (<publisher-loc>New Mexico</publisher-loc>: <publisher-name>Springer</publisher-name>), <fpage>455</fpage>&#x2013;<lpage>459</lpage>.</citation>
</ref>
<ref id="B159">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sareen</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Bhusal</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Kumar</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Bhati</surname> <given-names>P. K.</given-names>
</name>
<name>
<surname>Munjal</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Kumari</surname> <given-names>J.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Molecular genetic diversity analysis for heat tolerance of indigenous and exotic wheat genotypes</article-title>. <source>J. Plant Biochem. Biotechnol.</source> <volume>29</volume>, <fpage>15</fpage>&#x2013;<lpage>23</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s13562-019-00501-7</pub-id>
</citation>
</ref>
<ref id="B160">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Scarascia Mugnozza</surname> <given-names>G. T.</given-names>
</name>
</person-group> (<year>2005</year>). &#x2018;<source>The contribution of Italian wheat geneticists: from Nazareno Strampelli to Francesco D'Amato&#x2019;</source>. <publisher-loc>Rome</publisher-loc>: <publisher-name>Accademia Nazionale delle Scienze</publisher-name>, <fpage>53</fpage>&#x2013;<lpage>75</lpage>.</citation>
</ref>
<ref id="B161">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Scavo</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Pandino</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Restuccia</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Caruso</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Lombardo</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Mauromicale</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Allelopathy in durum wheat landraces as affected by genotype and plant part</article-title>. <source>Plants</source> <volume>11</volume>, <fpage>1021</fpage>. doi: <pub-id pub-id-type="doi">10.3390/plants11081021</pub-id>
</citation>
</ref>
<ref id="B162">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Scheben</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Batley</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Edwards</surname> <given-names>D.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Revolution in genotyping platforms for crop improvement</article-title>. <source>Plant Genet. Mol. Biol.</source> <volume>164</volume>, <fpage>37</fpage>&#x2013;<lpage>52</lpage>. doi: <pub-id pub-id-type="doi">10.1007/10_2017_47</pub-id>
</citation>
</ref>
<ref id="B163">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Schulthess</surname> <given-names>A. W.</given-names>
</name>
<name>
<surname>Kale</surname> <given-names>S. M.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Philipp</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Rembe</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Genomics-informed prebreeding unlocks the diversity in genebanks for wheat improvement</article-title>. <source>Nat. Genet.</source> <volume>54</volume>, <fpage>1544</fpage>&#x2013;<lpage>1552</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41588-022-01189-7</pub-id>
</citation>
</ref>
<ref id="B166">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shamaya</surname> <given-names>N. J.</given-names>
</name>
<name>
<surname>Shavrukov</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Langridge</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Roy</surname> <given-names>S. J.</given-names>
</name>
<name>
<surname>Tester</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>Genetics of na+ exclusion and salinity tolerance in Afghani durum wheat landraces</article-title>. <source>BMC Plant Biol.</source> <volume>17</volume>, <fpage>1</fpage>&#x2013;<lpage>8</lpage>. doi: <pub-id pub-id-type="doi">10.1186/s12870-017-1164-6</pub-id>
</citation>
</ref>
<ref id="B167">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shan</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Ali</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Shahid</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Arif</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Waheed</surname> <given-names>M. Q.</given-names>
</name>
<name>
<surname>Xia</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Genetic networks underlying salinity tolerance in wheat uncovered with genome-wide analyses and selective sweeps</article-title>. <source>Theor. Appl. Genet.</source> <volume>135</volume>, <fpage>2925</fpage>&#x2013;<lpage>2941</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00122-022-04153-5</pub-id>
</citation>
</ref>
<ref id="B164">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sharma</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Schulthess</surname> <given-names>A. W.</given-names>
</name>
<name>
<surname>Bassi</surname> <given-names>F. M.</given-names>
</name>
<name>
<surname>Badaeva</surname> <given-names>E. D.</given-names>
</name>
<name>
<surname>Neumann</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Graner</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Introducing beneficial alleles from plant genetic resources into the wheat germplasm</article-title>. <source>Biology</source> <volume>10</volume>, <fpage>982</fpage>. doi: <pub-id pub-id-type="doi">10.3390/biology10100982</pub-id>
</citation>
</ref>
<ref id="B165">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shavrukov</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Shamaya</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Baho</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Edwards</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Ramsey</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Nevo</surname> <given-names>E.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>Salinity tolerance and na+ exclusion in wheat: variability, genetics, mapping populations and QTL analysis</article-title>. <source>Czech J. Genet. Plant Breed</source> <volume>47</volume>, <fpage>85</fpage>&#x2013;<lpage>93</lpage>. doi: <pub-id pub-id-type="doi">10.17221/3260-CJGPB</pub-id>
</citation>
</ref>
<ref id="B168">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shayanmehr</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Henneberry</surname> <given-names>S. R.</given-names>
</name>
<name>
<surname>Sabouhi</surname> <given-names>M. S.</given-names>
</name>
<name>
<surname>Foroushani</surname> <given-names>N. S.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Drought, climate change, and dryland wheat yield response: An econometric approach</article-title>. <source>Int. J. Environ. Res. Public Health</source> <volume>17</volume>, <fpage>5264</fpage>. doi: <pub-id pub-id-type="doi">10.3390/ijerph17145264</pub-id>
</citation>
</ref>
<ref id="B169">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shewry</surname> <given-names>P.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>What is gluten&#x2013;why is it special</article-title>? <source>Front. Nutr.</source> <volume>101</volume>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fnut.2019.00101</pub-id>
</citation>
</ref>
<ref id="B170">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Soriano</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Villegas</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Sorrells</surname> <given-names>M. E.</given-names>
</name>
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Durum wheat landraces from east and west regions of the mediterranean basin are genetically distinct for yield components and phenology</article-title>. <source>Front. Plant Sci.</source> <volume>9</volume>, <elocation-id>80</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2018.00080</pub-id>
</citation>
</ref>
<ref id="B171">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sork</surname> <given-names>V. L.</given-names>
</name>
<name>
<surname>Aitken</surname> <given-names>S. N.</given-names>
</name>
<name>
<surname>Dyer</surname> <given-names>R. J.</given-names>
</name>
<name>
<surname>Eckert</surname> <given-names>A. J.</given-names>
</name>
<name>
<surname>Legendre</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Neale</surname> <given-names>D. B.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Putting the landscape into the genomics of trees: Approaches for understanding local adaptation and population responses to changing climate</article-title>. <source>Tree Genet. Genomes</source> <volume>9</volume>, <fpage>901</fpage>&#x2013;<lpage>911</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11295-013-0596-x</pub-id>
</citation>
</ref>
<ref id="B1027">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Soriano</surname> <given-names>J. M.</given-names>
</name>
<name>
<surname>Colasuonno</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Marcotuli</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Gadaleta</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Meta-QTL analysis and identification of candidate genes for quality, abiotic and biotic stress in durum wheat</article-title>. <source>Sci. Rep.</source> <volume>11</volume>, <fpage>11877</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-021-91446-2</pub-id>
</citation>
</ref>
<ref id="B172">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Spina</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Dinelli</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Palumbo</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Whittaker</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Cambrea</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Negri</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Evaluation of standard physico-chemical and rheological parameters in predicting bread-making quality of durum wheat (<italic>Triticum turgidum</italic> l. ssp. <italic>durum</italic> [Desf.] husn.)</article-title>. <source>Int. J. Food Sci.</source> <volume>56</volume>, <fpage>3278</fpage>&#x2013;<lpage>3288</lpage>. doi: <pub-id pub-id-type="doi">10.1111/ijfs.15018</pub-id>
</citation>
</ref>
<ref id="B173">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Spinoni</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Vogt</surname> <given-names>J. V.</given-names>
</name>
<name>
<surname>Naumann</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Barbosa</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Dosio</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Will drought events become more frequent and severe in Europe</article-title>? <source>Int. J. Climatol.</source> <volume>38</volume>, <fpage>1718</fpage>&#x2013;<lpage>1736</lpage>. doi: <pub-id pub-id-type="doi">10.1002/joc.5291</pub-id>
</citation>
</ref>
<ref id="B174">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Steemers</surname> <given-names>F. J.</given-names>
</name>
<name>
<surname>Gunderson</surname> <given-names>K. L.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Whole genome genotyping technologies on the BeadArray&#x2122; platform</article-title>. <source>Biotechnol. Journal: Healthcare Nutr. Technol.</source> <volume>2</volume>, <fpage>41</fpage>&#x2013;<lpage>49</lpage>. doi: <pub-id pub-id-type="doi">10.1002/biot.200600213</pub-id>
</citation>
</ref>
<ref id="B175">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Subira</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Pe&#xf1;a</surname> <given-names>R. J.</given-names>
</name>
<name>
<surname>&#xc1;lvaro</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Ammar</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Ramdani</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Royo</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>Breeding progress in the pasta-making quality of durum wheat cultivars released in Italy and Spain during the 20th century</article-title>. <source>Crop Pasture Sci.</source> <volume>65</volume> (<issue>1</issue>), <fpage>16</fpage>&#x2013;<lpage>26</lpage>. doi: <pub-id pub-id-type="doi">10.1071/CP13238</pub-id>
</citation>
</ref>
<ref id="B176">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sukumaran</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Reynolds</surname> <given-names>M. P.</given-names>
</name>
<name>
<surname>Sansaloni</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Genome-wide association analyses identify QTL hotspots for yield and component traits in durum wheat grown under yield potential, drought, and heat stress environments</article-title>. <source>Front. Plant Sci.</source> <volume>9</volume>, <elocation-id>81</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2018.00081</pub-id>
</citation>
</ref>
<ref id="B177">
<citation citation-type="confproc">
<person-group person-group-type="author">
<name>
<surname>Taghouti</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Rhrib</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Gaboun</surname> <given-names>F.</given-names>
</name>
</person-group> (<year>2013</year>). &#x201c;<article-title>Exploiting landrace genetic diversity for germplasm enhancement in durum wheat breeding in Morocco</article-title>,&#x201d; in: <person-group person-group-type="editor">
<name>
<surname>Porceddu</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Damania</surname> <given-names>A. B.</given-names>
</name>
<name>
<surname>Qualset</surname> <given-names>C. O.</given-names>
</name>
</person-group> (ed.). <conf-name>Proceedings of the International Symposium on Genetics and Breeding of Durum Wheat</conf-name>. <publisher-loc>Bari</publisher-loc>: <publisher-name>CIHEAM</publisher-name>. p. <fpage>109</fpage>&#x2013;<lpage>119</lpage> (Options M&#xe9;diterran&#xe9;ennes : S&#xe9;rie A. S&#xe9;minaires M&#xe9;diterran&#xe9;ens; n. 110)</citation>
</ref>
<ref id="B178">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Talas</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Longin</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Miedaner</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Sources of resistance to fusarium head blight within Syrian durum wheat landraces</article-title>. <source>Plant Breed.</source> <volume>130</volume>, <fpage>398</fpage>&#x2013;<lpage>400</lpage>. doi: <pub-id pub-id-type="doi">10.1111/j.1439-0523.2011.01867.x</pub-id>
</citation>
</ref>
<ref id="B179">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Tan</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2002</year>). <article-title>In situ on-farm conservation of landraces grown in north-Western transitional zone of Turkey (in Turkish)</article-title>, <source>Sonuc Raporu (final report)</source>. <publisher-name>Tubitak-Togtag-2347. T&#xfc;bitak</publisher-name>, <publisher-loc>Ankara</publisher-loc>.</citation>
</ref>
<ref id="B180">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tanksley</surname> <given-names>S. D.</given-names>
</name>
<name>
<surname>McCouch</surname> <given-names>S. R.</given-names>
</name>
</person-group> (<year>1997</year>). <article-title>Seed banks and molecular maps: unlocking genetic potential from the wild</article-title>. <source>Science</source> <volume>277</volume>, <fpage>1063</fpage>&#x2013;<lpage>1066</lpage>. doi: <pub-id pub-id-type="doi">10.1126/science.277.5329.1063</pub-id>
</citation>
</ref>
<ref id="B183">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Taranto</surname> <given-names>F.</given-names>
</name>
<name>
<surname>D&#x2019;Agostino</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Rodriguez</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Pavan</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Minervini</surname> <given-names>A. P.</given-names>
</name>
<name>
<surname>Pecchioni</surname> <given-names>N.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Whole genome scan reveals molecular signatures of divergence and selection related to important traits in durum wheat germplasm</article-title>. <source>Front. Genet.</source> <volume>11</volume>, <elocation-id>217</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fgene.2020.00217</pub-id>
</citation>
</ref>
<ref id="B184">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Taranto</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Di Serio</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Miazzi</surname> <given-names>M. M.</given-names>
</name>
<name>
<surname>Pavan</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Saia</surname> <given-names>S.</given-names>
</name>
<name>
<surname>De Vita</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Intra-and inter-population genetic diversity of &#x201c;Russello&#x201d; and &#x201c;Timilia&#x201d; landraces from Sicily: A proxy towards the identification of favorable alleles in durum wheat</article-title>. <source>Agronomy</source> <volume>12</volume>, <fpage>1326</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/agronomy12061326</pub-id>
</citation>
</ref>
<ref id="B181">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Taranto</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Mangini</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Pasqualone</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Gadaleta</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Blanco</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Mapping and allelic variations of <italic>Ppo-B1</italic> and <italic>Ppo-B2</italic> gene-related polyphenol oxidase activity in durum wheat</article-title>. <source>Mol. Breed.</source> <volume>35</volume> (<issue>2</issue>), <fpage>1</fpage>&#x2013;<lpage>10</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s11032-015-0272-y</pub-id>
</citation>
</ref>
<ref id="B182">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Taranto</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Nicolia</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Pavan</surname> <given-names>S.</given-names>
</name>
<name>
<surname>De Vita</surname> <given-names>P.</given-names>
</name>
<name>
<surname>D&#x2019;Agostino</surname> <given-names>N.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Biotechnological and digital revolution for climate-smart plant breeding</article-title>. <source>Agronomy</source> <volume>8</volume> (<issue>12</issue>), <fpage>277</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agronomy8120277</pub-id>
</citation>
</ref>
<ref id="B185">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Thomson</surname> <given-names>M. J.</given-names>
</name>
</person-group> (<year>2014</year>). <article-title>High-throughput SNP genotyping to accelerate crop improvement</article-title>. <source>Plant Breed. Biotech.</source> <volume>2</volume>, <fpage>195</fpage>&#x2013;<lpage>212</lpage>. doi: <pub-id pub-id-type="doi">10.9787/PBB.2014.2.3.195</pub-id>
</citation>
</ref>
<ref id="B186">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tibbs Cortes</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Status and prospects of genome-wide association studies in plants</article-title>. <source>TPG</source> <volume>14</volume>, <fpage>20077</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/tpg2.20077</pub-id>
</citation>
</ref>
<ref id="B187">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Trebbi</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Maccaferri</surname> <given-names>M.</given-names>
</name>
<name>
<surname>de Heer</surname> <given-names>P.</given-names>
</name>
<name>
<surname>S&#xf8;rensen</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Giuliani</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Salvi</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2011</year>). <article-title>High-throughput SNP discovery and genotyping in durum wheat (<italic>Triticum durum</italic> desf.)</article-title>. <source>Theor. Appl. Genet.</source> <volume>123</volume>, <fpage>555</fpage>&#x2013;<lpage>569</lpage>. doi: <pub-id pub-id-type="doi">10.1007/s00122-011-1607-7</pub-id>
</citation>
</ref>
<ref id="B188">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Van Orsouw</surname> <given-names>N. J.</given-names>
</name>
<name>
<surname>Hogers</surname> <given-names>R. C.</given-names>
</name>
<name>
<surname>Janssen</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Yalcin</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Snoeijers</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Verstege</surname> <given-names>E.</given-names>
</name>
<etal/>
</person-group>. (<year>2007</year>). <article-title>Complexity reduction of polymorphic sequences (CRoPS&#x2122;): a novel approach for large-scale polymorphism discovery in complex genomes</article-title>. <source>PloS One</source> <volume>2</volume> (<issue>11</issue>), <elocation-id>e1172</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.1371/journal.pone.0001172</pub-id>
</citation>
</ref>
<ref id="B1028">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Varella</surname> <given-names>A. C.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Weaver</surname> <given-names>D. K.</given-names>
</name>
<name>
<surname>Cook</surname> <given-names>J. P.</given-names>
</name>
<name>
<surname>Hofland</surname> <given-names>M. L.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>A novel QTL in durum wheat for resistance to the wheat stem sawfly associated with early expression of stem solidness</article-title>. <source>G3 (Bethesda).</source> <volume>9</volume>, <fpage>1999</fpage>&#x2013;<lpage>2006</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1534/g3.119.400240</pub-id>
</citation>
</ref>
<ref id="B189">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Visioli</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Giannelli</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Agrimonti</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Spina</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Pasini</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Traceability of Sicilian durum wheat landraces and historical varieties by high molecular weight glutenins footprint</article-title>. <source>Agronomy</source> <volume>11</volume> (<issue>1</issue>), <fpage>143</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agronomy11010143</pub-id>
</citation>
</ref>
<ref id="B190">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Vita</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Taiti</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Pompeiano</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Gu</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Lo Presti</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Whitney</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>Aromatic and proteomic analyses corroborate the distinction between Mediterranean landraces and modern varieties of durum wheat</article-title>. <source>Sci. Rep.</source> <volume>6</volume>, <fpage>1</fpage>&#x2013;<lpage>15</lpage>. doi: <pub-id pub-id-type="doi">10.1038/srep34619</pub-id>
</citation>
</ref>
<ref id="B192">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Xie</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Peng</surname> <given-names>H.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Dispersed emergence and protracted domestication of polyploid wheat uncovered by mosaic ancestral haploblock inference</article-title>. <source>Nat. Commun.</source> <volume>13</volume>, <fpage>1</fpage>&#x2013;<lpage>14</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41467-022-31581-0</pub-id>
</citation>
</ref>
<ref id="B193">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Wong</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Forrest</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Allen</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Chao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>B. E.</given-names>
</name>
<etal/>
</person-group>. (<year>2014</year>). <article-title>Characterization of polyploid wheat genomic diversity using a high-density 90 000 single nucleotide polymorphism array</article-title>. <source>Plant Biotechnol. J.</source> <volume>12</volume>, <fpage>787</fpage>&#x2013;<lpage>796</lpage>. doi: <pub-id pub-id-type="doi">10.1111/pbi.12183</pub-id>
</citation>
</ref>
<ref id="B191">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Chao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Sun</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Xia</surname> <given-names>G.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>A genome-wide association study of highly heritable agronomic traits in durum wheat</article-title>. <source>Front. Plant Sci.</source> <volume>10</volume>, <elocation-id>919</elocation-id>. doi: <pub-id pub-id-type="doi">10.3389/fpls.2019.00919</pub-id>
</citation>
</ref>
<ref id="B196">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Watson</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Ghosh</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Williams</surname> <given-names>M. J.</given-names>
</name>
<name>
<surname>Cuddy</surname> <given-names>W. S.</given-names>
</name>
<name>
<surname>Simmonds</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Rey</surname> <given-names>M. D.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Speed breeding is a powerful tool to accelerate crop research and breeding</article-title>. <source>Nat. Plants</source> <volume>4</volume> (<issue>1</issue>), <fpage>23</fpage>&#x2013;<lpage>29</lpage>. doi: <pub-id pub-id-type="doi">10.1038/s41477-017-0083-8</pub-id>
</citation>
</ref>
<ref id="B194">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Winfield</surname> <given-names>M. O.</given-names>
</name>
<name>
<surname>Allen</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Burridge</surname> <given-names>A. J.</given-names>
</name>
<name>
<surname>Barker</surname> <given-names>G. L.</given-names>
</name>
<name>
<surname>Benbow</surname> <given-names>H. R.</given-names>
</name>
<name>
<surname>Wilkinson</surname> <given-names>P. A.</given-names>
</name>
<etal/>
</person-group>. (<year>2016</year>). <article-title>High-density SNP genotyping array for hexaploid wheat and its secondary and tertiary gene pool</article-title>. <source>Plant Biotechnol. J.</source> <volume>14</volume>, <fpage>1195</fpage>&#x2013;<lpage>1206</lpage>. doi: <pub-id pub-id-type="doi">10.1111/pbi.12485</pub-id>
</citation>
</ref>
<ref id="B195">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xynias</surname> <given-names>I. N.</given-names>
</name>
<name>
<surname>Mylonas</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Korpetis</surname> <given-names>E. G.</given-names>
</name>
<name>
<surname>Ninou</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Tsaballa</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Avdikos</surname> <given-names>I. D.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Durum wheat breeding in the Mediterranean region: Current status and future prospects</article-title>. <source>Agronomy</source> <volume>10</volume>, <fpage>432</fpage>. doi: <pub-id pub-id-type="doi">10.3390/agronomy10030432</pub-id>
</citation>
</ref>
<ref id="B199">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zeven</surname> <given-names>A. C.</given-names>
</name>
</person-group> (<year>1999</year>). <article-title>The traditional inexplicable replacement of seed and seed ware of landraces and cultivars: a review</article-title>. <source>Euphytica</source> <volume>110</volume>, <fpage>181</fpage>&#x2013;<lpage>191</lpage>. doi: <pub-id pub-id-type="doi">10.1023/A:1003701529155</pub-id>
</citation>
</ref>
<ref id="B198">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Gou</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Lyu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>W.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Resequencing 302 wild and cultivated accessions identifies genes related to domestication and improvement in soybean</article-title>. <source>Nat. Biotechnol.</source> <volume>33</volume> (<issue>4</issue>), <fpage>408</fpage>&#x2013;<lpage>414</lpage>. doi: <pub-id pub-id-type="doi">10.1038/nbt.3096</pub-id>
</citation>
</ref>
<ref id="B197">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhou</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Stephens</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2012</year>). <article-title>Genome-wide efficient mixed model analysis for association studies</article-title>. <source>Nat. Genet.</source> <volume>44</volume>, <fpage>821</fpage>&#x2013;<lpage>824</lpage>. doi: <pub-id pub-id-type="doi">10.1038/ng.2310</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>