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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2023.1061803</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Original Research</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Mapping of the <italic>bs5</italic> and <italic>bs6</italic> non-race-specific recessive resistances against bacterial spot of pepper</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Sharma</surname>
<given-names>Anuj</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1584928"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Jian</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wente</surname>
<given-names>Rebecca</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Minsavage</surname>
<given-names>Gerald V.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Gill</surname>
<given-names>Upinder S.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/258378"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ortega</surname>
<given-names>Arturo</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2088270"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Vallejos</surname>
<given-names>C. Eduardo</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/260590"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hart</surname>
<given-names>John P.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1712323"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Staskawicz</surname>
<given-names>Brian J.</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/26118"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Mazourek</surname>
<given-names>Michael R.</given-names>
</name>
<xref ref-type="aff" rid="aff6">
<sup>6</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2088004"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Stall</surname>
<given-names>Robert E.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Jones</surname>
<given-names>Jeffrey B.</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/231356"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Hutton</surname>
<given-names>Samuel F.</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<xref ref-type="author-notes" rid="fn004">
<sup>&#x2021;</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/948631"/>
</contrib>
</contrib-group>    <aff id="aff1">
<sup>1</sup>
<institution>Department of Plant Pathology, University of Florida</institution>, <addr-line>Gainesville, FL</addr-line>, <country>United States</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Gulf Coast Research and Education Center, University of Florida</institution>, <addr-line>Wimauma, FL</addr-line>, <country>United States</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Horticultural Sciences Department, University of Florida</institution>, <addr-line>Gainesville, FL</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Plant and Microbial Biology, University of California, Berkeley</institution>, <addr-line>Berkeley, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Innovative Genomics Institute, University of California, Berkeley</institution>, <addr-line>Berkeley, CA</addr-line>, <country>United States</country>
</aff>
<aff id="aff6">
<sup>6</sup>
<institution>Plant Breeding and Genetics Section, School of Integrative Plant Science, Cornell University</institution>, <addr-line>Ithaca, NY</addr-line>, <country>United States</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Dilip R. Panthee, North Carolina State University, United States</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Jelli Venkatesh, Seoul National University, Republic of Korea; Je Min Lee, Kyungpook National University, Republic of Korea</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Samuel F. Hutton, <email xlink:href="mailto:sfhutton@ufl.edu">sfhutton@ufl.edu</email>; Jeffrey B. Jones, <email xlink:href="mailto:jbjones@ufl.edu">jbjones@ufl.edu</email>
</p>
</fn>
<fn fn-type="present-address" id="fn003">
<p>&#x2020;Present address: Upinder S. Gill, Department of Plant Pathology, North Dakota State University, Fargo, ND, United States</p>
</fn>
<fn fn-type="other" id="fn004">
<p>&#x2021;These authors share last authorship</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>19</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1061803</elocation-id>
<history>
<date date-type="received">
<day>05</day>
<month>10</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>22</day>
<month>03</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Sharma, Li, Wente, Minsavage, Gill, Ortega, Vallejos, Hart, Staskawicz, Mazourek, Stall, Jones and Hutton</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Sharma, Li, Wente, Minsavage, Gill, Ortega, Vallejos, Hart, Staskawicz, Mazourek, Stall, Jones and Hutton</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>Bacterial spot caused by <italic>Xanthomonas euvesicatoria</italic> is a major disease of pepper (<italic>Capsicum annuum</italic> L.) in warm and humid production environments. Use of genetically resistant cultivars is an effective approach to manage bacterial spot. Two recessive resistance genes, <italic>bs5</italic> and <italic>bs6</italic>, confer non-race-specific resistance against bacterial spot. The objective of our study was to map these two loci in the pepper genome. We used a genotyping-by-sequencing approach to initially map the position of the two resistances. Segregating populations for <italic>bs5</italic> and <italic>bs6</italic> were developed by crossing susceptible Early CalWonder (ECW) with near-isogenic lines ECW50R (<italic>bs5</italic> introgression) or ECW60R (<italic>bs6</italic> introgression). Following fine-mapping, <italic>bs5</italic> was delimited to a ~535 Kbp interval on chromosome 3, and <italic>bs6</italic> to a ~666 Kbp interval in chromosome 6. We identified 14 and 8 candidate resistance genes for <italic>bs5</italic> and <italic>bs6</italic>, respectively, based on predicted protein coding polymorphisms between ECW and the corresponding resistant parent. This research enhances marker-assisted selection of <italic>bs5</italic> and <italic>bs6</italic> in breeding programs and is a crucial step towards elucidating the molecular mechanisms underlying the resistances.</p>
</abstract>
<kwd-group>
<kwd>
<italic>capsicum annuum</italic>
</kwd>
<kwd>genotyping-by-sequencing</kwd>
<kwd>
<italic>xanthomonas euvesicatoria</italic>
</kwd>
<kwd>disease resistance</kwd>
<kwd>marker-assisted selection</kwd>
<kwd>recessive resistance</kwd>
</kwd-group>
<contract-num rid="cn001">2015-51181-24312</contract-num>
<contract-sponsor id="cn001">National Institute of Food and Agriculture<named-content content-type="fundref-id">10.13039/100005825</named-content>
</contract-sponsor>
<counts>
<fig-count count="5"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="68"/>
<page-count count="12"/>
<word-count count="5850"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-at-acceptance</meta-name>
<meta-value>Plant Breeding</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Pepper (<italic>Capsicum annuum</italic> L.) is an important solanaceous crop that is cultivated throughout the world. Bacterial spot of pepper (BSP) is a major disease responsible for loss of marketable yield in many pepper-growing regions (<xref ref-type="bibr" rid="B41">Osdaghi et&#xa0;al., 2021</xref>). The disease is manifested as dark brown necrotic lesions in all aerial parts of the plant. Foliar infection can lead to defoliation, which in turn leads to yield loss. The marketability of fresh fruits is also affected by the presence of scab-like symptoms or due to sun-scalding resulting from extensive defoliation (<xref ref-type="bibr" rid="B48">Ritchie, 2000</xref>). The disease is caused by three species of <italic>Xanthomonas</italic> &#x2014; <italic>X. vesicatoria</italic>, <italic>X. euvesicatoria</italic> (<italic>Xe</italic>), and <italic>X. gardneri</italic> (<italic>Xg</italic>) (<xref ref-type="bibr" rid="B41">Osdaghi et&#xa0;al., 2021</xref>). The management of BSP often relies on application of copper-based bactericides; however, the emergence of copper-tolerant strains has rendered this strategy unsustainable (<xref ref-type="bibr" rid="B60">Stall et&#xa0;al., 2009</xref>). Alternatively, host plant resistance has been deployed as an effective, economical, and environmentally friendly way of mitigating economic damage caused by BSP.</p>
<p>Most of the resistances deployed in modern agriculture are conditioned by dominant resistance (R) genes which often belong to Nucleotide-Binding Leucine Rich Repeats (NLR) or Receptor-Like Kinase (RLK) protein families (<xref ref-type="bibr" rid="B55">Sharma et&#xa0;al., 2022a</xref>). Five dominant resistances have been reported against BSP &#x2014; <italic>Bs1</italic> from <italic>C. annuum</italic> accession PI 163192 (<xref ref-type="bibr" rid="B8">Cook and Stall, 1963</xref>), <italic>Bs2</italic> from <italic>C. chacoense</italic> PI 260435 (<xref ref-type="bibr" rid="B7">Cook and Guevara, 1984</xref>), <italic>Bs3</italic> from <italic>C. annuum</italic> PI 271322 (<xref ref-type="bibr" rid="B22">Kim and Hartmann, 1985</xref>), <italic>Bs4C</italic> from <italic>C. pubescens</italic> PI 235047 (<xref ref-type="bibr" rid="B51">Sahin and Miller, 1998</xref>), and <italic>Bs7</italic> from <italic>C. baccatum</italic> var. <italic>pendulum</italic> UENF 1556 (<xref ref-type="bibr" rid="B46">Potnis et&#xa0;al., 2011</xref>). Among them, only <italic>Bs2</italic> and <italic>Bs3</italic>, and to some extent <italic>Bs1</italic>, have been commercially deployed. Based on gene-for-gene interactions between R genes and their corresponding avirulence genes, BSP causing <italic>Xe</italic> has been classified into eleven races (P0 &#x2013; P10) (<xref ref-type="bibr" rid="B60">Stall et&#xa0;al., 2009</xref>). <italic>Bs1</italic> provides resistance against races P0, P2, and P5; <italic>Bs2</italic> against races P0, P1, P2, P3, P7, and P8; and <italic>Bs3</italic> against races P0, P1, P4, P7, and P9. Dominant resistance following infection often results in elicitation of a hypersensitive response (HR) and programmed cell death which creates high selection pressure for emergence and enrichment of pathogen races that overcome such resistance through loss/modification of avirulence genes (<xref ref-type="bibr" rid="B15">Gassmann et&#xa0;al., 2000</xref>). As a result, R genes are usually short-lived as exemplified by emergence and increased prevalence of races P6 and P10 in bell pepper cultivation, which are insensitive to the deployed R-genes (<xref ref-type="bibr" rid="B27">Kousik and Ritchie, 1996a</xref>; <xref ref-type="bibr" rid="B28">Kousik and Ritchie, 1996b</xref>; <xref ref-type="bibr" rid="B29">Kousik and Ritchie, 1998</xref>; <xref ref-type="bibr" rid="B44">Pernezny et&#xa0;al., 1999</xref>; <xref ref-type="bibr" rid="B60">Stall et&#xa0;al., 2009</xref>).</p>
<p>In contrast to R genes, recessive resistances typically result from the loss or modification of host susceptibility (S) factors that are exploited by bacteria to initiate a disease response (<xref ref-type="bibr" rid="B55">Sharma et&#xa0;al., 2022a</xref>). Recessive resistances are not race-specific and, following infection, do not elicit an HR &#x2014; the lower selection pressure reduces the chance of emergence of resistance-breaking virulent strains (<xref ref-type="bibr" rid="B42">Parlevliet, 2002</xref>; <xref ref-type="bibr" rid="B45">Poland et&#xa0;al., 2009</xref>). This makes recessive resistance, despite the breeding challenges, highly desirable for management of rapidly evolving bacterial pathogens, such as <italic>Xe</italic>. Currently, three recessive resistances have been identified against BSP &#x2014; <italic>bs5</italic> derived from <italic>C. annuum</italic> PI 271322, <italic>bs6</italic> from <italic>C. annuum</italic> PI 163192 or PI 264281, and <italic>bs8</italic> from <italic>C. annuum</italic> PI 163192 (<xref ref-type="bibr" rid="B21">Jones et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B56">Sharma et&#xa0;al., 2022b</xref>). Two of these genes, <italic>bs5</italic> and <italic>bs6</italic>, confer resistance to all known <italic>Xe</italic> races, including race P6 and P10 (<xref ref-type="bibr" rid="B21">Jones et&#xa0;al., 2002</xref>; <xref ref-type="bibr" rid="B66">Vallejos et&#xa0;al., 2010</xref>). Although <italic>bs8</italic> has been demonstrated to suppress <italic>Xg</italic>, its effect on <italic>Xe</italic> is not known (<xref ref-type="bibr" rid="B56">Sharma et&#xa0;al., 2022b</xref>). Only <italic>bs5</italic> has been commercially deployed (<xref ref-type="bibr" rid="B38">McCarthy, 2011</xref>; <xref ref-type="bibr" rid="B39">McCarthy, 2012</xref>), and there have been no reports of its suppression by <italic>Xe</italic>.</p>
<p>Both <italic>bs5</italic> and <italic>bs6</italic> were first reported as monogenic, recessive, non-HR resistances against <italic>Xe</italic> race P6 (<xref ref-type="bibr" rid="B21">Jones et&#xa0;al., 2002</xref>). Both resistance genes were derived from hot pepper accessions collected from India and maintained at the USDA Plant Genetic Resources Conservation Unit, GA (npgsweb.ars-grin.gov/gringlobal). <italic>bs5</italic> was reported to originate from <italic>C. annuum</italic> PI 271322 (<xref ref-type="bibr" rid="B50">Russell, 1955</xref>), which had previously been reported to carry field resistance against BSP (<xref ref-type="bibr" rid="B58">Sowell and Dempsey, 1977</xref>). Although <italic>bs6</italic> is described as originating from either PI 163192 or PI 264281, the most probable source is PI 163192 (<xref ref-type="bibr" rid="B20">Hyland, 1967</xref>), which <xref ref-type="bibr" rid="B10">Dempsey et&#xa0;al. (1981)</xref> utilized to incorporate bacterial spot resistance into the C44 series of pepper breeding lines; included in this series is the Pep13 line which was used as <italic>bs6</italic> donor by <xref ref-type="bibr" rid="B21">Jones et&#xa0;al. (2002)</xref> (<xref ref-type="bibr" rid="B31">Lane et&#xa0;al., 1997</xref>). <xref ref-type="bibr" rid="B21">Jones et&#xa0;al. (2002)</xref> transferred <italic>bs5</italic> to the bell pepper <italic>C. annuum</italic> Early CalWonder (ECW) background by repeated backcrosses to ultimately generate ECW-50R line (<xref ref-type="bibr" rid="B66">Vallejos et&#xa0;al., 2010</xref>). A similar strategy was used to develop an ECW NIL containing <italic>bs6</italic>, which has been named ECW-60R. Recent literature has uncovered that <italic>bs5</italic> is also present in PI 163192 (<xref ref-type="bibr" rid="B63">Szarka et&#xa0;al., 2022</xref>).</p>
<p>In order to understand the mechanism of resistance, it is often necessary to identify the underlying resistance gene. This is accomplished by gene mapping, which is the process of determining the physical location of a gene in the genome. Mapping of a resistance gene locus also enables the development and use of linked molecular markers (in addition to phenotypic selection) to accelerate the breeding process through marker-assisted selection. Genotyping-by-sequencing (GBS) is a robust sequencing-based method of surveying genome-wide polymorphisms which can be utilized to discover molecular markers (such as SNPs and InDels) and genotypes the samples with those markers in a single step (<xref ref-type="bibr" rid="B13">Elshire et&#xa0;al., 2011</xref>). As a large number of small genomic variations from all chromosomes can be utilized in mapping, GBS often provides higher resolution than traditional genotyping methods. In this paper, we (i) identified the genomic localization of <italic>bs5</italic> and <italic>bs6</italic> resistance genes in pepper genome using GBS, (ii) fine mapped the respective resistance regions and identified flanking markers, and (iii) identified and analyzed candidate resistance genes.</p>
</sec>
<sec id="s2" sec-type="results">
<title>Results</title>
<sec id="s2_1">
<title>Segregation and phenotype</title>
<p>The phenotypic differences between ECW and ECW50R (<italic>bs5</italic>) were clear and easily distinguishable following inoculation at a relatively low bacterial concentration (10<sup>5</sup> CFU/ml) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The ECW leaf tissue developed necrotic lesions surrounded by yellow halos while the ECW50R tissue remained mostly green. In the GBS F<sub>2</sub> population, 91 out of 100 F<sub>2</sub>s (19 resistant and 72 susceptible) were phenotyped with high confidence and thus were used for GBS step. The ratio of resistant to susceptible F<sub>2</sub>s (1:3.8) was slightly lower than the expected ratio of 1:3 for recessive monogenic inheritance, however the difference was not statistically significant (<italic>X<sup>2 =</sup> 0.824</italic> at 1 degree of freedom; <italic>p=0.364</italic>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Phenotypes of ECW, ECW50R (<italic>bs5</italic>), and ECW60R (<italic>bs6</italic>) pepper 5 days after inoculation of <italic>Xanthomonas euvesicatoria</italic> strain Xv157 at 10<sup>5</sup> CFU/ml.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1061803-g001.tif"/>
</fig>
<p>The phenotype of ECW60R (<italic>bs6</italic>) resistance was not as distinct as <italic>bs5</italic> (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). As expected, <italic>bs6</italic> resistance was characterized by extensive chlorosis. Out of 120 F<sub>2</sub>s, 92 most clearly phenotyped individuals (29 resistant and 63 susceptible) were selected for GBS analysis. The ratio of resistant to susceptible F<sub>2</sub>s (1:2.2) was not statistically different (<italic>X<sup>2 =</sup> 2.087</italic> at 1 degree of freedom; <italic>p=0.1486</italic>) from the expected 1:3 ratio.</p>
</sec>
<sec id="s2_2">
<title>
<italic>bs5</italic> locus is linked to shorter arm of chromosome 3</title>
<p>A total of 169,398,995 reads were generated from the <italic>bs5</italic> GBS library (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 1</bold>
</xref>). The GBS pipeline discovered 101 high quality SNPs that were polymorphic between the two parents, and those SNPs were selected for further analysis. The linkage analysis of 88 F<sub>2</sub>s that could be genotyped identified thirteen linkage groups, and the <italic>bs5</italic> resistance mapped to linkage group 1 in chromosome 3 with highest significance (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables 2</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>3</bold>
</xref>). SNPs between positions 134,620 and 1,098,542 of chromosome 3 were the most significantly associated with <italic>bs5</italic> (p&lt;0.0001). Genotyping of the F<sub>2</sub> population with CAPS markers spanning the linkage region confirmed 100% marker-trait co-segregation in the mapping population (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables 4</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>5</bold>
</xref>). The results indicate that <italic>bs5</italic> is located towards the distal end of the short arm of chromosome 3, within a ~1 Mbp interval between 0.1 and 1.1 Mbp position.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Linkage map showing markers associated with <italic>bs5</italic>. The cM values in the left represent the linkage distance between the markers and the cM values in the middle represent the positions of markers in the linakge group. The R<sup>2</sup> value (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 3</bold>
</xref>) is represented by the fraction of light salmon background filled by darker color. The physical positions of markers are based on <italic>C. annuum</italic> UCD10X genome, release 1.1. Blue box encloses genomic area that was further investigated by fine-mapping. cM, centimorgan; R<sup>2</sup>, coefficient of determination.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1061803-g002.tif"/>
</fig>
</sec>
<sec id="s2_3">
<title>
<italic>bs5</italic> is fine-mapped to a 546 Kbp interval in sub-telomeric region of chromosome 3</title>
<p>A larger ECW &#xd7; ECW50R F<sub>2</sub> population was developed to fine-map the position of <italic>bs5</italic>. Out of 1270 F<sub>2</sub>s genotyped with flanking markers 3g_C0.134 and 3g_C1.11 (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 4</bold>
</xref>), 16 individuals were identified as recombinants and were phenotyped. Ten informative recombinants and F<sub>3</sub> RILs developed from six non-informative recombinants placed <italic>bs5</italic> into an ~546 Kb interval between markers 3g_C0.134 (~0.4 cM) and 3g_C0.68 (~0.95 cM) with tight linkage with marker 3g_C0.26. (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables 6</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>7</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Tabulation of genotypes of the <bold>(A)</bold> F<sub>2</sub> and <bold>(B)</bold> F<sub>3</sub> progenies from <italic>bs5</italic> fine-mapping population that recombine within the <italic>bs5</italic> mapped region, together with their phenotypes. The black boxes enclose the closest markers flanking the new resistance interval. The numeric portion of marker names following &#x201c;C&#x201d; represent their approximate position (in megabases) in chromosome 3 of <italic>C. annuum</italic> UCD10X genome, release 1.1. +, homozygous for the resistant/ECW50R allele; &#x2013;, heterozygous or homozygous for the susceptible/ECW allele; R, resistant phenotype; S, susceptible phenotype.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1061803-g003.tif"/>
</fig>
</sec>
<sec id="s2_4">
<title>
<italic>bs5</italic> interval contains 14 polymorphic candidate genes</title>
<p>An ECW <italic>bs5</italic> super-scaffold was developed by concatenating <italic>C. annuum</italic> ECW scaffolds that align with in <italic>C. annuum</italic> UCD10X <italic>bs5</italic> interval. This super-scaffold consisted of 535 Kbp sequence including gaps and flanking region and provided complete coverage of UCD10X <italic>bs5</italic> interval (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 8</bold>
</xref>). Comparison of whole genome polymorphisms between <italic>bs5</italic>-fixed line (PI 163192 &#xd7; ECW50R) and ECW identified a total of 1,718 variants in this region under stringent filtration (data not shown). However, only 28 variants were found to alter the protein sequences, which resulted in 14 putative candidate genes for <italic>bs5</italic> resistance (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Alignment S1-S14</bold>
</xref>).</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>List of candidate genes for <italic>bs5</italic> resistance.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">POS</th>
<th valign="middle" align="center">REF</th>
<th valign="middle" align="center">ALT</th>
<th valign="middle" align="center">MUTATION</th>
<th valign="middle" align="center">NUCL</th>
<th valign="middle" align="center">PROT</th>
<th valign="middle" align="center">GENEID</th>
<th valign="middle" align="center">ANNOTATION</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">14617</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">755T&gt;C</td>
<td valign="middle" align="center">252I&gt;T</td>
<td valign="middle" rowspan="2" align="center">107864408</td>
<td valign="middle" rowspan="2" align="center">CMP-sialic acid transporter 2</td>
</tr>
<tr>
<td valign="middle" align="left">15751</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">481A&gt;G</td>
<td valign="middle" align="center">161M&gt;V</td>
</tr>
<tr>
<td valign="middle" align="left">128730</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">770T&gt;G</td>
<td valign="middle" align="center">257L&gt;R</td>
<td valign="middle" align="center">107864414</td>
<td valign="middle" align="center">diacylglycerol lipase-&#x3b2;</td>
</tr>
<tr>
<td valign="middle" align="left">150704</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">TCTCC<break/>ATTTC<break/>CAT</td>
<td valign="middle" align="center">conservative inframe<break/>insertion</td>
<td valign="middle" align="center">297+AT<break/>GGAAA<break/>TGGAG</td>
<td valign="middle" align="center">101E&gt;I<break/>+MEME</td>
<td valign="middle" align="center">107864416</td>
<td valign="middle" align="center">CRIB domain-containing protein</td>
</tr>
<tr>
<td valign="middle" align="left">157383</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">951T&gt;G</td>
<td valign="middle" align="center">317D&gt;E</td>
<td valign="middle" rowspan="4" align="center">107864417</td>
<td valign="middle" rowspan="4" align="center">LRR protein kinase MSP1-like</td>
</tr>
<tr>
<td valign="middle" align="left">158161</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">173A&gt;G</td>
<td valign="middle" align="center">58H&gt;R</td>
</tr>
<tr>
<td valign="middle" align="left">158243</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">91G&gt;C</td>
<td valign="middle" align="center">31E&gt;Q</td>
</tr>
<tr>
<td valign="middle" align="left">158320</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">14G&gt;T</td>
<td valign="middle" align="center">5C&gt;F</td>
</tr>
<tr>
<td valign="middle" align="left">158840</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">2038A&gt;T</td>
<td valign="middle" align="center">680R&gt;W</td>
<td valign="middle" rowspan="2" align="center">107866541</td>
<td valign="middle" rowspan="2" align="center">ABC transporter</td>
</tr>
<tr>
<td valign="middle" align="left">169538</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">238C&gt;A</td>
<td valign="middle" align="center">80Q&gt;K</td>
</tr>
<tr>
<td valign="middle" align="left">175028</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">203A&gt;T</td>
<td valign="middle" align="center">68K&gt;M</td>
<td valign="middle" rowspan="2" align="center">107866543</td>
<td valign="middle" rowspan="2" align="center">glycine-rich protein</td>
</tr>
<tr>
<td valign="middle" align="left">175034</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">209A&gt;G</td>
<td valign="middle" align="center">70Y&gt;C</td>
</tr>
<tr>
<td valign="middle" align="left">199255</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">778G&gt;C</td>
<td valign="middle" align="center">260A&gt;P</td>
<td valign="middle" align="center">107864418</td>
<td valign="middle" align="center">vacuolar AA transporter 1</td>
</tr>
<tr>
<td valign="middle" align="left">223076</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">A</td>
<td valign="top" align="center">missense</td>
<td valign="top" align="center">398C&gt;T</td>
<td valign="top" align="center">133P&gt;T</td>
<td valign="middle" rowspan="2" align="center">107864422</td>
<td valign="middle" rowspan="2" align="center">ribosome biogenesis protein</td>
</tr>
<tr>
<td valign="middle" align="left">223754</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">A</td>
<td valign="top" align="center">missense</td>
<td valign="top" align="center">371C&gt;T</td>
<td valign="top" align="center">124T&gt;I</td>
</tr>
<tr>
<td valign="middle" align="left">266460</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">AA</td>
<td valign="middle" align="center">frameshift</td>
<td valign="middle" align="center">1417+A</td>
<td valign="middle" align="center">473S&gt;fs</td>
<td valign="middle" align="center">107864424</td>
<td valign="middle" align="center">WD repeat-containing</td>
</tr>
<tr>
<td valign="middle" align="left">270358</td>
<td valign="middle" align="center">CCAA<break/>GAG</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">conservative inframe deletion</td>
<td valign="middle" align="center">259&#x2013;lC<break/>TCTTG</td>
<td valign="middle" align="center">87&#x2013;LL</td>
<td valign="middle" align="center">107864425</td>
<td valign="middle" align="center">cysteine-rich transmembrane domain protein</td>
</tr>
<tr>
<td valign="top" align="left">447967</td>
<td valign="top" align="center">G</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">missense</td>
<td valign="top" align="center">1912G&gt;A</td>
<td valign="top" align="center">638A&gt;T</td>
<td valign="middle" rowspan="3" align="center">107864431</td>
<td valign="middle" rowspan="3" align="center">ATP-dependent DNA helicase 2 subunit KU70</td>
</tr>
<tr>
<td valign="top" align="left">448066</td>
<td valign="top" align="center">G</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">missense</td>
<td valign="top" align="center">2011G&gt;A</td>
<td valign="top" align="center">671G&gt;S</td>
</tr>
<tr>
<td valign="top" align="left">448486</td>
<td valign="top" align="center">TN<sub>28</sub>
</td>
<td valign="top" align="center">T</td>
<td valign="top" align="center">frameshift</td>
<td valign="top" align="center">2072&#x2013;N<sub>28</sub>
</td>
<td valign="top" align="center">69S&gt;fs</td>
</tr>
<tr>
<td valign="top" align="left">466069</td>
<td valign="top" align="center">T</td>
<td valign="top" align="center">C</td>
<td valign="top" align="center">missense</td>
<td valign="top" align="center">2308A&gt;G</td>
<td valign="top" align="center">770T&gt;A</td>
<td valign="middle" rowspan="5" align="center">107864438</td>
<td valign="middle" rowspan="5" align="center">putative late blight resistance protein R1B-16</td>
</tr>
<tr>
<td valign="top" align="left">466599</td>
<td valign="top" align="center">G</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">missense</td>
<td valign="top" align="center">1778C&gt;T</td>
<td valign="top" align="center">593A&gt;V</td>
</tr>
<tr>
<td valign="top" align="left">467671</td>
<td valign="top" align="center">T</td>
<td valign="top" align="center">C</td>
<td valign="top" align="center">missense</td>
<td valign="top" align="center">706A&gt;G</td>
<td valign="top" align="center">236M&gt;V</td>
</tr>
<tr>
<td valign="top" align="left">467823</td>
<td valign="top" align="center">T</td>
<td valign="top" align="center">G</td>
<td valign="top" align="center">missense</td>
<td valign="top" align="center">554A&gt;C</td>
<td valign="top" align="center">185K&gt;T</td>
</tr>
<tr>
<td valign="top" align="left">468340</td>
<td valign="top" align="center">C</td>
<td valign="top" align="center">G</td>
<td valign="top" align="center">missense</td>
<td valign="top" align="center">37G&gt;C</td>
<td valign="top" align="center">13G&gt;R</td>
</tr>
<tr>
<td valign="top" align="left">523915</td>
<td valign="top" align="center">T</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">missense</td>
<td valign="top" align="center">168A&gt;T</td>
<td valign="top" align="center">56E&gt;D</td>
<td valign="middle" rowspan="2" align="center">107864444</td>
<td valign="middle" rowspan="2" align="center"/>
</tr>
<tr>
<td valign="top" align="left">526217</td>
<td valign="top" align="center">G</td>
<td valign="top" align="center">A</td>
<td valign="top" align="center">missense</td>
<td valign="top" align="center">149C&gt;T</td>
<td valign="top" align="center">50P&gt;L</td>
</tr>
<tr>
<td valign="middle" align="left">528677</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">151A&gt;G</td>
<td valign="middle" align="center">51I&gt;V</td>
<td valign="middle" align="center">107865674</td>
<td valign="middle" align="center">pirin-like protein</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>REF, ECW/susceptible allele; ALT, ECW50R/resistant allele; NUCL, nucleotide change; PROT, amino acid change. The horizontal lines delineate different genes. &#x2018;POS&#x2019; indicated position of polymorphism in bs5 super-scaffold (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 8</bold>
</xref>). &#x2018;GENEID&#x2019; is based on homology search with pepper reference genome in NCBI and the gene sequences used for variant annotation may vary from the sequences of genes listed in this column.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_5">
<title>
<italic>bs6</italic> locus is located in chromosome 6</title>
<p>As the reference-based GBS pipeline only identified a small number of polymorphic markers, the reference-free UNEAK pipeline was used for mapping <italic>bs6</italic>. This pipeline discovered 133 SNPs from a total of 173,074,228 reads generated from sequencing (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 9</bold>
</xref>). Nine linkage groups were generated from the linkage analysis using genotyping information from 92 F<sub>2</sub> plants (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 10</bold>
</xref>), out of which the <italic>bs6</italic> resistance phenotype was significantly (p &lt; 0.0001) linked to SNPs on linkage group 3 (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables 10</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>11</bold>
</xref>). The linkage group was determined to be physically located in chromosome 6. CAPS markers were developed in the <italic>bs6</italic>-mapped region, and genotyping of the F<sub>2</sub> population validated the linkage between those markers and the resistance phenotype (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables 12</bold>
</xref>, <xref ref-type="supplementary-material" rid="SM1">
<bold>13</bold>
</xref>). The results indicated that <italic>bs6</italic> was located within an ~21 Mbp interval between positions 168&#x2013;189 Mbp in <italic>C. annuum</italic> UCD10X genome.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Linkage map showing markers associated with <italic>bs6</italic>. The cM values on the left represent the linkage distance between the markers. The R<sup>2</sup> value (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 11</bold>
</xref>) is represented by the fraction of light salmon background filled by darker color. The physical positions of the markers are based on chromosome 6 of <italic>C. annuum</italic> UCD10X genome, release 1.1. Blue box encloses genomic area that was further investigated by fine-mapping. cM, centimorgan; R<sup>2</sup>, coefficient of determination. #, number; ?, unmapped / unknown position.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1061803-g004.tif"/>
</fig>
</sec>
<sec id="s2_6">
<title>
<italic>bs6</italic> is fine-mapped to a 656 Kb interval</title>
<p>Five of the CAPS markers within the ~21 Mbp <italic>bs6</italic> interval were initially used to more precisely determine the position of <italic>bs6</italic>. In a fine mapping F<sub>2</sub> population of 940 plants, 277 plants were identified as recombinants, 123 of which were homozygous for 60R alleles throughout part of the recombined region and were phenotyped as F<sub>2</sub> plants; genotyping of these F<sub>2</sub>s delimited the resistance locus to an ~9.8 Mbp region between markers 6g_C171.79 and 6g_C181.60 (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5A</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 14</bold>
</xref>). F<sub>3</sub> RILs developed from 61 F<sub>2</sub>s that recombined within the region were genotyped with eight new CAPS markers within the interval (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 12</bold>
</xref>); this delimited <italic>bs6</italic> within an ~5.1 Mbp interval between markers 6g_C175.02 and 6g_C180.10 (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5B</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 15</bold>
</xref>). A second ECW60R &#xd7; ECW F<sub>2</sub> population of 940 plants was developed and genotyped with new HRM markers (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 12</bold>
</xref>), and 41 recombinants between flanking markers 6g_H171.54 and 6g_H183.16 were identified and developed into F3 RILs. All 41 RILs were phenotyped and were genotyped with markers in the 5.1 Kbp interval, thereby delimiting <italic>bs6</italic> to an ~656 Kbp region between markers 6g_H178.44 (~0.11 cM) and 6g_H179.10 (~0.11 cM) (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5C</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 16</bold>
</xref>).</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Tabulation of genotypes of the <bold>(A)</bold> F<sub>2</sub> plants from first <italic>bs6</italic> fine-mapping population, <bold>(B)</bold> F<sub>3</sub> plants from first <italic>bs6</italic> fine-mapping population, and <bold>(C)</bold> F<sub>3</sub> plants from second <italic>bs6</italic> fine-mapping population that recombine within the <italic>bs6</italic> interval, together with their phenotypes. The black boxes enclose the closest markers flanking the new resistance interval. Each blue and white block in the scale bar on the left represents 1 Mbp region. The numeric portion of marker names following &#x201c;C&#x201d; or &#x201c;H&#x201d; represent their approximate position (in megabases) in chromosome 6 of <italic>C. annuum</italic> UCD10X genome, release 1.1. +, homozygous for the resistant/ECW60R allele; &#x2013;, heterozygous or homozygous for the susceptible/ECW allele; R, resistant phenotype; S, susceptible phenotype.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1061803-g005.tif"/>
</fig>
</sec>
<sec id="s2_7">
<title>
<italic>bs6</italic> interval contains 8 polymorphic candidate genes</title>
<p>The ECW <italic>bs6</italic> super-scaffold spanned three <italic>C. annuum</italic> ECW scaffolds with a total size of 681 Kb, providing complete coverage of UCD10X <italic>bs6</italic> interval (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 8</bold>
</xref>). A total of 1,718 variants were identified between ECW and ECW60R genome in this region after filtration. Annotation of those variants identified protein coding changes in eight genes, which are candidates for <italic>bs6</italic> (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>; <xref ref-type="supplementary-material" rid="SM1">
<bold>Alignment S15-S22</bold>
</xref>). Interestingly, four of those candidates are functionally annotated as ZED1-related serine/threonine kinases, and three have protein polymorphisms within the putative kinase domain (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>).</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>List of candidate genes for <italic>bs6</italic> resistance.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">POS</th>
<th valign="middle" align="center">REF</th>
<th valign="middle" align="center">ALT</th>
<th valign="middle" align="center">MUTATION</th>
<th valign="middle" align="center">NUCL</th>
<th valign="middle" align="center">PROT</th>
<th valign="middle" align="center">GENEID</th>
<th valign="middle" align="center">ANNOTATION</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">4324</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">stop gained</td>
<td valign="middle" align="center">439C&gt;T</td>
<td valign="middle" align="center">147Q&gt;*</td>
<td valign="middle" align="center">107874896</td>
<td valign="middle" align="center">Formyltetrahydrofolate deformylase</td>
</tr>
<tr>
<td valign="middle" align="left">24554</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">211C&gt;T</td>
<td valign="middle" align="center">71L&gt;F</td>
<td valign="middle" align="center">107872943</td>
<td valign="middle" align="center">Phosphatidylserine decarboxylase<break/>proenzyme 1</td>
</tr>
<tr>
<td valign="middle" align="left">49875</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">255C&gt;A</td>
<td valign="middle" align="center">85D&gt;E</td>
<td valign="middle" rowspan="3" align="center">107872942</td>
<td valign="middle" rowspan="3" align="center">ZED1-related kinase<break/>(ZRK) 4</td>
</tr>
<tr>
<td valign="middle" align="left">49930</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">AT</td>
<td valign="middle" align="center">frameshift</td>
<td valign="middle" align="center">311+T</td>
<td valign="middle" align="center">105A&gt;fs</td>
</tr>
<tr>
<td valign="middle" align="left">50091</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">471T&gt;A</td>
<td valign="middle" align="center">157N&gt;K</td>
</tr>
<tr>
<td valign="middle" align="left">52304</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">TA</td>
<td valign="middle" align="center">frameshift</td>
<td valign="middle" align="center">111+A</td>
<td valign="middle" align="center">38E&gt;fs</td>
<td valign="middle" rowspan="3" align="center">107874893</td>
<td valign="middle" rowspan="3" align="center">ZRK1-like serine/<break/>threonine-protein<break/>kinase</td>
</tr>
<tr>
<td valign="middle" align="left">52358</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">164C&gt;T</td>
<td valign="middle" align="center">55S&gt;F</td>
</tr>
<tr>
<td valign="middle" align="left">52928</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">457T&gt;G</td>
<td valign="middle" align="center">153S&gt;A</td>
</tr>
<tr>
<td valign="middle" align="left">59302</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">168G&gt;A</td>
<td valign="middle" align="center">56M&gt;I</td>
<td valign="middle" rowspan="2" align="center">FXO38_32052</td>
<td valign="middle" rowspan="2" align="center">TCP-1/Cpn-60<break/>chaperonin-like</td>
</tr>
<tr>
<td valign="middle" align="left">59330</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">140C&gt;T</td>
<td valign="middle" align="center">47S&gt;F</td>
</tr>
<tr>
<td valign="middle" align="left">92420</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">782A&gt;T</td>
<td valign="middle" align="center">261E&gt;V</td>
<td valign="middle" rowspan="3" align="center">107874060</td>
<td valign="middle" rowspan="3" align="center">ZRK1-like serine/<break/>threonine-protein<break/>kinase</td>
</tr>
<tr>
<td valign="middle" align="left">92548</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">910C&gt;G</td>
<td valign="middle" align="center">304P&gt;A</td>
</tr>
<tr>
<td valign="middle" align="left">92596</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">958C&gt;A</td>
<td valign="middle" align="center">320P&gt;T</td>
</tr>
<tr>
<td valign="middle" align="left">94020</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">122G&gt;A</td>
<td valign="middle" align="center">41G&gt;D</td>
<td valign="middle" rowspan="4" align="center">FXO37_21555</td>
<td valign="middle" rowspan="4" align="center">Ubiquitin conjugating enzyme variant<break/>(UEV) 1C-like</td>
</tr>
<tr>
<td valign="middle" align="left">94033</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">135C&gt;G</td>
<td valign="middle" align="center">45I&gt;M</td>
</tr>
<tr>
<td valign="middle" align="left">94050</td>
<td valign="middle" align="center">C</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">152C&gt;G</td>
<td valign="middle" align="center">51T&gt;S</td>
</tr>
<tr>
<td valign="middle" align="left">94053</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">155A&gt;G</td>
<td valign="middle" align="center">52D&gt;G</td>
</tr>
<tr>
<td valign="middle" align="left">127705</td>
<td valign="middle" align="center">TTAA</td>
<td valign="middle" align="center">T</td>
<td valign="middle" align="center">disruptive<break/>inframe<break/>deletion</td>
<td valign="middle" align="center">308&#x2013;ATA</td>
<td valign="middle" align="center">103&#x2013;N</td>
<td valign="middle" rowspan="2" align="center">107874895</td>
<td valign="middle" rowspan="2" align="center">ZED1-related kinase<break/>(ZRK) 1</td>
</tr>
<tr>
<td valign="middle" align="left">128076</td>
<td valign="middle" align="center">A</td>
<td valign="middle" align="center">G</td>
<td valign="middle" align="center">missense</td>
<td valign="middle" align="center">673A&gt;G</td>
<td valign="middle" align="center">225K&gt;E</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>REF, ECW/susceptible allele; ALT, ECW60R/resistant allele; NUCL, nucleotide change; PROT, amino acid change. The horizontal lines delineate different genes. &#x2018;POS&#x2019; indicated position of polymorphism in bs6 super-scaffold (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 8</bold>
</xref>). &#x2018;GENEID&#x2019; is based on homology search with pepper reference genome in NCBI and FXONN_NNNNN are proteins annotated in <italic>C. annuum</italic> ECW genome assembly. The gene sequences used for variant annotation may vary from the sequences of genes listed in this column.*, stop codon (standard AA symbol). fs, frameshift (standard notation).</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
</sec>
<sec id="s3" sec-type="discussion">
<title>Discussion</title>
<p>In this paper, we determined the genomic localization of two recessive BSP resistance genes: <italic>bs5</italic> and <italic>bs6</italic>. <italic>bs5</italic> was mapped to the telomeric region of chromosome 3 and <italic>bs6</italic> to chromosome 6. The genomic position of <italic>bs5</italic> is in discordance with a previous report on the position of <italic>bs5</italic>, which had mapped it to the centromeric region of chromosome 6 (<xref ref-type="bibr" rid="B66">Vallejos et&#xa0;al., 2010</xref>). However, the chromosomal position in the previous study was based upon two populations of 60 F<sub>2</sub> and 88 F<sub>3</sub> progenies and only utilized 64 markers for screening the entire pepper genome. In contrast, the <italic>bs5</italic> locations identified in the present study benefited from a much larger number of markers identified through GBS, and has been validated in large fine mapping populations. Furthermore, the recent availability of a high-quality pepper reference genome enabled us to cross-validate our mapping results with the physical positions in the pepper chromosomes.</p>
<p>Several pepper lines have been reported to have varying degrees of recessive resistance against BSP. One of the earliest discoveries of recessive resistance was made by <xref ref-type="bibr" rid="B9">Dempsey (1953)</xref> in the pepper cultivar, Santanka. <xref ref-type="bibr" rid="B17">Hibberd et&#xa0;al. (1988)</xref> reported quantitative non-race-specific resistance in PI 163189. <xref ref-type="bibr" rid="B47">Poulos et&#xa0;al. (1992)</xref> reported that the quantitative, non-HR, non-race-specific resistance in CNPH 703 is controlled by at least two genes. Both PI 163189 and PI 183441 (parent of CNPH 703) were imported together with PI 163192, and thus the resistances in those accessions could also be due to <italic>bs5</italic>/<italic>bs6</italic>. A monogenic, recessive, non-HR and non-race-specific resistance in PI 163192 was identified by <xref ref-type="bibr" rid="B62">Szarka and Csill&#xe9;ry (2001)</xref> and named <italic>gds</italic> (general defense system); <italic>gds</italic> has since been shown to be the same as <italic>bs5</italic> (<xref ref-type="bibr" rid="B64">Tim&#xe1;r et&#xa0;al., 2019</xref>). <xref ref-type="bibr" rid="B49">Riva et&#xa0;al. (2004)</xref> reported recessive resistance in UENF 1381 that may be governed by multiple genes. Furthermore, several genes have been identified in pepper which are required for complete virulence; reduced expression of such genes resulted in reduced susceptibility to BSP. Some notable examples include GLIP1 (<xref ref-type="bibr" rid="B18">Hong et&#xa0;al., 2008</xref>), MRP1 (<xref ref-type="bibr" rid="B1">An et&#xa0;al., 2008</xref>), MLO2 (<xref ref-type="bibr" rid="B23">Kim and Hwang, 2012</xref>), and GRP1 (<xref ref-type="bibr" rid="B24">Kim et&#xa0;al., 2015</xref>).</p>
<p>A patent filed in 2013 and granted in the US in 2021 describes a recessive, non-race-specific resistance gene in pepper called &#x201c;xcv-1&#x201d;, which encodes a cysteine-rich transmembrane region with the resistant allele containing a double leucine deletion (<xref ref-type="bibr" rid="B26">Kiss et&#xa0;al., 2021</xref>). Interestingly, one of the polymorphic genes located towards the center of the <italic>bs5</italic> fine mapped interval (GeneID: 107864425) encodes a cysteine-rich transmembrane domain-containing protein (CYSTM) and has a double leucine deletion in the resistant allele (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). The genomic localization of <italic>xcv-1</italic> has not been reported; however, out of 6 cysteine-rich transmembrane genes annotated in the <italic>C. annuum</italic> UCD10X genome, two are present in the <italic>bs5</italic> region (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 17</bold>
</xref>), and only 107864425 is polymorphic between ECW and ECW50R with a double leucine deletion (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). Thus, it is likely that <italic>xcv-1</italic> and <italic>bs5</italic> are identical resistances (<xref ref-type="bibr" rid="B63">Szarka et&#xa0;al., 2022</xref>) and are encoded by gene 107864425. CYSTM proteins are known to have a role in stress tolerance and disease resistance. Ectopic overexpression of a group of pathogen-induced CYSTM proteins in <italic>Arabidopsis</italic> reduced in-planta population of <italic>Pseudomonas syringae</italic> pv. <italic>tomato</italic> (<xref ref-type="bibr" rid="B43">Pereira Mendes et&#xa0;al., 2021</xref>).</p>
<p>A number of <italic>bs6</italic> candidate resistance genes are ZED1-related kinases (ZRKs), which are members of the broad receptor-like kinase/Pelle family of protein kinases (<xref ref-type="bibr" rid="B57">Shiu et&#xa0;al., 2004</xref>). ZRKs belong to family RLCK-XII, which includes several pseudokinases that can participate in biotic defense response (<xref ref-type="bibr" rid="B33">Lewis et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B68">Wang et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B53">Seto et&#xa0;al., 2017</xref>). A tomato ZRK, <italic>JIM2</italic> (<italic>RxopJ4</italic>), provides resistance against bacterial spot of tomato by serving as a decoy target for the type III effector, XopJ4, and consequently activates a ZAR1-mediated defense response (<xref ref-type="bibr" rid="B52">Schultink et&#xa0;al., 2019</xref>). Surprisingly, <italic>RxopJ4</italic> is one of several ZRKs located in the syntenic region of <italic>bs6</italic> in tomato genome (data not shown) (<xref ref-type="bibr" rid="B54">Sharlach, 2013</xref>). Since ZRKs can be targeted by bacterial effectors, and since recessive resistances such as <italic>bs6</italic> often result from modification of bacterial susceptibility targets, four ZRKs in the <italic>bs6</italic> interval are also intriguing candidates for <italic>bs6</italic>.</p>
<p>
<italic>bs5</italic> and <italic>bs6</italic> act synergistically and provide resistance against all races of <italic>Xe</italic>. Together with <italic>bs8</italic>, which provides resistance against <italic>Xg</italic>, they enable development of pepper varieties carrying long-lasting recessive resistance to all known BSP pathogens. Pyramiding of resistance genes also increases stability of resistance, both in terms of durability, and against unfavorable conditions. As an example, <italic>bs5</italic> or <italic>bs6</italic>, alone, provides lower levels of resistance at high temperatures (<xref ref-type="bibr" rid="B66">Vallejos et&#xa0;al., 2010</xref>). The next steps are to functionally characterize the candidate genes to identify <italic>bs5</italic>/<italic>bs6</italic>. Identification of the resistance genes will facilitate understanding of the mechanism of resistance, which in turn can contribute to the development of novel disease control strategies. Apart from pepper, development of bacterial spot-resistant tomatoes is highly desirable, and identification of the <italic>bs5</italic>/<italic>bs6</italic> genes will be a crucial step for identifying tomato homologs which can be targeted by gene-editing technologies.</p>
</sec>
<sec id="s4" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s4_1">
<title>Planting materials and growing conditions</title>
<p>For developing populations segregating for resistance, ECW50R and ECW60R were used as resistant parents for <italic>bs5</italic> and <italic>bs6</italic>, respectively. ECW was used as susceptible parent for both populations. For both resistances, ECW was crossed with respective resistant parent to produce an F<sub>1</sub> population, which was self-pollinated to generate F<sub>2</sub> seeds. F<sub>3</sub> populations were generated by selfing of F<sub>2</sub>s when necessary. F<sub>2</sub> recombinant individuals were self-pollinated, and progeny were genotyped to identify plants fixed for the recombined chromosomal segments (recombinant inbred lines (RILs)). A complete outline of all populations is presented in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supp. Image 1</bold>
</xref>. For all plants, seeds were sown in a seedling flat, and fourteen-day-old seedlings were transplanted to 10-cm pots containing Fafard Mix 4 (Fafard, Inc., Agawam, MA). For fine-mapping F<sub>2</sub> populations, the plants were grown in 242-well trays (Speedling Inc., Sun City, FL) containing Speedling peat-lite soilless media (Speedling Inc., Sun City, FL). The transplants were grown in a greenhouse at temperatures ranging between 20-30 &#xb0;C.</p>
</sec>
<sec id="s4_2">
<title>Inoculation and disease evaluation</title>
<p>As the resistant responses due to <italic>bs5</italic> and <italic>bs6</italic> do not result in HR induction, they are differentiated from the susceptible response by infiltration of bacterial suspension into pepper leaves at a low concentration (<xref ref-type="bibr" rid="B59">Stall, 1981</xref>). In contrast to the development of necrotic lesion in susceptible pepper, the <italic>bs5</italic> resistance only causes a slight yellowing of the infiltrated area and the <italic>bs6</italic> resistant response is characterized by a more intense chlorosis (<xref ref-type="bibr" rid="B66">Vallejos et&#xa0;al., 2010</xref>). <italic>Xe</italic> race P6 strain Xv157 was grown in nutrient broth (BBL, Cockeysville, MD) overnight at 28 &#xb0;C with constant shaking. Bacterial cells were pelleted by centrifugation, the supernatant was discarded, and the cells were re-suspended in sterile tap water. The bacterial suspension was adjusted using Spectronic 20 Genesys spectrophotometer (Spectronic Instruments, Rochester, NY) to OD<sub>600</sub> = 0.3, which is approximately 10<sup>8</sup> CFU/ml, then diluted to 10<sup>5</sup> CFU/ml in sterile tap water. The resulting bacterial suspension was infiltrated with a syringe and hypodermic needle into the mesophyll of the first and second true leaf of five- to six-week-old pepper plants. Inoculated plants were maintained in a greenhouse for disease development, and the plants were evaluated three weeks after inoculation. Plants showing confluent necrosis were rated as susceptible, else they were rated as resistant for the respective resistance. For <italic>bs6</italic> resistance, the disease screen of each RIL was repeated multiple times to obtain accurate phenotypic result.</p>
</sec>
<sec id="s4_3">
<title>GBS library preparation and sequencing</title>
<p>Foliar tissue from young leaves was lyophilized and used for DNA extraction. Genomic DNA was extracted using the Qiagen Plant DNeasy Mini Kit (Qiagen, Germantown, MD) according to the manufacturer&#x2019;s instructions. The DNA was normalized to 5 ng/&#xb5;L based on quantification with a Synergy 2 multimode microplate reader (Biotek Instruments, Winooski, VT) with the Quant-iT PicoGreen double-stranded DNA quantification assay (Thermo Fisher Scientific, Waltham, MA). A 96-plex (ninety one F<sub>2</sub>s, a single F<sub>1</sub>, and two each of ECW and respective resistant parent) <italic>ApeKI</italic> GBS library was constructed using a previously published protocol (<xref ref-type="bibr" rid="B13">Elshire et&#xa0;al., 2011</xref>). Barcode-adapter titration indicated that 0.9 ng &#xb5;L<sup>-1</sup> of each barcode-adapter per 50 ng of genomic DNA produced satisfactory libraries without dimer formation. The barcode-adapter titration mixture and the final GBS library were analyzed on an Agilent 2100 Bioanalyzer (Agilent Technologies, Santa Clara, CA) to ensure acceptable fragment size distribution and quantities. The GBS library was diluted to 3.6 pM and sequenced on one lane (single end, 101 base pair read length) of an Illumina HiSeq 2500 (Illumina Inc, San Diego, CA) at the Genomics Resources Core Facility (Weill Cornell Medicine, NY).</p>
</sec>
<sec id="s4_4">
<title>GBS pipeline and SNP discovery</title>
<p>The raw sequencing reads were processed in TASSEL version 3.0 (<xref ref-type="bibr" rid="B3">Bradbury et&#xa0;al., 2007</xref>) using either the reference genome-reliant TASSEL-GBS pipeline (<xref ref-type="bibr" rid="B16">Glaubitz et&#xa0;al., 2014</xref>) or the reference-free UNEAK pipeline (for <italic>bs6</italic>) (<xref ref-type="bibr" rid="B37">Lu et&#xa0;al., 2013</xref>). For both pipelines, high quality sequencing reads that contained a barcode-adapter, an <italic>ApeKI</italic> restriction site, and an inserted genomic sequence (hereafter termed GBS tags) were identified and selected based on polymorphism between parents. In TASSEL-GBS pipeline, the reads were aligned with the bwa v0.7.8 (<xref ref-type="bibr" rid="B34">Li and Durbin, 2009</xref>) to the <italic>C. annuum</italic> UCD10X reference genome, release 1.1 (<xref ref-type="bibr" rid="B19">Hulse-Kemp et&#xa0;al., 2018</xref>) to identify polymorphisms (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 1</bold>
</xref>). For the UNEAK pipeline, reference genome information was not necessary, and SNPs were identified by pairwise alignment of all unique sequence tags across the entire dataset (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table 2</bold>
</xref>). Raw read files from sequencing of GBS libraries are deposited in NCBI SRA under bioproject PRJNA863731.</p>
</sec>
<sec id="s4_5">
<title>Linkage analysis</title>
<p>Polymorphic SNPs identified between the parental lines were employed for linkage analyses using MapDisto v1.7 (implemented within Microsoft Excel 2007), (<xref ref-type="bibr" rid="B36">Lorieux, 2012</xref>). The parameters in linkage analyses were a minimum LOD=5, a maximum r=0.3, and the &#x2018;Kosambi&#x2019; mapping function. The loci were ordered within each linkage map using the auto-order function. QTL analysis was conducted for each population to determine the association between the SNPs within a linkage group and resistance to race P6. Single marker analysis was performed using the R/qtl package in R v3.3.1 (<xref ref-type="bibr" rid="B4">Broman et&#xa0;al., 2003</xref>).</p>
</sec>
<sec id="s4_6">
<title>CAPS marker development and genotyping</title>
<p>Cleaved Amplified Polymorphic Sequence (CAPS) markers were designed for validating the mapping results from GBS and for fine mapping. Primers for the markers were designed using Primer 3 software (<xref ref-type="bibr" rid="B65">Untergasser et&#xa0;al., 2007</xref>) utilizing SNPs identified from GBS. DNA was extracted using a Cetyltrimethylammonium Bromide (CTAB) method (<xref ref-type="bibr" rid="B12">Doyle and Doyle, 1987</xref>) and polymerase chain reaction (PCR) was carried out with Phire Hot Start II DNA polymerase (Thermo Fisher Scientific, Waltham, MA) in a 10 &#x3bc;l volume, which consisted of 2 &#x3bc;l of DNA (adjusted to ~20 ng/&#x3bc;l), 4.89 &#x3bc;l of HPLC-H<sub>2</sub>O, 2 &#x3bc;l of 5X Phire Reaction Buffer, 1 &#x3bc;l of dNTPs, 0.03 &#x3bc;l each of forward and reverse primers, and 0.05 &#x3bc;l of polymerase. The amplicons were digested with appropriate restriction enzymes according to the manufacturer&#x2019;s recommendations (New England Biolabs, Ipswich, MA). Results were detected using electrophoresis on 3% agarose gels stained with ethidium bromide.</p>
</sec>
<sec id="s4_7">
<title>HRM marker development and genotyping</title>
<p>High Resolution Melting curve (HRM) markers were developed from SNPs identified from GBS. Primers were developed using the IDT PrimerQuest (idtdna.com/Primerquest). DNA was extracted using a NaOH rapid DNA extraction method (<xref ref-type="bibr" rid="B32">Lee et&#xa0;al., 2017</xref>). The 5 &#x3bc;l PCR reactions were mixed with 2x AccuStart II PCR SuperMix (Quantabio, Beverly, MA), 0.5 &#x3bc;M of each primer, and 20x EvaGreen Dye (Biotium, Hayward, CA) and run as follows: (95 &#xb0;C @ 60s) + 40 &#xd7; ((94 &#xb0;C @ 5s) + (<italic>Tm</italic> @ 10s) + (72 &#xb0;C @ 15s)) + (72 &#xb0;C for 60s), where <italic>Tm</italic> is the annealing temperature. For allele determination, melting curve analysis was performed by scanning the PCR product in a LightCycler 480 Instrument II (Roche, Pleasanton, CA).</p>
</sec>
<sec id="s4_8">
<title>Whole genome sequencing</title>
<p>A modified microprep protocol was used for DNA extraction for whole genome sequencing of ECW60R (<xref ref-type="bibr" rid="B14">Fulton et&#xa0;al., 1995</xref>; <xref ref-type="bibr" rid="B56">Sharma et&#xa0;al., 2022b</xref>). DNA concentration and purity was verified using NanoDrop (Thermo Fisher Scientific, Waltham, MA). Subsequently, DNA was cleaned using DNeasy PowerClean Pro Cleanup Kit (Qiagen, Germantown, MD) following the manufacturer&#x2019;s recommendations. Illumina sequencing library was prepared using a Nextera DNA Flex Library Prep Kit (Illumina Inc, San Diego, CA) using the protocol recommended by the manufacturer. The DNA was sequenced to produce 100 base-pairs (bp) paired end reads in one lane of Illumina HiSeq 3000 at University of Florida Interdisciplinary Center for Biotechnology Research.</p>
</sec>
<sec id="s4_9">
<title>Super-scaffolding</title>
<p>The <italic>C. annuum</italic> ECW whole genome sequence (GCA_011745845.1) was only assembled to scaffold level at the time of analysis (<xref ref-type="bibr" rid="B25">Kim et&#xa0;al., 2017</xref>). To produce contiguous sequence, the <italic>bs5</italic> or <italic>bs6</italic> fine mapped intervals were blasted against the reference genome <italic>C. annuum</italic> UCD10X (GCF_002878395.1). All ECW scaffolds with query coverage greater than 2% and matching to unique regions were identified and concatenated together in correct order and orientation to produce ECW super-scaffolds for <italic>bs5</italic> and <italic>bs6.</italic> The super-scaffolds also consisted of 5 Kbp region up- and down&#x2013;stream from flanking markers and 3 Kbp gap between stitched scaffolds. The super-scaffolds were aligned with <italic>C. annuum</italic> UCD10X resistance intervals to verify complete coverage.</p>
</sec>
<sec id="s4_10">
<title>Super-scaffold gene prediction</title>
<p>The ECW genes were predicted <italic>de-novo</italic> to overcome differences in gene annotations between reference genomes. ECW gene prediction model was developed using BRAKER v2.1.6 (<xref ref-type="bibr" rid="B5">Br&#x16f;na et&#xa0;al., 2021</xref>). Within BRAKER, three publicly available ECW RNAseq sequences (SRR13488414, SRR13488423, and SRR13488424) were aligned to <italic>C. annuum</italic> ECW genome sequence (GCA_011745845.1) and supplied to <sc>Genemark-ET</sc> v4.68 (<xref ref-type="bibr" rid="B35">Lomsadze et&#xa0;al., 2014</xref>) to generate hints for training <sc>Augustus</sc> v3.4.0 (<xref ref-type="bibr" rid="B61">Stanke et&#xa0;al., 2008</xref>). The resulting ECW gene prediction model was used to identify potential protein coding regions in the <italic>bs5</italic> and <italic>bs6</italic> super-scaffolds. The genes were validated based on their posterior probability and annotation of homologous regions in <italic>C. annuum</italic> UCD10X or <italic>C. annuum</italic> CM334 annotation.</p>
</sec>
<sec id="s4_11">
<title>Sequence analysis</title>
<p>Polymorphisms for <italic>bs5</italic> were identified using whole genome bulk sequences of PI 163192 &#xd7; ECW50R F<sub>2</sub> population, which is fixed for <italic>bs5</italic> gene (<xref ref-type="bibr" rid="B56">Sharma et&#xa0;al., 2022b</xref>). For <italic>bs6</italic>, the whole genome sequence of ECW60R was used. The sequences were analyzed using an in-house pipeline. The quality of the reads was verified with <sc>FastQC</sc> 0.11.7 (bioinformatics.babraham.ac.uk/&#x200b;projects/&#x200b;fastqc) and the adapters were trimmed using <sc>trim_galore</sc> v<sc>0.6.5</sc> (<xref ref-type="bibr" rid="B30">Krueger et&#xa0;al., 2021</xref>). The trimmed reads were aligned to <italic>C. annuum</italic> ECW genome using <sc>Bwa-mem2</sc> v2.2.1 (<xref ref-type="bibr" rid="B67">Vasimuddin et&#xa0;al., 2019</xref>). The resulting alignment file was used for variant calling with the <sc>HaplotypeCaller</sc> tool in <sc>GATK 4</sc> (<xref ref-type="bibr" rid="B11">DePristo et&#xa0;al., 2011</xref>). The variants were filtered under high stringency as follows: depth &#x2265; 12, quality-normalized depth &#x2265; 10, mapping quality &#x2265; 50, and reference allele depth &#x2264; 0.1 &#xd7; alternate allele depth. The sequencing data for PI 163192 &#xd7; ECW50R F<sub>2</sub>s has previously been deposited in NCBI/&#x200b;ENA/&#x200b;DDBJ database under bioproject PRJNA789991. ECW60R whole genome sequence is deposited under bioproject PRJNA863893.</p>
</sec>
<sec id="s4_12">
<title>Candidate genes identification</title>
<p>The coordinates and allelic sequence of high-quality polymorphisms in <italic>bs5</italic>/&#x200b;<italic>bs6</italic> super-scaffolds were derived from variant calling of <italic>C. annuum</italic> ECW scaffolds with an in-house script. The polymorphism were annotated with <sc>snpEff</sc> v5.0 (<xref ref-type="bibr" rid="B6">Cingolani et&#xa0;al., 2012</xref>) using a custom super-scaffold variant annotation database built using previously described sequences and protein coding regions. Only the variations that result in protein coding changes were selected to identify potential candidate genes. Potential homologs of candidate genes in other <italic>C. annuum</italic> genomes were identified by blasting the predicted amino acid sequences of those genes, which also provided the functional annotations of the candidates. Finally, protein domains containing the polymorphisms between ECW and ECW50R/&#x200b;ECW60R were identified by <sc>Pfam</sc> (<xref ref-type="bibr" rid="B40">Mistry et&#xa0;al., 2021</xref>) and <sc>InterPro</sc> search (<xref ref-type="bibr" rid="B2">Blum et&#xa0;al., 2021</xref>).</p>
</sec>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The datasets presented in this study can be found in online repositories. The names of the repository/repositories and accession number(s) can be found in the article/<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Material</bold>
</xref>.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>GM, JJ, and RS initially developed ECW50R and ECW60R lines. JL, JH, and MM performed GBS and contributed to its analysis. Fine mapping was conducted by JL, RW and SH (genotyping) and GM and JJ (phenotyping). UG generated the whole genome sequences. AS contributed to manuscript writing, fine-mapping, sequence analysis, and identification of candidate genes. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The research was supported by USDA NIFA Specialty Crop Research Initiative Grants Program Grant Number: 2015-51181-24312 and 2019-51181-30010. We would also like to thank 2blades foundation for providing support for initial stages of mapping. John Hart was supported by a Seed Matters Postdoctoral Fellowship.</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>
<italic>Xanthomonas euvesicatoria</italic> strain Xv157 (race 6) was kindly provided by S. A. Miller (The Ohio State University, Wooster).</p>
</ack>
<sec id="s9" sec-type="COI-statement">
<title>Conflict of interest</title>
<p>AO and BS are applicants for patent WO2021011348A1/US20210071193A1. MM is a cofounder of Row 7 Seeds, but neither receives compensation nor holds equity.</p>
<p>The remaining 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.2023.1061803/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2023.1061803/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="DataSheet_1.zip" id="SM1" mimetype="application/zip"/>
</sec>
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