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<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2022.986247</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>Characterization of fungal pathogens and germplasm screening for disease resistance in the main production area of the common bean in Argentina</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name><surname>Taboada</surname> <given-names>Gisel</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1712330/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Ab&#x00E1;n</surname> <given-names>Carla L.</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="author-notes" rid="fn002"><sup>&#x2020;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1957267/overview"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Mercado C&#x00E1;rdenas</surname> <given-names>Guadalupe</given-names></name>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c001"><sup>&#x002A;</sup></xref>
<uri xlink:href="http://loop.frontiersin.org/people/1941048/overview"/>
</contrib>
<contrib contrib-type="author">
<name><surname>Spedaletti</surname> <given-names>Yamila</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Aparicio Gonz&#x00E1;lez</surname> <given-names>M&#x00F3;nica</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Maita</surname> <given-names>Efrain</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author">
<name><surname>Ortega-Baes</surname> <given-names>Pablo</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff3"><sup>3</sup></xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name><surname>Galv&#x00E1;n</surname> <given-names>Marta</given-names></name>
<xref ref-type="aff" rid="aff1"><sup>1</sup></xref>
<xref ref-type="aff" rid="aff2"><sup>2</sup></xref>
<xref ref-type="corresp" rid="c002"><sup>&#x002A;</sup></xref>
</contrib>
</contrib-group>
<aff id="aff1"><sup>1</sup><institution>Consejo Nacional de Investigaciones Cient&#x00ED;ficas y T&#x00E9;cnicas (CONICET) CCT-Salta</institution>, <addr-line>Salta</addr-line>, <country>Argentina</country></aff>
<aff id="aff2"><sup>2</sup><institution>Instituto Nacional de Tecnolog&#x00ED;a Agropecuaria (INTA) EEA Salta</institution>, <addr-line>Salta</addr-line>, <country>Argentina</country></aff>
<aff id="aff3"><sup>3</sup><institution>Laboratorio de Investigaciones Bot&#x00E1;nicas (LABIBO), Facultad de Ciencias Naturales, Universidad Nacional de Salta</institution>, <addr-line>Salta</addr-line>, <country>Argentina</country></aff>
<author-notes>
<fn fn-type="edited-by"><p>Edited by: Maria Celeste Gon&#x00E7;alves-Vidigal, Universidade Estadual de Maring&#x00E1;, Brazil</p></fn>
<fn fn-type="edited-by"><p>Reviewed by: Thiago Souza, Brazilian Agricultural Research Corporation (EMBRAPA), Brazil; Carlos Urrea, University of Nebraska-Lincoln, United States</p></fn>
<corresp id="c001">&#x002A;Correspondence: Guadalupe Mercado C&#x00E1;rdenas, <email>mercado.guadalupe@inta.gob.ar</email></corresp>
<corresp id="c002">Marta Galv&#x00E1;n, <email>galvan.marta@inta.gob.ar</email></corresp>
<fn fn-type="equal" id="fn002"><p><sup>&#x2020;</sup>These authors have contributed equally to this work and share first authorship</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>07</day>
<month>09</month>
<year>2022</year>
</pub-date>
<pub-date pub-type="collection">
<year>2022</year>
</pub-date>
<volume>13</volume>
<elocation-id>986247</elocation-id>
<history>
<date date-type="received">
<day>04</day>
<month>07</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>04</day>
<month>08</month>
<year>2022</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#x00A9; 2022 Taboada, Ab&#x00E1;n, Mercado C&#x00E1;rdenas, Spedaletti, Aparicio Gonz&#x00E1;lez, Maita, Ortega-Baes and Galv&#x00E1;n.</copyright-statement>
<copyright-year>2022</copyright-year>
<copyright-holder>Taboada, Ab&#x00E1;n, Mercado C&#x00E1;rdenas, Spedaletti, Aparicio Gonz&#x00E1;lez, Maita, Ortega-Baes and Galv&#x00E1;n</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>The common bean (<italic>Phaseolus vulgaris</italic> L.) is the most important grain legume in the human diet, mainly in Africa and Latin America. Argentina is one of the five major producers of the common bean in the world, and the main cultivation areas are concentrated in the northwestern provinces of this country. Crop production of the common bean is often affected by biotic factors like some endemic fungal diseases, which exert a major economic impact on the region. The most important fungal diseases affecting the common bean in Argentina are white mold caused by <italic>Sclerotinia sclerotiorum</italic>, angular leaf spot caused by <italic>Pseudocercospora griseola</italic>, web blight and root rot caused by <italic>Rhizoctonia solani</italic>, which can cause production losses of up to 100% in the region. At the present, the most effective strategy for controlling these diseases is the use of genetic resistance. In this sense, population study and characterization of fungal pathogens are essential for developing cultivars with durable resistance. In this review we report diversity studies carried out on these three fungal pathogens affecting the common bean in northwestern Argentina, analyzing more than 200 isolates by means of molecular, morphological and pathogenic approaches. Also, the screening of physiological resistance in several common bean commercial lines and wild native germplasm is reviewed. This review contributes to the development of sustainable management strategies and cultural practices in bean production aimed to minimize yield losses due to fungal diseases in the common bean.</p>
</abstract>
<kwd-group>
<kwd>white mold</kwd>
<kwd>angular leaf spot</kwd>
<kwd>web blight</kwd>
<kwd>Rhizoctonia root rot</kwd>
<kwd><italic>Sclerotinea sclerotiorum</italic></kwd>
<kwd><italic>Pseudocercospora griseola</italic></kwd>
<kwd><italic>Rhizoctonia solani</italic></kwd>
<kwd>fungal diseases</kwd>
</kwd-group>
<counts>
<fig-count count="2"/>
<table-count count="0"/>
<equation-count count="0"/>
<ref-count count="194"/>
<page-count count="16"/>
<word-count count="14464"/>
</counts>
</article-meta>
</front>
<body>
<sec id="S1" sec-type="intro">
<title>Introduction</title>
<p>The American continent is the center of domestication of many crops that are essential in the diet of human populations, such as maize (<italic>Zea mays</italic> L.), tomato (<italic>Solanum tuberosum</italic> L.), potato (<italic>Solanum lycopersicum</italic> L.), and common bean (<italic>Phaseolus vulgaris</italic> L.). The common bean is the dry grain legume most consumed in the world due to its high content of proteins, carbohydrates, fibers and minerals, being a main part of the diet of many countries in America and Africa (<xref ref-type="bibr" rid="B24">Broughton et al., 2003</xref>; <xref ref-type="bibr" rid="B62">Gepts et al., 2008</xref>). Domestication of the common bean occurred independently in two regions throughout the continent. Therefore two major gene pools, named Mesoamerican and Andean, are recognized in the population structure of the wild and the domesticated beans (<xref ref-type="bibr" rid="B123">Papa and Gepts, 2003</xref>; <xref ref-type="bibr" rid="B122">Papa et al., 2005</xref>, <xref ref-type="bibr" rid="B124">2007</xref>; <xref ref-type="bibr" rid="B140">Rossi et al., 2009</xref>; <xref ref-type="bibr" rid="B39">Cortinovis et al., 2020</xref>; <xref ref-type="bibr" rid="B174">Tobar Pi&#x00F1;&#x00F3;n et al., 2021</xref>). Domesticated beans further diverged into genetically distinct races giving rise to the diversity of market types known today (<xref ref-type="bibr" rid="B86">Kwak and Gepts, 2009</xref>; <xref ref-type="bibr" rid="B174">Tobar Pi&#x00F1;&#x00F3;n et al., 2021</xref>).</p>
<p>Dry beans world production reached 27.5 million tons in 2020 (<xref ref-type="bibr" rid="B54">FAO, 2022</xref>). Argentina is among the top five common bean exporting countries and exports 90% of its production, supplying the crop to many Latin American countries (<xref ref-type="bibr" rid="B54">FAO, 2022</xref>). Bean production is located in the northwestern region of Argentina (NWA), comprising the provinces of Jujuy, Salta, Tucum&#x00E1;n, Santiago del Estero and Catamarca. These regions are characterized by a great climatic and environmental heterogeneity, reaching a common bean production of 633.823 tons per year (<xref ref-type="bibr" rid="B54">FAO, 2022</xref>). Within this heterogeneous landscape, biotic stress is one of the main limiting factors for bean production (<xref ref-type="bibr" rid="B15">Basavaraja et al., 2020</xref>).</p>
<p>The common bean is affected by numerous diseases caused by fungi, viruses, bacteria and nematodes that affect production in different ways. To date, more than 200 diseases that cause significant losses in bean yield have been reported (<xref ref-type="bibr" rid="B147">Schwartz and Pastor Corrales, 1989</xref>; <xref ref-type="bibr" rid="B11">Assefa et al., 2019</xref>). Although NWA presents adequate conditions for common bean development, its production is constrained by different phytosanitary problems and the lack of disease resistance varieties. The main fungal diseases that affect bean production in the region are white mold [<italic>Sclerotinia sclerotiorum</italic> (Lib.) de Bary], angular leaf spot [<italic>Pseudocercospora griseola</italic> (Sacc.) Crous and U. Braun], web blight and Rhizoctonia root rot (<italic>Rhizoctonia solani</italic> K&#x00FC;hn). These are the most dispersed diseases in the different bean production areas in the country and are the most important due to the economic losses they cause (<xref ref-type="bibr" rid="B184">Vizgarra et al., 2011</xref>, <xref ref-type="bibr" rid="B183">2012</xref>).</p>
<p>At the present, the most effective strategy for controlling these diseases is the use of genetic resistance. In this sense, population study and characterization of fungal pathogens are essential for developing cultivars with durable resistance. In this review we report diversity studies carried out on these three fungal pathogens affecting common bean in northwestern Argentina, analyzing more than 200 isolates by means of molecular, morphological and pathogenic approaches. Also, the screening of physiological resistance in several common bean commercial lines and wild native germplasm are covered in this review.</p>
</sec>
<sec id="S2">
<title>White mold</title>
<p>White mold (WM) caused by <italic>Sclerotinia sclerotiorum</italic> is one of the most destructive fungal diseases of the common bean worldwide (<xref ref-type="bibr" rid="B22">Boland and Hall, 1994</xref>). This necrotrophic fungus has a broad host range of more than 400 species in 75 plant families, including field crops, cereals, horticultural crops, trees, shrubs and several weed plants (<xref ref-type="bibr" rid="B22">Boland and Hall, 1994</xref>). Some of the major economic crops affected include dry bean, potato, soybean [<italic>Glycine max</italic> (L.) Merr.], sunflower (<italic>Helianthus annuus</italic> L.), canola (<italic>Brassica napus</italic> L.), lettuce (<italic>Lactuca sativa</italic> L.), carrot (<italic>Daucus carota</italic> L.), and pea (<italic>Pisum sativum</italic> L.) (<xref ref-type="bibr" rid="B30">Carpenter et al., 1999</xref>; <xref ref-type="bibr" rid="B102">Mert-T&#x00FC;rk et al., 2007</xref>; <xref ref-type="bibr" rid="B78">Hemmati et al., 2009</xref>; <xref ref-type="bibr" rid="B13">Attanayake et al., 2013</xref>; <xref ref-type="bibr" rid="B89">Lehner et al., 2015</xref>; <xref ref-type="bibr" rid="B3">Ab&#x00E1;n et al., 2018</xref>; <xref ref-type="bibr" rid="B121">Panullo et al., 2018</xref>). In Argentina, WM has been detected in all bean production areas, reaching seed yield and quality losses up to 80&#x2013;100% on susceptible common bean cultivars under favorable weather conditions (<xref ref-type="bibr" rid="B155">Singh and Schwartz, 2010</xref>). WM disease affects all aerial parts of plants regardless of the growth stages of the plant. Disease symptoms of WM typically begin with water-soaked lesions on leaves and stems (<xref ref-type="fig" rid="F1">Figure 1</xref>). As the disease progresses, a thick white mycelium growth followed by hard black sclerotia is observed in internal and external tissues of the plant, which causes distal portions of the plant to wilt and then become necrotic (<xref ref-type="bibr" rid="B167">Steadman and Boland, 2005</xref>). Eventually, the plant will appear bleached in color, with plant parts showing shredded characteristics due to tissue breakdown (<xref ref-type="bibr" rid="B134">Purdy, 1979</xref>). Sclerotia can germinate myceliogenically to infect adjacent plant tissues and carpogenically via apothecia from which ascospores are dispersed within the crop. Sclerotia eventually fall to the ground as infected stems dry out and the host plant dies. These sclerotia serve as the primary source of inoculum of the disease (<xref ref-type="bibr" rid="B23">Bolton et al., 2006</xref>). The longevity of sclerotia in the soil varies from 1 year (<xref ref-type="bibr" rid="B25">Brustolin et al., 2016</xref>) to up to 8 years (<xref ref-type="bibr" rid="B6">Adams, 1979</xref>), making this pathogen extremely hard to control in the field. WM disease can also be spread by the movement of seeds contaminated and sclerotia mixed with seeds from one field to another, irrigation runoff water and wind-blown ascospores, which can travel a considerable distance of 3&#x2013;4 km between fields (<xref ref-type="bibr" rid="B42">Cubeta et al., 1997</xref>; <xref ref-type="bibr" rid="B167">Steadman and Boland, 2005</xref>).</p>
<fig id="F1" position="float">
<label>FIGURE 1</label>
<caption><p>White mold symptoms on common bean <bold>(A)</bold> leaf and <bold>(B)</bold> stem. <bold>(C)</bold> Common bean cultivar showing white mold symptoms. <bold>(D)</bold> Mycelial compatibility test between three isolates of <italic>Sclerotinia sclerotiorum</italic>. The arrows indicate incompatible reactions with band of aerial mycelium in the interaction zone. <bold>(E,F)</bold> Common bean cultivars showing a susceptible reaction to <italic>Pseudocercospora griseola</italic>. <bold>(G)</bold> Andean <italic>P. griseola</italic> isolate. <bold>(H)</bold> Web blight symptoms on common bean leaf. <bold>(I)</bold> Rhizoctonia root rot symptoms on common bean. <bold>(J)</bold> <italic>Rhizoctonia solani</italic> isolates obtained from common bean seed and soil.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-986247-g001.tif"/>
</fig>
<p><italic>Sclerotinia sclerotiorum</italic> is a homothallic and haploid fungus that can reproduce asexually (clonally) by means of mycelium or sexually by means of self-fertilization or recombination (<xref ref-type="bibr" rid="B14">Attanayake et al., 2014</xref>) to produce apothecia with ascospores. However, sexual reproduction in haploid fungi is frequently equivalent to clonal reproduction (<xref ref-type="bibr" rid="B20">Billiard et al., 2012</xref>) because the genetic exchange that exists is scarce and is not enough to break the predominant pattern of clonal population structure (<xref ref-type="bibr" rid="B173">Tibayrenc and Ayala, 2012</xref>). According to recent research, mycelial compatibility groups (MCGs) are useful as a rough measure of standing genotypic diversity but are not adequate to infer population genetic processes (<xref ref-type="bibr" rid="B81">Kamvar and Everhart, 2019</xref>; <xref ref-type="fig" rid="F1">Figure 1</xref>). However, other studies have suggested taking into account the structure imposed by the MCGs in addition to a set of molecular markers in population analyses (<xref ref-type="bibr" rid="B87">Lehner and Mizubuti, 2017</xref>; <xref ref-type="bibr" rid="B90">Lehner et al., 2019</xref>; <xref ref-type="bibr" rid="B154">Silva et al., 2021</xref>). Over the past few years, the population structure of <italic>S. sclerotiorum</italic> has been extensively documented from different host crops and from different regions in the world (<xref ref-type="bibr" rid="B12">Atallah et al., 2004</xref>; <xref ref-type="bibr" rid="B152">Sexton et al., 2006</xref>; <xref ref-type="bibr" rid="B78">Hemmati et al., 2009</xref>; <xref ref-type="bibr" rid="B50">Ekins et al., 2011</xref>; <xref ref-type="bibr" rid="B13">Attanayake et al., 2013</xref>; <xref ref-type="bibr" rid="B34">Clarkson et al., 2013</xref>, <xref ref-type="bibr" rid="B35">2017</xref>; <xref ref-type="bibr" rid="B8">Aldrich-Wolfe et al., 2015</xref>; <xref ref-type="bibr" rid="B48">Dunn et al., 2017</xref>; <xref ref-type="bibr" rid="B121">Panullo et al., 2018</xref>; <xref ref-type="bibr" rid="B55">Faraghati et al., 2022</xref>). In early studies, <italic>S. sclerotiorum</italic> populations exhibited a predominantly clonal population structure with low genetic diversity based on MCGs and DNA fingerprinting genotypes (<xref ref-type="bibr" rid="B84">Kohli et al., 1992</xref>; <xref ref-type="bibr" rid="B42">Cubeta et al., 1997</xref>; <xref ref-type="bibr" rid="B76">Hambleton et al., 2002</xref>). However, in subsequent studies, evidence of recombinant populations and mixed population structures with high rates of genetic variability have been reported using microsatellite (SSR) markers and linkage disequilibrium measures (<xref ref-type="bibr" rid="B12">Atallah et al., 2004</xref>; <xref ref-type="bibr" rid="B151">Sexton and Howlett, 2004</xref>; <xref ref-type="bibr" rid="B78">Hemmati et al., 2009</xref>; <xref ref-type="bibr" rid="B14">Attanayake et al., 2014</xref>; <xref ref-type="bibr" rid="B121">Panullo et al., 2018</xref>). Whether a pathogen population is clonal or recombining is best addressed by studying the association of alleles among different loci through the index of association (<italic>I</italic><sub><italic>A</italic></sub>) (<xref ref-type="bibr" rid="B160">Smith et al., 1993</xref>; <xref ref-type="bibr" rid="B105">Milgroom, 1996</xref>) based on clone-corrected data to reduce the bias produced by overrepresented data and to increase sensitivity in the detection of recombination (<xref ref-type="bibr" rid="B105">Milgroom, 1996</xref>). Recombinant populations with high rates of genetic variability tend to have a high evolutionary potential and therefore are more likely to overcome host resistance. Thus, the presence of <italic>S. sclerotiorum</italic> recombinant populations in a particular region is of great interest to the delineation of strategies for WM management and crucial for breeders seeking to develop new resistant cultivars (<xref ref-type="bibr" rid="B105">Milgroom, 1996</xref>; <xref ref-type="bibr" rid="B98">McDonald and Linde, 2002</xref>).</p>
<p>Despite the fact that the bean crop is cultivated in many countries, the genetic diversity and population structure of <italic>S. sclerotiorum</italic> in common bean crops have only been analyzed in Brazil (<xref ref-type="bibr" rid="B89">Lehner et al., 2015</xref>, <xref ref-type="bibr" rid="B88">2017</xref>, <xref ref-type="bibr" rid="B90">2019</xref>; <xref ref-type="bibr" rid="B154">Silva et al., 2021</xref>), the United States (<xref ref-type="bibr" rid="B80">Kamvar et al., 2017</xref>) and Argentina (<xref ref-type="bibr" rid="B3">Ab&#x00E1;n et al., 2018</xref>, <xref ref-type="bibr" rid="B4">2021</xref>). In Brazil, the first study using microsatellite markers analyzed 79 isolates and reported high genotypic variability among <italic>S. sclerotiorum</italic> isolates (<xref ref-type="bibr" rid="B66">Gomes et al., 2011</xref>). However, in a subsequent study using linkage disequilibrium measures, <xref ref-type="bibr" rid="B89">Lehner et al. (2015)</xref> reported that despite the relatively high genotypic diversity observed among isolates, the SSR loci were in linkage disequilibrium, and thus, the <italic>S. sclerotiorum</italic> population had a clonal genetic structure. These results were later supported in larger studies, where the pathogen population of Brazil not only remained clonal but also structured according to MCGs (<xref ref-type="bibr" rid="B90">Lehner et al., 2019</xref>; <xref ref-type="bibr" rid="B154">Silva et al., 2021</xref>). <xref ref-type="bibr" rid="B154">Silva et al. (2021)</xref> analyzed 238 isolates, and only 22 MCGs and 64 SSR haplotypes were found, with no association between SSR haplotypes and MCGs. Although their clonal lineages were widely distributed in space and persistent over time, evidence of some degree of outcrossing was detected (<xref ref-type="bibr" rid="B154">Silva et al., 2021</xref>). In the case of common bean fields in the United States, <xref ref-type="bibr" rid="B80">Kamvar et al. (2017)</xref> reported that <italic>S. sclerotiorum</italic> populations had a clonal population structure with low genetic diversity using MCGs and SSRs. In this study, 366 isolates were analyzed from production fields and WM screening nurseries from dry bean cultivars among different geographic locations in the United States (320), France (22), Mexico (18), and Australia (6). A total of 165 MLH and 87 MCGs were observed, with no relationship between SSR haplotypes and MCGs. In contrast to Brazil, the United States populations from dry bean fields were structured by region, and no evidence of structuring by MCGs was detected.</p>
<p>In Argentina, the molecular and morphological identification of 116 <italic>S. sclerotiorum</italic> isolates from the main common bean production area was reported by <xref ref-type="bibr" rid="B3">Ab&#x00E1;n et al. (2018)</xref>. Morphological identification was confirmed by PCR amplification and sequencing of the rRNA ITS region, which presented 100% similarity compared to <italic>S. sclerotiorum</italic> sequences. In addition, a first approach of the mode of reproduction and population structure was analyzed by means of MCGs and URPs (Universal Rice Primers) molecular haplotypes (<xref ref-type="bibr" rid="B3">Ab&#x00E1;n et al., 2018</xref>). A total of 52 MCGs and 59 URP haplotypes were found. All the MCGs were location specific, while only 12% of the URP haplotypes were shared among locations. Moreover, most of the isolates were highly aggressive, while no variation among locations was observed. Based on measures of multilocus linkage disequilibrium, the occurrence of both clonal and sexual reproduction was suggested in <italic>S. sclerotiorum</italic> populations from common bean fields in northwestern Argentina (<xref ref-type="bibr" rid="B3">Ab&#x00E1;n et al., 2018</xref>). Since most population structure analyses are based on SSR markers, a later study based on microsatellite markers was performed (<xref ref-type="bibr" rid="B4">Ab&#x00E1;n et al., 2021</xref>). In this study, 109 isolates of <italic>S. sclerotiorum</italic> from six dry bean fields in the main production area of Argentina were analyzed using nine microsatellite loci. A total of 30 SSR haplotypes were identified, of which 18 haplotypes were unique. Population genetic structure analysis based on linkage disequilibrium analysis suggested the occurrence of both modes of reproductive behavior, with sexual recombination being the most frequent (<xref ref-type="bibr" rid="B4">Ab&#x00E1;n et al., 2021</xref>). The high levels of recombination and gene flow detected in this study highlighted the need for breeding programs to develop new cultivars resistant to WM.</p>
<p>The integrated management of the disease includes the use of resistant or tolerant cultivars, cultural practices, fungicide applications during the flowering stage, upright growth habit plants, wide row spacing in combination with low plant density (<xref ref-type="bibr" rid="B180">Vieira et al., 2012</xref>, <xref ref-type="bibr" rid="B181">2022</xref>), and biological control by different antagonistic fungi, bacteria and organic amendments, which has been recently reviewed by <xref ref-type="bibr" rid="B161">Smoli&#x0144;ska and Kowalska (2018)</xref>. Regarding biological control, different native strains of the genus <italic>Bacillus</italic> with the potential to control WM on bean seeds and seedlings in NWA, was reported by <xref ref-type="bibr" rid="B141">Sabat&#x00E9; et al. (2018)</xref>. To date, however, there are no known common bean cultivars with complete resistance and current biological control methods are rarely sufficient to completely reduce the population of the pathogen; thus, fungicide applications remain the most effective tool for disease control, but overuse and misuse of fungicides increase the risk of fungicide resistance emergence (<xref ref-type="bibr" rid="B98">McDonald and Linde, 2002</xref>). Moreover, populations with frequent outcrossing will have relatively higher levels of genetic diversity; thus, the risk of fungicide resistance emergence is increased (<xref ref-type="bibr" rid="B98">McDonald and Linde, 2002</xref>). Hence, the best strategy to minimize yield losses and reduce production costs in a sustainable farming context is the use of varieties with genetic resistance to WM. When evaluating genetic resistance to WM, physiological resistance and disease avoidance traits are considered for the selection of resistant genotypes. Both characteristics are quantitatively inherited, and resistance and avoidance QTLs have already been identified (<xref ref-type="bibr" rid="B106">Mkwaila et al., 2011</xref>; <xref ref-type="bibr" rid="B129">P&#x00E9;rez-Vega et al., 2012</xref>; <xref ref-type="bibr" rid="B104">Miklas et al., 2013</xref>; <xref ref-type="bibr" rid="B178">Vasconcellos et al., 2017</xref>). A comparative map including 27 QTLs for WM resistance and 36 QTLs for disease-avoidance traits was developed by <xref ref-type="bibr" rid="B104">Miklas et al. (2013)</xref>. <xref ref-type="bibr" rid="B178">Vasconcellos et al. (2017)</xref> identified 37 QTLs located in 17 loci, nine of which were defined as meta-QTLs. These are robust consensus QTLs representing effects across different environments, genetic backgrounds and related traits. Moreover, within the confidence interval for five of the meta-QTLs, candidate genes expressed under <italic>S. sclerotiorum</italic> infection, such as ethylene-responsive transcription factor, peroxidase, cell wall receptor kinase <italic>COI1</italic> and MYB transcription factor were found. These nine meta-QTLs are recommended as potential targets for molecular marker-assisted selection for partial resistance to WM in the common bean (<xref ref-type="bibr" rid="B178">Vasconcellos et al., 2017</xref>).</p>
<p>Currently, there are no commercial bean varieties available with WM resistance. In previous studies, however, low levels of resistance have been reported in genotypes of Mesoamerican origin (<xref ref-type="bibr" rid="B51">Ender and Kelly, 2005</xref>; <xref ref-type="bibr" rid="B125">Pascual et al., 2010</xref>; <xref ref-type="bibr" rid="B106">Mkwaila et al., 2011</xref>) and in wild beans (<xref ref-type="bibr" rid="B172">Terpstra and Kelly, 2008</xref>; <xref ref-type="bibr" rid="B106">Mkwaila et al., 2011</xref>), and high levels of resistance have been reported in genotypes of Andean origin (<xref ref-type="bibr" rid="B97">Maxwell et al., 2007</xref>; <xref ref-type="bibr" rid="B157">Singh et al., 2007</xref>; <xref ref-type="bibr" rid="B125">Pascual et al., 2010</xref>; <xref ref-type="bibr" rid="B106">Mkwaila et al., 2011</xref>; <xref ref-type="bibr" rid="B163">Soule et al., 2011</xref>; <xref ref-type="bibr" rid="B129">P&#x00E9;rez-Vega et al., 2012</xref>). In addition, higher levels of WM resistance have been introgressed from interspecific crosses with secondary gene pool <italic>Phaseolus</italic> species such as <italic>P. coccineus</italic>, <italic>P. polyanthus</italic>, and <italic>P. costaricensis</italic> (<xref ref-type="bibr" rid="B148">Schwartz et al., 2006</xref>; <xref ref-type="bibr" rid="B158">Singh et al., 2009</xref>, <xref ref-type="bibr" rid="B159">2013</xref>, <xref ref-type="bibr" rid="B156">2014</xref>).</p>
<p>In Argentina, the physiological resistance of 20 common bean accessions (cultivars and lines) was assessed at 7, 14, and 21 days post-inoculation with five genetically distinct isolates of <italic>S. sclerotiorum</italic> collected from the main common bean growing area of NWA (<xref ref-type="bibr" rid="B2">Aban et al., 2020</xref>). These isolates were previously characterized using URP and SSR molecular markers, MCGs and pathogenicity tests (<xref ref-type="bibr" rid="B3">Ab&#x00E1;n et al., 2018</xref>, <xref ref-type="bibr" rid="B2">Aban et al., 2020</xref>). Based on the modified Petzoldt and Dickson scale (<xref ref-type="bibr" rid="B171">Ter&#x00E1;n et al., 2006</xref>), all cultivars and lines were susceptible at the end of the assessment, except line A 195, which was resistant to WM against the five isolates tested and was significantly different from all accessions. Line A 195 is a registered WM-resistant germplasm (<xref ref-type="bibr" rid="B157">Singh et al., 2007</xref>) from the Centro Internacional de Agricultura Tropical (CIAT) in Colombia. In previous studies, line A 195 showed partial levels of resistance to different highly and weakly aggressive <italic>S. sclerotiorum</italic> isolates (<xref ref-type="bibr" rid="B182">Viteri et al., 2015</xref>), including one pathogen isolate (ARS12D) collected in Salta, Argentina in 2012 (<xref ref-type="bibr" rid="B182">Viteri et al., 2015</xref>). Regional common bean breeding programs aimed at obtaining broadly adapted cultivars with durable resistance to WM should account for the regional variation within a pathogen population to ensure the development and release of durable WM-resistant common bean cultivars. Line A 195 is a promising parental genotype to be used in regional breeding programs.</p>
</sec>
<sec id="S3">
<title>Angular leaf spot</title>
<p>Angular leaf spot (ALS), caused by the ascomycota fungus <italic>Pseudocercospora griseola</italic>, is one of the diseases that causes great economic losses to bean production (<xref ref-type="bibr" rid="B145">Schoch et al., 2009</xref>). This pathogen is an important etiological agent mainly in countries with subtropical and tropical climates, such as Brazil, Argentina, Bolivia and African countries (<xref ref-type="bibr" rid="B73">Guzm&#x00E1;n et al., 1995</xref>; <xref ref-type="bibr" rid="B127">Pastor-Corrales et al., 1998</xref>; <xref ref-type="bibr" rid="B187">Vizgarra et al., 1999</xref>, <xref ref-type="bibr" rid="B184">2011</xref>; <xref ref-type="bibr" rid="B132">Ploper et al., 2002</xref>, <xref ref-type="bibr" rid="B131">2016</xref>; <xref ref-type="bibr" rid="B52">Espeche et al., 2018</xref>). In recent years, the incidence of the disease has increased, causing great economic losses, favored by the monoculture system and the narrow genetic base of the commercial bean varieties. In Argentina, yield losses in common bean crops range from 20 to 50% (<xref ref-type="bibr" rid="B168">Stenglein, 2007</xref>), and in other regions, such as Brazil and African countries, yield losses can reach up to 80% of the total crop production (<xref ref-type="bibr" rid="B46">De Jesus et al., 2007</xref>; <xref ref-type="bibr" rid="B155">Singh and Schwartz, 2010</xref>).</p>
<p>ALS disease is mainly destructive in warm and humid areas, affecting the yield and quality of bean seeds. Symptoms are visible on leaves and pods, which present angular brown interveinal spots and circular brown lesions, respectively (<xref ref-type="fig" rid="F1">Figure 1</xref>). The spots on the leaves eventually coalesce, causing premature defoliation (<xref ref-type="bibr" rid="B41">Crous et al., 2006</xref>). The pathogen conidia are spread mainly by wind and water droplets. However, agricultural practices have a great influence on the spread of the disease, being carried by agricultural implements and contaminated seeds that facilitate pathogen transmission.</p>
<p>In Argentina, ALS is considered one of the most destructive and problematic diseases for bean production (<xref ref-type="bibr" rid="B184">Vizgarra et al., 2011</xref>, <xref ref-type="bibr" rid="B183">2012</xref>, <xref ref-type="bibr" rid="B185">2016</xref>; <xref ref-type="bibr" rid="B52">Espeche et al., 2018</xref>). In NWA ALS is a widely distributed fungal disease, particularly in the south of Salta and southeast of Catamarca, mainly in black bean cultivars and in seasons with above-average rainfall during the reproductive period of the crop (<xref ref-type="bibr" rid="B131">Ploper et al., 2016</xref>). Under high disease pressure, a substantial reduction in leaf area is observed and the photosynthetic capacity of bean plants decreases during grain filling, when the demand for photosynthates is the highest (<xref ref-type="fig" rid="F2">Figure 2</xref>; <xref ref-type="bibr" rid="B36">Cole, 1966</xref>; <xref ref-type="bibr" rid="B75">Hagedorn and Wade, 1974</xref>; <xref ref-type="bibr" rid="B146">Schwartz and Galvez, 1980</xref>; <xref ref-type="bibr" rid="B26">Cardona Mej&#x00ED;a et al., 1995</xref>).</p>
<fig id="F2" position="float">
<label>FIGURE 2</label>
<caption><p><bold>(A)</bold> Plants showing angular leaf spot symptoms in a common bean field in northwestern Argentina. <bold>(B)</bold> Argentinean wild bean exhibiting its characteristic indeterminate growth habit. <bold>(C)</bold> Wild bean showing angular leaf spot symptoms.</p></caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-13-986247-g002.tif"/>
</fig>
<p>Knowledge of the genetic variability of the pathogen population present in each crop-producing region is extremely important for the development of effective management strategies. The ALS pathogen is known for the wide virulence diversity exhibited by isolates from different locations. <italic>P. griseola</italic> pathotypes are defined based on the pathogenicity reaction to a set of 12 common bean differential genotypes (<xref ref-type="bibr" rid="B126">Pastor-Corrales and Jara, 1995</xref>; <xref ref-type="supplementary-material" rid="TS1">Supplementary Table 1</xref>). Based on their reaction to ALS differential cultivars, all <italic>P. griseola</italic> pathotypes (known as races) are separated into Andean and Mesoamerican pathotype groups that correspond to the two common bean gene pools, sustaining the coevolution of the pathogen with its common bean host (<xref ref-type="bibr" rid="B73">Guzm&#x00E1;n et al., 1995</xref>; <xref ref-type="bibr" rid="B92">Mahuku et al., 2002a</xref>; <xref ref-type="bibr" rid="B169">Stenglein and Balatti, 2006</xref>; <xref ref-type="bibr" rid="B138">Rezene et al., 2018</xref>). Isolates obtained from Andean cultivars were virulent only in Andean bean differential cultivars, which is why these races were called Andean, while isolates from Mesoamerican cultivars were virulent in Mesoamerican ones (<xref ref-type="bibr" rid="B18">Beebe and Pastor-Corrales, 1991</xref>; <xref ref-type="bibr" rid="B92">Mahuku et al., 2002a</xref>; <xref ref-type="bibr" rid="B169">Stenglein and Balatti, 2006</xref>). The existence of a third group of races, named Afro-Andean group, capable of infecting both Andean and Mesoamerican differential cultivars has been reported (<xref ref-type="bibr" rid="B92">Mahuku et al., 2002a</xref>,<xref ref-type="bibr" rid="B93">b</xref>; <xref ref-type="bibr" rid="B189">Wagara et al., 2004</xref>, <xref ref-type="bibr" rid="B190">2011</xref>; <xref ref-type="bibr" rid="B150">Serrato-Diaz et al., 2020</xref>). The set of differential cultivars has been widely used throughout the world, allowing the comparison of <italic>P. griseola</italic> races between different localities, countries and even continents. The isolation and characterization of <italic>P. griseola</italic> in Argentina was first reported by <xref ref-type="bibr" rid="B169">Stenglein and Balatti (2006)</xref>. In this study, 45 isolates collected within the main common bean production area in NWA were classified into 13 races based on the set of bean differential cultivars. Some races, such as 63&#x2013;15 and 63&#x2013;7, occurred more frequently than others with the coexistence of different races in certain areas of production (<xref ref-type="bibr" rid="B169">Stenglein and Balatti, 2006</xref>). The most pathogenic race was 63&#x2013;63 reported in Z&#x00E1;rate, Tucum&#x00E1;n. Races that overcome the resistance of all differential cultivars have been reported in Argentina, Central America, Brazil, and Africa, suggesting the need to expand the number of differential cultivars to better identify these pathotypes (<xref ref-type="bibr" rid="B169">Stenglein and Balatti, 2006</xref>; <xref ref-type="bibr" rid="B113">Nay et al., 2019b</xref>). In this sense, new genotypes have been proposed as candidates to expand the standard set of differential cultivars (<xref ref-type="bibr" rid="B113">Nay et al., 2019b</xref>).</p>
<p>DNA sequence-based comparisons are of great importance to determine the diversity of a pathogen in a region and ensure the availability of an up-to-date barcode that provides meaningful information for plant health (<xref ref-type="bibr" rid="B40">Crous et al., 2013</xref>). The ITS region has been widely used by mycologists as a standard barcode, and ITS sequences are currently available for several fungal species identified in public databases (<xref ref-type="bibr" rid="B19">Begerow et al., 2010</xref>; <xref ref-type="bibr" rid="B144">Schoch et al., 2012</xref>; <xref ref-type="bibr" rid="B137">Rezaee Danesh and Demir, 2020</xref>). With respect to <italic>P. griseola</italic>, <xref ref-type="bibr" rid="B10">Aparicio (2020)</xref> reported the taxonomical identification of Argentinian pathotypes based on ITS sequences, differentiating the isolates of <italic>P. griseola</italic> f. <italic>mesoamericana</italic> from the isolates of <italic>P. griseola</italic> f. <italic>griseola</italic>, generating a phylogenetic tree similar to that previously obtained by <xref ref-type="bibr" rid="B41">Crous et al. (2006)</xref>. In addition, polymorphic sites in the sequences of the ITS 1 and ITS 2 regions were identified, which are useful for the development of diagnostic specific oligonucleotides based on the single nucleotide polymorphisms (SNPs) detected.</p>
<p>Several molecular markers have been used to analyze ALS pathogen variability (<xref ref-type="bibr" rid="B72">Guzm&#x00E1;n et al., 1999</xref>; <xref ref-type="bibr" rid="B93">Mahuku et al., 2002b</xref>,<xref ref-type="bibr" rid="B94">2009</xref>; <xref ref-type="bibr" rid="B169">Stenglein and Balatti, 2006</xref>; <xref ref-type="bibr" rid="B1">Abadio et al., 2012</xref>; <xref ref-type="bibr" rid="B43">Ddamulira et al., 2014</xref>; <xref ref-type="bibr" rid="B114">Nay et al., 2019a</xref>). However, finding genetically accurate and operationally simple markers for the study of <italic>P. griseola</italic> variability is not an easy task (<xref ref-type="bibr" rid="B93">Mahuku et al., 2002b</xref>). In Argentina, high levels of genetic diversity were observed within the Mesoamerican and Andean groups of the fungus using dominant molecular markers (<xref ref-type="bibr" rid="B169">Stenglein and Balatti, 2006</xref>; <xref ref-type="bibr" rid="B10">Aparicio, 2020</xref>), in agreement with previous reports from Africa and Brazil (<xref ref-type="bibr" rid="B93">Mahuku et al., 2002b</xref>; <xref ref-type="bibr" rid="B1">Abadio et al., 2012</xref>). Molecular analyses of Argentinean <italic>P. griseola</italic> isolates performed with RAPD and ISSR markers (<xref ref-type="bibr" rid="B168">Stenglein, 2007</xref>) significantly distinguished between the Mesoamerican and Andean isolates; however, unique band patterns or haplotypes were generated for less than 50% of the isolates analyzed. <xref ref-type="bibr" rid="B72">Guzm&#x00E1;n et al. (1999)</xref> developed specific primers to identify <italic>P. griseola</italic> isolates of each gene pool. However, these specific primers were only efficient in differentiating isolates of Andean origin when used on Argentinean isolates (<xref ref-type="bibr" rid="B10">Aparicio, 2020</xref>), demonstrating the wide variability exhibited by isolates from different regions. On the other hand, URP markers were found to be useful tools to differentiate ALS pathogen isolates, being even more efficient than RAPD and ISSR markers (<xref ref-type="bibr" rid="B10">Aparicio, 2020</xref>).</p>
<p>Diversity studies of isolates from Argentina showed that <italic>P. griseola</italic> had great pathogenic variability (<xref ref-type="bibr" rid="B168">Stenglein, 2007</xref>; <xref ref-type="bibr" rid="B10">Aparicio, 2020</xref>). Although Mesoamerican isolates of <italic>P. griseola</italic> had greater genetic diversity than the Andean isolates (<xref ref-type="bibr" rid="B189">Wagara et al., 2004</xref>), <xref ref-type="bibr" rid="B10">Aparicio (2020)</xref> reported a greater diversity in the Andean group. This may be due to the introgression of genes from the Mesoamerican to Andean isolates, which was also suggested by <xref ref-type="bibr" rid="B168">Stenglein (2007)</xref>, since in this region, both types of beans (Mesoamerican and Andean) are grown. Moreover, in the same leaf of a bean plant, isolates belonging to the Mesoamerican and Andean groups can be found (<xref ref-type="bibr" rid="B72">Guzm&#x00E1;n et al., 1999</xref>; <xref ref-type="bibr" rid="B169">Stenglein and Balatti, 2006</xref>; <xref ref-type="bibr" rid="B168">Stenglein, 2007</xref>; <xref ref-type="bibr" rid="B40">Crous et al., 2013</xref>). Based on what is known about the coevolution between the gene pools of the host and the pathogen of the common bean and the high virulence and potential for overcoming resistance of the pathogen, Andean and Mesoamerican resistance gene pyramiding would be the most appropriate strategy to generate cultivars with durable ALS resistance (<xref ref-type="bibr" rid="B45">de Carvalho et al., 1998</xref>; <xref ref-type="bibr" rid="B142">Sartorato et al., 1999</xref>; <xref ref-type="bibr" rid="B38">Corr&#x00EA;a et al., 2001</xref>; <xref ref-type="bibr" rid="B110">Namayanja et al., 2006</xref>; <xref ref-type="bibr" rid="B67">Gon&#x00E7;alves-Vidigal et al., 2011</xref>, <xref ref-type="bibr" rid="B68">2013</xref>; <xref ref-type="bibr" rid="B184">Vizgarra et al., 2011</xref>; <xref ref-type="bibr" rid="B116">Oblessuc et al., 2012</xref>, <xref ref-type="bibr" rid="B117">2013</xref>, <xref ref-type="bibr" rid="B118">2015</xref>; <xref ref-type="bibr" rid="B69">Goncalves-Vidigal et al., 2020</xref>).</p>
<p>To date, integrated management is the most widely used strategy for ALS management, which involves cultural methods (crop rotation, seed sanitation and adequate planting dates), chemical methods (fungicide use) and biological methods (resistant genotypes). Numerous studies agree that the most sustainable strategy to control ALS disease is the use of resistant cultivars. Many genotypes were evaluated in search of new sources of ALS resistance, including the identification of SNP markers to be used in breeding assisted selection and pyramidization of resistance genes (<xref ref-type="bibr" rid="B155">Singh and Schwartz, 2010</xref>; <xref ref-type="bibr" rid="B113">Nay et al., 2019b</xref>). The TUC 550 cultivar, was the first black bean cultivar with resistance to ALS in Argentina developed by the Estaci&#x00F3;n Experimental Agropecuaria Obispo Colombres (EEAOC) from germplasm introduced from CIAT. This cultivar was released in 2010 and showed resistance to different races of the pathogen that were the most prevalent in bean cultivated areas (<xref ref-type="bibr" rid="B186">Vizgarra et al., 2018</xref>). These results highlight the importance of knowing the local variability of <italic>P. griseola</italic> isolates to generate genotypes adapted to the region and with durable resistance over time. Other cultivars, such as MAB 333 and MAB 336, introduced from CIAT reported high levels of resistance to angular leaf spot in field evaluations (<xref ref-type="bibr" rid="B184">Vizgarra et al., 2011</xref>). Recently, the TUC180 and TUC241 cultivars, that are red and cranberry type beans, were reported to be resistant to races 63&#x2013;7 and 31&#x2013;0 by <xref ref-type="bibr" rid="B10">Aparicio (2020)</xref>. These genotypes are new potential parents for future combinations, considering that breeding for ALS resistance should be continuous because of the high pathogenic variability exhibited by the pathogen.</p>
<p>The identification of new resistance genes is a major goal for geneticists to broaden the common bean genetic base against the ALS pathogen, to understand the nature of defense genes and to define haplotypes for marker design to assist in breeding. Resistance to the ALS pathogen is largely conferred by single dominant resistance genes, named <italic>Phg-1</italic>, <italic>Phg-2</italic>, and <italic>Phg-3</italic>, but a quantitative nature of resistance that includes two major QTLs named <italic>Phg-4</italic> and <italic>Phg-5</italic> has also been reported (<xref ref-type="bibr" rid="B45">de Carvalho et al., 1998</xref>; <xref ref-type="bibr" rid="B142">Sartorato et al., 1999</xref>; <xref ref-type="bibr" rid="B38">Corr&#x00EA;a et al., 2001</xref>; <xref ref-type="bibr" rid="B170">Teixeira et al., 2005</xref>; <xref ref-type="bibr" rid="B110">Namayanja et al., 2006</xref>; <xref ref-type="bibr" rid="B31">Chataika et al., 2010</xref>; <xref ref-type="bibr" rid="B67">Gon&#x00E7;alves-Vidigal et al., 2011</xref>, <xref ref-type="bibr" rid="B68">2013</xref>; <xref ref-type="bibr" rid="B117">Oblessuc et al., 2013</xref>, <xref ref-type="bibr" rid="B116">2012</xref>; <xref ref-type="bibr" rid="B82">Keller et al., 2015</xref>; <xref ref-type="bibr" rid="B112">Nay et al., 2018</xref>, <xref ref-type="bibr" rid="B114">2019a</xref>). The <italic>Phg-1</italic>, <italic>Phg-4</italic>, and <italic>Phg-5</italic> loci are from common bean cultivars of the Andean gene pool, whereas <italic>Phg-2</italic> and <italic>Phg-3</italic> are from beans of the Mesoamerican gene pool. The <italic>Phg-1</italic> locus mapped on chromosome Pv01 in the AND 277 cultivar (<xref ref-type="bibr" rid="B67">Gon&#x00E7;alves-Vidigal et al., 2011</xref>), the <italic>Phg-2</italic> locus mapped on chromosome Pv08 in M&#x00E9;xico 54 cultivar and its allele <italic>Phg-2<sup>2</sup></italic> is present in BAT 332 (<xref ref-type="bibr" rid="B142">Sartorato et al., 1999</xref>; <xref ref-type="bibr" rid="B110">Namayanja et al., 2006</xref>), and the <italic>Phg-3</italic> locus mapped on Pv04 in the Ouro Negro cultivar (<xref ref-type="bibr" rid="B38">Corr&#x00EA;a et al., 2001</xref>; <xref ref-type="bibr" rid="B53">Faleiro et al., 2003</xref>; <xref ref-type="bibr" rid="B68">Gon&#x00E7;alves-Vidigal et al., 2013</xref>). On the other hand, the major QTL <italic>Phg-4</italic> mapped on chromosome Pv04 in the G5686 and CAL 143 cultivars (<xref ref-type="bibr" rid="B94">Mahuku et al., 2009</xref>; <xref ref-type="bibr" rid="B116">Oblessuc et al., 2012</xref>; <xref ref-type="bibr" rid="B82">Keller et al., 2015</xref>; <xref ref-type="bibr" rid="B164">Souza et al., 2016</xref>), and the QTL <italic>Phg-5</italic> mapped on Pv10 in the CAL 143 and G5686 cultivars (<xref ref-type="bibr" rid="B116">Oblessuc et al., 2012</xref>, <xref ref-type="bibr" rid="B117">2013</xref>; <xref ref-type="bibr" rid="B82">Keller et al., 2015</xref>; <xref ref-type="bibr" rid="B164">Souza et al., 2016</xref>).</p>
<p>Currently, breeding is based on a few well-characterized single resistance genes that are easily transferred to elite commercial cultivars (<xref ref-type="bibr" rid="B113">Nay et al., 2019b</xref>). However, due to the wide virulence diversity of <italic>P. griseola</italic>, there is a high risk of losing this resistance. Therefore, new breeding strategies based on a broad diversity of qualitative and quantitative spectra of resistance genes are essential for the development of cultivars with durable resistance (<xref ref-type="bibr" rid="B113">Nay et al., 2019b</xref>).</p>
<p>Until a few years ago, most ALS resistance studies were based on biparental mapping populations with the identification of associated markers that were often polymorphic only in segregating populations from specific crosses. Currently, with the availability of a reference genome of common bean (<xref ref-type="bibr" rid="B143">Schmutz et al., 2014</xref>; <xref ref-type="bibr" rid="B188">Vlasova et al., 2016</xref>) and the development of high-throughput genotyping platforms (<xref ref-type="bibr" rid="B79">Hyten et al., 2010</xref>; <xref ref-type="bibr" rid="B70">Goretti et al., 2014</xref>; <xref ref-type="bibr" rid="B71">Gujaria-Verma et al., 2016</xref>; <xref ref-type="bibr" rid="B135">Raatz et al., 2019</xref>), genome-wide association studies (GWAS) have become an efficient and powerful tool for the discovery of novel ALS resistance genes (<xref ref-type="bibr" rid="B130">Perseguini et al., 2016</xref>; <xref ref-type="bibr" rid="B194">Zuiderveen et al., 2016</xref>; <xref ref-type="bibr" rid="B175">Tock et al., 2017</xref>; <xref ref-type="bibr" rid="B56">Fritsche-Neto et al., 2019</xref>; <xref ref-type="bibr" rid="B114">Nay et al., 2019a</xref>; <xref ref-type="bibr" rid="B179">Vidigal Filho et al., 2020</xref>). <xref ref-type="bibr" rid="B130">Perseguini et al. (2016)</xref>, using GWAS with 180 common bean accessions, identified QTLs controlling resistance to anthracnose and ALS diseases. A total of 11 SSRs and 17 SNPs associated with resistance to race 0&#x2013;39 of <italic>P. griseola</italic> were detected. The authors reported three SNP markers, two located on chromosome Pv03 and one on Pv07, that were associated with both diseases. <xref ref-type="bibr" rid="B114">Nay et al. (2019a)</xref> conducted GWAS in a large common bean panel, which included the ALS most resistant genotypes available at CIAT, and tested it under greenhouse and field conditions at multiple sites in Colombia and Uganda. A major ALS resistance locus conferring resistance in all trials was detected on chromosome Pv08, coinciding with the previously characterized resistance locus <italic>Phg-2</italic> (<xref ref-type="bibr" rid="B142">Sartorato et al., 1999</xref>). The resistance locus <italic>Phg-4</italic> on chromosome Pv04 was effective against one particular pathotype. Moreover, DNA sequence-based clustering identified eleven functional haplotypes at <italic>Phg-2</italic>; one conferred broad-spectrum ALS resistance, and six showed pathotype-specific effects (<xref ref-type="bibr" rid="B114">Nay et al., 2019a</xref>). The authors highlighted the importance of ALS pathotype specificity for durable resistance management strategies in common bean. <xref ref-type="bibr" rid="B56">Fritsche-Neto et al. (2019)</xref> performed GWAS in 60 inbred elite lines from Brazil and evaluated them under field conditions, identifying one SNP associated with ALS resistance loci on chromosome Pv10 and two SNPs associated with anthracnose resistance loci on chromosome Pv02. <xref ref-type="bibr" rid="B179">Vidigal Filho et al. (2020)</xref> conducted a GWAS approach using 115 Brazilian accessions and reported SNP markers associated with resistance to race 31&#x2013;23 of <italic>P. griseola</italic>, which mapped on chromosomes Pv02 and Pv04, whereas for race 63&#x2013;39, SNPs were mapped on chromosomes Pv03, Pv06, and Pv08. Recently, <xref ref-type="bibr" rid="B44">de Almeida et al. (2021)</xref> performed GWAS and linkage mapping approaches to identify ALS resistance loci at different plant growth stages. Different QTLs were detected showing a different quantitative profile of the disease at different plant growth stages. The previously reported <italic>Phg-1, Phg-2</italic>, <italic>Phg-4</italic>, and <italic>Phg-5</italic> loci were validated, and a new QTL named ALS11.1<italic><sup>AM</sup></italic> located at the beginning of chromosome Pv11 was reported (<xref ref-type="bibr" rid="B44">de Almeida et al., 2021</xref>). All these studies, based on high-throughput genotyping platforms and GWAS, revealed several resistance genes involved in the ALS response. Molecular markers cosegregating with these resistance loci and haplotypes represent a powerful tool for the development of superior varieties with improved levels of ALS resistance.</p>
<p>Domestication has narrowed the genetic diversity of common beans and, in recent decades, plant breeding has accelerated this process decreasing their potential to adapt to changing conditions of biotic and abiotic stress. Common bean wild relatives represent a particular source of variability for many genetically important traits and have been identified as a source of resistance to some biotic stresses, such as bruchids (<xref ref-type="bibr" rid="B85">Kornegay et al., 1993</xref>; <xref ref-type="bibr" rid="B120">Osborn et al., 2003</xref>), white mold (<xref ref-type="bibr" rid="B106">Mkwaila et al., 2011</xref>), common bacterial blight (<xref ref-type="bibr" rid="B17">Beaver et al., 2012</xref>) and web blight (<xref ref-type="bibr" rid="B17">Beaver et al., 2012</xref>). NWA represents the southern limit of the Andean gene pool of bean and is probably an area of domestication (<xref ref-type="fig" rid="F2">Figure 2</xref>; <xref ref-type="bibr" rid="B86">Kwak and Gepts, 2009</xref>; <xref ref-type="bibr" rid="B139">Rodriguez et al., 2015</xref>). High levels of genetic diversity in Argentinean wild populations have been reported, suggesting that the Andean gene pool has a large genetic base in this region (<xref ref-type="bibr" rid="B100">Men&#x00E9;ndez-Sevillano, 2002</xref>; <xref ref-type="bibr" rid="B60">Galv&#x00E1;n et al., 2006</xref>, <xref ref-type="bibr" rid="B58">2010a</xref>). A high level of tolerance to <italic>P. griseola</italic> races was observed in wild beans from NWA with the identification of resistance gene analog sequences (<xref ref-type="bibr" rid="B168">Stenglein, 2007</xref>; <xref ref-type="bibr" rid="B59">Galv&#x00E1;n et al., 2010b</xref>). Recent studies based on 34 wild bean populations evaluated with three of the most widely distributed races in the main cultivation areas in Argentina was reported by <xref ref-type="bibr" rid="B10">Aparicio (2020)</xref>. Resistant and tolerant genotypes were observed depending on the pathotype tested. Three wild genotypes resulted resistant to race 63-7, while the other six genotypes were tolerant. This wild germplasm represents new sources of Andean resistance genes and is of great interest to broader the genetic base of bean cultivars.</p>
</sec>
<sec id="S4">
<title>Web blight</title>
<p>Common bean web blight (WB), caused by the basidiomycete fungus <italic>R. solani</italic> Kuhn [teleomorph <italic>Thanatephorus cucumeris</italic> (Frank) Donk] is among the most economically important epidemics, given its level of dispersion in bean production areas in the humid tropics causing significant losses in seed quality and yield (<xref ref-type="bibr" rid="B16">Beaver et al., 2021</xref>). Web blight is a limiting factor in Argentina (<xref ref-type="bibr" rid="B183">Vizgarra et al., 2012</xref>; <xref ref-type="bibr" rid="B165">Spedaletti et al., 2016</xref>) and in other regions of Central America and the Caribbean (<xref ref-type="bibr" rid="B61">G&#x00E1;lvez et al., 1989</xref>; <xref ref-type="bibr" rid="B64">Godoy-Lutz et al., 2008</xref>; <xref ref-type="bibr" rid="B108">Mora-Uma&#x00F1;a et al., 2013</xref>), Brazil (<xref ref-type="bibr" rid="B9">Alves de Sousa et al., 2014</xref>; <xref ref-type="bibr" rid="B21">Boari et al., 2020</xref>; <xref ref-type="bibr" rid="B32">Chavarro-Mesa et al., 2020</xref>), and Africa (<xref ref-type="bibr" rid="B191">Wortmann et al., 1998</xref>; <xref ref-type="bibr" rid="B95">Masangano and Miles, 2004</xref>). WB epidemics are favored by rainy weather, high relative humidity (&#x003E;80%) and high-to-moderate temperature (30&#x2013;20&#x00B0;C) (<xref ref-type="bibr" rid="B61">G&#x00E1;lvez et al., 1989</xref>). The WB fungus has a wide host range and the capacity to survive saprophytically as sclerotia and mycelium in the soil and on plant debris (<xref ref-type="bibr" rid="B27">Cardoso and Luz, 1981</xref>), limiting the effectiveness of crop rotation to control the disease. Rain drops are an important source of WB infection splashing soil particles containing mycelium and sclerotia of the pathogen. The basidial stage of the WB pathogen produce basidiospores which are disseminated and produce small circular lesions on the leaves in the canopy. Under humid and warm weather conditions, the lesions expand into irregularly shaped, water soaked lesions and coalesce giving a scalded appearance to infected plants (<xref ref-type="fig" rid="F1">Figure 1</xref>; <xref ref-type="bibr" rid="B63">Godoy-Lutz et al., 1996</xref>).</p>
<p>WB pathogen identification resides on assigning <italic>R. solani</italic> isolates to anastomosis groups (AGs) based on the mycelial compatibility between them (<xref ref-type="bibr" rid="B162">Sneh et al., 1991</xref>; <xref ref-type="bibr" rid="B28">Carling, 1996</xref>). Currently, 15 AGs, with numerous subgroups, have been reported (<xref ref-type="bibr" rid="B91">Liu and Sinclair, 1993</xref>; <xref ref-type="bibr" rid="B28">Carling, 1996</xref>; <xref ref-type="bibr" rid="B29">Carling et al., 2002</xref>; <xref ref-type="bibr" rid="B153">Sharon et al., 2008</xref>), of which AG 1, AG 2, and AG 4 have been associated with common bean WB (<xref ref-type="bibr" rid="B57">Galindo et al., 1982</xref>; <xref ref-type="bibr" rid="B61">G&#x00E1;lvez et al., 1989</xref>; <xref ref-type="bibr" rid="B176">Tu et al., 1996</xref>; <xref ref-type="bibr" rid="B65">Godoy-Lutz et al., 2003</xref>, <xref ref-type="bibr" rid="B64">2008</xref>; <xref ref-type="bibr" rid="B192">Yang et al., 2007</xref>; <xref ref-type="bibr" rid="B47">Dubey et al., 2014</xref>). Some of these AGs were further divided into intraspecific groups (ISGs) based on rDNA-ITS sequence analyses, epidemiological differences and cultural characteristics (AG 1-IA, AG 1-IB, AG 1-IE, AG 1-IF, AG 2-2IV, AG 2-2WB; <xref ref-type="bibr" rid="B65">Godoy-Lutz et al., 2003</xref>, <xref ref-type="bibr" rid="B64">2008</xref>). Web blight isolates from different regions of Latin America and the Caribbean, where WB is endemic, have been identified by the analysis of rDNA-ITS sequences (<xref ref-type="bibr" rid="B65">Godoy-Lutz et al., 2003</xref>, <xref ref-type="bibr" rid="B64">2008</xref>; <xref ref-type="bibr" rid="B165">Spedaletti et al., 2016</xref>). AG1 IE and AG-1 IF isolates have been reported as the most common and aggressive within the AG-1 complex, infecting common bean cultivars with moderate levels of resistance (<xref ref-type="bibr" rid="B64">Godoy-Lutz et al., 2008</xref>). However, isolates of AG 2-2WB associated with bean WB in Honduras, Costa Rica, Dominican Republic and Ecuador, have been reported (<xref ref-type="bibr" rid="B65">Godoy-Lutz et al., 2003</xref>, <xref ref-type="bibr" rid="B64">2008</xref>; <xref ref-type="bibr" rid="B108">Mora-Uma&#x00F1;a et al., 2013</xref>).</p>
<p>In Argentina, the molecular identification of <italic>R. solani</italic> causing WB in cultivated bean fields has been reported by <xref ref-type="bibr" rid="B165">Spedaletti et al. (2016)</xref>. In this study 97 isolates recovered from bean plants showing symptoms of WB were identified as <italic>R. solani</italic> AG 2-2WB by means of specific primers and the phylogenetic analysis of rDNA-ITS sequences. Moreover, a great variability in virulence was observed among the isolates in a pathogenicity assay performed in black bean seedlings using colonized wheat grains as source of inoculum. Thirty-two percent of the isolates resulted as highly virulent on the basis of the disease reaction on foliar tissues and no correlation between virulence and geographical origin was detected. Moreover, a few isolates were aggressive on hypocotyls supporting previous observations (<xref ref-type="bibr" rid="B63">Godoy-Lutz et al., 1996</xref>; <xref ref-type="bibr" rid="B177">Valent&#x00ED;n Torres et al., 2016</xref>). Isolates recovered from wild beans (<italic>Phaseolus vulgaris</italic> var. <italic>aborigineus</italic>) growing in the same area have also been identified as <italic>R. solani</italic> AG 2-2WB (<xref ref-type="bibr" rid="B65">Godoy-Lutz et al., 2003</xref>, <xref ref-type="bibr" rid="B64">2008</xref>; <xref ref-type="bibr" rid="B165">Spedaletti et al., 2016</xref>).</p>
<p>The use of resistant cultivars is an important factor of an integrated management of WB disease. <xref ref-type="bibr" rid="B16">Beaver et al. (2021)</xref> recently reviewed the status of breeding for resistance to WB in common bean and although significant progress has been made, common bean cultivars with high levels of resistance to diverse AG groups are still lacking. There are cultivars that in some countries have moderate levels of resistance to WB while in other countries they are more susceptible to the disease (<xref ref-type="bibr" rid="B133">Poltronieri and Ferreira de Oliveira, 1989</xref>), emphasizing the fact that local pathogenic WB isolates, characterized by their anastomosis group, should be used in germplasm screening to allow for the identification of sources of genetic resistance (<xref ref-type="bibr" rid="B16">Beaver et al., 2021</xref>). Considering this, 23 common bean cultivars inoculated with two highly virulent AG 2-2 isolates collected in northwestern Argentina were evaluated for WB resistance by <xref ref-type="bibr" rid="B166">Spedaletti et al. (2017)</xref>. Based on the disease incidence (DI) on foliar tissue, the Leales B30 and Leales CR5 cultivars, developed by the Instituto Nacional de Tecnologia Agropecuaria (INTA) from Argentina, were classified as resistant (1 = DI &#x003C; 3) to both isolates. The identification of resistant varieties using isolates identified in the NWA region represents a significant contribution to breeding programs aimed at achieving elite cultivars with durable WB resistance.</p>
</sec>
<sec id="S5">
<title>Rhizoctonia root rot</title>
<p>Root rot (RR) caused by <italic>Rhizoctonia solani</italic> is among the major diseases affecting the common bean in Argentina and other bean growing areas worldwide (<xref ref-type="bibr" rid="B5">Abawi, 1989</xref>; <xref ref-type="bibr" rid="B96">Mathew and Gupta, 1996</xref>; <xref ref-type="bibr" rid="B111">Naseri and Mousavi, 2015</xref>), particularly in low soil fertility regions, with limited crop rotation and intensive seasonal bean production (<xref ref-type="bibr" rid="B103">Miklas et al., 2006</xref>). Rhizoctonia RR symptoms include sunken, reddish-brown lesions on seedling roots and stems (<xref ref-type="bibr" rid="B5">Abawi, 1989</xref>), resulting in young seedling damping-off (<xref ref-type="fig" rid="F1">Figure 1</xref>; <xref ref-type="bibr" rid="B136">Reddy et al., 1993</xref>; <xref ref-type="bibr" rid="B74">Hagedorn, 1994</xref>). Yield losses, resulting in upward to 100%, have been reported (<xref ref-type="bibr" rid="B5">Abawi, 1989</xref>; <xref ref-type="bibr" rid="B155">Singh and Schwartz, 2010</xref>). <italic>R. solani</italic> is a soil-borne pathogen that spreads from plant to plant through the formation of mycelial bridges between roots and infested soil debris. The pathogen survives on seeds, facilitating long-distance and overwintering dispersal (<xref ref-type="bibr" rid="B5">Abawi, 1989</xref>; <xref ref-type="bibr" rid="B149">Schwartz et al., 2005</xref>).</p>
<p>Root and hypocotyl rot have been reported to be caused by isolates of <italic>R. solani</italic> AG 1, AG 2, AG 4, and AG 5 (<xref ref-type="bibr" rid="B57">Galindo et al., 1982</xref>; <xref ref-type="bibr" rid="B5">Abawi, 1989</xref>; <xref ref-type="bibr" rid="B176">Tu et al., 1996</xref>; <xref ref-type="bibr" rid="B49">Eken and Demirci, 2004</xref>; <xref ref-type="bibr" rid="B115">Nerey et al., 2010</xref>; <xref ref-type="bibr" rid="B177">Valent&#x00ED;n Torres et al., 2016</xref>). Moreover, AG 4 has been reported to be the prevalent group associated with root and hypocotyl rot in Argentina and other common bean growing areas worldwide, such as Brazil, Cuba, Iran, Turkey and the Democratic Republic of the Congo (<xref ref-type="bibr" rid="B109">Muyolo et al., 1993</xref>; <xref ref-type="bibr" rid="B99">Meinhardt et al., 2002</xref>; <xref ref-type="bibr" rid="B115">Nerey et al., 2010</xref>; <xref ref-type="bibr" rid="B77">Haratian et al., 2013</xref>; <xref ref-type="bibr" rid="B83">Kili&#x00E7;o&#x01E7;lu and &#x00D6;zko&#x00E7;, 2013</xref>; <xref ref-type="bibr" rid="B166">Spedaletti et al., 2017</xref>). In Argentina, the presence of various <italic>R. solani</italic> AGs in seed and soil samples from bean fields naturally infested with RR has been reported (<xref ref-type="bibr" rid="B166">Spedaletti et al., 2017</xref>). Based on the variability in the rDNA-ITS sequence, most of the isolates (92%) were identified as <italic>R. solani</italic> AG 4, including AG 4 HG-I (20%) and AG 4 HG-III (26%). Moreover, great variability in virulence among the isolates was observed in a pathogenicity approach under controlled conditions toward bean seedlings, and four virulence categories were defined according to the disease reaction on root and foliar tissues. Considering that seed and soil-borne inoculum play a significant role in pathogen dispersal in the region, the use of certified seeds free of sclerotia is essential to reducing the incidence of Rhizoctonia RR disease. <italic>R. solani</italic> AG 4 can affect other commercial crops that are grown in rotation with beans, such as maize and tobacco (<xref ref-type="bibr" rid="B101">Mercado C&#x00E1;rdenas et al., 2015</xref>). <xref ref-type="bibr" rid="B101">Mercado C&#x00E1;rdenas et al. (2015)</xref> identified <italic>R. solani</italic> AG 4 HG-I and AG 4 HG-III isolates obtained from tobacco plants with damping-off and sore shin symptoms in different localities in NWA. This highlights the importance of using non-host crops in rotational systems that may reduce root rot incidence, leading to improved control.</p>
<p>However, the most effective strategy for controlling Rhizoctonia RR is the use of resistant cultivars. Genetic resistance to <italic>R. solani</italic> has been reported to be controlled by major as well as minor genes with additive effects (<xref ref-type="bibr" rid="B193">Zhao et al., 2005</xref>; <xref ref-type="bibr" rid="B119">Oladzad et al., 2019</xref>). Thus, screening for resistance to this soil-borne pathogen is challenging since environmental factors can greatly affect phenotypic responses. Some studies on the identification of Rhizoctonia RR-resistant germplasm have been conducted in common bean (<xref ref-type="bibr" rid="B109">Muyolo et al., 1993</xref>; <xref ref-type="bibr" rid="B128">Pe&#x00F1;a et al., 2013</xref>; <xref ref-type="bibr" rid="B7">Adesemoye et al., 2018</xref>; <xref ref-type="bibr" rid="B119">Oladzad et al., 2019</xref>). <xref ref-type="bibr" rid="B128">Pe&#x00F1;a et al. (2013)</xref> identified genotypes with partial resistance to <italic>R. solani</italic> by screening 275 bean lines in a greenhouse assay. <xref ref-type="bibr" rid="B37">Conner et al. (2014)</xref> reported five partially resistant cultivars among 37 common bean lines from different market classes evaluated under field conditions. Recently, <xref ref-type="bibr" rid="B119">Oladzad et al. (2019)</xref> performed a wide-scale resistance screening across the Andean (ADP; <italic>n</italic> = 273) and Middle American (MDP; <italic>n</italic> = 279) diversity panels. These diversity panels consist of modern genotypes commonly used in production fields and have been developed to represent bean genetic diversity within each gene pool, facilitating genetic analyses (<xref ref-type="bibr" rid="B33">Cichy et al., 2015</xref>; <xref ref-type="bibr" rid="B107">Moghaddam et al., 2016</xref>). The Rhizoctonia RR resistance responses of 28 genotypes of the ADP and 18 of the MDP were similar or higher than that of the VAX 3 line used as a resistant control. These new sources of resistance to Rhizoctonia RR will be useful parents for common bean breeding programs. Moreover, a GWAS was performed to discover genomic regions associated with Rhizoctonia RR resistance using the ADP and MDP (<xref ref-type="bibr" rid="B119">Oladzad et al., 2019</xref>). This study provided evidence for the existence of one major QTL on Pv01 identified in the MDP and another major QTL on Pv02 in the ADP. These regions were associated with gene clusters encoding proteins similar to known disease resistance genes (<xref ref-type="bibr" rid="B119">Oladzad et al., 2019</xref>). This information will be useful to develop molecular markers to facilitate the introgression of Rhizoctonia RR resistance into elite cultivars.</p>
</sec>
<sec id="S6">
<title>Concluding remarks</title>
<p>Nowadays it is challenging to facilitate the improvement of crops with such global importance like the common bean while developing cultivars that meet the nutritional requirements of a constantly growing world population and that can also adapt to biotic and abiotic stresses, in the current conditions of climate change.</p>
<p>In this review we described the major fungal disease problems that affect common bean production with emphasis in Argentina. Significant advances have been made in pathogen identification and characterization supplying information on their variability, population structure and reproductive behavior in the main common bean production areas in the country. Furthermore, the selection of representative local isolates supported germplasm screening in regional common bean breeding programs for the development of cultivars with durable resistance.</p>
<p>Managing fungal diseases is complex, so these studies contribute to sustainable management strategies such as genetic resistant cultivars, chemical and biological control, and cultural practices aimed at minimizing yield losses due to WM, ALS, WB, and Rhizoctonia RR, in the region. This review assembled information about the best resistant sources of WM (line A 195), ALS (TUC550, MAB 333, MAB 336, TUC180, and TUC241) and WB (Leales B30 and Leales CR5) in Argentina, which is relevant considering that the use of genetic resistant cultivars is the most promising management tool with the most negligible environmental impact. Regarding Rhizoctonia RR, further germplasm screening based on the pathogen diversity observed in the region, should be performed for the identification of resistant genotypes. Moreover, wild bean populations growing in NWA represent a valuable source of new resistance genes to broaden the common bean genetic base against these pathogens. All these genotypes are being considerate as candidates to generate a diverse association panel for a GWAS approach, that will accelerate the identification of markers associated to the resistance genes and their use in bean improvement.</p>
</sec>
<sec id="S7">
<title>Author contributions</title>
<p>CA, GT, and MG contributed to the conception and design of these work and wrote the first draft of the manuscript. YS, MA, and EM wrote sections of the manuscript. GT edited the figures. GM and PO-B edited and revised the manuscript. MG and GM performed the funding acquisition. All authors contributed to manuscript revision, read, and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="S8" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by the Instituto Nacional de Tecnolog&#x00ED;a Agropecuaria (INTA) PDI090, PDI081, Fondo para la Investigaci&#x00F3;n Cient&#x00ED;fica y Tecnol&#x00F3;gica (FONCYT) PICT2018-01845, and Consejo Nacional de Investigaciones Cient&#x00ED;ficas y T&#x00E9;cnicas (CONICET).</p>
</sec>
<sec id="S9" 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="S10" sec-type="disclaimer">
<title>Publisher&#x2019;s note</title>
<p>All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
<sec id="S11" sec-type="supplementary-material">
<title>Supplementary material</title>
<p>The Supplementary Material for this article can be found online at: <ext-link ext-link-type="uri" xlink:href="https://www.frontiersin.org/articles/10.3389/fpls.2022.986247/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2022.986247/full#supplementary-material</ext-link></p>
<supplementary-material xlink:href="Table_1.docx" id="TS1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document" xmlns:xlink="http://www.w3.org/1999/xlink"/>
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