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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.2023.1127239</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>The Prospects of gene introgression from crop wild relatives into cultivated lentil for climate change mitigation</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Rajpal</surname>
<given-names>Vijay Rani</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/1340492"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Singh</surname>
<given-names>Apekshita</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1915479"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Kathpalia</surname>
<given-names>Renu</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Thakur</surname>
<given-names>Rakesh Kr.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Khan</surname>
<given-names>Mohd. Kamran</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/243613"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Pandey</surname>
<given-names>Anamika</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/696680"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hamurcu</surname>
<given-names>Mehmet</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1104815"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Raina</surname>
<given-names>Soom Nath</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1817204"/>
</contrib>
</contrib-group>    <aff id="aff1">
<sup>1</sup>
<institution>Department of Botany, Hansraj College, University of Delhi</institution>, <addr-line>Delhi</addr-line>, <country>India</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Amity Institute of Biotechnology, Amity University Uttar Pradesh, Sector 125</institution>, <addr-line>Noida, U.P.</addr-line>, <country>India</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Botany, Kirori Mal College, University of Delhi</institution>, <addr-line>Delhi</addr-line>, <country>India</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Soil Science and Plant Nutrition, Faculty of Agriculture, Selcuk University</institution>, <addr-line>Konya</addr-line>, <country>T&#xfc;rkiye</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Kailash C. Bansal, National Academy of Agricultural Sciences, India</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Fouad Maalouf, International Center for Agricultural Research in the Dry Areas, Lebanon; Sheikh Mansoor, Sher-e-Kashmir University of Agricultural Sciences and Technology of Jammu, India</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Vijay Rani Rajpal, <email xlink:href="mailto:vijayrani2@gmail.com">vijayrani2@gmail.com</email>; <email xlink:href="mailto:vrrajpal@hrc.du.ac.in">vrrajpal@hrc.du.ac.in</email>; Soom Nath Raina, <email xlink:href="mailto:soomr@yahoo.com">soomr@yahoo.com</email>
</p>
</fn>
<fn fn-type="other" id="fn004">
<p>&#x2021;ORCID: Rakesh Kr. Thakur, <uri xlink:href="https://orcid.org/0000-0002-5002-3345">orcid.org/0000-0002-5002-3345</uri>
</p>
</fn>
<fn fn-type="other" id="fn002">
<p>This article was submitted to Technical Advances in Plant Science, a section of the journal Frontiers in Plant Science</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>03</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1127239</elocation-id>
<history>
<date date-type="received">
<day>19</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>02</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Rajpal, Singh, Kathpalia, Thakur, Khan, Pandey, Hamurcu and Raina</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Rajpal, Singh, Kathpalia, Thakur, Khan, Pandey, Hamurcu and Raina</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>Crop wild relatives (CWRs), landraces and exotic germplasm are important sources of genetic variability, alien alleles, and useful crop traits that can help mitigate a plethora of abiotic and biotic stresses and crop yield reduction arising due to global climatic changes. In the pulse crop genus <italic>Lens</italic>, the cultivated varieties have a narrow genetic base due to recurrent selections, genetic bottleneck and linkage drag. The collection and characterization of wild <italic>Lens</italic> germplasm resources have offered new avenues for the genetic improvement and development of stress-tolerant, climate-resilient lentil varieties with sustainable yield gains to meet future food and nutritional requirements. Most of the lentil breeding traits such as high-yield, adaptation to abiotic stresses and resistance to diseases are quantitative and require the identification of quantitative trait loci (QTLs) for marker assisted selection and breeding. Advances in genetic diversity studies, genome mapping and advanced high-throughput sequencing technologies have helped identify many stress-responsive adaptive genes, quantitative trait loci (QTLs) and other useful crop traits in the CWRs. The recent integration of genomics technologies with plant breeding has resulted in the generation of dense genomic linkage maps, massive global genotyping, large transcriptomic datasets, single nucleotide polymorphisms (SNPs), expressed sequence tags (ESTs) that have advanced lentil genomic research substantially and allowed for the identification of QTLs for marker-assisted selection (MAS) and breeding. Assembly of lentil and its wild species genomes (~4Gbp) opens up newer possibilities for understanding genomic architecture and evolution of this important legume crop. This review highlights the recent strides in the characterization of wild genetic resources for useful alleles, development of high-density genetic maps, high-resolution QTL mapping, genome-wide studies, MAS, genomic selections, new databases and genome assemblies in traditionally bred genus <italic>Lens</italic> for future crop improvement amidst the impending global climate change.</p>
</abstract>
<kwd-group>
<kwd>crop wild relatives (CWRs)</kwd>
<kwd>lentils</kwd>
<kwd>climate change</kwd>
<kwd>crop improvement</kwd>
<kwd>biotic and abiotic stresses</kwd>
<kwd>omics-approaches</kwd>
<kwd>gene introgression</kwd>
<kwd>molecular breeding</kwd>
</kwd-group>
<counts>
<fig-count count="0"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="277"/>
<page-count count="21"/>
<word-count count="11870"/>
</counts>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<label>1</label>
<title>Introduction</title>
<p>Climate change is a global threat to food and nutritional security (<xref ref-type="bibr" rid="B136">Leisner, 2020</xref>; <xref ref-type="bibr" rid="B200">Shahzad et&#xa0;al., 2021</xref>) as predicted by the intergovernmental panel on climate change (IPCC) (<xref ref-type="bibr" rid="B1200">Climate.gov, 2022</xref>). The expected average global temperature rise between 2&#xb0;C and 3&#xb0;C by 2100 is anticipated to severely impact both abiotic and biotic components of the environment (<xref ref-type="bibr" rid="B239">Tito et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B106">Juroszek et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B226">Skend&#x17e;i&#x107; et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B163">Pielke et&#xa0;al., 2022</xref>), resulting in impacts on soil nutrients and other ecological resources, as well as the growth, abundance, distribution, physiology and phenology of a wide range of species (<xref ref-type="bibr" rid="B202">Shao and Halpin, 1995</xref>; <xref ref-type="bibr" rid="B242">Tollefson, 2020</xref>). Agriculture is particularly vulnerable to the effects of climate change, with significant yield losses due to heat and drought waves and the emergence of new diseases. The inconsistent precipitation, water deficit, extreme temperatures and sodicity have been among the most devastating stresses that have caused enormous reduction in crop productivity (<xref ref-type="bibr" rid="B173">Rajpal et&#xa0;al., 2019a</xref>; <xref ref-type="bibr" rid="B174">Rajpal et&#xa0;al., 2019b</xref>; <xref ref-type="bibr" rid="B270">Zeroual et al., 2023</xref>). Many modelling studies conducted in multiple countries and agro-climatic zones have predicted large-scale reduction in agricultural productivity, habitat loss, distribution, range shifts and even extinction of species coupled with climate change (<xref ref-type="bibr" rid="B22">Bellard et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B100">Iizumi et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B81">Gupta and Mishra, 2019</xref>; <xref ref-type="bibr" rid="B182">Rom&#xe1;n-Palacios and Wiens, 2020</xref>; <xref ref-type="bibr" rid="B273">Zilli et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B107">Kadiyala et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B138">Lychuk et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B5">Affoh et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B7">Ait-El-Mokhtar et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B74">Gordeev et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B155">Nguyen and Scrimgeour, 2022</xref>; <xref ref-type="bibr" rid="B156">Ntiamoah et&#xa0;al., 2022</xref>
<bold>)</bold> and the risks being exacerbated in species with narrow distribution range and/or genetic base (<xref ref-type="bibr" rid="B45">Dubos et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B69">Galushko and Gamtessa, 2022</xref>). Besides mitigating commercial cultivars to adapt to the changing climates, there is a pressing need to enhance crop productivity to feed the world&#x2019;s ever-growing population which is expected to reach 9 billion by the year 2050. This can be achieved by increasing the rate of genetic gains using novel technologies enabling the crop breeding reduction, increasing genetic gains accuracy and using wide genetic diversity. Breeding climate-smart crop varieties that can withstand multiple stresses in field conditions, therefore, is the focus of modern plant breeding research worldwide. The identification and availability of stress-responsive genes and loci, which is a prerequisite for implementing these strategies has also become a thrust area of research.</p>
<p>In this context, the crop wild relatives (CWRs), landraces and exotic germplasm serve as important reservoirs of useful genes for resistance to insect pests, diseases and various abiotic stresses. A plethora of published reports has clearly demonstrated that a variety of traits like increased resistance against late blight, grassy stunt disease, drought and heat tolerance, increased nutritional value and productivity (<xref ref-type="bibr" rid="B27">Brar and Khush, 1997</xref>; <xref ref-type="bibr" rid="B18">Bamberg and Hanneman, 2003</xref>; <xref ref-type="bibr" rid="B206">Sheehy et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B228">Song et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B103">Janzen et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B261">Wang et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B93">Hao et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B76">Gramazio et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B168">Quezada-Martinez et&#xa0;al., 2021</xref>
<bold>)</bold> in diverse crops including wheat, potato, soybean, mustard and rice have been achieved by introgressing useful genes from the CWRs gene pools into the commercial cultivars. Introgression breeding has given rise to improved cultivars in many leguminous species also such as peanut, urd bean, common bean mung bean, chick pea, pigeon pea and lentils (<xref ref-type="bibr" rid="B225">Singh et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B223">Singh et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B245">Tullu et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B111">Kahraman et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B158">Ogutcen et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B122">Kumar et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B115">Khan et&#xa0;al., 2022</xref>). The importance of CWRs in the breeding of novel cultivars with improved acclimatization ability to various biotic and abiotic stresses, and in broadening the genetic base of modern crops has been very well established. Therefore, efforts have been done globally to characterize and conserve these important genetic treasures for future crop protection and sustenance of agri-food systems (<xref ref-type="bibr" rid="B104">Jarvis et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B171">Rajpal et&#xa0;al., 2016a</xref>; <xref ref-type="bibr" rid="B36">Coyne et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B42">Dissanayake et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B71">Garc&#xed;a-Garc&#xed;a et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B168">Quezada-Martinez et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B167">Pratap et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B179">Renzi et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B169">Rajandran et&#xa0;al., 2022</xref>).</p>
<p>The genus <italic>Lens</italic> (2n=2x=14), an important source of food, fodder and dietary protein is one of the most important members of the family Fabaceae (<xref ref-type="bibr" rid="B194">Schaefer et&#xa0;al., 2012</xref>). The genus has undergone many taxonomical revisions and according to the most accepted classification system, it consists of seven taxa, <italic>viz. L. culinaris</italic> ssp. <italic>culinaris</italic>; <italic>L. culinaris</italic> ssp. <italic>orientalis</italic>; <italic>L. culinaris</italic> ssp. <italic>odemensis; L. ervoides; L. culinaris</italic> ssp. <italic>tomentosus</italic>; <italic>L. lamottei</italic> and <italic>L. nigricans</italic> (<xref ref-type="bibr" rid="B57">Ferguson et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B56">Ferguson and Erskine, 2001</xref>). <italic>L. culinaris</italic> ssp. <italic>culinaris</italic> commonly known as lentil is the only cultivated species of the genus with <italic>L. culinaris</italic> ssp. <italic>orientalis</italic> and <italic>L. nigricans</italic> being its most closely related and distant progenitors, respectively (<xref ref-type="bibr" rid="B263">Wong et&#xa0;al., 2015</xref>).</p>
<p>Lentil (<italic>L. culinaris</italic> ssp. <italic>culinaris</italic>), an annual, herbaceous and self-pollinated old world crop is believed to have been domesticated around 8500 BC in Syria and Turkey (<xref ref-type="bibr" rid="B92">Hansen and Renfrew, 1978</xref>; <xref ref-type="bibr" rid="B38">Cubero, 1981</xref>; <xref ref-type="bibr" rid="B94">Harlan, 1992</xref>; <xref ref-type="bibr" rid="B17">Bahl et&#xa0;al., 1993</xref>; <xref ref-type="bibr" rid="B275">Zohary and Hopf, 2000</xref>). It originated in the Near East and Asia Minor (<xref ref-type="bibr" rid="B130">Ladizinsky, 1979</xref>; <xref ref-type="bibr" rid="B274">Zohary and Hopf, 1988</xref>; <xref ref-type="bibr" rid="B57">Ferguson et&#xa0;al., 2000</xref>) and has since spread to other regions such as North Africa, South Asia, Central and Southern Europe, North America, and Oceania after its origin from Eastern Fertile Crescent (<xref ref-type="bibr" rid="B46">Duke, 1981</xref>; <xref ref-type="bibr" rid="B6">Ahmad et&#xa0;al., 1997</xref>). Lentil is now widely cultivated in a range of climates and elevations and is the 3<sup>rd</sup> most important grain legume after chickpea and pea. It is a dual-purpose crop with its grains being a source of high dietary protein and straw being a valuable livestock feed. There has been a significant increase in global yield potential for lentil over the past 25 years (<xref ref-type="bibr" rid="B53">FAOSTAT, 2019</xref>) leading to an increase in global production from 0.85 to 6.53 metric tonnes (<xref ref-type="bibr" rid="B54">FAOSTAT, 2020</xref>). Canada is world&#x2019;s largest lentil producer (48% of world&#x2019;s production) and exporter (64%. of global lentil exports), while India is the second largest producer (with 15.7% of world&#x2019;s production) but the largest importer of lentil due to high consumption and low productivity (<xref ref-type="bibr" rid="B42">Dissanayake et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B170">Rajendran et&#xa0;al., 2021</xref>; <ext-link ext-link-type="uri" xlink:href="http://www.fao.org/faostat/en/#data/QC">http://www.fao.org/faostat/en/#data/QC</ext-link>; <ext-link ext-link-type="uri" xlink:href="http://www.fao.org/faostat/en/#data/TP">http://www.fao.org/faostat/en/#data/TP</ext-link>, <xref ref-type="bibr" rid="B77">Guerra-Garc&#xed;a et&#xa0;al., 2021</xref>).</p>
<p>The successful breeding and genetic enhancement of crops depend on the availability of genetic diversity in their gene pools, identification and characterization of the novel alleles and detailed crossability data for selecting relevant taxa as parents (<xref ref-type="bibr" rid="B171">Rajpal et&#xa0;al., 2016a</xref>; <xref ref-type="bibr" rid="B172">Rajpal et&#xa0;al., 2016b</xref>). On the basis of crossability data, the species of genus <italic>Lens</italic> have been grouped into three gene pools, with the primary gene pool being represented by <italic>Lens culinaris</italic> ssp<italic>. culinaris, L. culinaris</italic> ssp<italic>. orientalis</italic>, and <italic>L. odemensis.</italic> The secondary, and tertiary gene pools are represented by two species each <italic>L. ervoides</italic>, <italic>L. nigricans</italic> and <italic>L. lamottei</italic> and <italic>L. tomentosus</italic>, respectively (<xref ref-type="bibr" rid="B133">Ladizinsky, 1999</xref>; <xref ref-type="bibr" rid="B150">Muehlbauer and McPhee, 2005</xref>; <xref ref-type="bibr" rid="B64">Fratini and Ruiz, 2006</xref>). These gene pools are the reservoirs of useful crop traits such as resistance to various pathogens and other phenological and agronomic traits (<xref ref-type="bibr" rid="B80">Gupta and Sharma, 2006</xref>; <xref ref-type="bibr" rid="B37">Cristobal et&#xa0;al., 2014</xref>) that can be transferred to cultivated lentils.</p>
<p>Traditionally, lentil breeding has been undertaken through extensive germplasm screening which has allowed selection and release of superior cultivars such as varieties BARI M4-M8 (Bangladesh) (<xref ref-type="bibr" rid="B122">Kumar et&#xa0;al., 2021</xref>) and ILL 404 (Nepal) (<xref ref-type="bibr" rid="B143">Materne and McNeil, 2007</xref>) with improved yield and disease resistance for commercial cultivation. An exotic variety &#x2018;Percoz&#x2019; has resulted in many improved Indian cultivars Angoori, Narendra M1, and VL Masoor 507 (<xref ref-type="bibr" rid="B123">Kumar et&#xa0;al., 2013</xref>). However, intensive breeding and domestication have led to a narrow genetic base and reduced yield of local lentil cultivars, which limits the prospects of further increasing crop productivity through selections. Based on morphological differences, the cultivated lentil species <italic>L. culinaris</italic> encompass the small-seeded (<italic>microsperma</italic>) and large-seeded (<italic>macrosperma</italic>) groups (<xref ref-type="bibr" rid="B222">Singh et&#xa0;al., 2020</xref>). In India, traditionally grown lentil belongs to &#x2018;microsperma&#x2019; (pilosae type), which has a narrow genetic base, low seedling vigor, pod set and harvest index and increased rate of flower drop. It is also poor in dry matter accumulation and lacks resistance to abiotic and biotic stresses (<xref ref-type="bibr" rid="B58">Ferguson et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B128">Kumar et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B116">Khazaei et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B270">Zeroual et&#xa0;al., 2023</xref>). To achieve enhanced genetic gains in lentil breeding, the identification of new target traits from CWRs and their introgression into cultivated taxa is desired in order to broaden the genetic base of cultivars. This can be accomplished by deploying additional alleles from alien and secondary and tertiary gene pools. Recent advances in large-scale genome analyses, such as next generation sequencing (NGS), high throughput genotyping (HTG) and high throughput phenotyping (HTP) have added to the breadth of genetic diversity, development of genomic resources databases and knowledge on phylogenetics in the genus <italic>Lens.</italic> This information can be used for precise and efficient molecular genetic improvement and enhancement programs of lentils (<xref ref-type="bibr" rid="B122">Kumar et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B167">Pratap et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B97">Hussain et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B189">Salaria et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B190">Salgotra and Stewart, 2022</xref>; <xref ref-type="bibr" rid="B211">Singh et&#xa0;al., 2022a</xref>; <xref ref-type="bibr" rid="B240">Tiwari et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B34">Civantos-Go&#xb4; mez et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B183">Roy et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B270">Zeroual et&#xa0;al., 2023</xref>
<bold>)</bold> similar to what has been achieved in major crops such as rice, wheat and maize (<xref ref-type="bibr" rid="B266">Yoshino et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B147">Mishra et&#xa0;al., 2021</xref>).</p>
<p>The present Review has compiled information on the available genetic and genomic resources, genotyping efforts, genetic maps and databases, marker-assisted and genomic selections, identification of QTLs, ESTs, genes associated with desired crop traits and genome assemblies in lentil and its CWRs. This collation will aid in understanding the spectrum of diversity available for introgression and the development of elite lentil germplasm with desired productivity levels for future food and nutritional security and adaptability to changing climates.</p>
</sec>
<sec id="s2">
<label>2</label>
<title>Gene Pools, phylogenetic relationships, and domestication of lentil</title>
<p>Lentil is a self-pollinated, diploid (2n=2x = 14) species with a C DNA value of 4.2 pg (<xref ref-type="bibr" rid="B12">Arumuganathan and Earle, 1991</xref>; <xref ref-type="bibr" rid="B210">Singh et&#xa0;al., 2018</xref>). The taxonomy of genus <italic>Lens</italic> at the species and subspecies levels has been quite contentious (<xref ref-type="bibr" rid="B255">Van Oss et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B57">Ferguson et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B64">Fratini and Ruiz, 2006</xref>; <xref ref-type="bibr" rid="B230">Suvorova, 2014</xref>; <xref ref-type="bibr" rid="B121">Koul et&#xa0;al., 2017</xref>). The most recent classification system (<xref ref-type="bibr" rid="B263">Wong et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B121">Koul et&#xa0;al., 2017</xref>) recognizes seven taxa in the genus grouped into four genepools: <italic>L. culinaris, L. orientalis</italic> and <italic>L. tomentosus</italic> in the primary genepool; <italic>L. odemensis</italic>, <italic>L. lamottei</italic> in the secondary genepool; and one species each <italic>L. ervoides</italic> and <italic>L. nigricans</italic> in the tertiary and the quaternary gene pools, respectively. Despite these reorganizations at taxonomic level, it is generally agreed that <italic>L. culinaris</italic> ssp. <italic>orientalis</italic> is the most closely related wild progenitor of <italic>L. culinaris</italic> ssp. <italic>culinaris</italic>, while the most distantly related species <italic>L. nigricans</italic> has a distinct gene pool (<xref ref-type="bibr" rid="B178">Reddy et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B263">Wong et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B137">Liber et&#xa0;al., 2021</xref>
<bold>).</bold> Although viable hybrid formation has been reported between <italic>L. culinaris</italic> ssp. <italic>orientalis</italic> and <italic>L</italic>. <italic>odemensis</italic> (<xref ref-type="bibr" rid="B134">Ladizinsky et&#xa0;al., 1984</xref>; <xref ref-type="bibr" rid="B3">Abbo and Ladizinsky, 1994</xref>; <xref ref-type="bibr" rid="B66">Fratini et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B64">Fratini and Ruiz, 2006</xref>; <xref ref-type="bibr" rid="B151">Muehlbauer et&#xa0;al., 2006</xref>), the fertility of the hybrids may be affected by chromosomal rearrangements (<xref ref-type="bibr" rid="B134">Ladizinsky et&#xa0;al., 1984</xref>; <xref ref-type="bibr" rid="B130">Ladizinsky, 1979</xref>
<bold>).</bold> Crosses are also possible between the cultivated lentil, <italic>L. culinaris</italic> and the species belonging to the other gene pools, but hybrids may be sterile owing to chromosomal rearrangements that aborts the hybrid embryos at a high rate (<xref ref-type="bibr" rid="B2">Abbo and Ladizinsky, 1991</xref>; <xref ref-type="bibr" rid="B131">Ladizinsky, 1993</xref>; <xref ref-type="bibr" rid="B3">Abbo and Ladizinsky, 1994</xref>; <xref ref-type="bibr" rid="B83">Gupta and Sharma, 2005</xref>). <italic>In vitro</italic> embryo rescue methods are used to overcome these barriers (<xref ref-type="bibr" rid="B64">Fratini and Ruiz, 2006</xref>; <xref ref-type="bibr" rid="B65">Fratini and Ruiz, 2011</xref>; <xref ref-type="bibr" rid="B127">Kumar et&#xa0;al., 2014</xref>).</p>
<p>Studies have reported a close relationship between <italic>L. odemensis</italic>, <italic>L. nigricans</italic> and <italic>L</italic>. <italic>culinaris</italic> ssp. <italic>orientalis</italic> based on morphological markers (<xref ref-type="bibr" rid="B63">Fratini et&#xa0;al., 2006</xref>), however, other studies using morphological features and molecular markers suggest the need for revisions in the taxonomic status of <italic>L. culinaris</italic> ssp. <italic>odemensis</italic> and <italic>L. tomentosus</italic> which have distinct morphological features and karyotypes (<xref ref-type="bibr" rid="B132">Ladizinsky, 1997</xref>; <xref ref-type="bibr" rid="B255">Van Oss et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B121">Koul et&#xa0;al., 2017</xref>
<bold>)</bold>. These differences in the karyotypes might contribute to the reproductive isolation between <italic>Lens</italic> species, even though they share the same diploid chromosome number (<xref ref-type="bibr" rid="B150">Muehlbauer and McPhee, 2005</xref>).</p>
<p>Further, three major cultivated lentil groups have been identified by <xref ref-type="bibr" rid="B116">Khazaei et&#xa0;al. (2016)</xref> based on studies on lentil accessions from 54 countries reflecting the world&#x2019;s Mediterranean, northern temperate and south Asian (sub-tropical savannah) agro-ecological zones. Four major clusters have also been revealed by <xref ref-type="bibr" rid="B42">Dissanayake et&#xa0;al. (2020)</xref> with the taxa grouped as <italic>L. culinaris</italic>/<italic>L. orientalis in</italic> cluster 1; cluster 2 with <italic>L. odemensis</italic>/<italic>L. lamottei</italic>; and two species <italic>L. ervoides</italic> and <italic>L. nigricans</italic> clustered separately. Studies by <xref ref-type="bibr" rid="B160">Pavan et&#xa0;al. (2019)</xref> showed correlation between assessment of seed size and early flowering traits, genetic clustering and geography in Mediterranean germplasm. Cultivated and wild lentil accessions showed little correlation in their geographical origins. These reports indicate that present-day lentil diversity has been articulated by both natural and artificial selection (<xref ref-type="bibr" rid="B137">Liber et&#xa0;al., 2021</xref>).</p>
</sec>
<sec id="s3">
<label>3</label>
<title>World lentil genetic resources</title>
<p>Worldwide, gene banks hold a large number of 58,405 <italic>Lens</italic> accessions spread across 103 countries. The International Centre for Agricultural Research in the Dry Areas (ICARDA) maintains the largest collection of 14,577 accessions, including 11,405 landraces, 2,580 breeding lines and 612 wild accessions from 26 countries (<xref ref-type="bibr" rid="B125">Kumar et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B77">Guerra-Garc&#xed;a et&#xa0;al., 2021</xref>). Other large germplasm collections of lentil are maintained by the Australian Grains Gene (AGG) bank (6,218 accessions), the European Cooperative Programme for Plant Genetic Resources (4,598 accessions), the USDA Agricultural Research Service, USA (3,247 accessions), the Seed and Plant Improvement Institute of Iran (3,000 accessions), the Vavilov Institute, Russia (2,598 accessions), and Plant Gene Resources of Canada (1,150 accessions). In India, the ICAR-National Bureau of Plant Genetic Resources (NBPGR) of India maintains 2537 accessions, while, Indian Institute of Pulses Research (IIPR), Kanpur, maintains 71 accessions from wild species and 117 landraces of the cultigen from the Mediterranean region (<xref ref-type="bibr" rid="B125">Kumar et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B218">Singh and Chung, 2016</xref>; <xref ref-type="bibr" rid="B141">Malhotra et&#xa0;al., 2019</xref>). The distribution of lentil world collections is listed in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>List of World Germplasm Collections in Lentil.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" rowspan="2" align="left">Genebank/Institute</th>
<th valign="top" colspan="3" align="center">Accessions</th>
</tr>
<tr>
<th valign="top" align="center">Total number</th>
<th valign="top" align="center">Wild taxa</th>
<th valign="top" align="center">Land races/cultivars</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">International Centre for Agricultural Research in Dry Areas (ICARDA), Syria</td>
<td valign="top" align="center">14577</td>
<td valign="top" align="center">612</td>
<td valign="top" align="center">11405</td>
</tr>
<tr>
<td valign="top" align="left">Australian Temperate Field Crops Collection, Australian Grains Gene bank (AGG)</td>
<td valign="top" align="center">6218</td>
<td valign="top" align="center">250</td>
<td valign="top" align="center">3037</td>
</tr>
<tr>
<td valign="top" align="left">United States of Department of Agriculture,USA</td>
<td valign="top" align="center">3247</td>
<td valign="top" align="center">52</td>
<td valign="top" align="center">454</td>
</tr>
<tr>
<td valign="top" align="left">Seed and Plant Improvement Institute, Iran</td>
<td valign="top" align="center">3000</td>
<td valign="top" align="center">270</td>
<td valign="top" align="center">360</td>
</tr>
<tr>
<td valign="top" align="left">Vavilov Institute, Russia</td>
<td valign="top" align="center">2598</td>
<td valign="top" align="center">285</td>
<td valign="top" align="center">1740</td>
</tr>
<tr>
<td valign="top" align="left">National Bureau of Plant Genetic Resources, India</td>
<td valign="top" align="center">2537</td>
<td valign="top" align="center">108</td>
<td valign="top" align="center">1871</td>
</tr>
<tr>
<td valign="top" align="left">Plant Gene Resources of Canada</td>
<td valign="top" align="center">1150</td>
<td valign="top" align="center">195</td>
<td valign="top" align="center">644</td>
</tr>
<tr>
<td valign="top" align="left">Plant Genetic Resource Department Aegean Agricultural Research Institute, Turkey</td>
<td valign="top" align="center">1095</td>
<td valign="top" align="center">10</td>
<td valign="top" align="center">1084</td>
</tr>
<tr>
<td valign="top" align="left">General Commission for Scientific Agricultural Research, Syria</td>
<td valign="top" align="center">1072</td>
<td valign="top" align="center">75</td>
<td valign="top" align="center">407</td>
</tr>
<tr>
<td valign="top" align="left">Research Centre for Agro-Botany, Hungary</td>
<td valign="top" align="center">1061</td>
<td valign="top" align="center">42</td>
<td valign="top" align="center">31</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>Keeping in view the global mandate for lentil improvement, accessions of different wild species of lentil are screened at various research institutions such as ICARDA, and IIPR for various biotic and abiotic stresses, as well as agro-morphological traits. Further, hybridization programs involve crossing &#x2018;microsperma&#x2019; and &#x2018;macrosperma&#x2019; lentils (<xref ref-type="bibr" rid="B49">Erskine et&#xa0;al., 1998</xref>) to produce promising germplasm for lentil breeding programs in South Asia (<xref ref-type="bibr" rid="B192">Sarker and Erskine, 2006</xref>; <xref ref-type="bibr" rid="B193">Sarker et&#xa0;al., 2010</xref>). The introduction of exotic germplasm of macrosperma variety &#x2018;Precoz&#x2019; with early flowering trait has led to the development of improved cultivars with large seeds, short duration and rust resistance (<xref ref-type="bibr" rid="B217">Singh et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B13">Asghar et&#xa0;al., 2010</xref>). There are many cultivars that have been developed and released in India using promising breeding lines developed at ICARDA (<xref ref-type="bibr" rid="B43">Dixit et&#xa0;al., 2009</xref>).</p>
<p>A recent initiative, INCREASE (Intelligent Collections of Food Legumes Genetic Resources for European Agrofood Systems) launched in 2020 by the European Union&#x2019;s Horizon (<ext-link ext-link-type="uri" xlink:href="https://www.pulsesincrease.eu">https://www.pulsesincrease.eu</ext-link>) aims to enhance the phenotypic and genotypic characterization of four food legumes genetic resources including lentil (<xref ref-type="bibr" rid="B70">Garc&#xed;a-Garc&#xed;a et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B35">Cortinovis et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B77">Guerra-Garc&#xed;a et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B120">Kroc et&#xa0;al., 2021</xref>).</p>
<p>To manage a large number of accessions, concept of developing &#x2018;core&#x2019; and &#x2018;mini core&#x2019; collections has been used to represent maximum variability in limited number of accessions (<xref ref-type="bibr" rid="B28">Brown, 1989</xref>
<bold>).</bold> While a core collection represents 10-20% (<xref ref-type="bibr" rid="B265">Yonezawa et&#xa0;al., 1995</xref>) of the total base collection of accessions in a species, a mini core collection includes 1-2% of entire collection (<xref ref-type="bibr" rid="B271">Zhang et&#xa0;al., 2012</xref>). Core collections are attractive as they represent a sizeable genetic diversity in a manageable number of accessions and have been developed in many crop species like rice, wheat, maize, and many pulses (<xref ref-type="bibr" rid="B252">Upadhyaya et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B149">Mourad et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B260">Vilayheuang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B177">Raturi et&#xa0;al., 2022</xref>). In the genus <italic>Lens</italic>, <xref ref-type="bibr" rid="B209">Singh et&#xa0;al. (2014)</xref> analysed 405 accessions of all seven taxa with morphological and biotic resistance markers to construct a core set of 96 lentil accessions using the statistical program &#x2018;PowerCore&#x2019;. The core set was then screened for resistance to rust (<italic>Uromyces fabae</italic> (Grev.) Fuckel) and Powdery mildew (<italic>Erysiphe polygoni</italic> DC.) for three seasons under two agro-climatic conditions in India (<xref ref-type="bibr" rid="B209">Singh et&#xa0;al., 2014</xref>). Another core set of lentil accessions comprising of 170 accessions (137 Indian and 33 exotic) has been constructed based on the agro-morphological data and geographical distribution (<xref ref-type="bibr" rid="B243">Tripathi et&#xa0;al., 2021</xref>). Recently, <xref ref-type="bibr" rid="B95">Heineck et&#xa0;al. (2022)</xref> screened a part of the lentil core collection derived from single seed for resistance against <italic>Fusarium oxysporum.</italic> They found differences in disease severity and biomass traits among lentil accessions. Further, they used genome-wide association study (GWAS) and SNP markers to identify 11 QTLs, two pairs of which were located near putatively orthologous sequences linked to disease resistance.</p>
</sec>
<sec id="s4">
<label>4</label>
<title>Crop wild relatives (CWRs) as a source of novel variation for economically important traits</title>
<p>Conventional breeding has resulted in considerable genetic improvement of lentils, but productivity has become stagnant in the recent years. Utilization of divergent germplasm from crop wild relatives, landraces and exotic germplasm can broaden the genetic base with useful genetic variation and infuse the lost variability which can result in improved productivity and introgression of desirable characters in lentil (<xref ref-type="bibr" rid="B44">Doyle, 1988</xref>; <xref ref-type="bibr" rid="B233">Tanksley and McCouch, 1997</xref>; <xref ref-type="bibr" rid="B82">Gupta and Singh, 2009</xref>; <xref ref-type="bibr" rid="B166">Pratap and Gupta, 2009</xref>). Domesticated lentil has revealed very poor genetic variability compared to its related wild species <italic>L. culinaris</italic> ssp. <italic>orientalis</italic> in multiple studies (<xref ref-type="bibr" rid="B152">Muench et&#xa0;al., 1991</xref>; <xref ref-type="bibr" rid="B144">Mayer and Soltis, 1994</xref>; <xref ref-type="bibr" rid="B10">Alvarez et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B67">Ford et&#xa0;al., 1997</xref>; <xref ref-type="bibr" rid="B9">Alo et&#xa0;al., 2011</xref>). Many studies have indicated that wild <italic>Lens</italic> taxa show resistance to various biotic and abiotic stress conditions (<xref ref-type="bibr" rid="B20">Bayaa et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B21">Bayaa et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B89">Hamdi et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B88">Hamdi and Erskine, 1996</xref>; <xref ref-type="bibr" rid="B80">Gupta and Sharma, 2006</xref>). These species are a source of useful alleles for traits like resistance to key diseases, parasitic weeds and insect pests. The different sources of important crop traits in lentils are listed in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Wild germplasm resources for economically important traits in lentil.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Gene Pools*</th>
<th valign="middle" align="center">Species</th>
<th valign="middle" colspan="2" align="center">Traits</th>
<th valign="middle" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="2" align="center">Primary</td>
<td valign="middle" rowspan="2" align="center">
<italic>L. culinaris</italic> ssp. <italic>culinaris</italic>
</td>
<td valign="middle" align="center">Biotic Resistance</td>
<td valign="middle" align="center">Anthracnose or <italic>Colletotrichum truncatum</italic> resistance</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B29">Buchwaldt et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B201">Shaikh et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Abiotic Resistance</td>
<td valign="middle" align="center">Heat tolerance</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B125">Kumar et&#xa0;al., 2015</xref>
</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">Primary</td>
<td valign="middle" rowspan="4" align="center">
<italic>L. culinaris</italic> ssp. <italic>orientalis/L. orientalis</italic>
</td>
<td valign="middle" align="center">Biotic Resistance</td>
<td valign="middle" align="center">
<italic>Ascochyta</italic> blight, <italic>Stemphylium</italic> blight,<break/>
<italic>Fusarium</italic> wilt,<break/>Powdery mildew<break/>Rust</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B20">Bayaa et&#xa0;al., 1994</xref>;<break/>
<xref ref-type="bibr" rid="B80">Gupta and Sharma, 2006</xref>; <xref ref-type="bibr" rid="B247">Tullu et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B36">Coyne et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B222">Singh et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B39">Dadu et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Insect Resistance</td>
<td valign="middle" align="center">Bruchids<break/>
<italic>Orobanche</italic>
</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B59">Fern&#xe1;ndez-Aparicio et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B135">Laserna-Ruiz et&#xa0;al., 2012</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Abiotic Resistance</td>
<td valign="middle" align="center">Cold tolerance, salinity</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B89">Hamdi et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B213">Singh et&#xa0;al., 2017a</xref>
</td>
</tr>
<tr>
<td valign="middle" align="left"/>
<td valign="middle" align="center">Agronomic seed weight</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B4">Abbo et&#xa0;al., 1992</xref>; <xref ref-type="bibr" rid="B209">Singh et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="middle" rowspan="3" align="center">Primary/Secondary</td>
<td valign="middle" rowspan="3" align="center">
<italic>L. culinaris</italic> ssp. <italic>odemensis/L. odemensis</italic>
</td>
<td valign="middle" align="center">Biotic Resistance</td>
<td valign="middle" align="center">
<italic>Ascochyta</italic> blight, <italic>Stemphylium</italic> blight,<break/>
<italic>Fusarium</italic> wilt,<break/>Rust<break/>Powdery mildew</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B20">Bayaa et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B80">Gupta and Sharma, 2006</xref>; <xref ref-type="bibr" rid="B247">Tullu et&#xa0;al., 2010</xref>;<break/>
<xref ref-type="bibr" rid="B209">Singh et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B211">Singh et&#xa0;al., 2022a</xref>; <xref ref-type="bibr" rid="B216">Singh et&#xa0;al., 2022b</xref>;<break/>
<xref ref-type="bibr" rid="B36">Coyne et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B39">Dadu et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Abiotic Resistance</td>
<td valign="middle" align="center">Drought</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B159">Omar et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Insect Resistance</td>
<td valign="middle" align="center">
<italic>Sitona</italic> weevil</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B48">El-Bouhssini et&#xa0;al., 2008</xref>
</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">Secondary/Tertiary</td>
<td valign="middle" rowspan="4" align="center">
<italic>L. ervoides</italic>
</td>
<td valign="middle" align="center">Biotic Resistance</td>
<td valign="middle" align="center">Anthracnose<break/>
<italic>Ascochyta</italic> blight, <italic>Stemphylium</italic> blight,<break/>
<italic>Fusarium</italic> wilt,<break/>Rust</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B20">Bayaa et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B80">Gupta and Sharma, 2006</xref>; <xref ref-type="bibr" rid="B246">Tullu et&#xa0;al., 2006a</xref>; <xref ref-type="bibr" rid="B60">Fiala et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B247">Tullu et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B253">Vail et&#xa0;al., 2012</xref>; <xref ref-type="bibr" rid="B36">Coyne et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B222">Singh et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Abiotic Resistance</td>
<td valign="middle" align="center">Drought</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B75">Gorim and Vandenberg, 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Insect Resistance</td>
<td valign="middle" align="center">Sitona weevil<break/>
<italic>Orobanche</italic>
</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B48">El-Bouhssini et&#xa0;al., 2008</xref>;<break/>
<xref ref-type="bibr" rid="B59">Fern&#xe1;ndez-Aparicio et&#xa0;al., 2009</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Agronomic traits</td>
<td valign="middle" align="center">Seed size</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B60">Fiala et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B244">Tullu et&#xa0;al., 2011</xref>
</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">Primary/Tertiary</td>
<td valign="middle" rowspan="2" align="center">
<italic>L. tomentosus</italic>
</td>
<td valign="middle" align="center">Biotic Resistance</td>
<td valign="middle" align="center">
<italic>Fusarium</italic> wilt,<break/>Powdery mildew</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B209">Singh et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B222">Singh et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Abiotic Resistance</td>
<td valign="middle" align="center">Drought</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B75">Gorim and Vandenberg, 2017</xref>; <xref ref-type="bibr" rid="B159">Omar et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" rowspan="2" align="center">Secondary/Tertiary</td>
<td valign="middle" rowspan="2" align="center">
<italic>L. lamottei</italic>
</td>
<td valign="middle" align="center">Biotic Resistance</td>
<td valign="middle" align="center">Anthracnose,<break/>
<italic>Ascochyta</italic> blight, <italic>Stemphylium</italic> blight,</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B20">Bayaa et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B80">Gupta and Sharma, 2006</xref>; <xref ref-type="bibr" rid="B246">Tullu et&#xa0;al., 2006a</xref>; <xref ref-type="bibr" rid="B60">Fiala et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B247">Tullu et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B164">Podder et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B24">Bhadauria et&#xa0;al., 2017</xref>;<break/>
<xref ref-type="bibr" rid="B222">Singh et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Insect Resistance</td>
<td valign="middle" align="center">Bruchids</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B135">Laserna-Ruiz et&#xa0;al., 2012</xref>
</td>
</tr>
<tr>
<td valign="middle" rowspan="4" align="center">Secondary/Tertiary/Quaternary</td>
<td valign="middle" rowspan="4" align="center">
<italic>L. nigricans</italic>
</td>
<td valign="middle" align="center">Biotic Resistance</td>
<td valign="middle" align="center">Anthracnose,<break/>
<italic>Ascochyta</italic> blight, <italic>Stemphylium</italic> blight,<break/>
<italic>Fusarium</italic> wilt,<break/>Rust<break/>Powdery mildew</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B20">Bayaa et&#xa0;al., 1994</xref>; <xref ref-type="bibr" rid="B80">Gupta and Sharma, 2006</xref>; <xref ref-type="bibr" rid="B246">Tullu et&#xa0;al., 2006a</xref>; <xref ref-type="bibr" rid="B60">Fiala et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B247">Tullu et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B186">Saha et&#xa0;al., 2010a</xref> <xref ref-type="bibr" rid="B187">Saha et&#xa0;al., 2010b</xref>; <xref ref-type="bibr" rid="B164">Podder et&#xa0;al., 2013</xref>,<break/>
<xref ref-type="bibr" rid="B209">Singh et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B222">Singh et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Insect Resistance</td>
<td valign="middle" align="center">Bruchids</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B135">Laserna-Ruiz et&#xa0;al., 2012</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Abiotic Resistance</td>
<td valign="middle" align="center">Cold, drought, heat</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B89">Hamdi et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B88">Hamdi and Erskine, 1996</xref>; <xref ref-type="bibr" rid="B75">Gorim and Vandenberg, 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">Agronomic Traits</td>
<td valign="middle" align="center">Pods per plant</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B209">Singh et&#xa0;al., 2014</xref>
</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>* Different Genepools mentioned for species according to reports of different authors.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<p>Lentil breeding has been laid around a systematic breeding scheme where trait specific donors and recipient cultivars can be selected (<xref ref-type="bibr" rid="B127">Kumar et&#xa0;al., 2014</xref>). Many studies have shown that alien gene introgression from exotic wild species has substantially demonstrated higher variations for productivity and its associated traits in new segregating F<sub>2</sub> population (<xref ref-type="bibr" rid="B84">Gupta and Sharma, 2007</xref>; <xref ref-type="bibr" rid="B223">Singh et&#xa0;al., 2013</xref>). Several agronomic and other potential traits like disease resistance and biofortification have been introgressed from <italic>L. orientalis</italic> and <italic>L. ervoides</italic> into pre-bred lines from various sources by ICARDA. These improved lines are being tested in different locations and exhibit more than 40% increase in yield compared to the check (Bakaria) along with higher percentage of micronutrients and 80&#x2013;100 days of short-season cycle (<xref ref-type="bibr" rid="B126">Kumar et&#xa0;al., 2019</xref>). Recently, a lot of research interest has shifted to wild <italic>Lens</italic> relatives for identification of useful traits.</p>
<sec id="s4_1">
<label>4.1</label>
<title>CWR Gene pool as a genomic reservoir for abiotic stress tolerance</title>
<p>Climate change has resulted in the emergence of various abiotic stresses such as drought, sodicity, extreme temperatures (heat, cold and frost) and flooding (<xref ref-type="bibr" rid="B174">Rajpal et&#xa0;al., 2019b</xref>), which have a significant impact on agricultural productivity. The changes in temperature and rainfall together have shown about 30% yield differences in major food crops in the last few years (<xref ref-type="bibr" rid="B272">Zhao et&#xa0;al., 2017</xref>). In order to adapt to these changing conditions, it is important to identify candidate genes and genetic loci that confer the adaptive responses of plants to these stresses. CWRs have been the main targets for hunting stress-responsive genes and loci. Further, for understanding the mechanism of abiotic stress adaptation which is quantitative in nature, identification of QTLs, use of genome wide association mapping (GWAM) and transcriptomic analysis are the main targets of future research focussed on stress mitigation.</p>
<p>Recently, the use of genomics-assisted and molecular breeding tools along with traditional breeding have been employed to characterize the hidden diversity in lentil CWRs. Studies have found that while <italic>L. nigricans</italic> showed maximum tolerance to drought, <italic>L. orientalis</italic> may also provide sources of genes for drought tolerance across African regions with low rainfall (<xref ref-type="bibr" rid="B80">Gupta and Sharma, 2006</xref>
<bold>)</bold>. In addition, screening of wild <italic>Lens</italic> germplasm has indicated resistance to drought in <italic>L. odemensis, L. ervoides, L. lamottei, L tomentosus</italic> and <italic>L. nigricans</italic> (<xref ref-type="bibr" rid="B80">Gupta and Sharma, 2006</xref>; <xref ref-type="bibr" rid="B75">Gorim and Vandenberg, 2017</xref>
<bold>)</bold>. Many accessions of <italic>L. odemensis, L. ervoides</italic> and <italic>L. orientalis</italic> responded to drought by increased deep rooting and some responded by delayed flowering. A reduction in transpiration rates was also observed as a means of drought tolerance in <italic>L. tomentosus</italic>. (<xref ref-type="bibr" rid="B52">Fang and Xiong, 2015</xref>; <xref ref-type="bibr" rid="B75">Gorim and Vandenberg, 2017</xref>
<bold>).</bold> Other reports have also highlighted the potential of lentil CWRs with significant differences in morphology of root traits for fine root distribution, variability in the number of nodules, and root biomass proportion in each soil layer (<xref ref-type="bibr" rid="B75">Gorim and Vandenberg, 2017</xref>). <xref ref-type="bibr" rid="B159">Omar et&#xa0;al. (2019)</xref> analysed drought tolerance in elite lentil varieties crossed with the CWRs. The drought tolerance was linked to cell membrane stability, root to shoot ratio increment, pubescent leaves, relative leaf water content, and reduced transpiration and wilting. <xref ref-type="bibr" rid="B191">Sanderson et&#xa0;al. (2019)</xref> with a focus to study disease resistance and tolerance to drought analysed recombinant inbred lines (RILs) in crosses of lentil cultivars with wild species <italic>L. orientalis, L. ervoides</italic> and <italic>L. odemensis</italic>, in the lentil pre-breeding project at ICARDA. These studies aimed to develop drought tolerance in lentils through identification of key drought traits by generating genetic markers for mapping in lentil and CWRs for breeding programs. This wide variation in responses to drought across the lentils indicates that wild species relatives will be important for future lentil development depending upon the successful crossing resulting in viable hybrids between the wild and cultivated species.</p>
<p>To understand the adaptation strategies to alkalinity stress tolerance in lentil, the morphological, anatomical, biochemical and transcriptomics features were compared between a tolerant and sensitive cultivar to show that the secondary metabolism and ABA signaling contributed towards alkalinity stress tolerance in lentil (<xref ref-type="bibr" rid="B211">Singh et&#xa0;al., 2022a</xref>). The lentil variety PDL-1 shows significant alkalinity tolerance and has the potential to be used in genetic improvement programs of lentil (<xref ref-type="bibr" rid="B211">Singh et&#xa0;al., 2022a</xref>). Efforts have also been done to identify the genes for cold tolerance (<xref ref-type="bibr" rid="B89">Hamdi et&#xa0;al., 1996</xref>) and salinity tolerance (<xref ref-type="bibr" rid="B214">Singh et&#xa0;al., 2017b</xref>) in <italic>L. culinaris</italic> ssp. <italic>orientalis.</italic> <xref ref-type="bibr" rid="B185">Rubio Teso et&#xa0;al. (2022)</xref> applied the predictive characterization model approach in <italic>Lens</italic> species based on the method of environmental filtering (<xref ref-type="bibr" rid="B238">Thormann et&#xa0;al., 2014</xref>) to identify lentil populations potentially tolerant to multiple abiotic stresses such as salinity, drought and water-logging in four wild taxa of <italic>Lens</italic> (<italic>L. orientalis, L. ervoides, L. lamottei</italic> and <italic>L. nigricans).</italic>
</p>
</sec>
<sec id="s4_2">
<label>4.2</label>
<title>CWR Gene pool for biotic stress resistance</title>
<p>Climate change has resulted in the evolution of novel insects, nematodes, herbivores, microbial pathogens, and weeds, which limit the full potential of crop growth and reproduction, causing heavy productivity losses. Understanding the complex arrays of defense mechanisms and networks involving biotic stress resistance requires further research efforts. The elucidation of the regulating mechanisms is key to the identification of stress resistance genes. Exploration of CWRs with advanced genome dissecting tools has resulted in meaningful results in the form of identification of novel stress-responsive genes.</p>
<p>Most of the wild <italic>Lens</italic> species are reservoirs of genes conferring resistance to various pathogens and insects pests. <italic>L. lamottei</italic> and <italic>L. ervoides</italic> have shown a high level of resistance toward <italic>Stemphylium</italic> blight (<xref ref-type="bibr" rid="B164">Podder et&#xa0;al., 2013</xref>). Similarly, a significant level of resistance is shown by <italic>L. odemensis</italic> followed by <italic>L. ervoides</italic> accessions against <italic>Sitona</italic> weevil (<xref ref-type="bibr" rid="B48">El-Bouhssini et&#xa0;al., 2008</xref>). Some related wild <italic>Lens</italic> taxa have also shown potential for their usefulness in cultivated crop breeding programs exhibiting combined resistance to <italic>Fusarium</italic> wilt or anthracnose diseases (<xref ref-type="bibr" rid="B21">Bayaa et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B80">Gupta and Sharma, 2006</xref>; <xref ref-type="bibr" rid="B246">Tullu et&#xa0;al., 2006a</xref>; <xref ref-type="bibr" rid="B247">Tullu et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B165">Polanco et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B222">Singh et&#xa0;al., 2020</xref>).</p>
<p>To select resistant lentil population from wild taxa, a calibration method was developed and applied for the selection of populations of wild species for showing potential resistance to broomrape lentil rust and other rust diseases using a total of 204 and 351 <italic>Lens</italic> accessions, respectively (<xref ref-type="bibr" rid="B185">Rubio Teso et&#xa0;al., 2022</xref>).</p>
</sec>
<sec id="s4_3">
<label>4.3</label>
<title>CWR Gene pool for other agronomic traits</title>
<p>Lentil CWRs have been screened to reveal many other useful traits that can serve as important genomic resources for future breeding programs, allowing breeders to develop new culivars with improved traits. A collection of 405 related wild <italic>Lens</italic> species accessions were used to select promising 96 wild lentil accessions and were validated for target traits under multiple locations for establishing their use as stable donors in breeding programs (<xref ref-type="bibr" rid="B222">Singh et&#xa0;al., 2020</xref>). <italic>L. ervoides</italic> has been identified as a promising source of genes or alleles for traits such as growth habit, phenology, plant biomass, and seed traits (<xref ref-type="bibr" rid="B244">Tullu et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B245">Tullu et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B127">Kumar et&#xa0;al., 2014</xref>). A wide range of variation was observed for these different traits in related wild species of <italic>Lens</italic> globally representing various countries (<xref ref-type="bibr" rid="B127">Kumar et&#xa0;al., 2014</xref>). Quality traits like micronutrients (<xref ref-type="bibr" rid="B198">Sen Gupta et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B124">Kumar et&#xa0;al., 2018</xref>) raffinose and prebiotics among others (<xref ref-type="bibr" rid="B231">Tahir et&#xa0;al., 2011</xref>) also showed significant diversity in wild <italic>Lens</italic> species. Furthermore, interspecific populations generated from wide crosses between &#x2018;<italic>L. culinaris</italic> ssp<italic>. culinaris</italic> x <italic>L. ervoides&#x2019;</italic> resulted in major increase in traits for yield contribution (<xref ref-type="bibr" rid="B244">Tullu et&#xa0;al., 2011</xref>). Accessions with sources of genes for early growth have been identified in order to induce earliness into lentil cultivars with required genetic background. These include accessions of <italic>L. culinaris</italic> ssp<italic>. culinaris</italic> and accession &#x2018;ILWL 118&#x2019; of <italic>L. culinaris</italic> ssp<italic>. orientalis</italic> that can potentially donate to the genetic enhancement program of lentil (<xref ref-type="bibr" rid="B251">Tyagi and Sharma, 1995</xref>; <xref ref-type="bibr" rid="B241">Toklu et&#xa0;al., 2009</xref>). Similarly, potential donors for yield traits, <italic>viz.</italic>, number of pods per plant and weight of the seed were observed in <italic>L. culinaris</italic> ssp. <italic>orientalis</italic> and <italic>L. lamottei.</italic>
</p>
</sec>
</sec>
<sec id="s5">
<label>5</label>
<title>Application of omics-technologies: Landscape of lentil genomic resources, developed lines and genome assemblies</title>
<p>The productivity gains so far achieved in lentils are largely based on the use of traditional breeding approaches. Developing climate-resilient smart crop varieties with broad-spectrum tolerance to withstand multiple simultaneous stresses in a short span of time would not be possible by traditional crop breeding alone. Further, since the economically important crop traits are mostly quantitative in nature and get highly affected by their immediate environment, such GxE interactions add another level of complexity to breeding programs. The deployment of a multitude of advanced genomics tools in integration with traditional breeding pipelines, however, has made this task achievable in many important crop species (<xref ref-type="bibr" rid="B140">Maghuly et&#xa0;al., 2022</xref>). These new genomic tools and technologies including molecular DNA markers, cutting-edge sequencing technologies, high-density genotyping and phenotyping platforms, genome mapping, genome dissection, genomic selection, predictions and editing methods have expedited the breeding of improved varieties (<xref ref-type="bibr" rid="B207">Sihag et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B122">Kumar et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B41">Dhakate et&#xa0;al., 2022</xref>). The availability of high quality reference genomes is constantly growing due to the access to newer methods to sequence large whole genomes with affordability. The advancement in allied disciplines of bioinformatics, statistics, data science and modelling strategies coupled with traditional breeding are assisting in realizing enormous sustainable agricultural productivity gains much faster than before. The integration of traditional breeding methods with a new era of molecular breeding can tackle the challenges of changing global climate and sustain the crop productivity for future food and nutritional security (<xref ref-type="bibr" rid="B96">Huang et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B264">Yaqoob et&#xa0;al., 2023</xref>). Although, limited efforts have gone into the genomics-assisted breeding of lentil so far (<xref ref-type="bibr" rid="B240">Tiwari et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B270">Zeroual et&#xa0;al., 2023</xref>),  an accelerated development of genomic resources during the last decade raises many hopes (<xref ref-type="bibr" rid="B125">Kumar et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B122">Kumar et&#xa0;al., 2021</xref>
<bold>).</bold>
</p>
<p>Lentil CWRs have been extensively studied for useful traits that can serve as important genomic resources for future breeding programs. Various molecular marker systems such as restriction fragment length polymorphisms (RFLPs), inter simple sequence repeats (ISSRs), simple sequence repeats (SSRs), randomly amplified polymorphic DNAs (RAPDs), and amplified fragment length polymorphisms (AFLPs) have been used to study the genetic diversity and phylogenetic relationships within the genus <italic>Lens</italic> (<xref ref-type="bibr" rid="B87">Havey and Muehlbauer, 1989</xref>; <xref ref-type="bibr" rid="B1">Abo-elwafa et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B66">Fratini et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B57">Ferguson et&#xa0;al., 2000</xref>; <xref ref-type="bibr" rid="B203">Sharma et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B204">Sharma et&#xa0;al., 1996</xref>; <xref ref-type="bibr" rid="B61">Fikiru et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B16">Babayeva et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B91">Hamwieh et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B241">Toklu et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B85">Gupta et&#xa0;al., 2012a</xref>; <xref ref-type="bibr" rid="B86">Gupta et&#xa0;al., 2012b</xref>; <xref ref-type="bibr" rid="B127">Kumar et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B98">Idrissi et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B129">Kushwaha et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B145">Mekonnen et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B263">Wong et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B42">Dissanayake et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B97">Hussain et&#xa0;al., 2022</xref>
<bold>).</bold>
</p>
<p>Many new marker systems like (DAMD- directed amplification of minisatellite), (iPBS-transcriptase primer binding site), sequence-related amplified polymorphism (SRAP) have also been used in assessing genetic diversity and characterization of <italic>Lens</italic> species (<xref ref-type="bibr" rid="B23">Bermejo et&#xa0;al., 2014</xref>). Based on all these marker systems, <italic>Lens</italic> species can be readily distinguished from each other and support the earlier reports that <italic>L. culinaris</italic> ssp. <italic>orientalis</italic> is the progenitor species of the cultivated one (<xref ref-type="bibr" rid="B9">Alo et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B137">Liber et&#xa0;al., 2021</xref>). Among all the above-mentioned DNA molecular markers, simple sequence repeats (SSRs), have been most extensively utilized for the construction of lentil linkage maps (<xref ref-type="bibr" rid="B90">Hamwieh et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B258">Verma et&#xa0;al., 2014</xref>) and have been coupled with transcriptomic analysis as well (<xref ref-type="bibr" rid="B113">Kaur et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B112">Kant et&#xa0;al., 2017</xref>).</p>
<p>More recently, the availability of large transcriptomic and genomic data of lentils generated using cutting-edge sequencing have facilitated the generation of high throughput marker systems like expressed sequence tags (ESTs) and single nucleotide polymorphisms (SNPs) that have been extensively used singly or coupled with SSRs for lentil genotyping, genetic diversity, phylogenetics and linkage mapping. (<xref ref-type="bibr" rid="B33">Cheung et&#xa0;al., 2006</xref>; <xref ref-type="bibr" rid="B26">Bouck and Vision, 2007</xref>). Besides molecular markers, the access to suitable mapping populations are a prerequisite for executing efficient molecular breeding programs. To identify the genomic regions associated with desired crop traits, many RIL mapping populations have been developed in lentil (<xref ref-type="bibr" rid="B250">Tullu et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B8">Aldemir et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B139">Ma et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B72">Gela et&#xa0;al., 2021a</xref>). Further, the availability of a reference genome is a prerequisite for modern breeding programs as it allows comparison and identification of allelic variants in different populations, their mapping followed by establishing their connection with phenotypic variation, if any.</p>
<p>Genome sequencing of <italic>Lens</italic> species is challenging as they possess large (approx. 4 Gbp; <xref ref-type="bibr" rid="B12">Arumuganathan and Earle, 1991</xref>
<bold>)</bold> and complex genomes. A draft genome of lentil, an exome capture array based on the &#x2018;CDC Redberry&#x2019; lentil cultivar was developed using short read transcript resources (<xref ref-type="bibr" rid="B175">Ramsay et&#xa0;al., 2016</xref>). The probes were designed to target both cultivated lentil and wild species, and the phylogenetic analyses corroborated previous conclusions of existence of 4 distinct gene pools (<xref ref-type="bibr" rid="B157">Ogutcen et&#xa0;al., 2018</xref>). In the cultivar &#x2018;CDC Redberry&#x2019; genome assembly was generated covering 3.8 Gbp from genome size of 3.92-Gbp (<xref ref-type="bibr" rid="B176">Ramsay et&#xa0;al., 2021</xref>; <ext-link ext-link-type="uri" xlink:href="https://knowpulse.usask.ca/genome-assembly/Lcu.2RBY">https://knowpulse.usask.ca/genome-assembly/Lcu.2RBY</ext-link>). A long-read assembly of the lentil cultivar &#x2018;PBA Blitz&#x2019; is also completed (<xref ref-type="bibr" rid="B77">Guerra-Garc&#xed;a et&#xa0;al., 2021</xref>). A complete genome assembly is also generated from the related species <italic>L. ervoides</italic> accession &#x2018;IG 72815&#x2019; with estimated genome size of 3.4-Gbp (<xref ref-type="bibr" rid="B176">Ramsay et&#xa0;al., 2021</xref>, <ext-link ext-link-type="uri" xlink:href="https://knowpulse.usask.ca/genome-assembly/Ler.1DRT">https://knowpulse.usask.ca/genome-assembly/Ler.1DRT</ext-link>) (<xref ref-type="bibr" rid="B77">Guerra-Garc&#xed;a et&#xa0;al., 2021</xref>). Recently, efforts to develop genome assemblies have also been extended to lentil CWRs. Genome assembly (<xref ref-type="bibr" rid="B176">Ramsay et&#xa0;al., 2021</xref>) and complete chloroplast genome sequencing of wild <italic>L. ervoides</italic> (<xref ref-type="bibr" rid="B235">Tay&#x15f;i et&#xa0;al., 2022</xref>) and transcriptome assemblies of cultivated lentil and its CWRs (<xref ref-type="bibr" rid="B79">Gutierrez-Gonzalez et&#xa0;al., 2022</xref>) are quite encouraging.</p>
<p>The genome and transcriptome assemblies in cultivated lentil and its CWRs will help in going beyond simple genetic maps for dwelling upon the structural rearrangements that have shaped the evolution of genus <italic>Lens</italic> and comparison across legume species to earmark the genetic control of traits of common interest. With all these developments, the genus lentil is picking pace with the omics technologies gradually and steady growth is anticipated in the coming years towards the molecular breeding of this important pulse crop.</p>
</sec>
<sec id="s6">
<label>6</label>
<title>Genetic linkage maps and mapping populations of lentil</title>
<p>The construction of detailed genetic linkage maps is essential for localization of genes and/or QTLs linked to desirable traits, map-based cloning and MAS <bold>(</bold>
<xref ref-type="bibr" rid="B197">Semagn et&#xa0;al., 2006</xref>
<bold>).</bold> The first lentil genetic linkage map was constructed by <xref ref-type="bibr" rid="B269">Zamir and Ladizinsky (1984)</xref> using isozymes and one morphological marker. Subsequently DNA markers based genetic linkage maps have been constructed by many workers (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>
<bold>)</bold> using RFLPs, ISSRs, SSRs RAPDs, AFLPs and SNPs. These maps have been used for localization of genes and QTLs linked to desirable traits, map-based coning and MAS. The first lentil linkage map was constructed using morphological markers and isozymes (<xref ref-type="bibr" rid="B269">Zamir and Ladizinsky, 1984</xref>; <xref ref-type="bibr" rid="B87">Havey and Muehlbauer, 1989</xref>; <xref ref-type="bibr" rid="B254">Vaillancourt and Slinkard, 1993</xref>; <xref ref-type="bibr" rid="B232">Tahir and Muehlbauer, F., 1994</xref>
<bold>)</bold> followed by the usage of PCR markers (<xref ref-type="bibr" rid="B50">Eujayl et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B184">Rubeena and Taylor, 2003</xref>; <xref ref-type="bibr" rid="B90">Hamwieh et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B162">Phan et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B250">Tullu et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B186">Saha et&#xa0;al., 2010a</xref>; <xref ref-type="bibr" rid="B256">Verma et&#xa0;al., 2015</xref>
<bold>)</bold> and SNPs (<xref ref-type="bibr" rid="B55">Fedoruk et&#xa0;al., 2013</xref>;.<xref ref-type="bibr" rid="B78">Gujaria-Verma et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B15">Ates et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B165">Polanco et&#xa0;al., 2019</xref>) The length of these maps varies from 333 centimorgans (cM) to 1868 cM with an average density of 8.9 cM. These maps have been constructed using interspecific crosses involving cultivated lentil and wild species <italic>L. ervoides, L. odomensis</italic> and <italic>L. orientalis)</italic> and RIL populations (<xref ref-type="bibr" rid="B50">Eujayl et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B78">Gujaria-Verma et al., 2014</xref>; <xref ref-type="bibr" rid="B165">Polanco et&#xa0;al., 2019</xref>
<bold>)</bold> and have revealed a direct macro-syntenic relationship between <italic>L. culinaris</italic> ssp. <italic>culinaris</italic> and <italic>Medicago truncatula</italic> genetic maps.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Genetic linkage maps with QTLs/associated genes.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">Population</th>
<th valign="middle" align="center">Species</th>
<th valign="middle" align="center">Markers</th>
<th valign="middle" align="center">QTLs</th>
<th valign="middle" align="center">Traits</th>
<th valign="middle" align="center">Map (cM)</th>
<th valign="middle" align="center">References</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">
<italic>&#x2018;L.culinaris</italic> ssp. <italic>orientalis</italic> &#xd7; <italic>L. culinaris ssp. culinaris&#x2019;</italic>
</td>
<td valign="middle" align="center">RAPDs, RFLPs, AFLPs, and morphological markers</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">1073</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B50">Eujayl et&#xa0;al., 1998</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">F<sub>2</sub>
</td>
<td valign="middle" align="center">
<italic>&#x2018;L. culinaris</italic> ssp. <italic>culinaris</italic> &#xd7; <italic>L. culinaris</italic> ssp. <italic>orientalis</italic>&#x2019;</td>
<td valign="middle" align="center">RAPDs, ISSRs, SSRs, AFLPs, CAPS, SRAPs, and morphological markers</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">2234</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B47">Dur&#xe1;n et&#xa0;al., 2004</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">F<sub>2</sub>
</td>
<td valign="middle" align="center">
<italic>&#x2018;L. culinaris</italic> ssp. <italic>culinaris</italic> &#xd7; <italic>L. culinaris</italic> ssp. <italic>orientalis</italic>&#x2019;</td>
<td valign="middle" align="center">RAPDs, SSRs, ISSRs, AFLPs, and morphological markers</td>
<td valign="middle" align="center">23 QTLs</td>
<td valign="middle" align="center">Plant growth habit and plant yield</td>
<td valign="middle" align="center">2172.4</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B62">Fratini et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;ILL5588 &#xd7; L692-16-1&#x2019;</td>
<td valign="middle" align="center">SSRs and AFLPs</td>
<td valign="middle" align="center">QTLs</td>
<td valign="middle" align="center">
<italic>Fusarium</italic> wilt</td>
<td valign="middle" align="center">751</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B90">Hamwieh et&#xa0;al., 2005</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">F<sub>2</sub>
</td>
<td valign="middle" align="center">&#x2018;ILL5588 &#xd7; ILL7537&#x2019;</td>
<td valign="middle" align="center">RAPDs, ISSRs, and RGAs</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">784.1</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B75">GorimVandenberg, 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">F<sub>2</sub>
</td>
<td valign="middle" align="center">&#x2018;ILL5588 &#xd7; ILL7537 and ILL7537 &#xd7; ILL6002&#x2019;</td>
<td valign="middle" align="center">RAPDs, ISSRs, AFLPs, and morphological markers</td>
<td valign="middle" align="center">5 QTLs</td>
<td valign="middle" align="center">
<italic>Ascochyta</italic> blight resistance</td>
<td valign="middle" align="center">412.5</td>    <td valign="middle" align="center">
<xref ref-type="bibr" rid="B75">GorimVandenberg, 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">F<sub>5</sub>
</td>
<td valign="middle" align="center">&#x2018;ILL5722 x ILL5588&#x2019;</td>
<td valign="middle" align="center">SSRs and cross genera ITAPs</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">928.4</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B162">Phan et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;Cv Eston &#xd7; PI 320937&#x2019;</td>
<td valign="middle" align="center">AFLPs, RAPDs, and SSRs</td>
<td valign="middle" align="center">QTLs</td>
<td valign="middle" align="center">Anthracnose resistance</td>
<td valign="middle" align="center">1868</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B246">Tullu et&#xa0;al., 2006a</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;Cv Eston &#xd7; PI320937&#x2019;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">11 QTLs</td>
<td valign="middle" align="center">Earliness and plant height</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B250">Tullu et&#xa0;al., 2008</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">
<italic>&#x2018;L. culinaris</italic> &#x2018;Eston&#x2019; and <italic>L. ervoides</italic> (Brign.) &#x2018;Grande IG 72815&#x2019;</td>
<td valign="middle" align="center">Morphological markers</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">Anthracnose resistance</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B245">Tullu et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;Precoz &#xd7; WA 8649041&#x2019;</td>
<td valign="middle" align="center">RAPDs, ISSRs, AFLPs, and morphological markers</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">1396</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B234">Tanyolac et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;ILL 6002 &#xd7; ILL 5888&#x2019;</td>
<td valign="middle" align="center">RAPDs, SSRs, SRAPs, and morphological markers</td>
<td valign="middle" align="center">Many QTLs</td>
<td valign="middle" align="center">Days to flowering, Seed diameter, plant height</td>
<td valign="middle" align="center">1565</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B188">Saha et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;ILL 6002 &#xd7; ILL 5888&#x2019;</td>
<td valign="middle" align="center">RAPDs, SSRs, and SRAPs</td>
<td valign="middle" align="center">1 QTL</td>
<td valign="middle" align="center">
<italic>Stemphylium</italic> blight resistance</td>
<td valign="middle" align="center">38.4 to 256.2</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B186">Saha et&#xa0;al., 2010a</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;WA8649090 &#xd7; Precoz&#x2019;</td>
<td valign="middle" align="center">RAPDs, ISSRs, and AFLPs</td>
<td valign="middle" align="center">5 QTLs</td>
<td valign="middle" align="center">Cold winter hardiness, leaf area</td>
<td valign="middle" align="center">1192</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B109">Kahraman et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B108">Kahraman et&#xa0;al., 2010</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;Northfield (ILL5588) &#xd7; cv. Digger (ILL5722)&#x2019;</td>
<td valign="middle" align="center">SSRs, ESTs, and SSRs,</td>
<td valign="middle" align="center">6 QTLs</td>
<td valign="middle" align="center">
<italic>Ascochyta lentis</italic> resistance</td>
<td valign="middle" align="center">1156 to<break/>1392</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B85">Gupta et&#xa0;al., 2012a</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">F<sub>2</sub>
</td>
<td valign="middle" align="center">&#x2018;L830 &#xd7; ILWL77&#x2019;<break/>(<italic>L. culinaris</italic> ssp. <italic>culinaris</italic> and <italic>L. culinaris</italic> ssp. <italic>orientalis)</italic>
</td>
<td valign="middle" align="center">RAPDs, ISSRs, and SSRs</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">3843</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B86">Gupta et&#xa0;al., 2012b</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;CDC Robin &#xd7; 964a-46&#x2019;</td>
<td valign="middle" align="center">SNPs</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">834.7</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B205">Sharpe et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;CDC Robin &#xd7; 964a-46&#x2019;</td>
<td valign="middle" align="center">SSRs, SNPs, and seed colour genes</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">Cotyledon color, seed thickness, seed diameter, plumpness</td>
<td valign="middle" align="center">697</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B55">Fedoruk et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">F<sub>2</sub>
</td>
<td valign="middle" align="center">
<italic>&#x2018;L. culinaris</italic> ssp. <italic>culinaris</italic> &#xd7; <italic>L. culinaris</italic> ssp. <italic>orientalis&#x2019;</italic>
</td>
<td valign="middle" align="center">RAPDs, SSRs, CAPS and SRAPs</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<italic>TFL1</italic> gene and other markers</td>
<td valign="middle" align="center">2234.4</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B40">de la Puente et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">F<sub>2</sub>
</td>
<td valign="middle" align="center">&#x2018;Karcada&#x11f; x Silvan&#x2019;</td>
<td valign="middle" align="center">SSRs markers</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;<xref ref-type="bibr" rid="B11">Andeden et&#xa0;al., 2013</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;Cassab &#xd7; ILL 2024&#x2019;</td>
<td valign="middle" align="center">SSRs and SNPs</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">Boron Tolerance</td>
<td valign="middle" align="center">1178</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B114">Kaur et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;Precoz &#xd7; WA 8649041&#x2019;</td>
<td valign="middle" align="center">SNPs</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">540</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B237">Temel et&#xa0;al., 2014</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;Precoz &#xd7; WA8649041&#x2019;</td>
<td valign="middle" align="center">SSRs, and ISSRs and SNPs</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">432.8</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B236">Temel et&#xa0;al., 2015</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;Precoz &#xd7; L830&#x2019;</td>
<td valign="middle" align="center">SSRs</td>
<td valign="middle" align="center">2 QTLs</td>
<td valign="middle" align="center">Seed weight and seed size</td>
<td valign="middle" align="center">1183.7</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B256">Verma et&#xa0;al., 2015</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;Precoz &#xd7; WA8649041&#x2019;</td>
<td valign="middle" align="center">RAPDs, ISSRs, SSRs and AFLPs</td>
<td valign="middle" align="center">1 QTL</td>
<td valign="middle" align="center">Flowering time</td>
<td valign="middle" align="center">1396.3</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B111">Kahraman et&#xa0;al., 2015</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;ILL 8006 &#xd7; CDC Milestone&#x2019;</td>
<td valign="middle" align="center">SSR, AFLP, and SNPs</td>
<td valign="middle" align="center">21 QTLs</td>
<td valign="middle" align="center">Iron concentration in seeds</td>
<td valign="middle" align="center">497.1</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B8">Aldemir et&#xa0;al., 2017</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;PI 320937 &#xd7; Eston&#x2019;</td>
<td valign="middle" align="center">SNPs and SSRs</td>
<td valign="middle" align="center">4 QTLs</td>
<td valign="middle" align="center">Selenium uptake</td>
<td valign="middle" align="center">4060.6</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B14">Ates et&#xa0;al., 2016</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">Indianhead&#xd7;Northfield;, Indianhead&#xd7;Digger; Northfield&#xd7;Digger</td>
<td valign="middle" align="center">SNPs, SSRs and EST-SSRs</td>
<td valign="middle" align="center">QTLs</td>
<td valign="middle" align="center">
<italic>Ascochyta</italic> blight resistance</td>
<td valign="middle" align="center">1461.6, 1302.5 and 1914.1</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B229">Sudheesh et&#xa0;al., 2016</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;ILL6002&#xd7;ILL5888&#x2019;</td>
<td valign="middle" align="center">SNPs and SRAPs</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">Drought tolerance related root and shoot traits</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B99">Idrissi et&#xa0;al., 2016</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RILs</td>
<td valign="middle" align="center">&#x201c;CDC Redberry&#x201d; x &#x201c;ILL7502&#x201d;</td>
<td valign="middle" align="center">DArTs</td>
<td valign="middle" align="center">6 QTLs</td>
<td valign="middle" align="center">Manganese uptake</td>
<td valign="middle" align="center">977.47</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B15">Ates et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;ILL2024&#xd7;ILL6788&#x2019;</td>
<td valign="middle" align="center">SNPs and SSRs</td>
<td valign="middle" align="center">1 QTL</td>
<td valign="middle" align="center">Boron tolerance</td>
<td valign="middle" align="center">1057</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B181">Rodda et&#xa0;al., 2018</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">
<italic>&#x2018;L. culinaris</italic> cv. Alpo &#xd7; <italic>L. odemensis</italic> accession ILWL235&#x2019;</td>
<td valign="middle" align="center">SNPs</td>
<td valign="middle" align="center">10 QTLs</td>
<td valign="middle" align="center">Agronomic traits</td>
<td valign="middle" align="center">5782.19</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B165">Polanco et&#xa0;al., 2019</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;WA8649090 x Precoz&#x2019;</td>
<td valign="middle" align="center">RAPDs, SSRs and ISSRs</td>
<td valign="middle" align="center">6 QTLs</td>
<td valign="middle" align="center">Early Plant vigour</td>
<td valign="middle" align="center">809.4</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B142">Mane et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">F<sub>2</sub>
</td>
<td valign="middle" align="center">&#x2018;L-4147 &#xd7; PDL-1&#x2019;</td>
<td valign="middle" align="center">SSRs</td>
<td valign="middle" align="center">&#x2013;</td>
<td valign="middle" align="center">Salinity stress tolerance at seedling stage</td>
<td valign="middle" align="center">133.02</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B222">Singh et&#xa0;al., 2020</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">
<italic>&#x2018;L. culinaris</italic> cv. Lupa and <italic>L. orientalis</italic> BGE 016880&#x2019;</td>
<td valign="middle" align="center">SNPs</td>
<td valign="middle" align="center">13 QTLs</td>
<td valign="middle" align="center">Flowering time</td>
<td valign="middle" align="center">5923.3</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B267">Yuan et&#xa0;al., 2021</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">
<italic>&#x2018;L. culinaris</italic> cv. Eston &#xd7; <italic>L. ervoides</italic> cv. IG 72815&#x2019;</td>
<td valign="middle" align="center">SNPs</td>
<td valign="middle" align="center">2 QTLs</td>
<td valign="middle" align="center">Anthracnose resistance</td>
<td valign="middle" align="center">3252.8</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B73">Gela et&#xa0;al., 2021b</xref>
</td>
</tr>
<tr>
<td valign="middle" align="center">RIL</td>
<td valign="middle" align="center">&#x2018;ILWL 180 <italic>(L. orientalis</italic>) &#xd7; ILL 6002(<italic>L. culinaris</italic>)&#x2019;</td>
<td valign="middle" align="center">SNPs</td>
<td valign="middle" align="center">QTLs and candidate genes</td>
<td valign="middle" align="center">
<italic>Ascochyta</italic> blight resistance</td>
<td valign="middle" align="center">545.4</td>
<td valign="middle" align="center">
<xref ref-type="bibr" rid="B39">Dadu et&#xa0;al., 2021</xref>
</td>
</tr>
</tbody>
</table>
</table-wrap>
<p>The first extensive genetic linkage map of lentil with molecular markers was constructed by <xref ref-type="bibr" rid="B50">Eujayl et&#xa0;al. (1998)</xref> saturated with total 177 markers comprised of morphological and molecular (RAPD, RFLP, and AFLP) markers using 86 RILs generated from an interspecific cross. <xref ref-type="bibr" rid="B184">Rubeena and Taylor, (2003)</xref> generated a lentil genetic map with 9 linkage groups (length 784.1cM) saturated with 3 RGA, 100 RAPD and 11 ISSR markers using a F<sub>2</sub> population developed from a cross of cultivars differing in resistance to <italic>Ascochyta</italic> blight. Likewise, <xref ref-type="bibr" rid="B90">Hamwieh et&#xa0;al. (2005)</xref> constructed a map using 283 markers linked to <italic>Fusarium</italic> wilt disease.</p>
<p>An F<sub>5</sub> population of <italic>L. culinaris</italic> ssp. <italic>culinaris</italic> was used to construct a gene-based genetic linkage map (928.4 cM long) with 7 linkage groups utilising 18 SSR and a high number of intron-targeted amplified polymorphic (79 ITAP) markers (<xref ref-type="bibr" rid="B162">Phan et&#xa0;al., 2007</xref>). The linkage groups detected in the above study comprised of 5&#x2013;25 markers with 80.2 to 274.6 cM length variations. A direct macro-syntenic relationship between <italic>L. culinaris</italic> ssp. <italic>culinaris</italic> and <italic>Medicago truncatula</italic> genetic maps was revealed by analysing mapped markers previously assigned to the <italic>M. truncatula</italic> genetic and physical maps. <xref ref-type="bibr" rid="B250">Tullu et&#xa0;al. (2008)</xref> developed a lentil map (1868 cM long) for earliness and plant height traits using 207 markers (AFLPs, RAPDs and SSRs), and revealed 12 linkage groups with an average marker density of 8.9 cM. A molecular linkage map of 1396.3 cM length with 11 linkage groups was constructed using 166 markers (morphological, RAPDs, ISSRs and AFLPs) in an RIL population (<xref ref-type="bibr" rid="B234">Tanyolac et&#xa0;al., 2010</xref>). A subset (420) of SNPs were also selected for amplification and mapping in the F<sub>7</sub> RIL population (Precoz &#xd7; WA8649041) along with 15 SSR, and 29 ISSR markers.</p>
<p>Interspecific populations were raised using wild and cultivated taxa (<italic>L. culinaris</italic> and <italic>L. orientalis</italic>, <italic>L. odemensis</italic> and <italic>L. ervoides</italic>) for the purpose of constructing genetic maps (<xref ref-type="bibr" rid="B50">Eujayl et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B47">Dur&#xe1;n et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B78">Gujaria-verma et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B165">Polanco et&#xa0;al., 2019</xref>). An F<sub>2</sub> segregating intersubspecific population (<italic>L. culinaris</italic> ssp. <italic>culinaris</italic> and <italic>L. culinaris</italic> ssp. <italic>orientalis</italic>), using 235 markers (SSR, ISSR and RAPD) was mapped covering 3843.4 cM into 11 linkage groups (LGs), with an average marker distance of 19.3 cM (<xref ref-type="bibr" rid="B85">Gupta et&#xa0;al., 2012a</xref>). A previous <italic>Lens</italic> genetic map representing <italic>L. culinaris</italic> ssp. <italic>culinaris</italic> &#xd7; <italic>L. culinaris</italic> ssp. <italic>orientalis</italic> was improved by adding 31 new markers, reaching upto 190 markers that formed eight linkage groups covering 2234.4 cM (<xref ref-type="bibr" rid="B40">de la Puente et&#xa0;al., 2013</xref>). <xref ref-type="bibr" rid="B11">Andeden et&#xa0;al. (2013)</xref> constructed a linkage map using F<sub>2</sub> population of the cross between Karcada&#x11f; x Silvan cultivars using 47 SSR markers with 43 loci assigned to six linkage groups. A consensus linkage map (977.47 cM long), has been made using diversity arrays technology (DArT) markers with 3 RIL mapping population including &#x2018;ILL8006&#x2019; x &#x2018;CDC Milestone&#x2019;, &#x2018;PI320937&#x2019; x &#x2018;Eston&#x2019; and &#x2018;CDC Redberry&#x2019; x &#x2018;ILL7502&#x2019; (<xref ref-type="bibr" rid="B15">Ates et&#xa0;al., 2018</xref>). It covered a total of 9,793 markers with an average distance of 0.10 cM in between the markers. With seven linkage groups the length of the map was comparable with that of <xref ref-type="bibr" rid="B205">Sharpe et&#xa0;al. (2013)</xref>.</p>
<p>Many lentil mapping populations have been raised using intra- and interspecific crosses between such as drought sensitive &#x2018;JL-3&#x2019; and drought resistant &#x2018;PDL-1&#x2019; and &#x2018;FLIP-96-51&#x2019; cultivars, in order to study the inheritance mechanism of drought tolerance and identify the linked polymorphic markers. Bulk segregant analysis results have shown the association of seven out of 51 SSR markers with drought tolerance detected at the seedling stage (<xref ref-type="bibr" rid="B208">Singh et&#xa0;al., 2016</xref>). These seven markers were screened and mapped (133.2 cM distance) in F<sub>2</sub> mapping population (JL-3&#xd7;PDL-1) of 101 individuals. As evident, lentil linkage map studies have benefitted a lot by application of SSR markers.</p>
<p>SNP markers have also been extensively utilized in lentil and have contributed enormously to linkage mapping, genetic diversity and trait association studies (<xref ref-type="bibr" rid="B113">Kaur et al., 2011</xref> <bold>; </bold>
<xref ref-type="bibr" rid="B258">Gujaria-Verma et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B70">Garc&#xed;a-Garc&#xed;a et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B160">Pavan et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B262">Wang et&#xa0;al., 2020</xref>). Many studies have used SNP markers to identify genetic markers associated with drought tolerance and devlop high-resolution maps. About 377 SNPs were identified from TOG sequences in <italic>L. ervoides</italic> and used to generate a map with seven linkage groups (<xref ref-type="bibr" rid="B78">Gujaria-Verma et&#xa0;al., 2014</xref>). In another study, <xref ref-type="bibr" rid="B86">Gupta et&#xa0;al. (2012b)</xref> used among other markers a set of 15 <italic>M. truncatula</italic> EST-SSRs in an RIL population of &#x2018;Northfield (ILL5588) &#xd7; cv. Digger (ILL5722)&#x2019; which clustered across 1156.4 cM map length into 11 linkage groups. A genetic linkage map of 697 cM was developed in <italic>Lens</italic> using 563 SNPs, 10 SSRs, and four loci of seed color (<xref ref-type="bibr" rid="B55">Fedoruk et&#xa0;al., 2013</xref>). Another recent technique, genotyping by sequencing (GBS) approach was used in the genus <italic>Lens</italic> to generate a total of 266,356 SNPs across whole genome for use in phylogenetic and population structure analysis (<xref ref-type="bibr" rid="B263">Wong et&#xa0;al., 2015</xref>). A comprehensive characterization of SNPs has been achieved in <italic>L. culinaris</italic> and wild <italic>L. ervoides</italic> genotypes (<xref ref-type="bibr" rid="B116">Khazaei et&#xa0;al., 2016</xref>). Recently, GBS-based Diversity array technology (DArT) markers were used in lentil for the identification of SNPs and development of high-resolution genetic maps <bold>(</bold>
<xref ref-type="bibr" rid="B160">Pavan et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B39">Dadu et&#xa0;al., 2021</xref>
<bold>).</bold> However, despite above efforts, MAS has not been widely used in lentil breeding due to poor association of markers with the desired genes and the poor resolution issues associated with genetic maps.</p>
<p>Nevertheless, the availability of these genetic linkage maps, along with the draft genome assemblies and high-throughput marker systems, has greatly facilitated the genomics-assisted breeding of lentil for the development of climate-resilient smart crop varieties with broad-spectrum tolerance to withstand multiple simultaneous stresses.</p>
</sec>
<sec id="s7">
<label>7</label>
<title>QTL and association mapping</title>
<p>The rapid development of an array of molecular markers in the past few decades has enabled the identification of many useful QTLs linked to agronomic traits in many crops. QTL mapping is based on linkage mapping and genotypic data and has been utilized for marker-trait association or marker-assisted breeding in many crops including lentil.</p>
<p>Genetic mapping studies have helped in identifying many genes and QTLs controlling abiotic and biotic stress tolerance, growth, development and nutritional parameters have been mapped in lentil (<xref ref-type="bibr" rid="B50">Eujayl et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B248">Tullu et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B249">Tullu et&#xa0;al., 2006b</xref>; <xref ref-type="bibr" rid="B47">Dur&#xe1;n et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B109">Kahraman et&#xa0;al., 2004</xref>; <xref ref-type="bibr" rid="B90">Hamwieh et&#xa0;al., 2005</xref>; <xref ref-type="bibr" rid="B85">Gupta et&#xa0;al., 2012a</xref>; <xref ref-type="bibr" rid="B188">Saha et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B114">Kaur et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B14">Ates et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B99">Idrissi et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B229">Sudheesh et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B180">Rodda et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B15">Ates et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B165">Polanco et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B139">Ma et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B142">Mane et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B72">Gela et&#xa0;al., 2021a, b</xref>). The details about genetic linkage maps constructed with QTLs governing the traits of interest have been listed in <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>. Lately, mapping of quantitative traits like mineral concentration in seeds, days to flower, desirable seed characters and <italic>Aphanomyces</italic> root rot has been carried out by association mapping <bold>(</bold>
<xref ref-type="bibr" rid="B117">Khazaei et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B118">Khazaei et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B154">Neupane, 2019</xref>; <xref ref-type="bibr" rid="B139">Ma et&#xa0;al., 2020</xref>
<bold>).</bold>
</p>
<p>The flowering time and seed characteristics are important productivity-related crop traits. In this regard, five QTLs each for the height of first ramification and flowering time, seven for pod dehiscence, three for plant height, and one each for number of shoot and seed diameter were detected in inter-subspecific genetic map in <italic>Lens</italic> (<xref ref-type="bibr" rid="B47">Dur&#xe1;n et&#xa0;al., 2004</xref>). Many QTLs for plant height and earliness were identified from RILs using cross between &#x2018;Eston &#xd7; PI320937&#x2019; (<xref ref-type="bibr" rid="B250">Tullu et&#xa0;al., 2008</xref>). RILs derived from a cross between genotypes &#x2018;WA 8649090 &#xd7; Precoz&#x2019; were used to detect QTLs for winter survival and injury (<xref ref-type="bibr" rid="B109">Kahraman et&#xa0;al., 2004</xref>). For seed diameter and weight, three and five QTLs respectively were identified (<xref ref-type="bibr" rid="B188">Saha et&#xa0;al., 2013</xref>). Further, in 78 RIL populations derived from a cross between a cultivar &#x2018;Alpo&#x2019; of <italic>L. culinaris</italic> and <italic>L. odemensis</italic> accession &#x2018;ILWL235&#x2019;, three QTLs for seed size and one each QTL for stem pigmentation, spotting on the seed coat, the color of flower and timing of flowering were identified. QTLs for the seed weight and seed size traits were identified in an RIL derived from cross between <italic>L. culinaris</italic> cultivars &#x2018;Precoz x L830&#x2019; which generated one QTL each for the traits (seed weight and size) present on the same linkage group (<xref ref-type="bibr" rid="B258">Verma et&#xa0;al., 2014</xref>).</p>
<p>Among the biotic stresses, <italic>Ascochyta</italic> blight<italic>, Stemphylium</italic> blight, anthracnose and rust diseases represent the most potent pathogens that limit lentil productivity worldwide. Many QTLs associated with these pathogens have been identified. These genomic resources can be extremely helpful in lentil breeding for biotic resistance and productivity gains. RIL population developed from a cross between <italic>L. culinaris</italic> &#x2018;Eston&#x2019; and &#x2018;PI 320937&#x2019; was used to identify markers associated with <italic>Ascochyta</italic> blight resistance, using a QTL analysis (<xref ref-type="bibr" rid="B248">Tullu et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B249">Tullu et&#xa0;al., 2006b</xref>). Further, three more QTLs were detected for <italic>Ascochyta</italic> blight resistance at seedling and pod maturity stages against <italic>Ascochyta lentis</italic> (<xref ref-type="bibr" rid="B85">Gupta et&#xa0;al., 2012a</xref>). Similarly, <xref ref-type="bibr" rid="B229">Sudheesh et&#xa0;al. (2016)</xref> identified multiple QTLs associated with <italic>A. lentis</italic> in 112 and 117 RILs obtained between crosses &#x2018;IH (Indian Head) x DIG (Digger)&#x2019; and &#x2018;IH x NF (Northfield)&#x2019;, respectively. In yet another F<sub>2</sub> population derived from &#x2018;ILL7537 &#xd7; ILL6002&#x2019;, three QTLs accounting for 47% (QTL-1 and QTL-2) and 10% (QTL-3) of <italic>Ascochyta</italic> blight resistance variation were mapped. Further, QTLs conferring resistance to <italic>Stemphylium</italic> blight and rust diseases (caused by <italic>Uromyces vicia-fabae</italic>) using RIL populations were also identified (<xref ref-type="bibr" rid="B186">Saha et&#xa0;al., 2010a</xref>; <xref ref-type="bibr" rid="B187">Saha et&#xa0;al., 2010b</xref>). The RIL population for <italic>Stemphylium</italic> blight resistance (&#x2018;ILL5888 &#xd7; ILL-6002&#x2019;), showing contrasting agro-morphological traits, were used to detect three QTLs related to days to 50% flowering. Composite interval mapping from an RIL population (F<sub>9</sub>) between two <italic>L. ervoides</italic> accessions, revealed 11 QTLs with associated resistance to <italic>Colletotrichum lentis</italic> resistance at different stages against anthracnose, and three QTLs for <italic>Stemphylium botryosum</italic> resistance against blight disease (<xref ref-type="bibr" rid="B24">Bhadauria et&#xa0;al., 2017</xref>). LAB C01 resistance at BC2F3:4 generation was screened for the race 0 of anthracnose (<italic>C. lentis</italic>) and <italic>Stemphylium</italic> blight (<italic>S. botryosum</italic>) and identified QTLs on chromosomes 3 and 7 (<xref ref-type="bibr" rid="B73">Gela et&#xa0;al., 2021b</xref>). 15 putative genes associated with resistance to <italic>Aphanomyces</italic> root rot (<xref ref-type="bibr" rid="B139">Ma et&#xa0;al., 2020</xref>) have been identified on seven QTL clusters using QTL and association mapping. Differential expression of three of these genes at the early stages of infection was correlated with ARR resistance (<xref ref-type="bibr" rid="B139">Ma et&#xa0;al., 2020</xref>).</p>
<p>Climate change-inflicted abiotic stresses have affected yield and lentil productivity substantially, hence, identification of genomic resources can be really helpful in developing stress-tolerant varieties. In an RIL population of a cross between lentil accessions &#x2018;ILL6002 and ILLL5888&#x2019;, <xref ref-type="bibr" rid="B99">Idrissi et&#xa0;al. (2016)</xref> identified eighteen QTLs with different root and shoot traits under drought stress. Sodicity represents one of the most important abiotic stresses responsible for reduction in crop yields. By crossing lentil salt-sensitive &#x2018;L-4076 and L-4147&#x2019; and salt-tolerant genotypes &#x2018;PDL-1 and PSL-9&#x2019;, <xref ref-type="bibr" rid="B222">Singh et&#xa0;al. (2020)</xref> identified a QTL linked to seedling survival under salinity conditions. Further, efforts to link a QTL to cold hardiness have resulted in the identification of a stable QTL, that expressed uniformly in different cold conditions. This QTL can be pipelined for MAS <bold>(</bold>
<xref ref-type="bibr" rid="B109">Kahraman et&#xa0;al., 2004</xref>
<bold>).</bold> Although the above reports highlight the usage of lentil genotypes harboring the stress-tolerant QTLs, efforts must be extended to CWRs to explore more useful genomic resources which can be used in appropriate breeding strategies to improve lentil productivity.</p>
<p>Plant growth depends on many factors and alterations in minerals and/or micronutrient uptake plays a key role in determining plant growth in changing climate scenarios. Studies on mineral ion uptake in lentils identified a few QTLs linked to boron, selenium, manganese and other ions uptake (<xref ref-type="bibr" rid="B114">Kaur et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B14">Ates et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B117">Khazaei et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B15">Ates et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B118">Khazaei et&#xa0;al., 2018</xref>
<bold>).</bold> Further studies in this direction can lead to breeding of biofortified micronutrients rich lentil.</p>
<p>For realizing the full potential and applications of identification of QTLs and other genomic resources in the lentil improvement, association and mapping studies are extremely important so that these resources can be effectively utilized in MAS. Some useful attempts have been made in this direction. For instance, <xref ref-type="bibr" rid="B114">Kaur et&#xa0;al. (2014)</xref> identified QTLs in &#x2018;Cassab &#xd7; ILL2024&#x2019; mapping population related to boron tolerance. The authors used transcriptome sequencing generated SNPs and EST-SSRs for simple interval mapping (SIM) and composite interval mapping (CIM). A comparison of the flanking markers to genome sequences with model species like <italic>M. truncatula</italic> could identify many candidate genes associated with micronutrient (Boron) tolerance that might become useful in marker assisted breeding. Similarly, <xref ref-type="bibr" rid="B55">Fedoruk et&#xa0;al. (2013)</xref> used SNPs, SSRs and seed coat color markers in RIL population of lentil to identify QTLs for seed dimension. Significant QTLs on 6 linkage groups were identified like linkage group 2 with seed coat color pattern and linkage group 1 with cotyledon color locus (<xref ref-type="bibr" rid="B55">Fedoruk et&#xa0;al., 2013</xref>). <xref ref-type="bibr" rid="B165">Polanco et&#xa0;al. (2019)</xref> analysed F<sub>7</sub> RILs (<italic>L. culinaris x L. odemensis</italic>) and identified a single QTL controlling &#x2018;time to flowering&#x2019; and three QTLs for &#x2018;seed size regulation&#x2019;. QTLs were also mapped in lentil for <italic>Ascochyta</italic> blight resistance in chromosome 6. Further, <xref ref-type="bibr" rid="B154">Neupane (2019)</xref> observed 4 QTLs for &#x2018;days to flowering&#x2019; after evaluating 324 lentil accessions in multiple locations in different parts of the world. The mapping population was a cross between accessions &#x2018;IPL 220 and ILWL 118&#x2019; of wild species <italic>L. orientalis</italic> (<xref ref-type="bibr" rid="B126">Kumar et&#xa0;al., 2019</xref>). A QTL hotspot was observed consisting of six QTLs for lengths of root, shoot and seedling within a map distances of 56.61-86.81 cM range on LG1 using F<sub>10</sub> RIL population of cross &#x2018;WA8649090 x Precoz&#x2019; (<xref ref-type="bibr" rid="B142">Mane et&#xa0;al., 2020</xref>). Likewise, a total of 143 accessions were analysed by GWAS to establish associations between prebiotic carbohydrates and candidate genes (<xref ref-type="bibr" rid="B105">Johnson et&#xa0;al., 2021</xref>). The study identified many SNPs and associated genes controlling useful traits. This study can further guide the molecular breeding programs based on prebiotic carbohydrates in lentil.</p>
<p>In summary, many studies have used transcriptome profiling and QTL mapping to identify genes and genic regions associated with abiotic and biotic stress tolerance, growth, development and nutritional parameters in lentils. The studies have involved use of RIL populations and various methods such as transcriptome sequencing, SNPs, EST-SSRs, SSRs, seed coat color markers, GWAS and more. The studies have identified a wide range of QTLs associated with boron tolerance, proline metabolism, membrane proteins, defense-related functions, and phytohormones, as well as QTLs for traits such as plant height, flowering time, seed characteristics, time to flowering, cold hardiness, <italic>Ascochyta</italic> and <italic>Stemphylium</italic> blight resistance, rust resistance, salinity and drought tolerance. These findings have important implications for marker-assisted breeding and the development of more stress-tolerant lentil cultivars.</p>
</sec>
<sec id="s8">
<label>8</label>
<title>Transcriptomic profiling to dissect the functionality of abiotic and biotic stresses</title>
<p>Transcriptomic studies provide information about functionality and regulation of genes and show how reprogramming at transcriptional level can modulate innate physiological parameters in plants to withstand external stresses. Transcriptomic studies in lentil have resulted in identification of many candidate genes/loci linked to useful agronomic traits <bold>(</bold>
<xref ref-type="bibr" rid="B113">Kaur et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B229">Sudheesh et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B30">Cao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B70">Garc&#xed;a-Garc&#xed;a et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B148">Morgil et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B212">Singh et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B262">Wang et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B39">Dadu et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B122">Kumar et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B240">Tiwari et&#xa0;al., 2022</xref>
<bold>).</bold> ESTs-based methods coupled with NGS are widely used for transcriptome studies. In lentil, 33,371 ESTs are currently publicly available (<xref ref-type="bibr" rid="B122">Kumar et&#xa0;al., 2021</xref>). A high quality of 847,824 sequence reads and 84,074 unigenes transcriptome assemblies were generated as a result of massive transcriptome sequencing in lentil (<xref ref-type="bibr" rid="B205">Sharpe et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B257">Verma et&#xa0;al., 2013</xref>). Further, an EST library was developed using lentil cultivars with varying seed phenotypes by <xref ref-type="bibr" rid="B259">Vijayan et&#xa0;al. (2009)</xref>, while <xref ref-type="bibr" rid="B113">Kaur et&#xa0;al. (2011)</xref> revealed 2,393 loci for EST-SST markers upon cDNA sequencing of six lentil genotypes. Interestingly, 47.5% polymorphism was revealed among 13 different lentil genotypes screened with 192 out of these markers. Immediately after, a large number of ESTs were generated using tissues of leaves infected with <italic>C. truncatum</italic> in lentil (<xref ref-type="bibr" rid="B25">Bhadauria et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B127">Kumar et&#xa0;al., 2014</xref>).</p>
<p>Many studies have tried to unravel the mode of action of various biotic and abiotic stresses with the help of transcriptome profiling in lentil. To study the transcriptome profiling during cold stress, <xref ref-type="bibr" rid="B19">Barrios et&#xa0;al. (2017)</xref>, performed a Deep Super-SAGE transcriptome analysis on RIL populations of a cross between &#x2018;cold tolerant WA8649041 and susceptible genotype Precoz&#x2019; to identify around 300 differentially expressed tags mainly associated with expressing proline rich, dormancy related membrane proteins.</p>
<p>Similarly, to understand the functionality of drought stress response, <xref ref-type="bibr" rid="B214">Singh et&#xa0;al. (2017b)</xref> revealed that 11,435 transcripts were up- and 6,934 were down-regulated to study the effect of drought stress in a resistant (PDL-2) and sensitive (JL-3) cultivar in comparison with the control. Further, DEG (Differentially expressed gene) analysis showed upregulation of genes involved in electron transport chain, glucose metabolism, TCA cycle and down regulation of photosynthetic functions and photorespiration in the tolerant cultivar <bold>(</bold>
<xref ref-type="bibr" rid="B213">Singh et&#xa0;al., 2017a</xref>; <xref ref-type="bibr" rid="B148">Morgil et&#xa0;al., 2019</xref>
<bold>).</bold> The latter study further showed that the number of DEGs in roots of <italic>L. culinaris</italic> cultivar &#x2018;Sultan&#x2019; increased from 2,915 to 18,237 in short-term and long-term drought conditions, respectively <bold>(</bold>
<xref ref-type="bibr" rid="B148">Morgil et&#xa0;al., 2019</xref>
<bold>).</bold> A similar transcriptomic profiling has been done by <xref ref-type="bibr" rid="B212">Singh et&#xa0;al. (2019)</xref> to study the mechanism of heat stress tolerance. Heat stress is one of the major abiotic challenges for reduced crop production under changing climate scenarios. By comparing the heat tolerant lentil cultivar &#x2018;PDL-2&#x2019; with heat sensitive &#x2018;JL-3&#x2019; cultivar, <xref ref-type="bibr" rid="B212">Singh et&#xa0;al. (2019)</xref> could identify as many as 16,817 heat responsive DEGs, with their number being higher in heat tolerant cultivar. Functionally, the observed DEGS were mostly correlated with secondary metabolism, wax deposition, cell wall deposition enzymes and many transcription factors (<xref ref-type="bibr" rid="B212">Singh et&#xa0;al., 2019</xref>
<bold>).</bold> A transcriptome annotation with 26,449 EST-SSR markers in six lentil genotypes followed by a selection of 276 screened markers to circumscribe 94 accessions showed 125 markers to be polymorphic among the analysed accessions (<xref ref-type="bibr" rid="B262">Wang et&#xa0;al., 2020</xref>
<bold>)</bold>
</p>
<p>The biotic stresses in the form of <italic>Ascochyta</italic> and <italic>Stemphylium</italic> blights, anthracnose and rust contribute to major losses ranging upto 70% in lentil production across the world (<xref ref-type="bibr" rid="B213">Singh et&#xa0;al., 2017a</xref>; <xref ref-type="bibr" rid="B30">Cao et&#xa0;al., 2019</xref>). The transcriptomic studies (<xref ref-type="bibr" rid="B30">Cao et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B212">Singh et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B147">Mishra et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B240">Tiwari et&#xa0;al., 2022</xref>) have largely focussed on foliar diseases caused by the two most potent lentil pathogens <italic>A. lentils</italic> and <italic>S. botryosum</italic>. The transcriptome profile was studied in two <italic>L. ervoides</italic> cultivars &#x2018;LR-66-637&#x2019; (resistant) and &#x2018;LR-66-577&#x2019; (susceptible) to <italic>S. botryosum</italic>. A total of 8,810 disease responsive genes along with 1,284 DEGs were identified and as many as 712 genes were upregulated in resistant cultivar as compared to 572 in the susceptible one (<xref ref-type="bibr" rid="B30">Cao et&#xa0;al., 2019</xref>). Similarly, <xref ref-type="bibr" rid="B119">Khorramdelazad et&#xa0;al. (2019)</xref>, studied the transcriptome profiling of &#x2018;ILL7537&#x2019; (resistant) and &#x2018;ILL6002&#x2019; (susceptible) lentil cultivars infected with <italic>A. lenti</italic>, after 2, 6 and 24 hours after the infection to reveal upregulation of two genes involved in defense-related functions namely calmodulin domain protein kinase-like (<italic>CDPK</italic>) genes, and LRR-receptor like kinase (<italic>LRR-RLKs</italic>) (<xref ref-type="bibr" rid="B119">Khorramdelazad et&#xa0;al., 2019</xref>
<bold>).</bold> Interestingly, some common DEGs expressed during infection with both the above pathogens correlated with genes associated with phytohormones, E3 ubiquitin protein, LRR-RLKs, CDPK indicate the prevalence of a common defence mechanism against both these lentil pathogens (<xref ref-type="bibr" rid="B240">Tiwari et&#xa0;al., 2022</xref>).</p>
<p>In nutshell, transcriptomic studies in lentils have been widely used to understand the mechanisms of biotic and abiotic stress tolerance and have resulted in identification of many candidate genes and loci linked to useful agronomic traits. The studies have revealed the up- and down regulation of genes involved in different processes such as proline rich dormancy-related and membrane proteins, electron transport chain, glucose metabolism, TCA cycle, photosynthetic functions, photorespiration, and secondary metabolism during cold, drought and heat stress in lentils. Many studies have identified DEGs associated with stress tolerance responses. In addition, transcriptomic studies have been conducted to understand the resistance mechanism to foliar diseases caused by pathogens such as <italic>Ascochyta</italic> and <italic>Stemiphylium</italic> and have revealed the upregulation of defense-related genes such as calmodulin domain protein kinase-like (CDPK) and LRR-receptor like kinase (LRR-RLK) in resistant cultivars. Overall, these studies have provided valuable insights into the molecular mechanisms of stress tolerance and resistance in lentils and have potential applications in breeding programs aimed at improving the crop&#x2019;s stress tolerance and disease resistance.</p>
</sec>
<sec id="s9">
<label>9</label>
<title>Phenomics, Proteomics and Metabolomics: Recent emerging areas in modern breeding of lentil</title>
<p>The large-scale genomics datasets can result in practical applications once they are correlated with the phenotypes or the phenome (<xref ref-type="bibr" rid="B146">Mir et&#xa0;al., 2019</xref>). The conventional manual phenotypic approaches are lately getting replaced by through-put sensor-based phenotypic methods that use &#x2018;artificial intelligence&#x2019; and &#x2018;machine learning&#x2019; approaches to increase precision and speed of phenotyping (<xref ref-type="bibr" rid="B208">Singh et&#xa0;al., 2016</xref>; <xref ref-type="bibr" rid="B240">Tiwari et&#xa0;al., 2022</xref>). For example, a comparison of conventional phenotyping with high throughput (HTP) digital red-green-blue (RGB) imaging followed by fluorescence scanning revealed that the latter method had better precision and consistency (<xref ref-type="bibr" rid="B42">Dissanayake et&#xa0;al., 2020</xref>). Proteomics studies involving translational and post-translational studies on peptides and proteins, once the candidate genes and loci get identified by genomics studies are important parts of the larger process of crop trait improvement. Likewise, metabolomics signifies the culmination of all the aforementioned genomics technologies and shows a direct correlation with the phenotypes. Researchers have begun to look into the drought and salinity stress management by analysing contrasting lentil genotypes <bold>(</bold>
<xref ref-type="bibr" rid="B195">Scippa et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B31">Caprioli et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B196">Scippa et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B153">Muscolo et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B227">Skliros et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B199">Shaheen et&#xa0;al., 2022</xref>
<bold>)</bold>, although more research is needed in this area.</p>
<p>Recent efforts have tried to identify genomic regions that are associated with markers and traits in lentils. For instance, <xref ref-type="bibr" rid="B240">Tiwari et&#xa0;al. (2022)</xref> found 19 common metabolites in lentils that belong to phenolic and organic acids, saccharides, and flavan/flavanol and flavaone derivatives. This study suggests that there is a dynamic cross-talk during stress management in plant systems, and it highlights the need for comprehensive integrated future investigations in lentil and other crop species. It is important to identify pan-stress-ameliorating genes and/or loci and common stress mitigation pathways, if any, as in the natural field conditions crops are exposed to multiple simultaneous biotic and abiotic stresses. This will be very useful for external stress management and will help to ease the pressure off the agricultural productivity issues. Additionally, the identification of signature peptides and metabolites as markers associated with useful agronomic traits will be helpful in lentil breeding.</p>
</sec>
<sec id="s10" sec-type="conclusions">
<label>10</label>
<title>Conclusions and future prospects</title>
<p>Understanding the evolutionary and domestication processes in crop species requires knowledge about the genetic and phenotypic characteristics of available genetic resources such as accessions, landraces and genotypes as well as understanding the genetic basis of divergence. The documented variability serves as the foundation of all crop improvement programs aimed at increasing productivity, disease resistance, stress mitigation and climatic adaptations. The genetic and genomic analysis of crop wild resources (CWRs) across cereals, legumes, oils and other diverse groups of plants has demonstrated that the CWRs possess high heterozygosity and many useful crop traits that can be used in crop breeding programs. The availability of enormous CWRs and land races offers interesting opportunities for wild gene introgression into the cultivated gene pools of legumes and other crop species.</p>
<p>The last few decades have seen an unprecedented growth in the development of methods for genetic research and breeding in plants. Plant breeding exercises have advanced greatly from the usage of a plethora of molecular markers to next generation sequencing to genotyping-by-sequencing. At the same time, assembly of large and complex genomes, development of high-density genetic maps for high resolution QTL mapping, genome-wide association studies, development of genomic resources in the form of mini and/or core populations, trait-specific mapping populations, multi-parent advanced generation inter-cross (MAGIC) and nested association mapping (NAM) populations, and the development of pan or super-pan genomes of cultivated species and CWRs through whole genome sequencing (WGS) have substantially modernized the crop breeding programs. These technologies have enabled the identification and characterization of genes associated with important agronomic traits such as disease resistance, drought tolerance and yield, which can be used to develop new cultivars with improved traits.</p>
<p>The legume agricultural production system including lentils has inherently been constrained by cultivation in limited geographical habitats, poorly defined breeding histories, genetic bottleneck and erosion, intensive agricultural systems and novel pathogens under global climatic changes. Since the genetic diversity locked in CWRs is considered to offer viable solutions to food productivity problems, intensive efforts should be undertaken to collect, characterize and protect CWRs of grain legumes. Recently, a shift has been noted during the germplasm characterization exercises towards cataloguing diversity at the desirable gene level rather than the phenotype level. Furthermore, since the characterization of genetic diversity and dissection of complex traits are pivotal to the idea of genetic improvement, a centralized data base management system should be put in place to host the collated information about the wild alleles controlling specific traits.</p>
<p>Overall, in the small genus <italic>Lens</italic>, an important plant-based protein source, which was once considered an orphan species, significant wild germplasm characterization efforts have taken place. These efforts have led to advancements in understanding the genomic relationships between the wild and cultivated lentil genomes, identification of genes, QTLs and traits associated with desired crop traits and stress management, and the development of genetic maps and databases, global genotyping, the use of marker assisted and genomic selection techniques, draft genomes&#x2019; assemblies, complete chloroplast genome sequencing and transcriptome assemblies of cultivated lentil and its CWRs (<xref ref-type="bibr" rid="B79">Gutierrez-Gonzalez et&#xa0;al., 2022</xref>). These developments have assisted in unravelling the intricacies of genome architecture and the landscape of variability available in the gene pools of cultivated lentil and its wild relatives and evolutionary and domestication history of the species. However, there is still a need for better management of various biotic and abiotic stresses associated with the global climatic changes and to maintain the desired productivity levels for the future food security. One key area of focus is to characterize lentil germplasm resources in their centres of origin, where they are most diverse, in order to identify genes and traits that can help mitigate the effects of climate change and maintain productivity levels for future food security (<xref ref-type="bibr" rid="B32">Chen et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B210">Singh et&#xa0;al., 2018</xref>). Additionally, it is important to characterize the genetic and phenotypic diversity at individual accession level rather than just at the genotype level that represents a pool of accessions. To achieve genetically enhanced and biofortified lentil, data should be integrated from multiple omics technologies, such as robust marker association studies, machine and AI-assisted phenomics studies, advanced proteomics and metabolomics and biofortification studies carried out in CWRs and the cultivated lentil (<xref ref-type="bibr" rid="B240">Tiwari et&#xa0;al., 2022</xref>). All these findings should be represented in a centralized curated data base repository for information sharing to aid future breeding efforts.</p>
<p>The development and use of MAGIC populations has been quite beneficial for gene mapping and function analysis, detection of QTLs, dissection of stress and yield related traits and genetic resource development in the form of elite breeding near isogenic lines (NILs) and recombinant inbred lines (RILs) in legumes such as chickpea, faba bean, pigeonpea, cowpea, soybean and groundnut. These important genomic resources&#x2019; development needs attention of lentil breeders.</p>
<p>Most genomic and transcriptomic studies in the genus <italic>Lens</italic> have involved commercial accessions of <italic>L. culinaris</italic>. Recent efforts to develop genome assemblies of <italic>L. culinaris</italic> and wild <italic>L.ervoides</italic> (<xref ref-type="bibr" rid="B176">Ramsay et&#xa0;al., 2021</xref>), complete chloroplast genome sequencing of wild <italic>L. ervoides</italic> (Tay&#x15f;i et&#xa0;al., 2022) and transcriptome assemblies of cultivated lentil and its CWRs (<xref ref-type="bibr" rid="B79">Gutierrez-Gonzalez et&#xa0;al., 2022</xref>) are quite encouraging and will help researchers better understand the genomic relationships between wild and cultivated lentil genomes to tap into the unexploited variability lying hidden in CWRs. Many specific legume databases such as Pulse crop data base (<ext-link ext-link-type="uri" xlink:href="https://www.pulsedb.org/">https://www.pulsedb.org/</ext-link>), Legume information system (LIS; <ext-link ext-link-type="uri" xlink:href="https://legumeinfo.org">https://legumeinfo.org</ext-link>; <xref ref-type="bibr" rid="B1001">Dash et&#xa0;al., 2016</xref>) and KnowPulse (<ext-link ext-link-type="uri" xlink:href="https://knowpulse.usask.ca">https://knowpulse.usask.ca</ext-link>) are really helpful for accessing useful genetic data for lentil breeding. The future efforts should aim at comprehensive linking of genetic datasets to phenotypes and also connecting these data pipelines under the umbrella of a centralized curated database management system. The implementation of dedicated large scale global legume improvement projects like EVOLVES (<ext-link ext-link-type="uri" xlink:href="https://knowpulse.usask.ca/study/2691111">https://knowpulse.usask.ca/study/2691111</ext-link>) and European Union&#x2019;s Horizon 2020 research and innovation program INCREASE (<ext-link ext-link-type="uri" xlink:href="https://www.pulsesincrease.eu/crops/lentil">https://www.pulsesincrease.eu/crops/lentil</ext-link>) (<xref ref-type="bibr" rid="B77">Guerra-Garc&#xed;a et&#xa0;al., 2021</xref>) are important strategic policy decisions that will help in the conservation and sustainable use of crop agro-biodiversity in pulse crop species including lentil. These projects provide a way forward to consolidate global efforts in addressing the challenges of climate change.</p>
</sec>
<sec id="s11" sec-type="author-contributions">
<title>Author contributions</title>
<p>Conceptualization VR and AS, Literature survey and Original Draft writing: AS and VR. Tables AS. Review and Editing: VR, AS, RK, RT, MK, AP, MH, SR. All authors have read and approved the MS in the present form. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s12" sec-type="funding-information">
<title>Funding</title>
<p>VR acknowledges a research grant support number BT/PR34491/NDB/39/678/2020 provided by the Department of Biotechnology (DBT), Government of India.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>All authors are thankful to the editors and reviewers for their useful remarks.</p>
</ack>
<sec id="s13" 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="s14" 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>
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