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<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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2022.861191</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>Genomics Enabled Breeding Strategies for Major Biotic Stresses in Pea (<italic>Pisum sativum</italic> L.)</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" corresp="yes">
<name><surname>Parihar</surname> <given-names>Ashok Kumar</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/675658/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Kumar</surname> <given-names>Jitendra</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Gupta</surname> <given-names>Debjyoti Sen</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/206730/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Lamichaney</surname> <given-names>Amrit</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
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</contrib>
<contrib contrib-type="author">
<name><surname>Naik SJ</surname> <given-names>Satheesh</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Singh</surname> <given-names>Anil K.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Dixit</surname> <given-names>Girish P.</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/659960/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Gupta</surname> <given-names>Sanjeev</given-names></name>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/186008/overview"/>
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<contrib contrib-type="author" corresp="yes">
<name><surname>Toklu</surname> <given-names>Faruk</given-names></name>
<xref ref-type="aff" rid="aff4"><sup>4</sup></xref>
<xref ref-type="corresp" rid="c003"><sup>&#x002A;</sup></xref>
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<aff id="aff1"><sup>1</sup><institution>Crop Improvement Division, ICAR-Indian Institute of Pulses Research (ICAR-IIPR)</institution>, <addr-line>Kanpur</addr-line>, <country>India</country></aff>
<aff id="aff2"><sup>2</sup><institution>All India Coordinated Research Project on Chickpea, ICAR-IIPR</institution>, <addr-line>Kanpur</addr-line>, <country>India</country></aff>
<aff id="aff3"><sup>3</sup><institution>Indian Council of Agricultural Research</institution>, <addr-line>New Delhi</addr-line>, <country>India</country></aff>
<aff id="aff4"><sup>4</sup><institution>Department of Field Crops, Faculty of Agricultural, Cukurova University</institution>, <addr-line>Adana</addr-line>, <country>Turkey</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Sukhjiwan Kaur, Agriculture Victoria, Australia</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Cengiz Toker, Akdeniz University, Turkey; Surinder Banga, Punjab Agricultural University, India; Babu Ram Pandey, Agriculture Victoria, Grains Innovation Park, Australia</p></fn>
<corresp id="c001">&#x002A;Correspondence: Ashok Kumar Parihar, <email>ashoka.parihar@gmail.com</email></corresp>
<corresp id="c002">Jitendra Kumar, <email>jitendra73@gmail.com</email></corresp>
<corresp id="c003">Faruk Toklu, <email>fapet@cu.edu.tr</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work</p></fn>
<fn fn-type="other" id="fn004"><p>This article was submitted to Plant Breeding, a section of the journal Frontiers in Plant Science</p></fn>
</author-notes>
<pub-date pub-type="epub">
<day>18</day>
<month>05</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>861191</elocation-id>
<history>
<date date-type="received">
<day>24</day>
<month>01</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>28</day>
<month>03</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Parihar, Kumar, Gupta, Lamichaney, Naik SJ, Singh, Dixit, Gupta and Toklu.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Parihar, Kumar, Gupta, Lamichaney, Naik SJ, Singh, Dixit, Gupta and Toklu</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>Pea (<italic>Pisum sativum</italic> L.) is one of the most important and productive cool season pulse crops grown throughout the world. Biotic stresses are the crucial constraints in harnessing the potential productivity of pea and warrant dedicated research and developmental efforts to utilize omics resources and advanced breeding techniques to assist rapid and timely development of high-yielding multiple stress-tolerant&#x2013;resistant varieties. Recently, the pea researcher&#x2019;s community has made notable achievements in conventional and molecular breeding to accelerate its genetic gain. Several quantitative trait loci (QTLs) or markers associated with genes controlling resistance for fusarium wilt, fusarium root rot, powdery mildew, ascochyta blight, rust, common root rot, broomrape, pea enation, and pea seed borne mosaic virus are available for the marker-assisted breeding. The advanced genomic tools such as the availability of comprehensive genetic maps and linked reliable DNA markers hold great promise toward the introgression of resistance genes from different sources to speed up the genetic gain in pea. This review provides a brief account of the achievements made in the recent past regarding genetic and genomic resources&#x2019; development, inheritance of genes controlling various biotic stress responses and genes controlling pathogenesis in disease causing organisms, genes/QTLs mapping, and transcriptomic and proteomic advances. Moreover, the emerging new breeding approaches such as transgenics, genome editing, genomic selection, epigenetic breeding, and speed breeding hold great promise to transform pea breeding. Overall, the judicious amalgamation of conventional and modern omics-enabled breeding strategies will augment the genetic gain and could hasten the development of biotic stress-resistant cultivars to sustain pea production under changing climate. The present review encompasses at one platform the research accomplishment made so far in pea improvement with respect to major biotic stresses and the way forward to enhance pea productivity through advanced genomic tools and technologies.</p>
</abstract>
<kwd-group>
<kwd>biotic stresses</kwd>
<kwd>genomics</kwd>
<kwd>proteomics</kwd>
<kwd>marker assisted breeding</kwd>
<kwd>speed breeding</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="3"/>
<equation-count count="0"/>
<ref-count count="269"/>
<page-count count="23"/>
<word-count count="19994"/>
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</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>Pea (<italic>Pisum sativum</italic> L.), being cultivated throughout the world, either for food, fodder, and feed, is considered an important winter season food legume (<xref ref-type="bibr" rid="B199">Rubiales et al., 2019</xref>; <xref ref-type="bibr" rid="B171">Parihar et al., 2020</xref>). Cotyledons&#x2019; color of pea grains varies from yellow, green, and orange that are used in the human diet in different forms such as <italic>dal, stew, chhola, vegetables, snacks, soup, chat</italic>, and flour, while whole seeds are mainly used as animal feed (<xref ref-type="bibr" rid="B143">Mahajan et al., 2018</xref>; <xref ref-type="bibr" rid="B214">Singh et al., 2018</xref>). Nutritionally, pea seeds are considered to have about 21&#x2013;33% protein and 56&#x2013;74% carbohydrate, with an average iron, selenium, zinc, and molybdenum of about 97, 42, 41, and 12 ppm, respectively (<xref ref-type="bibr" rid="B169">Parihar et al., 2016</xref>, <xref ref-type="bibr" rid="B172">2021</xref>). Therefore, it serves as an important ingredient in providing nutritional security for resources poor people in developing countries. Moreover, its consumption minimizes the risk of several chronic diseases such as diabetes (<xref ref-type="bibr" rid="B145">Marinangeli and Jones, 2011</xref>), subsides blood cholesterol levels (<xref ref-type="bibr" rid="B59">Ekvall et al., 2006</xref>), improves cardiovascular health (<xref ref-type="bibr" rid="B212">Singh et al., 2013</xref>), possesses cancer prevention attributes (<xref ref-type="bibr" rid="B118">Kalt, 2001</xref>; <xref ref-type="bibr" rid="B224">Steer, 2006</xref>), administers body weight, and improves gastrointestinal affairs (<xref ref-type="bibr" rid="B66">Fernando et al., 2010</xref>; <xref ref-type="bibr" rid="B141">Lunde et al., 2011</xref>).</p>
<p>It is being cultivated widely across many countries in the world (<xref ref-type="bibr" rid="B172">Parihar et al., 2021</xref>). Its worldwide cultivated area has increased from 6.58 to 8.09 mha and production from 10.44 to 16.21 mt since 2010. Canada, Russia, China, India, and the United States are the major pea-producing countries (<xref ref-type="bibr" rid="B171">Parihar et al., 2020</xref>); however, the United States shares the highest total production of pea (39.33%), followed by Europe (36.98%) and Asia (18.09%). At present, its average productivity is about 2.0 t/ha globally, which recorded an increase of about 36% in a decade (2007&#x2013;2017), but the potential productivity of this crop is up to 5.0 t/ha in several countries including Netherland, Denmark, Belgium, Germany, and Finland harvests about 3.45&#x2013;5.01 t/ha (<xref ref-type="bibr" rid="B245">Toker and Mutlu, 2011</xref>). However, countries such as India, China, Australia, and Myanmar are recording very low productivity of less than 2.00 t/ha (<xref ref-type="bibr" rid="B64">FAO, 2021</xref>). During the past few decades, the gain in yield of pea (15.3 kg/ha/year) is relatively low as compared to other crops, which could be majorly attributed to the least investment in the pea research program (<xref ref-type="bibr" rid="B199">Rubiales et al., 2019</xref>). Also, the susceptibility of a pea toward many abiotic/biotic stress is another reason for low productivity which becomes a serious threat to its sustainable productivity especially under changing climatic conditions (<xref ref-type="bibr" rid="B171">Parihar et al., 2020</xref>). The most devastating diseases that affect the productivity of pea are powdery mildew (PM), ascochyta blight (AB), rust (PR), wilt (FW), and root rots (<xref ref-type="bibr" rid="B170">Parihar et al., 2013</xref>; <xref ref-type="bibr" rid="B143">Mahajan et al., 2018</xref>), of which PM caused by <italic>Erysiphe</italic> pisi (DC.), <italic>E. baeumleri</italic> (Magnus) (U. Braun &#x0026; S. Takam.), and <italic>E. trifolii</italic> (Grev.) has the potential of reducing seed yield by 25&#x2013;80% (<xref ref-type="bibr" rid="B255">Warkentin et al., 1996</xref>; <xref ref-type="bibr" rid="B82">Ghafoor and McPhee, 2012</xref>). PR caused by <italic>Uromyces viciae-fabae</italic> (Pers.) J. Schr&#x00F6;t. <italic>or U. pisi</italic> (Pers.) de Bary is reported to cause yield losses up to 30% (<xref ref-type="bibr" rid="B17">Barilli et al., 2010</xref>, <xref ref-type="bibr" rid="B16">2018</xref>; <xref ref-type="bibr" rid="B210">Singh et al., 2015</xref>) while, AB, results due to a mixture of fungal species [<italic>Ascochyta pisi</italic> (Lib.), <italic>Peyronellaea pinodes</italic> (Berk. &#x0026; A. Bloxam), <italic>Phoma medicaginis</italic> var. <italic>pinodella</italic> (L.K. Jones), <italic>P. Koolunga</italic> (Davidson), and <italic>P. glomerata</italic> (Corda) (Wollenw. &#x0026; Hochapfel)], is one of the most complex and severe diseases worldwide (<xref ref-type="bibr" rid="B24">Bretag et al., 2006</xref>; <xref ref-type="bibr" rid="B247">Tran et al., 2014</xref>) with a potential of reducing grain yield by about 60% (<xref ref-type="bibr" rid="B137">Liu et al., 2016</xref>). Fusarium root rot (FRR) incited by <italic>Fusarium solani</italic> f. sp. <italic>pisi</italic> (W.C. Snyder &#x0026; H.N. Hansen), which may occur in both dry and wet field conditions, reduces yield significantly (<xref ref-type="bibr" rid="B181">Porter, 2010</xref>). Similarly, fusarium wilt (FW) caused by <italic>F. oxysporum</italic> f. sp. <italic>pisi</italic> (W.C. Snyder &#x0026; H.N. Hansen) has about 11 different races (<xref ref-type="bibr" rid="B87">Gupta and Gupta, 2019</xref>), of which races 1 and 2 are distributed widely affecting the productivity of pea significantly, whereas races 5 and 6 are sporadically distributed (<xref ref-type="bibr" rid="B102">Infantino et al., 2006</xref>; <xref ref-type="bibr" rid="B12">Bani et al., 2018</xref>). A disease caused by <italic>Aphanomyces euteiches</italic> (Drechsler) is common root rot (CRR) and is prevalent in the United States, Europe, and Canada causes wilting of the roots (<xref ref-type="bibr" rid="B260">Wicker et al., 2003</xref>; <xref ref-type="bibr" rid="B179">Pilet Nayel et al., 2005</xref>; <xref ref-type="bibr" rid="B32">Chatterton et al., 2015</xref>; <xref ref-type="bibr" rid="B52">Desgroux et al., 2016</xref>; <xref ref-type="bibr" rid="B262">Wu et al., 2018</xref>). Several insect pests such as pod borer complex [<italic>Helicoverpa armigera</italic> (H&#x00FC;bner), <italic>Etiella zinckenella</italic> (Treitschke), and <italic>Polyommatus boeticus</italic> L.], bruchid (<italic>Bruchus pisorum</italic> L.) pea leaf weevil (<italic>Sitona lineatus</italic> L.), leaf miners [<italic>Chromatomyia horticola</italic> (Goureau)], stem fly [<italic>Melanagromyza phaseoli</italic> (Vanschuytbroeck)], aphids [<italic>Acyrthospihon pisum</italic> (Harris)], and cut worms [<italic>Agrotis ipsilon</italic> (Hufnagel)] seriously reduce the yield of pea by affecting the crop growth (<xref ref-type="bibr" rid="B206">Sharma, 2000</xref>; <xref ref-type="bibr" rid="B266">Yadav and Patel, 2015</xref>; <xref ref-type="bibr" rid="B265">Yadav et al., 2019</xref>). Pod damage of about 40% has been observed in pea due to pod borer complex infestation (<xref ref-type="bibr" rid="B47">Dahiya and Naresh, 1993</xref>).</p>
<p>The development of resistant cultivars to the biotic and abiotic stresses is an outstanding tactic to enhance the productivity of any crop including pea. Therefore, knowledge of the genetics of disease and pest resistance is essentially required to breed the resistant/tolerant cultivars. In addition to this, genomic advances especially the accessibility of draft genome sequence of pea (<xref ref-type="bibr" rid="B125">Kreplak et al., 2019</xref>) have facilitated the identification of the genes responsible for disease and pest resistance/tolerance and also helped in uncovering the genetics of quantitatively inherited resistance of several major diseases and pests. Moreover, genomics has also facilitated modernizing the conventional breeding for rapid and precise development of resistant cultivars in crop plants including pea. Information on genetics, genomics, and breeding of biotic stress resistance in pea is scattered and only limited attempts were made to review the different aspects of biotic stress resistance (<xref ref-type="bibr" rid="B68">Fondevilla and Rubiales, 2012</xref>; <xref ref-type="bibr" rid="B216">Sm&#x00FD;kal et al., 2012</xref>; <xref ref-type="bibr" rid="B198">Rubiales et al., 2015</xref>; <xref ref-type="bibr" rid="B233">Tayeh et al., 2015a</xref>). Recently, <xref ref-type="bibr" rid="B143">Mahajan et al. (2018)</xref> discussed the genetic improvement in pea in relation to biotic stresses; however, the information provided was largely related to legumes in general and in brief about pea. Thus, an effort is made through this review to make available the comprehensive information pertaining to genetic and genomic advancement at one platform as well as to share a futuristic road map using modern genomic and genetic tools in pea breeding that could aid the crop breeders in developing high-yielding multiple stress resilient pea cultivars.</p>
</sec>
<sec id="S2">
<title>Current Status of Genetic Resources</title>
<p>Genetic improvement in a target crop species requires availability and judicious exploitation of genetic resources. Globally, more than 98,000 pea accessions, comprised of advanced breeding lines (13%), landraces (38%), mutant stocks (5%), wild species (2.6%), and cultivars (34%), are available and conserved in diverse genebanks (<xref ref-type="bibr" rid="B218">Sm&#x00FD;kal et al., 2015</xref>; <xref ref-type="bibr" rid="B256">Warkentin et al., 2015</xref>; <xref ref-type="bibr" rid="B199">Rubiales et al., 2019</xref>; <xref ref-type="bibr" rid="B42">Coyne et al., 2020</xref>). The National Institute for Agricultural Research (INRA), France, Australian Grains Genebank (AGG), N.I. Vavilov Research Institute of Plant Industry, Russia, US Department of Agriculture (USDA), United States, Leibniz Institute of Plant Genetics and Crop Plant Research, Gatersleben, Germany, and International Center for Agricultural Research in the Dry Areas (ICARDA), Lebanon are the six leading active pea germplasm repositories in the world with about 8,839, 7,432, 6,790, 6,827, 5,343, and 4,596 accessions, respectively (<xref ref-type="fig" rid="F1">Figure 1</xref>). The National Germplasm Repositories of various countries also hold a good number of pea accessions such as 4,558 accessions in Italy, 3,837 in China, 4,484 in India, 3,298 in the United Kingdom, 2,896 in Poland, 2,849 in Sweden, 2,311 in Ukraine, and 2,110 in Aberystwyth University, United Kingdom. Besides, seven other countries hold &#x003E; 1,000 accessions of <italic>Pisum</italic> in their national germplasm treasury (<xref ref-type="fig" rid="F1">Figure 1</xref>). Interestingly, the National Genebank of Israel possesses a collection of crop wild relatives (CWRs) such as <italic>Pisum fulvum</italic> and <italic>P. sativum</italic> subsp. <italic>elatius</italic> var. <italic>pumilio</italic>, which contributes to about 2% of the entire preserved germplasm (<xref ref-type="bibr" rid="B217">Sm&#x00FD;kal et al., 2013</xref>, <xref ref-type="bibr" rid="B218">2015</xref>; <xref ref-type="bibr" rid="B256">Warkentin et al., 2015</xref>). This share of CWR has accessions to <italic>P. fulvum</italic> (706), <italic>P. s</italic>. subsp. <italic>elatius</italic> (624), <italic>P. s</italic>. subsp. <italic>sativum</italic> (syn. <italic>P. humile/syriacum</italic>; 1562), and <italic>P. abyssinicum</italic> (540) (<xref ref-type="bibr" rid="B217">Sm&#x00FD;kal et al., 2013</xref>). Besides CWR and cultivated accessions, 575 and 122 accessions of pea mutant stocks are also available at the John Innes Collection, the United Kingdom and the Institute of Plant Genetics Resources Collection, Bulgaria, respectively (<xref ref-type="bibr" rid="B218">Sm&#x00FD;kal et al., 2015</xref>). A Targeted Induced Local Lesions in Genomes (TILLING) population of 9,000 lines (<xref ref-type="bibr" rid="B42">Coyne et al., 2020</xref>) and fast neutron generated deletion mutant resources (around 3,000 lines) are also available, which are being exploited to identify various developmental genes (<xref ref-type="bibr" rid="B218">Sm&#x00FD;kal et al., 2015</xref>). Internationally, several web-portals have been developed using the database of pea genetic resources such as the European Cooperative Program on Plant Genetic Resources, Cool Season Food Legume Database, Genetic Resources Information Network and System-wide Information Network for Genetic Resources, and KnowPulse for keeping records and disseminating the information related to pea genetic resources.</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>Major pea germplasm holding organizations worldwide (<xref ref-type="bibr" rid="B256">Warkentin et al., 2015</xref>; <ext-link ext-link-type="uri" xlink:href="https://www.genesys-pgr.org/">https://www.genesys-pgr.org/</ext-link>).</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-861191-g001.tif"/>
</fig>
<p>Crop wild relatives that include <italic>Pisum</italic> species and subspecies are in general a source of countless fascinating traits including various yield attributing parameters (<xref ref-type="bibr" rid="B156">Miki&#x0107; et al., 2013</xref>). Besides, it is a source of resistance to several biotic stresses, e.g., pea seed weevil (<xref ref-type="bibr" rid="B37">Clement et al., 2002</xref>, <xref ref-type="bibr" rid="B38">2009</xref>), PM (<xref ref-type="bibr" rid="B71">Fondevilla et al., 2007b</xref>; <xref ref-type="bibr" rid="B61">Esen et al., 2019</xref>), PR (<xref ref-type="bibr" rid="B17">Barilli et al., 2010</xref>), AB (<xref ref-type="bibr" rid="B111">Jha et al., 2012</xref>), and broomrape (<xref ref-type="bibr" rid="B69">Fondevilla et al., 2005</xref>). The significance of CWR has been demonstrated by successfully introducing a novel dominant gene (<italic>Er3)</italic>, responsible for resistance to <italic>E. pisi</italic> from <italic>P. fulvum</italic> (<xref ref-type="bibr" rid="B205">Sharma and Yadav, 2003</xref>; <xref ref-type="bibr" rid="B78">Fondevilla et al., 2008a</xref>). Moreover, some <italic>P. fulvum</italic> accessions were reported to show resistance against bruchid, broomrape, and <italic>Mycosphaerella pinodes</italic> and are subsequently being utilized in hybridization programs (<xref ref-type="bibr" rid="B69">Fondevilla et al., 2005</xref>; <xref ref-type="bibr" rid="B42">Coyne et al., 2020</xref>). Similarly, resistance to PR (<xref ref-type="bibr" rid="B17">Barilli et al., 2010</xref>, <xref ref-type="bibr" rid="B16">2018</xref>) and AB (<xref ref-type="bibr" rid="B69">Fondevilla et al., 2005</xref>; <xref ref-type="bibr" rid="B111">Jha et al., 2012</xref>) has been observed in <italic>P. fulvum</italic>. Diversity for the <italic>eIF4E</italic> gene and novel alleles for virus resistance has also been identified from CWR (<xref ref-type="bibr" rid="B6">Ashby et al., 2011</xref>; <xref ref-type="bibr" rid="B121">Kone&#x010D;n&#x00E1; et al., 2014</xref>). In a recent report, the relationship between neoplasm and pea weevil (<italic>Bruchus pisorum</italic> L.) damage was not established in F<sub>1</sub> and F<sub>2</sub> derived from the inter-subspecific crosses of <italic>P. sativum</italic> subsp. <italic>sativum</italic> (with neoplasm) and <italic>P. sativum</italic> subsp. <italic>elatius</italic> (without neoplasm) in field conditions (<xref ref-type="bibr" rid="B203">Sari et al., 2020</xref>).</p>
<p>Interestingly, the germplasm with the least commercial acceptance in terms of colored seed coat and flowers was accredited as a wonderful resistance source for root rot diseases (<xref ref-type="bibr" rid="B86">Grunwald et al., 2003</xref>; <xref ref-type="bibr" rid="B258">Weeden and Porter, 2007</xref>) and <italic>Aphanomyces</italic> (<xref ref-type="bibr" rid="B91">Hamon et al., 2011</xref>). Most significantly, the resistance to different biotic stresses can also be transferred from <italic>Lathyrus species</italic> that are harbored in the tertiary pea gene pool (<xref ref-type="bibr" rid="B173">Patto et al., 2007</xref>, <xref ref-type="bibr" rid="B174">2009</xref>), preferably through the utilization of contemporary biotechnological techniques. Most recently, super-early progeny derived from an interspecific cross between <italic>P. sativum</italic> and <italic>P. fulvum</italic> flowered in 13&#x2013;17 days and set pod in 18&#x2013;29 days after emergence. Such progeny could be used as a complementary to &#x201C;speed breeding,&#x201D; to generate more than six generations per year in an appropriate climate compartment (<xref ref-type="bibr" rid="B202">Sari et al., 2021</xref>). Significant contributions have been made toward the identification of resistant genetic resources for major biotic stresses in pea (<xref ref-type="table" rid="T1">Table 1</xref>), which might be utilized in breeding programs and further genetic analysis for the identification of new resistance genes.</p>
<table-wrap position="float" id="T1">
<label>TABLE 1</label>
<caption><p>Potential resistance source of different biotic stresses in field pea.</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Biotic stress</td>
<td valign="top" align="left">Germplasm/variety/wild relatives</td>
<td valign="top" align="center">Country</td>
<td valign="top" align="left">References</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Powdery mildew</td>
<td valign="top" align="left">9057, 9370, 9375, 10609, 10612, 18293, 18412, 19598, 19611, 19616, 19727, 19750, 19782, 20126, 20152, 20171, It-96, No. 267, and No. 380</td>
<td valign="top" align="center">Pakistan</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B9">Azmat et al., 2012</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Medora, PS9910188, PS810765, PS810324, Stirling, PS0010128, PS8 10240, PS710048, PS810191, 3272, 3273, Lifter, Franklin, and Fallon</td>
<td valign="top" align="center">Pakistan</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B166">Nisar et al., 2006</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>P. fulvum</italic> (P660-4)</td>
<td valign="top" align="center">Spain</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B71">Fondevilla et al., 2007b</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">HFP4, EC598878, EC598538, EC598757, EC598704, EC598729, EC598535, EC598655, EC598816, EC381866, IC278261, IC267142, IC218988, IC208378, IC208366</td>
<td valign="top" align="center">India</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B190">Rana et al., 2013</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">LE 25, ATC 823, KPMR-10, T-10, P-185,6533, 6587, 6588, JI 210, DMR 4, DMR 7, DMR 20</td>
<td valign="top" align="center">India</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B82">Ghafoor and McPhee, 2012</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">HFP 9907 B, Pant Pea -42, VL Matar 42, IPFD 99-13, IPFD 1-10, IPF 99-25, Pusa prabhat, Ambika</td>
<td valign="top" align="center">India</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B55">Dixit and Gautam, 2015</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Highlight, AC Tamor, Tara, Mexique 4, Stratagem, JI 210, JI 1951, JI 1210, JI 2480</td>
<td valign="top" align="center">Canada</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B243">Tiwari et al., 1997</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Glenroy, Kiley, Mukta, M257-3-6, M257-5-1, PSI 11, ATC 1181</td>
<td valign="top" align="center">Australia</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B138">Liu et al., 2003</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">GPHA-9, GPHA-19</td>
<td valign="top" align="center">Ethiopia</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B8">Assen, 2020</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">JI2480</td>
<td valign="top" align="center">India</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B119">Katoch et al., 2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">Rust</td>
<td valign="top" align="left">IPF-2014-16, KPMR-936 and IPF-2014-13,</td>
<td valign="top" align="center">India</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B48">Das et al., 2019a</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">PJ 207508, C 12, Wisconsin, DMR 3, Pant P 5, Pant P 8, Pant 9, HFP 8711 and HUDP 15, IPFD 1-10</td>
<td valign="top" align="center">India</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B33">Chaudhary and Naimuddin, 2000</xref>; <xref ref-type="bibr" rid="B55">Dixit and Gautam, 2015</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">JP-4, FC-1, Pant P 11, HUDP 16, JPBB-3, HUP 14</td>
<td valign="top" align="center">India</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B53">Dhall, 2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Downey mildew</td>
<td valign="top" align="left">Mukta, Snowpeak</td>
<td valign="top" align="center">Australia</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B50">Davidson et al., 2004</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pea seed-borne mosaic virus (PSbMV)</td>
<td valign="top" align="left">PI 193586, PI 193835</td>
<td valign="top" align="center">Ethiopia</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B88">Hagedorn and Gritton, 1973</xref></td>
</tr>
<tr>
<td valign="top" align="left"><italic>Pseudomonas syringae</italic> pv. <italic>pisi</italic> (race 6, 8)</td>
<td valign="top" align="left">JI0130</td>
<td valign="top" align="center">Spain</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B147">Mart&#x00ED;n-Sanz et al., 2012</xref></td>
</tr>
<tr>
<td valign="top" align="left"><italic>Pseudomonas syringae</italic> pv. <italic>Pisi</italic> (race 8)</td>
<td valign="top" align="left">Forrimax, JI2546, PI-277852, ZP1328, Cherokee, Corallo, Lincoln, JI2385, PM29, PM232, PM33, JI1829, ZP1282, ZP0104, ZP1301, ZP0123, ZP0168</td>
<td valign="top" align="center">Spain</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B147">Mart&#x00ED;n-Sanz et al., 2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Mycosphaerella blight (<italic>Mycosphaerella pinodes)</italic></td>
<td valign="top" align="left">CN 112432, CN 112441, CN 112513</td>
<td valign="top" align="center">Canada</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B111">Jha et al., 2012</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>P. fulvum</italic> (P651), Radley</td>
<td valign="top" align="center">Spain</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B69">Fondevilla et al., 2005</xref></td>
</tr>
<tr>
<td valign="top" align="left">Stem fly (<italic>Melanagromyza phaseoli</italic>)</td>
<td valign="top" align="left">P-4039, P-4107</td>
<td valign="top" align="center">India</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B252">Vishal and Ram, 2005</xref></td>
</tr>
<tr>
<td valign="top" align="left">Leaf miner (<italic>Chromatomyia horticola</italic>)</td>
<td valign="top" align="left">P-4107</td>
<td valign="top" align="center">India</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B252">Vishal and Ram, 2005</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pea weevil (<italic>Bruchus pisorum</italic>)</td>
<td valign="top" align="left"><italic>P. fulvum</italic> (ATC113)</td>
<td valign="top" align="center">Australia</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B95">Hardie et al., 1995</xref>; <xref ref-type="bibr" rid="B27">Byrne et al., 2008</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pulse beetle (<italic>Callosobruchus chinensis</italic> L.)</td>
<td valign="top" align="left"><italic>P</italic>. <italic>sativum</italic> (ACP 11), <italic>P</italic>. <italic>elatius</italic> (AWP 442) <italic>P</italic>. <italic>fulvum</italic> (AWP 600, AWP 601)</td>
<td valign="top" align="center">Turkey</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B61">Esen et al., 2019</xref></td>
</tr>
<tr>
<td valign="top" align="left">Fusarium root rot (<italic>Fusarium solani</italic> f. sp. <italic>pisi)</italic></td>
<td valign="top" align="left">PI215766, PI244121</td>
<td valign="top" align="center">United States</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B86">Grunwald et al., 2003</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">JI 1794 (<italic>P. sativum</italic> subsp. <italic>elatius</italic>).</td>
<td valign="top" align="center">United States</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B93">Hance et al., 2004</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">PI125839, PI125840, PI175226, PI220174, PI223526, PI223527, PI226561 and PI227258</td>
<td valign="top" align="center">United States</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B181">Porter, 2010</xref></td>
</tr>
<tr>
<td valign="top" align="left"><italic>Fusarium oxysporum f.</italic> sp. <italic>pisi</italic></td>
<td valign="top" align="left">JI1412, JI1760 (<italic>P. sativum</italic> ssp.), P633 (<italic>P. sativum</italic> ssp. <italic>arvense</italic>), P42 (<italic>P. sativum</italic> ssp. <italic>elatius</italic>)</td>
<td valign="top" align="center">Spain</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B13">Bani et al., 2012</xref>, <xref ref-type="bibr" rid="B12">2018</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="S3">
<title>Current Knowledge on Genetics for Disease Resistance</title>
<p>Knowledge of genes controlling disease resistance is important to accelerate the success of any breeding program (<xref ref-type="bibr" rid="B208">Shashikumar et al., 2010</xref>). Understanding gene action/effects operating in a particular breeding population helps to select a suitable parent for hybridization and breeding procedure for making genetic improvements of resistance against that disease (<xref ref-type="bibr" rid="B207">Sharma et al., 2013</xref>). Notably, the pea is acknowledged as the original model organism and was utilized in the finding of Mendel&#x2019;s laws of inheritance, which laid the foundation for modern plant genetics. In the recent years, inheritance has been studied for resistance attributes of disease in pea by several researchers (<xref ref-type="bibr" rid="B130">Lamprecht, 1948</xref>; <xref ref-type="bibr" rid="B267">Yarnell, 1962</xref>; <xref ref-type="bibr" rid="B22">Blixt, 1974</xref>; <xref ref-type="bibr" rid="B85">Gritton, 1980</xref>; <xref ref-type="bibr" rid="B117">Kalloo and Bergh, 1993</xref>; <xref ref-type="bibr" rid="B127">Kumar et al., 2006</xref>; <xref ref-type="bibr" rid="B4">Amin et al., 2010</xref>), and genes were identified and mapped using conventional gene mapping approaches. Varieties with inbuilt resistance are the most appropriate, competent, and economic strategies for tackling biotic stresses. Therefore, comprehensive efforts have been made to understand the inheritance of biotic stresses. Inheritance study for PM revealed that it is being operated by two recessive genes (<italic>er1</italic> and <italic>er2</italic>) and one dominant gene (<italic>Er3</italic>) (<xref ref-type="bibr" rid="B72">Fondevilla et al., 2007a</xref>). A recent report illustrated that PM resistance is operated <italic>via er1</italic> owing to the non-functioning of gene <italic>PsMLO1</italic> (<xref ref-type="bibr" rid="B100">Humphry et al., 2011</xref>). The gene <italic>er2</italic> is reported to provide complete resistance to PM but is efficient only in location-specific breeding (<xref ref-type="bibr" rid="B243">Tiwari et al., 1997</xref>; <xref ref-type="bibr" rid="B70">Fondevilla et al., 2006</xref>), while gene <italic>Er3</italic> confers resistance in <italic>P. fulvum</italic> (<xref ref-type="bibr" rid="B72">Fondevilla et al., 2007a</xref>,<xref ref-type="bibr" rid="B74">2010</xref>).</p>
<p>With regard to PR resistance, it was reported to be operated by a single dominant gene (<italic>Ruf</italic>) (<xref ref-type="bibr" rid="B249">Tyagi and Srivastava, 1999</xref>); however, the polygenic nature of gene action (<xref ref-type="bibr" rid="B213">Singh and Ram, 2001</xref>) and partial dominance of a single gene in conjunction with minor and additive genes (2&#x2013;3) (<xref ref-type="bibr" rid="B211">Singh et al., 2012</xref>) have also been found recently. A single dominant gene governs resistance toward races 1 and 2 of <italic>F. oxysporum</italic> f. <italic>pisi</italic>, pea enation mosaic virus, <italic>F. solani</italic> f. sp. <italic>pisi</italic>, brown root rot, bacterial blight, downy mildew, and other root rot diseases of pea, whereas a recessive gene regulates resistance to pea seed borne mosaic virus (<italic>sbm</italic>), yellow bean mosaic virus (<italic>mo</italic>), pea mosaic virus (<italic>pmv</italic>), and bean virus (<xref ref-type="bibr" rid="B4">Amin et al., 2010</xref>; <xref ref-type="bibr" rid="B160">Mohan et al., 2013</xref>). However, <xref ref-type="bibr" rid="B50">Davidson et al. (2004)</xref> reported downy mildew to be controlled by a single dominant gene and two complementary recessive genes. The nature of inheritance of AB and FRR resistance has been reported to be regulated by many genes (<xref ref-type="bibr" rid="B122">Kraft, 1992</xref>; <xref ref-type="bibr" rid="B71">Fondevilla et al., 2007b</xref>; <xref ref-type="bibr" rid="B28">Carrillo et al., 2014b</xref>; <xref ref-type="bibr" rid="B108">Jha et al., 2017</xref>). The pod resistance for pea weevil is quantitatively controlled whereas the seed resistance is operated by three (<italic>pwr1</italic>, <italic>pwr2</italic>, and <italic>pwr3</italic>) major recessive alleles (<xref ref-type="bibr" rid="B27">Byrne et al., 2008</xref>). The neoplasm appearance on pods is controlled by a single dominant gene and its expressivity is influenced by one or a combination of environmental factors (<xref ref-type="bibr" rid="B203">Sari et al., 2020</xref>).</p>
</sec>
<sec id="S4">
<title>Exploitation of Genetic Knowledge Through Traditional Breeding Approaches for Biotic Stress Resistance</title>
<p>Numerous biotic stresses including FW, AB, PM, PR, FRR, and CRR are serious threats to pea production (<xref ref-type="bibr" rid="B23">Bohra et al., 2014</xref>). These diseases are reported to occur in a severe form in almost all the pea growing countries. Therefore, efforts have been made to exploit the available genetic knowledge of resistance through conventional breeding for these key biotic stresses for developing resistant cultivars (<xref ref-type="bibr" rid="B68">Fondevilla and Rubiales, 2012</xref>; <xref ref-type="bibr" rid="B82">Ghafoor and McPhee, 2012</xref>). To develop high yielding pea cultivars possessing PM resistance, three genes, namely, <italic>er1</italic>, <italic>er2</italic>, and <italic>Er3</italic> have been exploited successfully using conventional breeding approaches (<xref ref-type="bibr" rid="B96">Heringa et al., 1969</xref>; <xref ref-type="bibr" rid="B73">Fondevilla et al., 2007c</xref>). The <italic>er1</italic> gene has the highest existence in resistant pea accessions followed by the <italic>er2</italic> gene, which is harbored in restricted accessions (<xref ref-type="bibr" rid="B243">Tiwari et al., 1997</xref>). Therefore, the <italic>er1</italic> gene that provides resistance through the pre-penetration resistance mechanism has been largely exploited in most pea improvement programs worldwide (<xref ref-type="bibr" rid="B70">Fondevilla et al., 2006</xref>). PR is another serious disease, scattered across the countries where the pea is being cultivated. Resistance to PR has been reported to be polygenic (<xref ref-type="bibr" rid="B211">Singh et al., 2012</xref>) and oligogenic (<xref ref-type="bibr" rid="B251">Vijayalakshmi et al., 2005</xref>). AB or black spot disease is one of the most devastating diseases of peas causing yield setbacks of up to 60% (<xref ref-type="bibr" rid="B264">Xue et al., 1996</xref>; <xref ref-type="bibr" rid="B137">Liu et al., 2016</xref>). Being seed borne, the rate of transmission from seed to sapling for <italic>A. pisi</italic> and <italic>P. pinodes</italic> is 40&#x2013;100% (<xref ref-type="bibr" rid="B149">Maude, 1966</xref>; <xref ref-type="bibr" rid="B263">Xue, 2000</xref>), with an ability to remain viable on seeds for 5&#x2013;7 years (<xref ref-type="bibr" rid="B253">Wallen, 1955</xref>). To date, the absolute resistant source for AB has not been identified; however, a prominent scale of resistance was found in accession (P651) of <italic>P. fulvum</italic>, which is being actively utilized in pea improvement (<xref ref-type="bibr" rid="B261">Wroth, 1998</xref>; <xref ref-type="bibr" rid="B209">Sindhu et al., 2014</xref>). The polygenic inheritance pattern of AB makes the development of resistant cultivars through conventional breeding very difficult. The FRR is considered a serious bottleneck in harnessing the full potential of a cultivar (<xref ref-type="bibr" rid="B21">Bisby, 1918</xref>; <xref ref-type="bibr" rid="B114">Jones, 1923</xref>). The condensed soil with a temperature of 18&#x2013;24&#x00B0;C is the ideal thermal regime for the proliferation of FRR (<xref ref-type="bibr" rid="B123">Kraft and Boge, 2001</xref>). Unfortunately, complete resistance to this disease is yet to be explored; however, genetic sources carrying partial tolerance to this disease are available in pea (<xref ref-type="bibr" rid="B84">Gretenkort and Helsper, 1993</xref>; <xref ref-type="bibr" rid="B181">Porter, 2010</xref>). Noteworthy, the majority of the colored flower accessions portrayed a good level of resistance to FRR as compared to white colored flower accessions (<xref ref-type="bibr" rid="B86">Grunwald et al., 2003</xref>). Also, the polygenic inheritance of this disease has made the development of resistant varieties more complicated (<xref ref-type="bibr" rid="B162">Muehlbauer and Kraft, 1973</xref>; <xref ref-type="bibr" rid="B122">Kraft, 1992</xref>). FW is another severe production menace scattered around the world caused by <italic>Fusarium oxysporum</italic>. f. sp. <italic>pisi</italic> and causes absolute yield loss under appropriate environmental circumstances (<xref ref-type="bibr" rid="B7">Aslam et al., 2019</xref>). The most favorable soil temperature for FW disease development is 23&#x2013;27&#x00B0;C. In total, 11 different races of fusarium have been discovered considering its virulence (<xref ref-type="bibr" rid="B87">Gupta and Gupta, 2019</xref>); of them, races 1 and 2 have become cosmopolitan; on the contrary, races 5 and 6 are prevailing in some areas (<xref ref-type="bibr" rid="B12">Bani et al., 2018</xref>). Among these races, race 1 is considered the most devastating and dominating (<xref ref-type="bibr" rid="B124">Kraft and Pfleger, 2001</xref>). Being a soil-borne pathogen, it may outlast for a prolonged period below the ground without pea crop (<xref ref-type="bibr" rid="B87">Gupta and Gupta, 2019</xref>). <xref ref-type="bibr" rid="B155">McPhee et al. (1999)</xref> recognized resistance sources against races 1 and 2 and used them to breed resistant cultivars. Interestingly, one CWR accession (PI 344012) having resistance to races 1 and 2 has been identified. Knowledge of inheritance is vital for incorporating any attribute of interest in the targeted genotype. Therefore, the inheritance pattern of resistance to <italic>Fop</italic> races 1, 5, and 6 have been studied and confirmed that it is monogenic with dominance in nature, while resistance to race 2 is regulated quantitatively (<xref ref-type="bibr" rid="B155">McPhee et al., 1999</xref>, <xref ref-type="bibr" rid="B154">2012</xref>; <xref ref-type="bibr" rid="B194">Rispail and Rubiales, 2014</xref>; <xref ref-type="bibr" rid="B12">Bani et al., 2018</xref>). The monogenic dominant resistance is successfully introgressed in many pea cultivars (<xref ref-type="bibr" rid="B152">McPhee, 2003</xref>). The integration of quantitatively operated resistance in a targeted background is a cumbersome task wherein molecular markers can support significantly to accelerate the introgression process. For such traits, visual selection always remains long-lasting and labor exhaustive. Thus, modern genomic tools and techniques have paved a way for questing, utilizing, and choosing the naturally available sources of resistance against FW in pea (<xref ref-type="bibr" rid="B150">McClendon et al., 2002</xref>; <xref ref-type="bibr" rid="B216">Sm&#x00FD;kal et al., 2012</xref>).</p>
<p>In pea under congruent circumstances particularly under excess moisture in the soil, CRR reduces grain yield significantly by severe damage to the root framework and subsequent wilting of the infected plant (<xref ref-type="bibr" rid="B262">Wu et al., 2018</xref>). Unfortunately, the existing old school disease management approaches such as crop rotation and seed treatments are incapable of controlling this disease completely, owing to the prolonged persistence of the pathogen in the form of oospores, which can contaminate crops at any phase. Consequently, resistant cultivar development has been advocated as an ultimate aim in the pea breeding scheme. Few accessions of pea having moderate resistance to CRR have been identified and subsequently used in breeding programs for developing cultivars (<xref ref-type="bibr" rid="B180">Pilet Nayel et al., 2002</xref>, <xref ref-type="bibr" rid="B179">2005</xref>; <xref ref-type="bibr" rid="B197">Roux-Duparque et al., 2004</xref>; <xref ref-type="bibr" rid="B161">Moussart et al., 2007</xref>; <xref ref-type="bibr" rid="B178">Pilet Nayel et al., 2007</xref>; <xref ref-type="bibr" rid="B91">Hamon et al., 2011</xref>; <xref ref-type="bibr" rid="B151">McGee et al., 2012</xref>; <xref ref-type="bibr" rid="B40">Conner et al., 2013</xref>; <xref ref-type="bibr" rid="B92">Hamon et al., 2013</xref>; <xref ref-type="bibr" rid="B134">Lavaud et al., 2015</xref>). However, polygenic inheritance of this disease and its linkage with some objectionable attributes such as lengthy internodes, anthocyanin content, and delayed-flowering made it difficult to breed CRR-tolerant cultivars (<xref ref-type="bibr" rid="B148">Marx et al., 1972</xref>; <xref ref-type="bibr" rid="B180">Pilet Nayel et al., 2002</xref>).</p>
</sec>
<sec id="S5">
<title>Toward Genomic-Based Disease and Insect-Pest Resistance Breeding</title>
<sec id="S5.SS1">
<title>Mapping Gene/Quantitative Trait Loci Using Molecular Markers</title>
<p>Traditional gene mapping could not be used widely to map the genes/quantitative trait loci (QTLs) regulating disease resistance because of narrow variability and their polygenic inheritance pattern. Moreover, quantitatively inherited traits are highly influenced by environmental conditions; therefore, the DNA-based markers are widely exploited to map genes/QTLs regulating quantitatively inherited traits in pea. In this crop, DNA-based markers that include STMS (<xref ref-type="bibr" rid="B89">Haghnazari et al., 2005</xref>); ISSR (<xref ref-type="bibr" rid="B135">L&#x00E1;zaro and Aguinagalde, 2006</xref>), SRAP (<xref ref-type="bibr" rid="B63">Esposito et al., 2007</xref>), SNP (<xref ref-type="bibr" rid="B57">Duarte et al., 2014</xref>), IRAP (<xref ref-type="bibr" rid="B219">Sm&#x00FD;kal et al., 2008a</xref>), RBIP (<xref ref-type="bibr" rid="B220">Sm&#x00FD;kal et al., 2008b</xref>), EST-SSR (<xref ref-type="bibr" rid="B235">Teshome et al., 2015</xref>), and SSR (<xref ref-type="bibr" rid="B94">Handerson et al., 2014</xref>; <xref ref-type="bibr" rid="B164">Negisho et al., 2017</xref>; <xref ref-type="bibr" rid="B158">Mohamed et al., 2019</xref>) have been developed and successfully utilized to compute genetic variations. However, similar to other crop species, only SSR makers have become popular owing to their low cost, rapidness, polymorphism, and reliable (<xref ref-type="bibr" rid="B222">Snowdon and Friedt, 2004</xref>). More recently, next-generation sequencing has authorized the quick discovery of SNPs and the development of an array for genotyping in pea (<xref ref-type="bibr" rid="B136">Leonforte et al., 2013</xref>; <xref ref-type="bibr" rid="B57">Duarte et al., 2014</xref>; <xref ref-type="bibr" rid="B209">Sindhu et al., 2014</xref>). The initial linkage maps were developed in pea utilizing various molecular markers, which were further used in mapping genes/QTLs controlling biotic stress tolerance. The genes such as <italic>er 1, er2, and Er3</italic> and their alleles conferring resistance to PM have been mapped using different types of markers (<xref ref-type="table" rid="T2">Table 2</xref>). In pea, sequencing of cDNA belonging to <italic>PsMLO1</italic> has identified a new allele <italic>er1-6</italic> of gene <italic>er1</italic> that has been validated by a closely linked specific SSR marker (<xref ref-type="bibr" rid="B227">Sun et al., 2016</xref>). In addition to this, alleles, namely, <italic>er1-8</italic> and <italic>er1-9</italic> have been mapped using co-dominant functional markers and validated in pea (<xref ref-type="bibr" rid="B226">Sun et al., 2019</xref>). The single dominant gene controlling FW resistance has also been mapped using dominant and co-dominant markers (<xref ref-type="bibr" rid="B113">Jiang, 2013</xref>), which were not appropriate for marker-assisted selection (MAS) due to their poor linkage with gene and dominant nature. Thus, <xref ref-type="bibr" rid="B104">Jain et al. (2015)</xref> recently designed a co-dominant CAPS marker with 94% accuracy and found that it was helpful in the selection of resistance toward <italic>F. oxysporum</italic> race 1. QTL mapping has been followed for genes regulating partial or intricate inherited resistance and recognized major or minor QTLs for biotic stress tolerance in pea. For example, molecular mapping has identified one major gene (<italic>Ruf</italic>)/QTL (<italic>Up1</italic>, <italic>Qruf)</italic> and one minor QTL (<italic>Qruf1</italic>) for PR resistance (<xref ref-type="bibr" rid="B251">Vijayalakshmi et al., 2005</xref>; <xref ref-type="bibr" rid="B17">Barilli et al., 2010</xref>; <xref ref-type="bibr" rid="B186">Rai et al., 2011</xref>). However, markers associated with these genes/QTLs were not close enough (&#x003E;5.0-cm distance) for utilization in MAS. Further validation of markers linked with QTL <italic>Qruf</italic> and <italic>Qruf1</italic> did not show complete discrimination between PR susceptible and resistant genotypes limiting their application for marker-assisted breeding (MAB) (<xref ref-type="bibr" rid="B210">Singh et al., 2015</xref>). However, high-density molecular maps based on SNP makers and the use of isogenic lines (NILs) and heterogeneous inbred family (HIF) populations have provided opportunities for fine mapping of the genes/QTLs and identified more closely linked makers for precise MAS (<xref ref-type="bibr" rid="B159">Mohan et al., 1997</xref>; <xref ref-type="bibr" rid="B248">Tuinstra et al., 1997</xref>). The SNP marker-mediated linkage mapping has identified three QTLs (<italic>UpDSII, UpDSIV, and UpDSIV.2</italic>) for PR resistance (<xref ref-type="bibr" rid="B16">Barilli et al., 2018</xref>). For AB resistance, various QTL mapping studies have recognized various genomic regions concerned with the regulation of resistance (<xref ref-type="table" rid="T3">Table 3</xref>; <xref ref-type="bibr" rid="B240">Timmerman-Vaughan et al., 2002</xref>; <xref ref-type="bibr" rid="B232">Taran et al., 2003</xref>; <xref ref-type="bibr" rid="B79">Fondevilla et al., 2008b</xref>). Recently, <xref ref-type="bibr" rid="B109">Jha et al. (2015)</xref> have identified SNPs within the linked genes, namely, <italic>RGA-G3A</italic> (RGA-G3Ap103) and <italic>PsDof1</italic> (PsDof1p308), which displayed a noteworthy relationship with AB resistance. Correspondingly in another report association of nine QTLs with resistance to AB has been reported in an interspecific population derived by crossing <italic>P. sativum</italic> (Alfetta) and <italic>P. fulvum</italic> (P651), of which, only QTLs <italic>abIII-1</italic> and <italic>abI-IV-2</italic> were found to be stable over the locations/years (<xref ref-type="bibr" rid="B110">Jha et al., 2016</xref>), which were further fine mapped in HIF populations (<xref ref-type="bibr" rid="B108">Jha et al., 2017</xref>). Furthermore, selective genotyping was done utilizing genotyping-by-sequencing (GBS) in RILs recognizing eight novel SNP markers within the abI-IV-2 QTL with no extra SNPs in the QTL abIII-1. Similarly, several QTLs explaining phenotypic variation up to 53.4% for polygenic inherited FRR resistance have been recognized using SSR and SNP markers (<xref ref-type="bibr" rid="B44">Coyne et al., 2019</xref>). The genome-wide association study (GWAS) refined or validated the previously reported QTLs and identified new loci for resistance to <italic>A. euteiches</italic> (<xref ref-type="bibr" rid="B52">Desgroux et al., 2016</xref>), which identified 52 QTLs including six previously identified QTLs for its resistance. However, <xref ref-type="bibr" rid="B51">Desgroux et al. (2018)</xref> employed a comparative GWAS approach for resistance to <italic>A. euteiches</italic> in a large set of contrasting pea genotypes (266) using 14,157 SNP markers and identified 11 genomic intervals having significant association with resistance to <italic>A. euteiches</italic> and also confirmed numerous QTLs reported previously. One SNP marker, mapped to the major QTL <italic>Ae-Ps7.6</italic>, was linked with disease resistance and root system architecture, which can be employed in regular pea breeding programs to reduce root rot incidence in pea.</p>
<table-wrap position="float" id="T2">
<label>TABLE 2</label>
<caption><p>Available genetic maps for different biotic stresses in field pea (<italic>Pisum sativum</italic> L.).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">S. No.</td>
<td valign="top" align="left">Population</td>
<td valign="top" align="center">Population size</td>
<td valign="top" align="center">Type of population</td>
<td valign="top" align="center">Markers</td>
<td valign="top" align="left">Marker type</td>
<td valign="top" align="left">Total map distance (cM)</td>
<td valign="top" align="left">References</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left" colspan="8"><bold>Powdery mildew (<italic>Erysiphe pisi</italic>)</bold></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Kaspa &#x00D7; Yarrum</td>
<td valign="top" align="center">106</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">821</td>
<td valign="top" align="left">SSR and SNPs</td>
<td valign="top" align="left">1910</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B225">Sudheesh et al., 2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Kaspa &#x00D7; ps1771</td>
<td valign="top" align="center">106</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">852</td>
<td valign="top" align="left">SSR and SNPs</td>
<td valign="top" align="left">1545</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B225">Sudheesh et al., 2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">C2 &#x00D7; Messire</td>
<td valign="top" align="center">100</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">720</td>
<td valign="top" align="left">RAPD/SCAR</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B78">Fondevilla et al., 2008a</xref></td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Slow &#x00D7; JI1794</td>
<td valign="top" align="center">51</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">200</td>
<td valign="top" align="left">RAPD/RFLP</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B238">Timmerman et al., 1994</xref></td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">Almota &#x00D7; 88V1.11</td>
<td valign="top" align="center">111</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">200</td>
<td valign="top" align="left">RAPD/RFLP</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B238">Timmerman et al., 1994</xref></td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Lincoln/JI2480</td>
<td valign="top" align="center">111</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">152</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">51.9</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B119">Katoch et al., 2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">Radley &#x00D7; Highlight</td>
<td valign="top" align="center">99</td>
<td valign="top" align="center">F2:3</td>
<td valign="top" align="center">416</td>
<td valign="top" align="left">RAPD/SCAR</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B244">Tiwari et al., 1998</xref></td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">PG 3<italic><sup>HFP 4</sup></italic> &#x00D7; PG 3</td>
<td valign="top" align="center">208</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">633</td>
<td valign="top" align="left">RAPD/SCAR</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B223">Srivastava et al., 2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">Majoret &#x00D7; 955180</td>
<td valign="top" align="center">192</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">315</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">49.9</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B58">Ek et al., 2005</xref></td>
</tr>
<tr>
<td valign="top" align="left">10</td>
<td valign="top" align="left">Solara &#x00D7; Frilene-derived mutant</td>
<td valign="top" align="center">230</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">585</td>
<td valign="top" align="left">ISSR, RAPDs, AFLPs</td>
<td valign="top" align="left">66.4</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B177">Pereira et al., 2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">11</td>
<td valign="top" align="left">Sparkle &#x00D7; Mexique</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">RAPD/SCAR</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B246">Tongu&#x00E7; and Weeden, 2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">12</td>
<td valign="top" align="left">Bawan 6 &#x00D7; DDR-11</td>
<td valign="top" align="center">102</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">9</td>
<td valign="top" align="left">SCAR/SSR</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B227">Sun et al., 2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">13</td>
<td valign="top" align="left">WSU 28 &#x00D7; G0004389</td>
<td valign="top" align="center">120</td>
<td valign="top" align="center">F2:3</td>
<td valign="top" align="center">20</td>
<td valign="top" align="left">SCAR/SSR</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B226">Sun et al., 2019</xref></td>
</tr>
<tr>
<td valign="top" align="left">14</td>
<td valign="top" align="left">Bawan 6 &#x00D7; G0004400</td>
<td valign="top" align="center">119</td>
<td valign="top" align="center">F2:3</td>
<td valign="top" align="center">20</td>
<td valign="top" align="left">SCAR/SSR</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B226">Sun et al., 2019</xref></td>
</tr>
<tr>
<td valign="top" align="left">15</td>
<td valign="top" align="left">G0001778 &#x00D7; Bawan 6</td>
<td valign="top" align="center">71</td>
<td valign="top" align="center">F2:3</td>
<td valign="top" align="center">5</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B227">Sun et al., 2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">16</td>
<td valign="top" align="left">Qizhen 76 &#x00D7; Xucai 1</td>
<td valign="top" align="center">91</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">148</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B228">Sun et al., 2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">17</td>
<td valign="top" align="left">Xucai 1 &#x00D7; Bawan 6</td>
<td valign="top" align="center">161</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">148</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B228">Sun et al., 2015</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="8"><bold>Rust (<italic>Uromyces pisi, Uromyces fabae)</italic></bold></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">IFPI3260 &#x00D7; IFPI3251</td>
<td valign="top" align="center">94</td>
<td valign="top" align="center">F3</td>
<td valign="top" align="center">146</td>
<td valign="top" align="left">RAPDs and STSs</td>
<td valign="top" align="left">1283.3</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B17">Barilli et al., 2010</xref></td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">HUVP 1 &#x00D7; FC 1</td>
<td valign="top" align="center">136</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">153</td>
<td valign="top" align="left">SSRs, RAPD, and STSs</td>
<td valign="top" align="left">634</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B186">Rai et al., 2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">IFPI3260 &#x00D7; IFPI3251</td>
<td valign="top" align="center">84</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">12,058</td>
<td valign="top" align="left">DArT, SNP, SSR, and STS</td>
<td valign="top" align="left">1877.45</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B16">Barilli et al., 2018</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="8"><bold>Ascochyta blight (<italic>Mycosphaerella pinodes</italic>)</bold></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">JI1089 &#x00D7; JI296</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B39">Clulow et al., 1991</xref></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Erygel &#x00D7; 661</td>
<td valign="top" align="center">174</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">62</td>
<td valign="top" align="left">RFLP, RAPD</td>
<td valign="top" align="left">550</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B54">Dirlewanger et al., 1994</xref></td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">A88 &#x00D7; Rovar</td>
<td valign="top" align="center">133</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">96</td>
<td valign="top" align="left">RFLP, RAPD, and AFLP</td>
<td valign="top" align="left">1050</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B240">Timmerman-Vaughan et al., 2002</xref></td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Carneval &#x00D7; MP1401</td>
<td valign="top" align="center">88</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">239</td>
<td valign="top" align="left">AFLPs, RAPDs, and STSs</td>
<td valign="top" align="left">1274</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B232">Taran et al., 2003</xref></td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">A26 &#x00D7; Rovar and A88 &#x00D7; Rovar</td>
<td valign="top" align="center">148</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">99</td>
<td valign="top" align="left">RAPDs, RFLPs, AFLPs, and STSs</td>
<td valign="top" align="left">930</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B239">Timmerman-Vaughan et al., 2004</xref></td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">JI296 &#x00D7; DP</td>
<td valign="top" align="center">135</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">206</td>
<td valign="top" align="left">RAPD, SSR and STS</td>
<td valign="top" align="left">1061</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B183">Prioul et al., 2004</xref></td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">P665 &#x00D7; Messire</td>
<td valign="top" align="center">111</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">303</td>
<td valign="top" align="left">SSRs</td>
<td valign="top" align="left">1188.97</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B79">Fondevilla et al., 2008b</xref></td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">P665 &#x00D7; Messire</td>
<td valign="top" align="center">111</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">248</td>
<td valign="top" align="left">SSRs</td>
<td valign="top" align="left">1119.46</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B67">Fondevilla et al., 2011</xref>; <xref ref-type="bibr" rid="B29">Carrillo et al., 2014a</xref>,<xref ref-type="bibr" rid="B28">b</xref></td>
</tr>
<tr>
<td valign="top" align="left">8</td>
<td valign="top" align="left">Alfetta &#x00D7; P651</td>
<td valign="top" align="center">51</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">10,985</td>
<td valign="top" align="left">SNPs (GBS)</td>
<td valign="top" align="left">86.3</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B108">Jha et al., 2017</xref></td>
</tr>
<tr>
<td valign="top" align="left">9</td>
<td valign="top" align="left">Carerra &#x00D7; CDC Striker</td>
<td valign="top" align="center">134</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">3389</td>
<td valign="top" align="left">SNPs</td>
<td valign="top" align="left">1008.8</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B81">Gali et al., 2018</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="8"><bold>Fusarium root rot (<italic>Fusarium solani f. sp. pisi)</italic></bold></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Carman &#x00D7; Reward</td>
<td valign="top" align="center">71</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">213</td>
<td valign="top" align="left">Microsatellite marker (SSRs)</td>
<td valign="top" align="left">53.1</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B65">Feng et al., 2011</xref></td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">DSP (W6 17516) &#x00D7; 90&#x2013;2131 (PI 557501)</td>
<td valign="top" align="center">111</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">10 gene based markers</td>
<td valign="top" align="left">CAPS and dCAPS</td>
<td valign="top" align="left">1323</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B43">Coyne et al., 2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Baccara &#x00D7; PI 180693</td>
<td valign="top" align="center">178</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">914</td>
<td valign="top" align="left">SNPs</td>
<td valign="top" align="left">1073</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B44">Coyne et al., 2019</xref></td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">JI1794 &#x00D7; Slow</td>
<td valign="top" align="center">51</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">1289</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B241">Timmerman-Vaughan et al., 1996</xref>; <xref ref-type="bibr" rid="B93">Hance et al., 2004</xref></td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">Afghanistan&#x201D;(<italic>sym2</italic>) &#x00D7; A1078-239</td>
<td valign="top" align="center">19</td>
<td/>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B258">Weeden and Porter, 2007</xref></td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">CMG &#x00D7; PI220174</td>
<td valign="top" align="center">225</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B258">Weeden and Porter, 2007</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="8"><bold>Fusarium wilt (<italic>Fusarium oxysporum</italic>. f. sp. <italic>pisi)</italic></bold></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">K586 &#x00D7; Torsdag</td>
<td valign="top" align="center">139</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">355</td>
<td valign="top" align="left">RAPD</td>
<td valign="top" align="left">1139</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B132">Laucou et al., 1998</xref></td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">&#x201C;Lifter&#x201D;/&#x201C;Radley&#x201D; Shawnee&#x201D;/&#x201C;Bohatyr</td>
<td valign="top" align="center">393, 187</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">13</td>
<td valign="top" align="left">CAPS, SSR</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B104">Jain et al., 2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Shawnee &#x00D7; Bohatyr</td>
<td valign="top" align="center">187</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">272</td>
<td valign="top" align="left">RAPDs and SSRs</td>
<td valign="top" align="left">1716</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B154">McPhee et al., 2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">Green Arrow &#x00D7; PI 179449</td>
<td valign="top" align="center">80</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">72</td>
<td valign="top" align="left">TRAP</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B128">Kwon et al., 2013</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="8"><bold>Common root rot (<italic>Aphanomyces euteiches</italic>)</bold></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Puget &#x00D7; 90&#x2013;2079</td>
<td valign="top" align="center">127</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">324</td>
<td valign="top" align="left">AFLPs, RAPDs, SSRs, ISSRs, STSs, isozymes</td>
<td valign="top" align="left">1094</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B180">Pilet Nayel et al., 2002</xref>; <xref ref-type="bibr" rid="B140">Loridon et al., 2005</xref>; <xref ref-type="bibr" rid="B92">Hamon et al., 2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Puget &#x00D7; 90&#x2013;2079</td>
<td valign="top" align="center">127</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">324</td>
<td valign="top" align="left">AFLPs and RAPDs</td>
<td valign="top" align="left">1523</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B179">Pilet Nayel et al., 2005</xref></td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">Baccara &#x00D7; PI180693, Baccara &#x00D7; 552</td>
<td valign="top" align="center">356</td>
<td valign="top" align="center">RILS</td>
<td valign="top" align="center">224</td>
<td valign="top" align="left">SSRs, RAPD and RGA</td>
<td valign="top" align="left">1652</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B91">Hamon et al., 2011</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Baccara &#x00D7; PI180693</td>
<td valign="top" align="center">178</td>
<td valign="top" align="center">RIL</td>
<td valign="top" align="center">4620</td>
<td valign="top" align="left">SNPs</td>
<td valign="top" align="left">705.2</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B91">Hamon et al., 2011</xref>, <xref ref-type="bibr" rid="B92">2013</xref>; <xref ref-type="bibr" rid="B57">Duarte et al., 2014</xref>; <xref ref-type="bibr" rid="B233">Tayeh et al., 2015a</xref></td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">DSP &#x00D7; 90&#x2013;2131</td>
<td valign="top" align="center">111</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">168</td>
<td valign="top" align="left">RAPDs, RFLPs and SSRs</td>
<td valign="top" align="left">1046</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B92">Hamon et al., 2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">5</td>
<td valign="top" align="left">Pea-Aphanomyces collection</td>
<td valign="top" align="center">175</td>
<td/>
<td valign="top" align="center">13,204</td>
<td valign="top" align="left">SNPs</td>
<td valign="top" align="left">NA</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B52">Desgroux et al., 2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">6</td>
<td valign="top" align="left">Pea accessions</td>
<td valign="top" align="center">266</td>
<td/>
<td valign="top" align="center">14,157</td>
<td valign="top" align="left">SNPs</td>
<td valign="top" align="left">NA</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B51">Desgroux et al., 2018</xref></td>
</tr>
<tr>
<td valign="top" align="left">7</td>
<td valign="top" align="left">MN313 &#x00D7; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="OSU1026">OSU1026</ext-link></td>
<td valign="top" align="center">45</td>
<td/>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B259">Weeden et al., 2000</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="8"><bold>Pseudomonas (<italic>Pseudomonas syringae pv. pisi</italic>)</bold></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">JI15 &#x00D7; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="JI399">JI399</ext-link></td>
<td valign="top" align="center">77</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">151</td>
<td valign="top" align="left">RFLPs</td>
<td valign="top" align="left">1700</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B60">Ellis et al., 1992</xref></td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">Vinco &#x00D7; Hurst&#x2019;sGreenshaft, Partridge &#x00D7; EarlyOnward</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B101">Hunter et al., 2001</xref></td>
</tr>
<tr>
<td valign="top" align="left">3</td>
<td valign="top" align="left">JI281 &#x00D7; JI399</td>
<td valign="top" align="center">53</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">421</td>
<td valign="top" align="left">RFLPs</td>
<td valign="top" align="left">2300</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B90">Hall et al., 1997</xref></td>
</tr>
<tr>
<td valign="top" align="left">4</td>
<td valign="top" align="left">P665 &#x00D7; Messire</td>
<td valign="top" align="center">111</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">248</td>
<td valign="top" align="left">RAPD, STSs, SSR, and EST</td>
<td valign="top" align="left">1188.58</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B76">Fondevilla et al., 2012</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="8"><bold>Broomrape (<italic>Orobanche crenata</italic>)</bold></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">P665 &#x00D7; Messire</td>
<td valign="top" align="center">115</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">217</td>
<td valign="top" align="left">RAPD and STS</td>
<td valign="top" align="left">1770</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B250">Valderrama et al., 2004</xref></td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">P665 &#x00D7; Messire</td>
<td valign="top" align="center">111</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">246</td>
<td valign="top" align="left">RAPDs, STSs, ESTs</td>
<td valign="top" align="left">1214</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B74">Fondevilla et al., 2010</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="8"><bold>Pea weevil (<italic>Bruchus pisorum)</italic></bold></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">Pennant &#x00D7; <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="ATC113">ATC113</ext-link></td>
<td valign="top" align="center">270</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">155</td>
<td valign="top" align="left">SSRs</td>
<td valign="top" align="left">2686</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B5">Aryamanesh et al., 2014</xref></td>
</tr>
<tr>
<td valign="top" align="left">2</td>
<td valign="top" align="left">P665 &#x00D7; Messire</td>
<td valign="top" align="center">108</td>
<td valign="top" align="center">RILs</td>
<td valign="top" align="center">6540</td>
<td valign="top" align="left">SNPs (DArTseq platform)</td>
<td valign="top" align="left">2503</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B10">Aznar-Fern&#x00E1;ndez et al., 2020</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="8"><bold>Aphid (<italic>Acyrthosiphon pisum)</italic></bold></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left"><italic>P. fulvum</italic> <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="IFPI3260">IFPI3260</ext-link> &#x00D7; <italic>P. fulvum</italic> <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="IFPI3251">IFPI3251</ext-link></td>
<td valign="top" align="center">84</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="center">12,058</td>
<td valign="top" align="left">DArT, SNP, SSR and STS</td>
<td valign="top" align="left">1877.45</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B15">Barilli et al., 2020</xref></td>
</tr>
<tr>
<td valign="top" align="left" colspan="8"><bold>Pea seed-borne mosaic virus (PSbMV)</bold></td>
</tr>
<tr>
<td valign="top" align="left">1</td>
<td valign="top" align="left">88V1.11 &#x00D7; 425</td>
<td valign="top" align="center">88</td>
<td valign="top" align="center">F2</td>
<td valign="top" align="center">&#x2013;</td>
<td valign="top" align="left">RFLP, RAPD, allozyme</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B237">Timmerman et al., 1993</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap position="float" id="T3">
<label>TABLE 3</label>
<caption><p>Genomic region or markers associated with resistance to different biotic stresses in field pea (<italic>Pisum sativum</italic> L.).</p></caption>
<table cellspacing="5" cellpadding="5" frame="hsides" rules="groups">
<thead>
<tr>
<td valign="top" align="left">Trait</td>
<td valign="top" align="left">Marker name and type</td>
<td valign="top" align="left">Gene/QTLs</td>
<td valign="top" align="left">Distance (cM)</td>
<td valign="top" align="left">Linkage group</td>
<td valign="top" align="left">References</td>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Fusarium root rot (<italic>Fusarium solani</italic> f. sp. <italic>Pisi</italic>)</td>
<td valign="top" align="left">AA416/SSR, AB60/SSR</td>
<td valign="top" align="left"><italic>QTL</italic></td>
<td valign="top" align="left">NA</td>
<td valign="top" align="left">VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B65">Feng et al., 2011</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">CAPS/dCAPS</td>
<td valign="top" align="left"><italic>Fsp-Ps2.1, Fsp-Ps6.1, Fsp-Ps3.1, Fsp-4.1, Fsp-Ps7.1</italic></td>
<td valign="top" align="left">8.9&#x2013;28.5</td>
<td valign="top" align="left">IIa, IIIb, VI, VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B43">Coyne et al., 2015</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Ps900203/SNP, Ps900299/SNP</td>
<td valign="top" align="left"><italic>Fsp-Ps 2.1, Fsp-Ps3.2, Fsp-Ps3.3</italic></td>
<td valign="top" align="left">23.5&#x2013;49.3</td>
<td valign="top" align="left">II, III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B44">Coyne et al., 2019</xref></td>
</tr>
<tr>
<td valign="top" align="left">Rust (<italic>Uromyces fabae</italic>)</td>
<td valign="top" align="left">SC10-82<sub>360</sub>/RAPD, SCRI- 71<sub>1000</sub>/RAPD</td>
<td valign="top" align="left"><italic>Ruf</italic></td>
<td valign="top" align="left">10.8&#x2013;24.5</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B251">Vijayalakshmi et al., 2005</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AA446/SSR, AA505/SSR, AD146/SSR, AA416/SSR</td>
<td valign="top" align="left"><italic>Qruf, Qruf1</italic></td>
<td valign="top" align="left">7.3&#x2013;10.8</td>
<td valign="top" align="left">VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B186">Rai et al., 2011</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AA121/SSR, AD147/SSR</td>
<td valign="top" align="left"><italic>Qruf2</italic></td>
<td valign="top" align="left">6.0</td>
<td valign="top" align="left">I</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B185">Rai et al., 2016</xref></td>
</tr>
<tr>
<td valign="top" align="left">Rust (<italic>U. pisi</italic>)</td>
<td valign="top" align="left">OPY11<sub>1316</sub>/RAPD, OPV17<sub>1078</sub>/RAPD</td>
<td valign="top" align="left"><italic>Up1</italic></td>
<td valign="top" align="left">6&#x2013;13.4</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B17">Barilli et al., 2010</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AD280/SSR, 3567800/DArT, 3563695/DArT, 3569323/DArT,</td>
<td valign="top" align="left"><italic>UpDSII, UpDSIV, UpDSIV.2</italic></td>
<td valign="top" align="left">1.5&#x2013;5.0</td>
<td valign="top" align="left">II, IV</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B16">Barilli et al., 2018</xref></td>
</tr>
<tr>
<td valign="top" align="left">Fusarium wilt (<italic>Fusarium oxysporum</italic>. f. sp. <italic>Pisi)</italic>, race1</td>
<td valign="top" align="left">p254/RFLP</td>
<td valign="top" align="left"><italic>Fw</italic></td>
<td valign="top" align="left">6.0</td>
<td valign="top" align="left">IV</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B54">Dirlewanger et al., 1994</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">ACG :CAT_222/AFLP ACC :CTG_159/AFLP, Y15_1050/RAPD/</td>
<td valign="top" align="left"><italic>Fw</italic></td>
<td valign="top" align="left">1.4&#x2013;4.6</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B150">McClendon et al., 2002</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Y15_<italic>999/</italic>SCAR</td>
<td valign="top" align="left"><italic>Fw</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B168">Okubara et al., 2005</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AD134_213/SSR, AA5_225/SSR, AA5 _235/SSR, AB111_166/SSR, AD73/SSR, AB30/SSR AD85_178/SSR</td>
<td valign="top" align="left"><italic>Fw</italic></td>
<td valign="top" align="left">2.5&#x2013;12.3</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B140">Loridon et al., 2005</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Fw_Trap_480/SCAR</italic>, <italic>Fw_Trap_340/SCAR</italic>, <italic>Fw_Trap_220/SCAR</italic></td>
<td valign="top" align="left"><italic>Fw</italic></td>
<td valign="top" align="left">1.2</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B128">Kwon et al., 2013</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Aux1.SNP1, Hlhrep_SNP6, Hlhrep_SNP1, Cwi1_SNP3, Cwi1.SNP1, PPT2.SNP1, FVE.SNP6, PM34like.SNP2, ProteasB.SNP2, PFK_SNP1, Subt_SNP2, Sus3_SNP8, Trans_SNP1, TE002G22_SNP3</td>
<td valign="top" align="left"><italic>Fw</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">I, II, III, V, VI, VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B35">Cheng et al., 2015</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">THO/CAPS, AnMtL6, Mt5_56, PR X1TRAP13, TC112650/SSR, TC112533/SSR</td>
<td valign="top" align="left"><italic>Fw</italic></td>
<td valign="top" align="left">0.5&#x2013;3.9</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B104">Jain et al., 2015</xref></td>
</tr>
<tr>
<td valign="top" align="left">Fusarium wilt, race 2</td>
<td valign="top" align="left">PSMPSAD171/SSR</td>
<td valign="top" align="left"><italic>Fnw</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B153">McPhee et al., 2004</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AC22_185/SSR, AD171_197/SSR, AB70_203/SSR, AD180_161/SSR, AB85-284</td>
<td valign="top" align="left"><italic>Fnw 4.1, Fnw 3.1, Fnw 3.2</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">3, 4</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B154">McPhee et al., 2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Fusarium wilt, Race5</td>
<td valign="top" align="left">U693a/RAPD, T3_650/RAPD</td>
<td valign="top" align="left"><italic>Fwf</italic></td>
<td valign="top" align="left">5.6&#x2013;5.8</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B167">Okubara et al., 2002</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>Aatp</italic></td>
<td valign="top" align="left"><italic>Fwf</italic></td>
<td valign="top" align="left">9.1</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B41">Coyne et al., 2000</xref></td>
</tr>
<tr>
<td valign="top" align="left">Powdery mildew</td>
<td valign="top" align="left">p236/RFLP</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">9.8</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B54">Dirlewanger et al., 1994</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OPD10<sub>650</sub>/RAPD</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">2.1</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B238">Timmerman et al., 1994</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>ScOPD-10<sub>650/</sub>SCAR</italic></td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">3.7</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B187">Rakshit, 1997</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OPL-6<sub>1900</sub>/RAPD, Sc-OPE-16<sub>1600</sub>/RAPD</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">2&#x2013;4</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B244">Tiwari et al., 1998</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Sc-OPO-18<sub>1200</sub>/RAPD</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">0.0</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B244">Tiwari et al., 1998</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>ScOPD-10<sub>650/</sub>SCAR</italic></td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">3.4</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B106">Janila and Sharma, 2004</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OPO-02<sub>1400</sub>/RAPD, OPU-17<sub>1000</sub>/RAPD</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">4.5&#x2013;10.3</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B106">Janila and Sharma, 2004</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>PSMPSAD60/SSR</italic>, <italic>PSMPSAA374/SSR</italic>, <italic>PSMPA5/SSR, PSMAD51/SSR</italic></td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">10.4&#x2013;14.9</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B58">Ek et al., 2005</xref>; <xref ref-type="bibr" rid="B140">Loridon et al., 2005</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">SCW4<sub>637</sub>, SCAB<sub>1874</sub></td>
<td valign="top" align="left"><italic>Er-3</italic></td>
<td valign="top" align="left">2.8</td>
<td valign="top" align="left">IV</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B78">Fondevilla et al., 2008a</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OPW04_637/RAPD, OPC04_640/RAPD, OPF14_1103/RAPD, OPAH06_539/RAPD, OPAG05_1240/RAPD, OPAB01_874,</td>
<td valign="top" align="left"><italic>Er-3</italic></td>
<td valign="top" align="left">0.0&#x2013;6.3</td>
<td valign="top" align="left">IV</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B78">Fondevilla et al., 2008a</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">BA9/RAPD, Act2B/RAPD, OD15/RAPD, BC210/RAPD, BC483/RAPD, OB11/RAPD, BC407/RAPD</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">8.2</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B246">Tongu&#x00E7; and Weeden, 2010</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OPX17_1400/ScX17_1400</td>
<td valign="top" align="left"><italic>er-2</italic></td>
<td valign="top" align="left">2.6</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B119">Katoch et al., 2010</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OPO06<sub>1100y</sub>/SCAR, OPT06<sub>480</sub>/SCAR and AGG/CAA<sub>125</sub>/SCAR, OPE161600/SCAR and A5420y/SSR</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">0.5&#x2013;23.0</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B177">Pereira et al., 2010</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OPB18/RAPD</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">11.2</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B165">Nisar and Ghafoor, 2011</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OPB18<sub>430</sub></td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">11.2</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B165">Nisar and Ghafoor, 2011</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">GIM-300/SmlI/CAPS</td>
<td valign="top" align="left"><italic>er1-5</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B175">Pavan et al., 2011</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">ScOPX04<sub>880</sub>/SCAR, ScOPD-10<sub>650</sub><italic>/SCAR</italic></td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">0.6&#x2013;2.8</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B223">Srivastava et al., 2012</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>er1-1</italic>/AsuHPI-B/CAPS, <italic>er1-4</italic>/AgsI/CAPS, <italic>er1-2</italic>/MGB/STS, <italic>er1-3</italic>/XbaI/dCAPS, <italic>er1-5</italic>/HRM54/HRM</td>
<td valign="top" align="left"><italic>er1-1, er1-4, er1-2, er1-3, er1-5</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B176">Pavan et al., 2013</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">c5DNAmet; PSMPSAD60</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">8.1&#x2013;15.4</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B228">Sun et al., 2015</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AD60/SSR, c5DNAmet</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">8.1&#x2013;15.4</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B228">Sun et al., 2015</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">c5DNAmet; PSMPSAD60</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">9.0&#x2013;11.9</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B254">Wang et al., 2015</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">ScOPD10-<sub>650/SCAR</sub>, ScOPE16-<sub>1600/SCAR</sub>, PSMPSAD60/SSR, PSMPSA5/SSR, c5DNAmet,</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">4.2&#x2013;26.2</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B227">Sun et al., 2016</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">InDel111&#x2013;120</td>
<td valign="top" align="left"><italic>er-1-7</italic></td>
<td valign="top" align="left">4.2</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B227">Sun et al., 2016</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">SNP1121/SNP</td>
<td valign="top" align="left"><italic>er1-6</italic></td>
<td/>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B227">Sun et al., 2016</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AD60/SSR; c5DNAmet/SSR</td>
<td valign="top" align="left"><italic>er1-6</italic></td>
<td valign="top" align="left">8.8&#x2013;22.8</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B227">Sun et al., 2016</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left"><italic>KASPar-er1-1, KASPar-er1-3, KASPar-er1-4, KASPar-er1-5, KASPar-er1-6, KASPar-er1-7, KASPar-er1-10, KASPar-er1-11</italic></td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B142">Ma et al., 2017</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">c5DNAmet, AA200/SSR, PSMPSAD51/SSR, OPX04-880/SSR,</td>
<td valign="top" align="left"><italic>er-1</italic></td>
<td valign="top" align="left">3.5&#x2013;12.2</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B226">Sun et al., 2019</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">KASPar-<italic>er1</italic>-8 and KASPar-<italic>er1</italic>-9</td>
<td valign="top" align="left"><italic>er1</italic>-8, <italic>er1</italic>-9</td>
<td valign="top" align="left">0.0</td>
<td valign="top" align="left">VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B226">Sun et al., 2019</xref></td>
</tr>
<tr>
<td valign="top" align="left">Common root rot (<italic>Aphanomyces euteiches</italic>)</td>
<td valign="top" align="left">P393/RFLP</td>
<td valign="top" align="left"><italic>-</italic></td>
<td/>
<td valign="top" align="left">IV</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B259">Weeden et al., 2000</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">E7M4.251/AFLP, N14.950/RAPD, U326.190/RAPD, E3M3.167/AFLP</td>
<td valign="top" align="left"><italic>Aph 1, Aph 2, Aph 3</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">IVb</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B180">Pilet Nayel et al., 2002</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">E7M4.251/AFLP, U370.900/RAPD, U326.190/RAPD, E3M3.167/AFLP</td>
<td valign="top" align="left"><italic>Aph 1, Aph 2, Aph 3</italic></td>
<td valign="top" align="left">0&#x2013;2.0</td>
<td valign="top" align="left">IVb</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B179">Pilet Nayel et al., 2005</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AF0164458, AA176, A08_2000, X03_1000, E12_1100</td>
<td valign="top" align="left">Total 135QTLS most stable QTLS (<italic>Ae-Ps1.2, Ae-Ps2.2, Ae-Ps3.1, Ae-Ps4.1 and Ae-7.6</italic>)</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">I, II, III, IV, V, VI, VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B91">Hamon et al., 2011</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">X03_1000, AB70, A19_800, AF016458, AA430942, E8M2_280, IJB174, J14_850, AB122b</td>
<td valign="top" align="left"><italic>27 Meta QTLs 2</italic> MQTL-Ae25, MQTL-Ae26</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">I, II, III, IV, V, VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B92">Hamon et al., 2013</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AA446-486, PA8, AB23-376, AA430942, AB145-364, AD57-300, AA175-282, AB112-402, AD83, AC75-297, PD21-226</td>
<td valign="top" align="left">Ae-Ps7.6, Ae-Ps4.5, Ae-Ps2.2, Ae-Ps3.1, Ae-Ps5.1</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">II, III, IV, V, VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B134">Lavaud et al., 2015</xref>, <xref ref-type="bibr" rid="B133">Lavaud et al., 2016</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AA122, AA387, AB101</td>
<td valign="top" align="left"><italic>52 QTLs Major QTLs (Ae-Ps4.4-4.5, Ae-Ps7.6</italic>)</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">IV, VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B52">Desgroux et al., 2016</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Ps115429/SNP</td>
<td valign="top" align="left"><italic>Ae-Ps7.6</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B51">Desgroux et al., 2018</xref></td>
</tr>
<tr>
<td valign="top" align="left">Ascochyta Blight (<italic>Peyronellaea pinodes)</italic></td>
<td valign="top" align="left">p227/RFLP, p105/RFLP, p236/RFLP</td>
<td valign="top" align="left">QTL</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">IV, II</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B54">Dirlewanger et al., 1994</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">c206/RFLP, M02-835/RAPD, sM2P5-234/SCAR M27/SCAR, J12-1400/RAPD, C12-680/RAPD, W17-150/RAPD, P346/RFLP, sY16-112/SCAR1 M2P2-193/AFLP sB17-509/SCAR, S15-1330/RAPD</td>
<td valign="top" align="left"><italic>Asc1.1, Asc2</italic>.<italic>1, Asc3.1, Asc3.2, Asc4.2, Asc4.3, Asc5.1, Asc7.1, Asc7.2, Asc7.3</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">I, II, III, IV, V, VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B240">Timmerman-Vaughan et al., 2002</xref>, <xref ref-type="bibr" rid="B239">2004</xref>, <xref ref-type="bibr" rid="B236">2016</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">AFLP/RAPD/STS</td>
<td valign="top" align="left"><italic>ccta2</italic>,<italic>cccc1</italic>, <italic>acct1</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">II, IV, VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B232">Taran et al., 2003</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">V03-1200/RAPD, PSm PSAA175/SRR, PSMPSAA 163.2/SSR, PSMPSAA399/SSR, G04-950/RAPD, E08-980/RAPD</td>
<td valign="top" align="left"><italic>mpIII-1, mpIII-3, mpVa-1, mpVII-1, mpVI-1</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">III, V, VI, VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B183">Prioul et al., 2004</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">DRR230-b, PsDof1</td>
<td valign="top" align="left"><italic>mpIII-1, mpIII-4</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B184">Prioul-Gervais et al., 2007</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OPM6598/OPW5387, OPAI141353/OPW21157, OPAI141273/OPAI141353, OPRS4782, OPK6818, OPB111477</td>
<td valign="top" align="left"><italic>MpIII.1, MpIII.2, MpV.1, MpII.1, MpIII.3, MpIV.1</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">II, III, IV, V</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B79">Fondevilla et al., 2008b</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OPAI14_1353/AA175, OPAI14_1273/OPAI14_1353</td>
<td valign="top" align="left">Total 14 QTLS, and Major QTLs (<italic>MpIII.3_DRl_06, MpIII.3_DS_06, MpIII.3_DRst_06</italic>)</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B67">Fondevilla et al., 2011</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">PsDof1p308/SNP, RGA-G3Ap103/SNP</td>
<td valign="top" align="left"><italic>-</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">III, VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B109">Jha et al., 2015</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">PsC8780p118, PsC22609p103, PsC8031p219, PsC20818p367, PsC7497p542, PsC13000p248, PsC4701p407</td>
<td valign="top" align="left"><italic>abI-IV-1, abI-IV-2, abI-IV-3, abI-IV-4, abIII-1,abVII-1, abI-IV-5, abIII-2, abVII-2</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">I-IV, III, VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B110">Jha et al., 2016</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">Sc33287_25420/SNP, Sc34405_60551/SNP, Sc33468_44352/SNP, Sc12023_67096/SNP</td>
<td valign="top" align="left"><italic>abIII-1, abI-IV-2</italic>, abI-IV-2.1, abI-IV-2.2</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">I-IV, III, VII</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B108">Jha et al., 2017</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">PsC1846p336 - Sc5317_256613/SNP, Sc3030_71736 - PsC7000p195/SNP, Sc8865_149928 - Sc7388_112888/SNP</td>
<td valign="top" align="left">QTLs</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">IIIb</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B81">Gali et al., 2018</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">sC8780p118/SNP</td>
<td valign="top" align="left"><italic>QTL abIII-1</italic></td>
<td/>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B107">Jha et al., 2019</xref></td>
</tr>
<tr>
<td valign="top" align="left">Ascochyta Blight (<italic>Didymella pinodes</italic>)</td>
<td valign="top" align="left">OPM4_490/OPK6_887, agpl1_SNP2/MSU515_SNP3, OPZ10_576/Sugtrans_SNP3, sut1_SNP1/OPRS4_699</td>
<td valign="top" align="left"><italic>MpII.1, MpIII.5, MpV.3, MpV.2</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">II, III, V</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B28">Carrillo et al., 2014b</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pea common Mosaic virus</td>
<td valign="top" align="left"><italic>p252</italic></td>
<td valign="top" align="left"><italic>mo</italic></td>
<td valign="top" align="left">15.9</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B54">Dirlewanger et al., 1994</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pea seed-borne mosaic virus (PSbMV)</td>
<td valign="top" align="left">GS185/RFLP</td>
<td valign="top" align="left"><italic>sbm-1</italic></td>
<td valign="top" align="left">8.0</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B237">Timmerman et al., 1993</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">G05_2537/RAPD, L01_910/RAPD, P446/RFLP, sG05_2537/STS</td>
<td valign="top" align="left"><italic>sbm-1</italic></td>
<td valign="top" align="left">4.0</td>
<td valign="top" align="left">II</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B80">Frew et al., 2002</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pea enation mosaic virus (PEMV)</td>
<td valign="top" align="left">CNGC, tRNAMet2</td>
<td valign="top" align="left"><italic>En</italic></td>
<td valign="top" align="left">1.3&#x2013;2.5</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B105">Jain et al., 2013</xref></td>
</tr>
<tr>
<td valign="top" align="left">White mold (<italic>Sclerotinia sclerotiorum</italic>)</td>
<td valign="top" align="left">Chr5LG3_562563492, Chr5LG3_568430003, Chr5LG3_568430003, Chr5LG3_569648908</td>
<td valign="top" align="left">13 QTLS</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">III</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B144">Mahini et al., 2020</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pea weevil (<italic>Bruchus pisorum</italic>)</td>
<td valign="top" align="left">3546831/DArT, 3551908/DArT, 3548194/DArT, 3552459/DArT, 3549249/DArT, 3549680/DArT,</td>
<td valign="top" align="left"><italic>BpSI.I</italic>, <italic>BpSI.II</italic> and <italic>BpSI.III, BpLD.I</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">I, II, IV</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B10">Aznar-Fern&#x00E1;ndez et al., 2020</xref></td>
</tr>
<tr>
<td valign="top" align="left">Pea Aphid (<italic>Acyrthosiphon pisum)</italic></td>
<td valign="top" align="left">3568590/DArT,3569349/DArT, 3535012/DArT,3536533/DArT, 3535795/DArT, 3537104/DArT, 3568629/DArT, 3536355/DArT</td>
<td valign="top" align="left"><italic>ApI, ApII, ApIII, ApIV.1, ApIV.2, ApV</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">I, II, III, IV and V</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B15">Barilli et al., 2020</xref></td>
</tr>
<tr>
<td valign="top" align="left"><italic>Pseudomonas syringae</italic> pv. Syringae</td>
<td valign="top" align="left">OPW5387/RAPD, OPJ121504/OPO61121</td>
<td valign="top" align="left"><italic>Psy1 and Psy2</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">III, VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B76">Fondevilla et al., 2012</xref></td>
</tr>
<tr>
<td valign="top" align="left">Broomrape (<italic>Orobanche crenata</italic>)</td>
<td valign="top" align="left">STS P48</td>
<td valign="top" align="left"><italic>Ocp1</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td/>
<td valign="top" align="left"><xref ref-type="bibr" rid="B250">Valderrama et al., 2004</xref></td>
</tr>
<tr>
<td/>
<td valign="top" align="left">OPM4_978, OPAE5_538, OPP4_479/OPE11_660, OPAA19_702</td>
<td valign="top" align="left"><italic>n&#x00B0;br03_1, n&#x00B0;br03_2, n&#x00B0;br03_3, n&#x00B0;br04</italic></td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">I, III, V and VI</td>
<td valign="top" align="left"><xref ref-type="bibr" rid="B74">Fondevilla et al., 2010</xref></td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
</sec>
<sec id="S6">
<title>Marker-Assisted Selection</title>
<p>A close association of markers with a trait of interest is the prerequisite of MAS, which identifies the target traits without assessing their phenotype in the early generation (<xref ref-type="bibr" rid="B233">Tayeh et al., 2015a</xref>). Both biparental and association mapping approaches have been utilized in the identification of closely associated markers with genes controlling disease resistance in pea. Such gene-linked markers control resistance to PM (<xref ref-type="bibr" rid="B129">Lakshmana Reddy et al., 2015</xref>), pea enation or seed borne mosaic virus (<xref ref-type="bibr" rid="B230">Swisher Grimm and Porter, 2020</xref>), FW (<xref ref-type="bibr" rid="B113">Jiang, 2013</xref>; <xref ref-type="bibr" rid="B128">Kwon et al., 2013</xref>), PR (<xref ref-type="bibr" rid="B210">Singh et al., 2015</xref>; <xref ref-type="bibr" rid="B16">Barilli et al., 2018</xref>), AB (<xref ref-type="bibr" rid="B28">Carrillo et al., 2014b</xref>; <xref ref-type="bibr" rid="B109">Jha et al., 2015</xref>, <xref ref-type="bibr" rid="B108">2017</xref>), FRR (<xref ref-type="bibr" rid="B44">Coyne et al., 2019</xref>), and CRR (<xref ref-type="bibr" rid="B134">Lavaud et al., 2015</xref>; <xref ref-type="bibr" rid="B52">Desgroux et al., 2016</xref>) and are available for MAB. The marker-assisted backcrossing (MABC) has been successfully used for the introgression of QTLs for <italic>Aphanomyces</italic> root rot (ARR) resistance into several recipient genotypes (<xref ref-type="bibr" rid="B92">Hamon et al., 2013</xref>; <xref ref-type="bibr" rid="B134">Lavaud et al., 2015</xref>). During the recent years, efforts were made to identify markers closely linked with disease resistance genes. However, such markers are not being widely used in the MAB program for developing resistant cultivars due to their poor linkage with target traits. These efforts have proved the utility of MABC and MAS in pea improvement. Accessibility of the reference genome will pave the way toward finding the genes of interest and understanding the genetic background of individuals at the genome level by deploying molecular markers responsive to high-throughput genotyping.</p>
</sec>
<sec id="S7">
<title>Genomics for Understanding the Complex Genetics of Biotic Stress Response and Identification of Candidate Genes</title>
<p>Resistance in the host plant can occur at different stages during compatibility interaction between pathogen and host. Therefore, many mechanisms, metabolic pathways, and proteins are involved in the host plant and pathogen compatibilities. Thus, many genes have to be expressed to control these metabolic pathways or proteins for completing the infectivity of the pathogen with the host plant. Functional knowledge of these genes can help to understand the genetics involved in host plant resistance, which can further be utilized to develop resistant cultivars against a disease. During the recent years, genomic advances have made it possible to know the candidate genes involved in plant resistance by analyzing transcripts of genes expressed during host&#x2013;pathogen interaction.</p>
<sec id="S7.SS1">
<title>Transcriptomics</title>
<p>Transcriptome analysis has been used to know functional genes responsible for resistance in host plants in many food legumes including pea. In pea, different approaches have been used to recognize the genes responsible for disease and pest resistance (<xref ref-type="bibr" rid="B67">Fondevilla et al., 2011</xref>). In the case of white mold [<italic>Sclerotinia sclerotiorum</italic> (Lib.) de Bary], 2,840 host expressed sequence tags (ESTs) (pea) and 996 pathogen ESTs (<italic>S. sclerotiorum</italic>) were identified manifesting exclusively amid the host&#x2013;pathogen interface, of which about 10% of pea ESTs demonstrated their alliance with genes concerned to its defense against various biotic or abiotic stress, whereas about 9% of <italic>S. sclerotiorum</italic> ESTs exhibited their association with genes reguating pathogenicity or virulence (<xref ref-type="bibr" rid="B269">Zhuang et al., 2012</xref>). In another study, microarray analysis investigated gene expression alteration associated with contagion with <italic>D. pinodes</italic> in pea where 346 genes were found to be regulated differentially between resistant and susceptible response, which was responsible mainly for cell wall build-up, phytoalexin and phenylpropanoid metabolism, genes encoding pathogenesis-associated (PR) proteins, and detoxification processes (<xref ref-type="bibr" rid="B67">Fondevilla et al., 2011</xref>). The use of deepSuperSAGE identified 17,561 different UniTags, of which about 70% were known sequences from pea or other plants. Among these, 509 UniTags were differentially articulated (<xref ref-type="bibr" rid="B77">Fondevilla et al., 2014</xref>). A similar approach was adopted to identify the candidate genes controlling resistance to bacterial blight infection and found a set of about 651 UniTags that expressed differentially between the resistant and susceptible genotypes (<xref ref-type="bibr" rid="B146">Mart&#x00ED;n-Sanz et al., 2016</xref>). In another study, a transcriptome analysis was used to identify the genes and understand the resistance mechanism against <italic>P. pisi</italic> and <italic>A. euteiches</italic> and identified nearly 574 and 817 genes, respectively that were differentially articulated in response to <italic>A. euteiches</italic> contamination at 6 h post-inoculation (hpi) and 20 hpi, respectively, whereas 544 and 611 genes were expressed differentially against <italic>P. pisi</italic> at 6 and 20 hpi, respectively (<xref ref-type="bibr" rid="B98">Hosseini et al., 2015</xref>). These genes were associated with phenylpropanoid metabolism, strengthening of the cell wall, and hormonal (jasmonic acid, auxin, and ethylene) signaling (<xref ref-type="bibr" rid="B98">Hosseini et al., 2015</xref>). In a comparative transcriptome analysis, contrast responding genotypes to <italic>E. pisi</italic> infection have identified 2,755 transcripts suggesting altered gene expression between the susceptible and resistant genotypes. This study further identified glycolysis as the major pathway of ATP production during pathogen growth and identified genes responsible for putative receptor and regulatory sequences involved in the defense system of resistant genotypes (<xref ref-type="bibr" rid="B19">Bhosle and Makandar, 2021</xref>). This information of disease resistant candidate genes can further be utilized for the development of functional markers for MAB.</p>
</sec>
<sec id="S7.SS2">
<title>Proteomics</title>
<p>Disease and pest infestation trigger changes in the protein profile of the host plant. Knowledge of such protein profiles responsible for compatible interaction between host and pathogen can help in better understanding the host plant resistance mechanism at the molecular level. In addition to this, the abundance of specific proteins can be used as the markers for differentiating resistant and susceptible genotypes, which can be utilized in resistance breeding. Therefore, during the recent years, efforts have been made on proteomic analysis for diseases and pests in pea. Resistance to AB is a complex trait, and infection of this disease alters proteins and their abundance. First protein markers linked to AB resistance have been depicted utilizing resistant and susceptible genotypes. Subsequently, quantitative estimation of these proteins was done in a mapping population for the detection of putative protein markers linked with AB resistance and explored its possible use in breeding (<xref ref-type="bibr" rid="B30">Castillejo et al., 2020</xref>). This study eventually developed a group of potential protein markers for resistance to AB and advocated a molecular mechanism against AB resistance in pea. Previously, the proteomic approach identified changes in host proteins during infection of downy mildew in a susceptible cultivar of pea (<xref ref-type="bibr" rid="B2">Amey et al., 2008</xref>), of which the levels of eight proteins [PI176 (protein accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="P13239">P13239</ext-link>), ABR17 (protein accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="Q06931">Q06931</ext-link>), glycine-rich RNA-binding protein (protein accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="P49311">P49311</ext-link>), cytosolic GAPDH (protein accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="P34922">P34922</ext-link>), chloroplastic GAPDH (protein accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="P12858">P12858</ext-link>), photosystem I reaction center subunit II (protein accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="Q9S7H1">Q9S7H1</ext-link>), ATP synthase epsilon chain (protein accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="P05039">P05039</ext-link>), and photosystem I iron sulfur center (protein accession number <ext-link ext-link-type="DDBJ/EMBL/GenBank" xlink:href="P10793">P10793</ext-link>)] increased significantly in the infected leaves of the susceptible plant. Identification of these proteins provided the base for the advancement to reveal molecular defense mechanisms to <italic>P. viciae</italic> infection (<xref ref-type="bibr" rid="B2">Amey et al., 2008</xref>). In another study, proteomic analysis of PM susceptible and resistant genotypes resulted in the identification of proteins concerned with photosynthetic activity and carbon metabolism, signal transduction functions, protein synthesis, and protein degradation, which aids in understanding the mechanisms of <italic>E. pisi</italic> resistance in pea (<xref ref-type="bibr" rid="B45">Curto et al., 2006</xref>). Similarly, in a recent study, proteomic analysis was done for PM isolates infecting susceptible pea cultivar and identified proteins involved in virulence and pathogenesis through signal transduction, secondary metabolite formation, and stress functions (<xref ref-type="bibr" rid="B18">Bheri et al., 2019</xref>). For understanding the resistance mechanism to <italic>Acyrthosiphon pisum</italic> (pea aphid), a serious pest of pea, proteomic analysis between contrasting genotypes identified the proteins mostly corresponding to amino acid metabolism, carbohydrate metabolism, folding or degradation, stress response, photosynthesis, signal transduction, and transcription or translation suggesting the role of different metabolic pathways in controlling resistance to this pest (<xref ref-type="bibr" rid="B29">Carrillo et al., 2014a</xref>). Thus, proteomic analysis has provided better insight into the molecular mechanism underlying disease and pest resistance in pea, and hence, it is further required to enhance the understanding of the molecular mechanism of quantitatively inherited diseases and pests resistance in pea.</p>
</sec>
</sec>
<sec id="S8">
<title>Future Breeding Strategies for Developing Cultivars Resistant to Biotic Stresses</title>
<sec id="S8.SS1">
<title>Development of Functional Markers</title>
<p>Poor association of molecular markers with genes/QTLs controlling disease resistance has led to their limited use for MAS in pea breeding programs. Therefore, the development of the functional markers within targeted genes/QTLs controlling the disease resistance is important for this purpose. Earlier, few efforts have been made to develop functional markers for the <italic>er1</italic> gene controlling PM in pea (<xref ref-type="bibr" rid="B227">Sun et al., 2016</xref>, <xref ref-type="bibr" rid="B226">2019</xref>). A functional co-dominant CAPS marker with 94% accuracy was found useful for the selection of resistance genes responsible for <italic>F. oxysporum</italic> race 1 (<xref ref-type="bibr" rid="B104">Jain et al., 2015</xref>). Furthermore, next-generation sequencing also assisted in developing functional SNP markers from genes/QTLs governing resistance to different diseases in pea. For example, SNP markers within two candidate genes (<italic>PsDof1</italic> and <italic>RGA-G3A</italic>) were identified for AB resistance (<xref ref-type="bibr" rid="B109">Jha et al., 2015</xref>). Association mapping with a large number of SNP markers developed through next-generation sequencing identified SNP marker, associated with a major QTL <italic>Ae-Ps7.6</italic> responsible for reducing ARR severity and root system architecture (RSA). Therefore, the identified genes for RSA could be utilized in improving ARR incidence in pea. Furthermore, the availability of a reference genome sequence of pea along with a high-throughput next-generation genotyping platform provides the opportunity to identify the candidate genes for targeted traits and development of functional markers linked with disease resistance genes for marker-assisted breeding in pea.</p>
</sec>
<sec id="S8.SS2">
<title>Toward Genomic Selection in Pea</title>
<p>For obtaining maximum genetic gain with more accuracy, genomic selection (GS) using molecular markers is a promising approach. This can help to improve biotic stress resistance, which is a primary breeding objective of the pea genetic improvement program. This approach is more useful for improving quantitatively inherited disease resistance in pea. It uses genome-wide molecular markers associated with resistance genes for predicting and selecting high breeding value lines. In a recent review, different models used in GS were discussed in detail; particularly, the use of multivariate GS models (MTGS) over single trait GS (STGS) was presented (<xref ref-type="bibr" rid="B26">Budhlakoti et al., 2019</xref>). Multi-trait GS (MTGS) methods may provide more accurate genomic-estimated breeding values (GEBVs). Several MTGS methods were used for GS, e.g., the multivariate mixed model approach (<xref ref-type="bibr" rid="B112">Jia and Jannink, 2012</xref>; <xref ref-type="bibr" rid="B120">Kl&#x00E1;p&#x0161;&#x011B; et al., 2020</xref>), Bayesian multi-trait model (<xref ref-type="bibr" rid="B112">Jia and Jannink, 2012</xref>; <xref ref-type="bibr" rid="B34">Cheng et al., 2018</xref>), multivariate regression with covariance estimation (MRCE) (<xref ref-type="bibr" rid="B196">Rothman et al., 2010</xref>), and conditional Gaussian graphical model (cGGM) (<xref ref-type="bibr" rid="B36">Chiquet et al., 2017</xref>). <xref ref-type="bibr" rid="B112">Jia and Jannink (2012)</xref> presented three multivariate linear models (i.e., GBLUP, Bayes A, and Bayes C&#x03C0;) and compared them with univariate models. Most of the successful events of the utilization of GS in biotic stress resistance were in cereal crops. In wheat, GS was used for three types of rust, Fusarium head blight, septoria tritici blotch, PMD, tan spot, and <italic>Stagonospora nodorum</italic> blotch (<xref ref-type="bibr" rid="B25">Budhlakoti et al., 2022</xref>). The genomic prediction accuracies for these diseases ranged from 0.14 to 0.85 (<xref ref-type="bibr" rid="B46">Daetwyler et al., 2010</xref>; <xref ref-type="bibr" rid="B200">Rutkoski et al., 2012</xref>; <xref ref-type="bibr" rid="B157">Mirdita et al., 2015</xref>; <xref ref-type="bibr" rid="B115">Juliana et al., 2019</xref>; <xref ref-type="bibr" rid="B204">Sarinelli et al., 2019</xref>). Similarly, in the case of rice, GS has been used in blast disease tolerance (<xref ref-type="bibr" rid="B99">Huang et al., 2019</xref>). In maize, GS has been used against <italic>Stenocarpella maydis</italic> causing ear rot (<xref ref-type="bibr" rid="B56">Dos Santos et al., 2016</xref>) and heavy infestation of Striga (<xref ref-type="bibr" rid="B11">Badu-Apraku et al., 2019</xref>). In the case of barley, for Fusarium head blight, the prediction accuracy was 0.72 (<xref ref-type="bibr" rid="B139">Lorenz et al., 2012</xref>; <xref ref-type="bibr" rid="B201">Sallam and Smith, 2016</xref>). Though limited reports of the use of genomic selection to improve biotic stresses in pea are available, efforts have been made to know the impact of the marker density, statistical method, and/or the training population size for evaluating genomic prediction accuracy using the number of seeds per plant, thousand seed weight, and flowering time. Such information provides opportunities for developing GS strategies (<xref ref-type="bibr" rid="B234">Tayeh et al., 2015b</xref>), which is important for biotic stress tolerance in pea.</p>
</sec>
<sec id="S8.SS3">
<title>Mining Allelic Variants for Resistance Genes</title>
<p>Breeding for improving a trait requires ample availability of diversity in germplasm for the targeted traits. In pea, a large collection of genetic resources is available, which are a reservoir of undiscovered allelic variants for many traits (<xref ref-type="bibr" rid="B231">Tanksley and McCouch, 1997</xref>; <xref ref-type="bibr" rid="B216">Sm&#x00FD;kal et al., 2012</xref>). This large collection may have new resistant allele(s) of the gene(s) controlling disease incidence in pea. For mining such alleles from germplasm, there is a need to test the entire germplasm for their response following a specific screening protocol, which is not only time-consuming but also expensive. However, current genomic tools have provided an opportunity to uncover the allelic variation, especially for those monogenic traits for which candidate genes are already known (<xref ref-type="bibr" rid="B195">Robaglia and Caranta, 2006</xref>; <xref ref-type="bibr" rid="B97">Hofinger et al., 2011</xref>; <xref ref-type="bibr" rid="B191">Reeves et al., 2012</xref>). The use of such genomic tools increases the identification of allelic variants for resistance genes by screening the wild and cultivated germplasm in several crops (<xref ref-type="bibr" rid="B20">Bhullar et al., 2009</xref>). In pea, eukaryotic translation initiation factor 4E provides resistance against many potyviruses. Therefore, gene <italic>eIF4E</italic> encoding this factor has been used for the identification of allelic diversity among 2,803 pea accessions, which resulted in the identification of four <italic>eIF4EA-B-C-S</italic> variants, whose distribution was geographically linked, suggesting its independent evolution (<xref ref-type="bibr" rid="B121">Kone&#x010D;n&#x00E1; et al., 2014</xref>). This study has opened an avenue of research for the identification of new allelic variants for complex diseases of a pea.</p>
</sec>
<sec id="S8.SS4">
<title>Toward Epigenetic Breeding</title>
<p>Transgenerational epigenetic variation, which transfers steadily to the next generation, becomes one of the important strategies for breeding climate-resilient cultivars in crop plants. These variations cause alteration in gene expression through DNA methylation or histone modification (<xref ref-type="bibr" rid="B126">Kumar et al., 2019</xref>). Identification or genome-wide mapping of epigenetic markers can help the breeder to manipulate epigenomic variability toward the development of climate resilient crop varieties. This epigenetic variation was detected in host plant resistance against a broad array of plant pathogens such as fungi, bacteria, viruses, nematodes, oomycetes, and herbivorous insects (<xref ref-type="bibr" rid="B62">Espinas et al., 2016</xref>; <xref ref-type="bibr" rid="B189">Ramirez-Prado et al., 2018</xref>; <xref ref-type="bibr" rid="B1">Alonso et al., 2019</xref>). For example, in soybean, methylome has been identified for compatible interaction of roots with cyst nematodes (<xref ref-type="bibr" rid="B188">Rambani et al., 2015</xref>). In pea, differences have been detected for methylations among plants, which were propagated through <italic>in vitro</italic> culture for a long time (<xref ref-type="bibr" rid="B221">Sm&#x00FD;kal et al., 2007</xref>). Artificially induced and naturally occurring epigenetic variations controlling plant disease resistance were identified, and similar efforts are required to identify epigenetic variation responsible for polygenetically inherited disease resistance in pea. In pea, no potential genetic sources for resistance are available so far for many serious diseases, and hence, new epigenetic alleles can be generated using promising approaches such as induced gene-specific DNA methylation and epigenome editing (<xref ref-type="bibr" rid="B268">Zhi and Chang, 2021</xref>). Thus, epigenetic breeding has a great potential for improving disease resistance in pea.</p>
</sec>
<sec id="S8.SS5">
<title>Genome Editing</title>
<p>In pea, insect pests and diseases are the major yield-limiting factors and hence pose a substantial threat to food security globally. In recent years, genome editing or modification has revolutionized the functional analyses of genes and the introduction of new alleles for the trait of interest into commercial crop plants (<xref ref-type="bibr" rid="B163">Mushtaq et al., 2019</xref>). Different approaches of genome editing have been developed for this purpose; however, clustered regularly interspaced short palindromic repeats (CRISPR)/CRISPR associated protein 9 (CRISPR-Cas9), meganucleases, transcription activator-like effector nucleases (TALENs), and zinc-finger nucleases (ZNFs) are being used extensively for genetic improvement (<xref ref-type="bibr" rid="B163">Mushtaq et al., 2019</xref>). In crop plants, susceptibility (<italic>S</italic>) or resistance (<italic>R</italic>) genes have been considered eventual targets intended for escalating crop protection (<xref ref-type="bibr" rid="B215">Singh et al., 2016</xref>; <xref ref-type="bibr" rid="B193">Ren et al., 2017</xref>). These genes were identified as the best candidate for gene editing for conferring disease or pest resistance in a crop (<xref ref-type="bibr" rid="B49">Das et al., 2019b</xref>). In addition to this, editing of most conserved regions of multiple viral genomes using multiplex CRISPR/Cas9 system also helped in conferring disease resistance in various crops by interfering with their duplication and progress (<xref ref-type="bibr" rid="B103">Iqbal et al., 2016</xref>). In pea, the transcriptomic analysis provides elucidation of the genes and pathways concerned with disease or pest resistance. Moreover, the study of expression alteration, modification, and interaction of protein during the plant-pathogen interface provided knowledge of key proteins involved in pathogenesis. This information is a useful repository for editing or modification of the genome of a crop or realtered pathogen toward the development of resistant cultivars (<xref ref-type="bibr" rid="B14">Barakate and Stephens, 2016</xref>). In addition to this, genome editing can be used to alter epi-alleles or to generate new epi-alleles involved in disease resistance (<xref ref-type="bibr" rid="B131">Latutrie et al., 2019</xref>).</p>
</sec>
<sec id="S8.SS6">
<title>Transgenic Technology</title>
<p>In pea, limited resistance sources are available among cross-compatible germplasm for several devastating diseases and insect pests such as FRR, CRR, PR, alfalfa mosaic virus, and bruchids. Therefore, transferring resistance genes from other non-cross-compatible species is one of the ways to develop resistant cultivars, possibly by developing transgenic plants. However, genetic transformation in pea is not easy when compared to other legume crops due to difficulties in transformation and plant regeneration (<xref ref-type="bibr" rid="B229">Svabova et al., 2005</xref>; <xref ref-type="bibr" rid="B256">Warkentin et al., 2015</xref>). Although, during the recent years, advances in biotechnology have made possible the development of transgenics in pea for diseases and insect pests. For example, transgenic lines with two chimeric genes encoding the coat protein (CP) of alfalfa mosaic virus (AMV) strain NZ1 have been developed and tested under green house and field conditions for improved AMV resistance in pea. However, results showed partial virus resistance of transgenic lines having genetically modified AMV CP sequences (<xref ref-type="bibr" rid="B242">Timmerman-Vaughan et al., 2001</xref>). In another study, two antifungal genes (chitinase and glucanase) for resistance to fungal diseases have been transferred using genetic transformation, and transgenic pea has been developed by stacking these genes (<xref ref-type="bibr" rid="B3">Amian et al., 2011</xref>). Weevils are the most devastating insect of food legumes including pea. Genetic resistance to this insect is not available currently in cross-compatible germplasm. However, a gene for alpha-amylase inhibitor-1 (&#x03B1;AI) has been identified in the common bean that completely protects from weevil destruction. This has been transferred through a genetic transformation in pea, and developed transgenic lines showed resistance to this pest. Moreover, &#x03B1;AI transgenic peas are found to be less allergenic than beans or non-transgenic peas in mice (<xref ref-type="bibr" rid="B192">Reiner et al., 2013</xref>).</p>
<p>In a more recent study, four antifungal genes, <italic>1-3 &#x03B2; glucanase</italic> (G), <italic>endochitinase</italic> (C) (belonging to the PR proteins family), <italic>polygalacturonase inhibiting proteins</italic> (PGIPs) (P), and <italic>stilbene synthase</italic> (V), have been transformed for disease tolerance in European pea cultivars. This resulted in the development of transgenic lines having an individual antifungal gene or all four genes that were stacked through hybridization. However, the resistance of these transgenic lines against FRR was not consistent over the years in confined field trials probably due to lower relative gene expression in the roots (<xref ref-type="bibr" rid="B116">Kahlon et al., 2018</xref>). Although, these studies showed the possibility of developing transgenic pea against major diseases and insect pests. Thus, transgenic technologies have great promise but the economic benefits of genetically modified (GM) pea will need to surpass the regulatory costs, time, and labor involved in bringing a GM crop to market. In addition to this, more research experiments are required on issues associated with genetically modified crops, such as discrete changes in the molecular architecture, cellular function, and antigenicity of the expressed protein translated from the transferred gene in the transgenic plants. In pea, transgenic expression of a plant protein (alpha-amylase inhibitor-1) from the common bean, which is a non-native host of pea, led to the synthesis of a structurally modified form of this inhibitor. The effect of this modified protein has been studied in mice and found that non-native proteins in transgenic plants may lead to structural modification with altered immunogenicity (<xref ref-type="bibr" rid="B182">Prescott et al., 2005</xref>).</p>
</sec>
<sec id="S8.SS7">
<title>Speed Breeding</title>
<p>Environmental conditions play an instrumental role in making crop plants susceptible to biotic stresses. The changing environmental condition due to global warming provides opportunities for evolving new races and pathogens, which has significantly raised concern for meeting global food security. Therefore, there is an urgent need of developing resistant cultivars within a short period of time. However, present breeding approaches take several years to develop the resistant cultivars, and hence, the current improvement rate is inadequate to meet the future food demands. Elongated generation advancement time of crops is one of the key reasons for delay in the development of improved resistant cultivars against biotic stresses. Therefore, in recent years, speed breeding has emerged as a powerful tool for accelerating crop research and breeding as several workers have developed speed breeding protocols in pea for shortening the breeding time (<xref ref-type="bibr" rid="B83">Ghosh et al., 2018</xref>; <xref ref-type="bibr" rid="B257">Watson et al., 2018</xref>; <xref ref-type="bibr" rid="B31">Cazzola et al., 2020</xref>). These speed breeding techniques along with new biotechnological tools available in pea can accelerate the development of resistant cultivars against new emerging pathogens or races due to climate changes in the following way:</p>
<list list-type="simple">
<list-item>
<label>&#x2022;</label>
<p>Taking 4&#x2013;5 breeding generations in a year could substantially reduce the time span to release a variety.</p>
</list-item>
<list-item>
<label>&#x2022;</label>
<p>Development of RIL mapping populations within a short period of time using speed breeding can help in the rapid identification of QTLs for disease resistance and their use in the breeding program for developing improved resistant cultivars.</p>
</list-item>
<list-item>
<label>&#x2022;</label>
<p>The MABC for introgression of QTLs/genes controlling disease resistance can be faster through speed breeding leading to the rapid development of improved and resistant cultivars.</p>
</list-item>
<list-item>
<label>&#x2022;</label>
<p>The amalgamation of speed breeding with other modern breeding and biotechnological techniques such as genome editing, genomic selection, and high-throughput genotyping has great potential for accelerating the genetic gain toward the development of biotic stress-tolerant cultivars.</p>
</list-item>
</list>
</sec>
</sec>
<sec id="S9" sec-type="conclusion">
<title>Conclusion and Perspectives</title>
<p>Pea is an important and exceptionally high-yielding cool season pulse crop in the world. Numerous biotic stresses are the key constraints in harnessing the full production potential of a pea, of which fungal diseases such as PM, FW, FRR, AB, CRR, and PR causing infection during different growth stages are devastating to the crop. Nevertheless, sincere efforts have been made to elevate the productivity and production of pea, but many more milestones are yet to be achieved for making it a resilient crop to upcoming challenges. Several major and minor genes/QTLs governing important biotic stresses in pea have been dissected and mapped using existing genomic tools, nevertheless, not utilized to a large extent in regular pea breeding programs. The reliable DNA markers flanking the genes/QTLs of interest could accelerate the introgression of resistance from the resistance sources using the genomic-assisted protocol to speed up the pea breeding program accomplishments more efficiently and precisely. Updated research efforts are warranted for the amalgamation of next-generation genomics and phenomics in pea improvement programs. The schematic diagram explains how different genomic approaches can be combined to accelerate the success of a pea breeding program (<xref ref-type="fig" rid="F2">Figure 2</xref>). This figure also explains the combined use of genetic resources, genomic resources, and advanced biotechnological tools in the pea improvement program for the development of biotic stress-resistant cultivars. Underlying resistance mechanisms for AB, PM, and pea aphids have been elucidated using different pathogenic resistance proteins pertinent to the genes and pathways involved in pathogen resistance. However, more concentrated efforts are needed in the future on proteomic and transcriptomic analyses to untangle the disease and pest resistance mechanism in pea at the molecular level and to validate the sequencing results at the functional level for the identification of candidate genes controlling biotic stress resistance. This information will be certainly useful for editing or modification of crop genomes or realtered pathogens to develop resistant cultivars. Genome-wide association and genomic selection, which elucidate specific genetic variations at the genome scale, should be judiciously used for the identification of several gene(s)/QTLs exerting smaller effects on the biotic stress resistance. The transgenic technology should be exploited to let researchers utilize the variability existing outside the crop&#x2019;s primary/secondary gene pool and also offer an opportunity to conquer crossability constraints. In addition, induced gene-specific DNA methylation and epigenome editing can be exploited to generate new epigenetic alleles for different biotic stresses. Most recently, speed breeding or rapid generation advancement protocols developed for shortening breeding times (4&#x2013;5 cycles/year) have emerged as a potent technology for accelerating genetic gain in pea. Though, several tools and technologies are in hand judicious use to reap the best of them is challenging, certainly, there is a huge scope to achieve new heights in productivity enhancement by breeding biotic stress-resistant pea cultivars.</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p>Genomic-assisted breeding strategies for biotic stress tolerance.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-861191-g002.tif"/>
</fig>
</sec>
<sec id="S10">
<title>Author Contributions</title>
<p>All authors listed have made a substantial, direct, and intellectual contribution to the work, and approved it for publication.</p>
</sec>
<sec id="conf1" 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="pudiscl1" 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>
</body>
<back>
<sec id="S11" sec-type="funding-information">
<title>Funding</title>
<p>This publication has received funding support for open access fee payment from Cukurova University, Agricultural Faculty, Field Crops Department, Adana, Turkey.</p>
</sec>
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