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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>
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<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2024.1395223</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>Fine mapping of <italic>QYrsv.swust-</italic>1BL for resistance to stripe rust in durum wheat Svevo</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Zhou</surname>
<given-names>Xinli</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
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</contrib>
<contrib contrib-type="author" equal-contrib="yes">
<name>
<surname>Jia</surname>
<given-names>Guoyun</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn003">
<sup>&#x2020;</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Luo</surname>
<given-names>Yuqi</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Xin</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Cai</surname>
<given-names>Lin</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
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<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Xianming</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
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<contrib contrib-type="author" corresp="yes">
<name>
<surname>Kang</surname>
<given-names>Zhensheng</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
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<aff id="aff1">
<sup>1</sup>
<institution>Wheat Research Institute, School of Life Sciences and Engineering, Southwest University of Science and Technology</institution>, <addr-line>Mianyang, Sichuan</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>College of Tobacco Science of Guizhou University, Key Laboratory of Plant Resource Conservation and Germplasm Innovation in Mountainous Region (Ministry of Education), Guizhou Key Lab of Agro-Bioengineering</institution>, <addr-line>Guiyang</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>US Department of Agriculture, Agricultural Research Service, Wheat Health, Genetics, and Quality Research Unit, and Department of Plant Pathology, Washington State University</institution>, <addr-line>Pullman, WA</addr-line>, <country>United States</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>State Key Laboratory of Crop Stress Biology in Arid Areas and College of Plant Protection, Northwest A&amp;F University</institution>, <addr-line>Xianyang, Shaanxi</addr-line>, <country>China</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Changlin Liu, Chinese Academy of Agricultural Sciences (CAAS), China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Francesca Desiderio, Council for Agricultural and Economics Research, Italy</p>
<p>Jindong Liu, Chinese Academy of Agricultural Sciences, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Zhensheng Kang, <email xlink:href="mailto:kangzs@nwsuaf.edu.cn">kangzs@nwsuaf.edu.cn</email>; Lin Cai, <email xlink:href="mailto:lincai@gzu.edu.cn">lincai@gzu.edu.cn</email>
</p>
</fn>
<fn fn-type="equal" id="fn003">
<p>&#x2020;These authors have contributed equally to this work</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>12</day>
<month>06</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1395223</elocation-id>
<history>
<date date-type="received">
<day>03</day>
<month>03</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>06</day>
<month>05</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Zhou, Jia, Luo, Li, Cai, Chen and Kang</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Zhou, Jia, Luo, Li, Cai, Chen and Kang</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>Stripe rust, caused by <italic>Puccinia striiformis</italic> f. sp. <italic>tritici</italic> (<italic>Pst</italic>), is a serious disease that affects wheat worldwide. There is a great need to develop cultivars with combinations of all-stage resistance (ASR) and adult-plant resistance (APR) genes for sustainable control of the disease. <italic>QYrsv.swust-1BL</italic> in the Italian durum wheat (<italic>Triticum turgidum</italic> ssp. <italic>durum</italic>) cultivar Svevo is effective against <italic>Pst</italic> races in China and Israel, and the gene has been previously mapped to the long arm of chromosome 1B. The gene is flanked by SNP (single nucleotide polymorphism) markers <italic>IWB5732</italic> and <italic>IWB4839</italic> (0.75 cM). In the present study, we used high-density 660K SNP array genotyping and the phenotypes of 137 recombinant inbred lines (RILs) to fine map the <italic>QYrsv.swust-1BL</italic> locus within a 1.066 Mb region in durum wheat Svevo (RefSeq Rel. 1.0) on chromosome arm 1BL. The identified 1.066 Mb region overlaps with a previously described map of <italic>Yr29/QYr.ucw-1BL</italic>, a stripe rust APR gene. Twenty-five candidate genes for <italic>QYrsv.swut-1BL</italic> were identified through comparing polymorphic genes within the 1.066 Mb region in the resistant cultivar. SNP markers were selected and converted to Kompetitive allele-specific polymerase chain reaction (KASP) markers. Five KASP markers based on SNP were validated in a F<sub>2</sub> and F<sub>2:3</sub> breeding population, providing further compelling evidence for the significant effects of <italic>QYrsv.swut-1BL</italic>. These markers should be useful in marker-assisted selection for incorporating <italic>Yr29/QYrsv.swust-1BL</italic> into new durum and common wheat cultivars for resistance to stripe rust.</p>
</abstract>
<kwd-group>
<kwd>stripe rust</kwd>
<kwd>resistance gene</kwd>
<kwd>durum wheat</kwd>
<kwd>fine mapping</kwd>
<kwd>quantitative trait locus</kwd>
</kwd-group>
<counts>
<fig-count count="4"/>
<table-count count="5"/>
<equation-count count="0"/>
<ref-count count="55"/>
<page-count count="14"/>
<word-count count="6471"/>
</counts>
<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Functional and Applied Plant Genomics</meta-value>
</custom-meta>
</custom-meta-wrap>
</article-meta>
</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Wheat is a widely cultivated grain crop and is critical for global food security. Thus, it is important to limit pathogen-caused losses in wheat yield. Stripe rust (Yellow rust, <italic>Yr</italic>), caused by the fungal pathogen <italic>Puccinia striiformis</italic> f. sp. <italic>tritici</italic> (<italic>Pst</italic>), is a growing threat to global wheat production (<xref ref-type="bibr" rid="B5">Chen, 2005</xref>, <xref ref-type="bibr" rid="B10">2020</xref>). Although fungicides can control stripe rust, this approach can be costly and harmful to humans, animals, and the environment. The most economical, effective, and environmentally friendly approach to controlling stripe rust is to develop resistant cultivars. However, because of co-evolution pressures, race-specific resistance can be ultimately overcome by new races of the pathogen, often within just a few years (<xref ref-type="bibr" rid="B4">Beddow et&#xa0;al., 2015</xref>). There is an urgent need to identify effective stripe rust-resistant genes and develop new resistant cultivars.</p>
<p>At present, 86 formally named resistance genes, more than 70 temporarily named genes, and more than 380 quantitative trait loci (QTL) for resistance to stripe rust have been identified from common wheat, durum wheat, and wild relatives (<xref ref-type="bibr" rid="B3">Bansal et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B47">Wang and Chen, 2017</xref>; <xref ref-type="bibr" rid="B13">Feng et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B34">Nsabiyera et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B16">Gessese et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B29">Maccaferri et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B35">Pakeerathan et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B45">Singh et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B20">Klymiuk et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B50">Yao et al., 2022</xref>; <xref ref-type="bibr" rid="B14">Feng et&#xa0;al., 2023</xref>; <xref ref-type="bibr" rid="B55">Zhu et&#xa0;al., 2023</xref>). However, most of the genes were overcome by the pathogen shortly after being introduced to commercial cultivars. Race-specific (mostly all-stage resistance genes) and non-race-specific [mostly adult-plant resistance (APR) genes] are two major classes of resistance to wheat stripe rust (<xref ref-type="bibr" rid="B6">Chen et&#xa0;al., 2013</xref>). Race-specific resistance genes typically encode nucleotide-binding site-leucine-rich repeat (NBS-LRR) resistance proteins. These proteins can detect the presence of pathogen effectors or modify the defense proteins they produce in the host, thereby triggering hypersensitive reactions and reducing the growth of pathogens (<xref ref-type="bibr" rid="B36">Periyannan et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B52">Zhang et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B9">Chen et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B30">Marchal et&#xa0;al., 2018</xref>). However, many race-specific resistance genes in commercial cultivars are no longer effective. This is because amino acid changes in the effectors can help the pathogen evade recognition by the nucleotide-binding leucine-rich repeat (NB-LRR) genes (<xref ref-type="bibr" rid="B8">Chen et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B41">Salcedo et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B12">Cobo et&#xa0;al., 2019</xref>). By contrast, APR genes typically show more durable but less strong resistance than all-stage race-specific genes (<xref ref-type="bibr" rid="B22">Krattinger et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B43">Singh et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B6">Chen et&#xa0;al., 2013</xref>). Three APR genes against wheat stripe rust have been cloned, encoding proteins that are more complex and diverse than NBS-LRR. <italic>Yr18</italic> encodes an ATP-binding cassette (ABC) transporter (<xref ref-type="bibr" rid="B22">Krattinger et&#xa0;al., 2009</xref>); <italic>Yr36</italic> encodes a kinase and a putative START lipid-binding domain (<xref ref-type="bibr" rid="B15">Fu et&#xa0;al., 2009</xref>; <xref ref-type="bibr" rid="B17">Gou et&#xa0;al., 2015</xref>); and <italic>Yr46</italic> encodes a hexose transporter (<xref ref-type="bibr" rid="B33">Moore et&#xa0;al., 2015</xref>). Using APR is a demonstrated approach to developing wheat cultivars with durable resistance to stripe rust (<xref ref-type="bibr" rid="B6">Chen et&#xa0;al., 2013</xref>; <xref ref-type="bibr" rid="B27">Liu et&#xa0;al., 2018</xref>, <xref ref-type="bibr" rid="B28">2019</xref>).</p>
<p>Stripe rust resistance QTL <italic>QYrsv.swust-1BL</italic> was previously mapped between the linked SNP markers <italic>IWB5732</italic> and <italic>IWB4839</italic> in a 0.75 cM (1.74 Mb) region derived from durum wheat cultivar Svevo (<xref ref-type="bibr" rid="B54">Zhou et&#xa0;al., 2021</xref>), which overlaps the map of <italic>Yr29</italic>, a long-term utilized gene for APR to stripe rust (<xref ref-type="bibr" rid="B48">William et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B21">Kolmer, 2015</xref>). The known pleiotropic APR gene <italic>Yr29/Lr46/Sr58/Pm39</italic> has been reported in several studies (<xref ref-type="bibr" rid="B39">Ren et&#xa0;al., 2017</xref>; <xref ref-type="bibr" rid="B11">Cobo et&#xa0;al., 2018</xref>, <xref ref-type="bibr" rid="B12">2019</xref>; <xref ref-type="bibr" rid="B18">Herrera-Foessel et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B37">Ponce-Molina et&#xa0;al., 2018</xref>; <xref ref-type="bibr" rid="B23">Li et&#xa0;al., 2020</xref>). <italic>Yr29/Lr46</italic> (<xref ref-type="bibr" rid="B44">Singh et&#xa0;al., 1998</xref>; <xref ref-type="bibr" rid="B48">William et&#xa0;al., 2003</xref>) provides partial APR to rust diseases (<xref ref-type="bibr" rid="B19">Herrera-Foessel et&#xa0;al., 2015</xref>) and powdery mildew (<xref ref-type="bibr" rid="B24">Lillemo et&#xa0;al., 2008</xref>, <xref ref-type="bibr" rid="B25">2013</xref>) in wheat. <italic>Yr29/Lr46</italic> is also associated with the leaf tip necrosis (<italic>Ltn</italic>) gene <italic>Ltn2</italic> (<xref ref-type="bibr" rid="B48">William et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B40">Rosewarne et&#xa0;al., 2006</xref>). <italic>QYrsv.swust</italic>-<italic>1BL</italic> explained 11.0% to 34.4% of the phenotypic variation and was effective across all tested environments in China and Israel. The phenotypic variance explained by <italic>QYrsv.swust</italic>-<italic>1BL</italic> and <italic>Yr29</italic> was very similar (<xref ref-type="bibr" rid="B54">Zhou et&#xa0;al., 2021</xref>). However, it is not certain whether the two genes are the same gene, allelic genes, or closely linked genes. In addition, the flanking markers were not sufficiently close for efficient marker-assisted selection.</p>
<p>The objectives of this study were to genotype recombinant inbred lines (RILs) used in the previous study (<xref ref-type="bibr" rid="B54">Zhou et&#xa0;al., 2021</xref>) using the wheat 660K SNP iSelect array, produce a high-resolution map for the resistance gene <italic>QYrsv.swust</italic>-<italic>1BL</italic> in Svevo with more markers, identify candidates for this resistance gene, transfer <italic>QYrsv.swust</italic>-<italic>1BL</italic> into common wheat, and develop user-friendly markers for validation to hasten the use of this gene in breeding programs.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Plant materials</title>
<p>To fine-map the locus of <italic>QYrsv.swust</italic>-<italic>1BL</italic> for stripe rust APR in Svevo, 137 RILs developed from Svevo/Zavitan (<xref ref-type="bibr" rid="B2">Avni et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B54">Zhou et&#xa0;al., 2021</xref>) were used as a mapping population. To transfer and validate stripe rust resistance from durum wheat Svevo to the Chinese common wheat (<italic>T. aestivum</italic>) background, Svevo was crossed with Mianmai 37 (MM 37), a widely grown common wheat cultivar developed by the Wheat Research Institute, Mianyang Academy of Agricultural Sciences, Sichuan, China. However, this cultivar has become susceptible to stripe rust in recent years. Twelve F<sub>1</sub> plants derived from MM 37/Svevo were selfed to generate 474 F<sub>2</sub> plants. Due to sterility, only 318 F<sub>2:3</sub> families were successfully harvested from 474 F<sub>2</sub> plants. F<sub>2</sub> plants correspond to 318 F<sub>2:3</sub> lines, which were phenotyped for stripe rust response and used to detect the availability of markers. Common wheat cultivars Jinmai 47 (JM 47) and Mingxian 169 (MX 169) were used in the phenotyping experiments as stripe rust-susceptible checks.</p>
</sec>
<sec id="s2_2">
<title>Field evaluation</title>
<p>In 2019 and 2020, the 137 RILs of Svevo/Zavitan were phenotyped for their responses to stripe rust in Yangling (YL, 34.292N, 108.077E), Shaanxi Province, and Mianyang (MY, 31.682N, 104.663E), Sichuan Province, China. A randomized complete block design was used, with two replicates in each year at each location. For each line in each replicate, 25 to 30 seeds were sown in a 1-m row, with 25 cm separating the rows. As susceptible checks, JM 47 was planted in every 20<sup>th</sup> row and MX 169 around the nursery to increase the pathogen inoculum. The YL site was planted on 6 October 2019 and 10 October 2020, and the MY site on 12 November 2019 and 15 November 2020. In Yangling, when flag leaves emerged [Zadoks growth stage (GS) 40] (<xref ref-type="bibr" rid="B51">Zadoks et&#xa0;al., 1974</xref>) in late March, the plants were inoculated with a mixture of equal amounts of urediniospores of <italic>Pst</italic> races CYR32, CYR33, and CYR34, which were predominant races in China. The fields in Mianyang were tested for natural <italic>Pst</italic> infection in these two growing seasons, as this region is one of the major <italic>Pst</italic> inoculum sources in China (<xref ref-type="bibr" rid="B7">Chen et&#xa0;al., 2014</xref>). The parents, 12 F<sub>1</sub>, and 474 F<sub>2</sub> plants of MM 37/Svevo were grown at the research farm of Southwest University of Science and Technology in Mianyang during the 2017&#x2013;2018 and 2018&#x2013;2019 growing seasons, respectively. Three hundred eighteen F<sub>2:3</sub> family seeds were harvested from 474 F<sub>2</sub> plants and were planted, together with the parental lines, at Mianyang on 12 November 2019 in a randomized complete block design with two replications. Infection type (IT) based on the 0&#x2013;9 scale (<xref ref-type="bibr" rid="B26">Line and Qayoum, 1992</xref>) and disease severity (DS) as percentage of infected foliage were recorded for each parent and RIL when JM 47 and MX 169 had 80% or higher DS at Zadoks growth stages (GS) 65&#x2013;69.</p>
</sec>
<sec id="s2_3">
<title>Phenotypic analysis</title>
<p>Relative to the phenotypic scores of the parents and susceptible checks, the RILs of Svevo/Zavitan and the F<sub>2:3</sub> families of MM 37/Svevo were classified into the groups of homozygous resistant (HR) and homozygous susceptible (HS). In addition, the segregating F<sub>2:3</sub> families were classified as segregating (Seg.). An analysis of variance (ANOVA) was conducted based on the IT and DS data of the populations in the tests of different years and fields (considered as different environments) using the &#x201c;AOV&#x201d; tool in QTL IciMapping V4.2 software (<xref ref-type="bibr" rid="B46">Wang, 2009</xref>; <xref ref-type="bibr" rid="B32">Meng et&#xa0;al., 2015</xref>).</p>
</sec>
<sec id="s2_4">
<title>DNA extraction, KASP marker development, and genotyping the RIL and F<sub>2</sub> populations</title>
<p>Total genomic DNA was extracted from the parents, 137 RILs of Svevo/Zavitan, and 318 F<sub>2</sub> plants from MM 37/Svevo using the cetyltrimethylammonium bromide (CTAB) method (<xref ref-type="bibr" rid="B1">Anderson et&#xa0;al., 1993</xref>). To identify closer SNP markers and saturate the targeted QTL region, the genetic maps of the RIL mapping population produced in the previous studies with the 90K SNP array (<xref ref-type="bibr" rid="B2">Avni et&#xa0;al., 2014</xref>; <xref ref-type="bibr" rid="B54">Zhou et&#xa0;al., 2021</xref>) and the sequences of closely linked polymorphic SNPs were used to BLAST search version 1.0 of the Chinese Spring and Svevo genome sequences from the International Wheat Genome Consortium (IWGSC) and at the GrainGenes Svevo Genome Browser (Durum Wheat Svevo RefSeq Rel. 1.0), respectively. Svevo, Zavitan, and MM 37 were first genotyped with the 660K SNP array by China Golden Marker Biotech Co., Ltd. (Beijing, China). The Kompetitive allele-specific polymerase chain reaction (KASP) markers were developed from the 660K SNP map (<ext-link ext-link-type="uri" xlink:href="http://wheat.pw.usda.gov/ggpages/topics/Wheat660_SNP_array_developed_by_CAAS.pdf">http://wheat.pw.usda.gov/ggpages/topics/Wheat660_SNP_array_developed_by_CAAS.pdf</ext-link>). Based on chromosome positions in the 660K SNP map, SNPs within a more conservative target region between <italic>IWB8812</italic> and <italic>IWB4839</italic> were selected for conversion to KASP markers (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). The KASP markers were used to screen the Svevo and Zavitan to confirm polymorphisms before genotyping the entire RIL population. Similarly, before screening the 318 F<sub>2</sub> plants, MM 37 and Svevo were tested with the KASP markers to confirm the polymorphisms before the markers were used to genotype the 318 F<sub>2</sub> plants from the MM 37/Svevo cross. The design of KASP primers, PCR amplification, and marker detection were conducted following the PolyMarker method (<xref ref-type="bibr" rid="B38">Ramirez-Gonzalez et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B49">Wu et&#xa0;al., 2018</xref>).</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>LOD scores of the MET <bold>(A, B)</bold> and BIP <bold>(C)</bold> analyses on infection type (IT) and disease severity (DS) values in stripe rust resistance <italic>QYrsv.swust-1BL</italic>. LOD, the total Lod score; LOD <bold>(A)</bold>, the additive effect component of the LOD; LOD (AbyE), the environmental by additive effect component of the LOD. The X-axis represents the genetic distance of the chromosomes. The Y-axis represents the threshold LOD score.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1395223-g001.tif"/>
</fig>
</sec>
<sec id="s2_5">
<title>Construction of genetic maps and QTL mapping</title>
<p>Genome Studio Polyploid Clustering v1.0 (Illumina, New York, USA) was used for genotype calling and clustering. Markers with &gt;20% of missing data were excluded from further analyses. Marker binning was done using pattern segregation methods (<xref ref-type="bibr" rid="B46">Wang, 2009</xref>; <xref ref-type="bibr" rid="B32">Meng et&#xa0;al., 2015</xref>). The linkage groups were ordered, and non-binned markers were placed in the groups based on their genome positions. The Chi-squared test was used to detect any segregation distortions. Markers with a <italic>p</italic>-value of &lt; 0.01 in the Chi-squared test were removed prior to generating the genetic map.</p>
<p>Genetic linkage maps of the KASP markers were constructed using the previously described procedures (<xref ref-type="bibr" rid="B53">Zhou et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B54">2021</xref>). The likelihood of an odd score of 2.5 was set as the threshold for linkages between loci, and QTL mapping was conducted based on the phenotyping and genotyping data using the software IciMapping V4.2 (<xref ref-type="bibr" rid="B46">Wang, 2009</xref>; <xref ref-type="bibr" rid="B32">Meng et&#xa0;al., 2015</xref>). Mapping was conducted first using the BIP (biparental population) module and the ICIM-ADD model in the years 2019&#x2013;2020 and by combining the data from the previous years 2016&#x2013;2018 from all environments. The MET (multi-environmental trials) module was also employed to identify the QTL loci in the years 2016&#x2013;2020 in all environments. The methodology used for the BIP and MET analyses closely follows the approach described in <xref ref-type="bibr" rid="B54">Zhou et&#xa0;al. (2021)</xref>. But the mapping parameters were step=0.1 cM and PIN=0.001 (probability of SNP to be included in the model).</p>
</sec>
<sec id="s2_6">
<title>Identification of candidate genes</title>
<p>The probes of the SNP identified in the QTL region were aligned to the newly released Chinese Spring sequences (IWGSC RefSeq V1.0, annotation V1.1, the International Wheat Genome Consortium (IWGSC), <ext-link ext-link-type="uri" xlink:href="https://www.wheatgenome.org/about/iwgsc-2.0">https://www.wheatgenome.org/about/iwgsc-2.0</ext-link>) through BLAST searching. This provided physical positions, reference sequences, annotations, and alignments of the polymorphic SNP markers. The SNP probes were also BLAST searched against the Svevo genome sequences at the GrainGenes Svevo Genome Browser (Durum Wheat Svevo RefSeq Rel. 1.0). Annotated genes in the target region were bioinformatically analyzed using the NCBI (<ext-link ext-link-type="uri" xlink:href="https://bl-ast.ncbi.nlm.nih.gov/Blast.cgi">https://bl-ast.ncbi.nlm.nih.gov/Blast.cgi</ext-link>) and Genoscope (<ext-link ext-link-type="uri" xlink:href="https://www.cea.fr/drf/ifr-ancoisjacob/Pages/Departements/Genoscope.aspx">https://www.cea.fr/drf/ifr-ancoisjacob/Pages/Departements/Genoscope.aspx</ext-link>) databases and the Web site-based software FGENSH (<ext-link ext-link-type="uri" xlink:href="http://www.softberry.com/berry.phtml?topic=fgenesh&amp;group=he-lp&amp;subgroup=gfind">http://www.softberry.com/berry.phtml?topic=fgenesh&amp;group=he-lp&amp;subgroup=gfind</ext-link>) for their putative functions and possible involvement in plant disease resistance to identify candidates of the stripe rust resistance genes.</p>
</sec>
</sec>
<sec id="s3" sec-type="results">
<title>Results</title>
<sec id="s3_1">
<title>Developing KASP markers</title>
<p>Using the initial markers <italic>IWB8812</italic> and <italic>IWB4839</italic> from the 90K wheat SNP array as the conservative flanking loci, <italic>QYrsv.swust-1BL</italic> from Svevo was mapped in the 1.855 Mb (physical position: 669,649,666 ~ 671,505,587 bp) region corresponding to the Chinese Spring IWGSC RefSeq v1.0 1BL chromosome, which includes the segments previously reported and considered as <italic>QYr.ucw-1BL/Yr29</italic> (<xref ref-type="bibr" rid="B12">Cobo et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B54">Zhou et&#xa0;al., 2021</xref>). By comparing the genome sequences of durum wheat Svevo RefSeq Rel. 1.0 (the GrainGenes Svevo Genome Browser) and Chinese Spring IWGSC RefSeq v1.0 (<ext-link ext-link-type="uri" xlink:href="https://urgi.versailles.inra.fr/download/iwgsc/">https://urgi.versailles.inra.fr/download/iwgsc/</ext-link>), a nucleic acid database was constructed with the genome sequences of Svevo. The sequences of 630,517 SNP probes from the 660K SNP array were compared to the genome sequences of Svevo by BLASTn. All SNP probes that matched the expected sequences of the 660,683,255 ~ 663,334,719 bp region of the Svevo chromosome 1BL were selected. Similarly, in the Chinese Spring genome, SNPs in the 669,649,666 ~ 671,505,587 bp region were identified. Based on both physical positions of the commonly polymorphic SNP loci on 1BL, a total of 42 SNP markers were selected from the wheat 660K SNP array in the 669,649,666 ~ 671,505,587 bp region, from which 21 KASP markers were successfully developed. After confirming the polymorphisms between the parental lines (Svevo and Zavitan), thirteen KASP markers (<italic>A009289</italic>, <italic>A009276</italic>, <italic>A009272</italic>, <italic>A007975</italic>, <italic>A007979</italic>, <italic>A009270</italic>, <italic>A009271</italic>, <italic>A007972</italic>, <italic>A009275</italic>, <italic>A012891</italic>, <italic>A012893</italic>, <italic>A012894</italic>, and <italic>A012896</italic>) successfully distinguished Svevo and Zavitan (<xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>). A total of 47 wheat DNA samples, including the 2 parents and 23 resistant and 22 susceptible RILs from the Svevo/Zavitan cross, were selected to verify these markers, which were then tested on 137 RILs from the Svevo/Zavitan cross. The sequences of the 13 KASP markers are shown in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>. The SNP sequences associated with <italic>QYrsv.swust-1BL</italic> identified from the wheat 660K SNP array are shown in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>, which were used to design the KASP primer sequence. When these 13 KASP markers were used to genotype MM 37, Svevo, five markers&#x2014;<italic>A009289</italic>, <italic>A012891</italic>, <italic>A012893</italic>, <italic>A012894</italic>, and <italic>A012896</italic>&#x2014;were polymorphic between the parents (MM 37, Svevo) and among the tested F<sub>2</sub> plants from their cross. Indicating that the markers <italic>A009289</italic>, <italic>A012891</italic>, <italic>A012893</italic>, <italic>A012894</italic>, and <italic>A012896</italic> are useful in marker-assisted selection for introducing the resistance gene into common wheat.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Marker name and primer sequences of polymorphic KASP markers developed from SNP markers in the genome region between the 669,955,772 and 672,333,864 bp positions on chromosome 1BL of the Chinese Spring reference genome (IWGSC Ref Seq v1.0).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="left">Marker name</th>
<th valign="middle" align="center">Primer sequences</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" rowspan="3" align="left">A009289</td>
<td valign="top" align="left">Allele1 (Fam): GAAGGTGACCAAGTTCATGCTGAGCGGGAAGAGAGCAAGGGT</td>
</tr>
<tr>
<td valign="top" align="left">Allele2 (Vic): GAAGGTCGGAGTCAACGGATTAGCGGGAAGAGAGCAAGGGG</td>
</tr>
<tr>
<td valign="top" align="left">Com: CTTGTCCAACAGGCCCGCCAT</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A009276</td>
<td valign="top" align="left">Allele1 (Fam): GAAGGTGACCAAGTTCATGCTCCAAAGCTGAGGGTGTCGTT</td>
</tr>
<tr>
<td valign="top" align="left">Allele2 (Vic): GAAGGTCGGAGTCAACGGATTCCAAAGCTGAGGGTGTCGTC</td>
</tr>
<tr>
<td valign="top" align="left">Com: AGAAGAACAAAGGCGTGATGGCGTA</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A009275</td>
<td valign="top" align="left">Allele1 (Fam): GAAGGTGACCAAGTTCATGCTGCAAATCAATATAGCATGTTAAACAAAAAACA</td>
</tr>
<tr>
<td valign="top" align="left">Allele2 (Vic): GAAGGTCGGAGTCAACGGATTCAAATCAATATAGCATGTTAAACAAAAAACC</td>
</tr>
<tr>
<td valign="top" align="left">Com: GGCTATTTCTGGTTTGGCACAGGTT</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A009272</td>
<td valign="top" align="left">Allele1 (Fam): GAAGGTGACCAAGTTCATGCTGTCGTCTCTCCAGCACACCG</td>
</tr>
<tr>
<td valign="top" align="left">Allele2 (Vic): GAAGGTCGGAGTCAACGGATTGGTCGTCTCTCCAGCACACCA</td>
</tr>
<tr>
<td valign="top" align="left">Com: AAGTGGAGATCATATGCTTCCATCTGAAA</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A009271</td>
<td valign="top" align="left">Allele1 (Fam): GAAGGTGACCAAGTTCATGCTAGAGATCAAAACATACACGCAACGAAAA</td>
</tr>
<tr>
<td valign="top" align="left">Allele2 (Vic): GAAGGTCGGAGTCAACGGATTAGAGATCAAAACATACACGCAACGAAAT</td>
</tr>
<tr>
<td valign="top" align="left">Com: CATCCATCGCTGTATCTATATATCGTGTT</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A009270</td>
<td valign="top" align="left">Allele1 (Fam): GAAGGTGACCAAGTTCATGCTCAATGAAATTCTCGATTTTTTAGCCGTT</td>
</tr>
<tr>
<td valign="top" align="left">Allele2 (Vic): GAAGGTCGGAGTCAACGGATTAATGAAATTCTCGATTTTTTAGCCGTC</td>
</tr>
<tr>
<td valign="top" align="left">Com: TAATGCACCGCAGCCATTCGACTTA</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A007972</td>
<td valign="middle" align="left">Allele1 (Fam): GAAGGTGACCAAGTTCATGCTTAAAGCCCACAACAGGCAGCG</td>
</tr>
<tr>
<td valign="middle" align="left">Allele2 (Vic): GAAGGTCGGAGTCAACGGATTAATAAAGCCCACAACAGGCAGCA</td>
</tr>
<tr>
<td valign="middle" align="left">Com: GTGTTCGTTGTCTTGTAAGACTCTAAGTT</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A007975</td>
<td valign="middle" align="left">Allele1 (Fam): GAAGGTGACCAAGTTCATGCTCGTGCTTTGCGTTCACCATATGA</td>
</tr>
<tr>
<td valign="middle" align="left">Allele2 (Vic): GAAGGTCGGAGTCAACGGATTCGTGCTTTGCGTTCACCATATGC</td>
</tr>
<tr>
<td valign="middle" align="left">Com: GCATGGCCAGGAAGAACTGTGAAAT</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A007979</td>
<td valign="middle" align="left">Allele1 (Fam): GAAGGTGACCAAGTTCATGCTAGAAATCATTGCGGTAGCCGA</td>
</tr>
<tr>
<td valign="middle" align="left">Allele2 (Vic): GAAGGTCGGAGTCAACGGATTCTAGAAATCATTGCGGTAGCCGG</td>
</tr>
<tr>
<td valign="middle" align="left">Com: GCAGTACTCCTAGCGTAACTGGTTT</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A012891</td>
<td valign="top" align="left">Allele1 (Fam): ATAACCTAAGCTGCAGCATAACAGTA</td>
</tr>
<tr>
<td valign="top" align="left">Allele2 (Vic): ACCTAAGCTGCAGCATAACAGTC</td>
</tr>
<tr>
<td valign="top" align="left">Com: CAGTAAGTACTACATGCTCTGCCCTT</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A012893</td>
<td valign="top" align="left">Allele1 (Fam): CAGGCACATGCTTAGGGATTGAG</td>
</tr>
<tr>
<td valign="top" align="left">Allele2 (Vic): CAGGCACATGCTTAGGGATTGAC</td>
</tr>
<tr>
<td valign="top" align="left">Com: GAACAGCGCATTTCCAGAATTTCCTAATT</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A012894</td>
<td valign="top" align="left">Allele1 (Fam): AAGAAGTTCAAGGCATGGGCAGATA</td>
</tr>
<tr>
<td valign="top" align="left">Allele2 (Vic): GAAGTTCAAGGCATGGGCAGATG</td>
</tr>
<tr>
<td valign="top" align="left">Com: CTACTTCGGGAAGTACTTGTCCCAA</td>
</tr>
<tr>
<td valign="top" rowspan="3" align="left">A012896</td>
<td valign="top" align="left">Allele1 (Fam): GTACGTCCACTCGCTCAAGGA</td>
</tr>
<tr>
<td valign="top" align="left">Allele2 (Vic): GTACGTCCACTCGCTCAAGGT</td>
</tr>
<tr>
<td valign="top" align="left">Com: CGTTATCTTTGGTGACCGCAGGATA</td>
</tr>
</tbody>
</table>
</table-wrap>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Primer sequences were designed for the KASP markers derived from single nucleotide polymorphisms (SNPs) associated with <italic>QYrsv.swust-1BL</italic>, identified from the wheat 660K SNP array.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" align="center">KASP ID</th>
<th valign="middle" align="center">SNP ID</th>
<th valign="middle" align="center">SNP physical position</th>
<th valign="middle" align="center">SNP sequence</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<italic>A009289</italic>
</td>
<td valign="middle" align="center">AX-111546688</td>
<td valign="middle" align="center">669,955,772</td>
<td valign="middle" align="center">GTGTTCGTTGTCTTGTAAGACTCTAAGTTTGTGTA[<bold>G<sup>a</sup>
</bold>/T]GCTGCCTGTTGTGGGCTTTATTCAGTTAAAGCCGG</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A009276</italic>
</td>
<td valign="middle" align="center">AX-94509279</td>
<td valign="middle" align="center">670,180,628</td>
<td valign="middle" align="center">ATCACTGTGGCCTCGTGCTTTGCGTTCACCATATG[<bold>A</bold>/C]ATTTCACAGTTCTTCCTGGCCATGCTATGCCAGAT</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A009275</italic>
</td>
<td valign="middle" align="center">AX-109363092</td>
<td valign="middle" align="center">670,373,377</td>
<td valign="middle" align="center">TAGAATAATGCACCGCAGCCATTCGACTTAGATCC[A/<bold>C</bold>]ACGGCTAAAAAATCGAGAATTTCATTGTGTTTTTC</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A009272</italic>
</td>
<td valign="middle" align="center">AX-109440891</td>
<td valign="middle" align="center">670,379,326</td>
<td valign="middle" align="center">TACTAGCAAGAGATCAAAACATACACGCAACGAAA[C/<bold>T</bold>]TATTAAAACAAACAAACACGATATATAGATACAGC</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A009271</italic>
</td>
<td valign="middle" align="center">AX-109389405</td>
<td valign="middle" align="center">670,382,321</td>
<td valign="middle" align="center">AGTGGAGATCATATGCTTCCATCTGAAAAATAATA[A/<bold>T</bold>]GGTGTGCTGGAGAGACGACCTACAAACATGTAAAG</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A009270</italic>
</td>
<td valign="middle" align="center">AX-110421026</td>
<td valign="middle" align="center">670,475,930</td>
<td valign="middle" align="center">AAAAGCAAATCAATATAGCATGTTAAACAAAAAAC[A/<bold>G</bold>]AACCTGTGCCAAACCAGAAATAGCCAAATTGGGCT</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A007979</italic>
</td>
<td valign="middle" align="center">AX-108800083</td>
<td valign="middle" align="center">670,502,837</td>
<td valign="middle" align="center">ATAACCAGAAGAACAAAGGCGTGATGGCGTACACT[<bold>T</bold>/C]ACGACACCCTCAGCTTTGGAGATGGGCGGAACCTC</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A007975</italic>
</td>
<td valign="middle" align="center">AX-109391895</td>
<td valign="middle" align="center">670,524,290</td>
<td valign="middle" align="center">ACCTGCAGTACTCCTAGCGTAACTGGTTTAGCTTT[C/<bold>A</bold>]CGGCTACCGCAATGATTTCTAGCGTTCCATTGTGT</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A007972</italic>
</td>
<td valign="middle" align="center">IWB5732 (90K)</td>
<td valign="middle" align="center">670,783,618</td>
<td valign="middle" align="center">ACCCCTTGGCCTTGTCCAACAGGCCCGCCATGGCCG[<bold>T</bold>/C]CCCTTGCTCTCTTCCCGCTCCTTCCCGCCTCTGAT</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A012891</italic>
</td>
<td valign="middle" align="center">AX-86162829</td>
<td valign="middle" align="center">671,740,550</td>
<td valign="middle" align="center">ACTTCTGTGGTTATAGATAGCTAAATCTATATTGT[<bold>G</bold>/T]ACTGTTATGCTGCAGCTTAGGTTATGATCTGTTGT</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A012893</italic>
</td>
<td valign="middle" align="center">AX-111736421</td>
<td valign="middle" align="center">671,741,903</td>
<td valign="middle" align="center">CCTAATTTCATTGTTTGTGAACAGTGTCTTCCCCA[C/<bold>G</bold>]TCAATCCCTAAGCATGTGCCTGCGCCGGGAAACCT</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A012894</italic>
</td>
<td valign="middle" align="center">AX-94436701</td>
<td valign="middle" align="center">671,742,114</td>
<td valign="middle" align="center">AATCTTTGGCTGAGAAGTTCAAGGCATGGGCAGAT[A/<bold>G</bold>]ACACCTCCAGGGGGTTTACCTTCTATTCGATCGGG</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>A012896</italic>
</td>
<td valign="middle" align="center">AX-94735704</td>
<td valign="middle" align="center">672,333,864</td>
<td valign="middle" align="center">CGTCGACCGCATCGCGTACGTCCACTCGCTCAAGG[A/<bold>T</bold>]GAAGCCCATCCGCATCCCCAACTATCCTGCGGTCA</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<bold>
<sup>a</sup>
</bold>Bold indicate the nucleotide in the resistant parent Svevo.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_2">
<title>Multi-environment analysis of <italic>QYrsv.swust-1BL</italic> stripe rust resistance loci</title>
<p>QTL for stripe rust resistance was scanned through all 13 KASP markers by the inclusive composite interval mapping (ICIM) method implemented in Ici-Mapping V4.2 software. <italic>QYrsv.swust-1BL</italic> was discovered using the BIP and MET methods (LOD &gt; 2.5, P &lt; 0.01). <italic>QYrsv.swust-1BL</italic> was significant for both IT and DS, with the highest peak in a 0.72 cM region. <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref> represents a summary of the analysis effects of <italic>QYrsv.swust-1BL</italic> using the BIP and MET models for IT and DS in multiple seasons from 2016&#x2013;2020. On the BIP analysis, it has a PVE (percent of explained variation) of 10.43&#x2013;24.12% in IT and a PVE of 9.32&#x2013;27.34% in DS across 2016&#x2013;2020 environments (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>). In the MET analysis, it has a high LOD score of 35.38 and a PVE of 11.68% in IT between markers <italic>A007972</italic> and <italic>A007975</italic>. Additionally, it has a high LOD score of 43.53 and a PVE of 24.20% in DS between markers <italic>A009289</italic> and <italic>A009276</italic> (<xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>).</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>Summary of stripe rust resistance gene <italic>QYrsv.swust-1BL</italic> identified using the biparental population model (BIP) based on mean disease severity (DS) and infection type (IT) of the Svevo/Zavitan recombinant inbred line (RIL) population tested in China and Israel from 2016 to 2020<sup>a</sup>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="left">QTL,<break/>environment<sup>b</sup>
</th>
<th valign="middle" rowspan="2" align="center">Marker</th>
<th valign="top" colspan="3" align="center">IT</th>
<th valign="top" colspan="3" align="center">DS</th>
</tr>
<tr>
<th valign="middle" align="center">LOD</th>
<th valign="middle" align="center">PVE</th>
<th valign="middle" align="center">Add</th>
<th valign="middle" align="center">LOD</th>
<th valign="middle" align="center">PVE</th>
<th valign="middle" align="center">Add</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">BD16</td>
<td valign="middle" align="center">
<italic>A009276-A007972</italic>
</td>
<td valign="middle" align="center">5.52</td>
<td valign="middle" align="center">16.85</td>
<td valign="middle" align="center">-0.82</td>
<td valign="middle" align="center">7.02</td>
<td valign="middle" align="center">20.91</td>
<td valign="middle" align="center">-13.21</td>
</tr>
<tr>
<td valign="middle" align="left">BK16</td>
<td valign="middle" align="center">
<italic>A009276-A007972</italic>
</td>
<td valign="middle" align="center">7.00</td>
<td valign="middle" align="center">21.82</td>
<td valign="middle" align="center">-1.01</td>
<td valign="middle" align="center">4.75</td>
<td valign="middle" align="center">14.92</td>
<td valign="middle" align="center">-12.08</td>
</tr>
<tr>
<td valign="middle" align="left">YL16</td>
<td valign="middle" align="center">
<italic>A009289-A009276</italic>
</td>
<td valign="middle" align="center">5.26</td>
<td valign="middle" align="center">16.58</td>
<td valign="middle" align="center">-1.09</td>
<td valign="middle" align="center">/</td>
<td valign="middle" align="center">/</td>
<td valign="middle" align="center">/</td>
</tr>
<tr>
<td valign="middle" align="left">QH16</td>
<td valign="middle" align="center">
<italic>A012894-A012896</italic>
<break/>
<italic>A009276-A007972</italic>
</td>
<td valign="middle" align="center">3.46</td>
<td valign="middle" align="center">12.39</td>
<td valign="middle" align="center">-0.74</td>
<td valign="middle" align="center">3.57</td>
<td valign="middle" align="center">12.95</td>
<td valign="middle" align="center">-6.98</td>
</tr>
<tr>
<td valign="middle" align="left">BD17</td>
<td valign="middle" align="center">
<italic>A007972-A007975</italic>
<break/>
<italic>A009289-A009276</italic>
</td>
<td valign="middle" align="center">7.88</td>
<td valign="middle" align="center">24.12</td>
<td valign="middle" align="center">-0.84</td>
<td valign="middle" align="center">8.86</td>
<td valign="middle" align="center">26.17</td>
<td valign="middle" align="center">-16.93</td>
</tr>
<tr>
<td valign="middle" align="left">BK17</td>
<td valign="middle" align="center">
<italic>A007972-A007975</italic>
</td>
<td valign="middle" align="center">3.39</td>
<td valign="middle" align="center">10.97</td>
<td valign="middle" align="center">-0.45</td>
<td valign="middle" align="center">2.85</td>
<td valign="middle" align="center">9.32</td>
<td valign="middle" align="center">-5.99</td>
</tr>
<tr>
<td valign="middle" align="left">MY17</td>
<td valign="middle" align="center">
<italic>A009289-A009276</italic>
</td>
<td valign="middle" align="center">5.60</td>
<td valign="middle" align="center">17.55</td>
<td valign="middle" align="center">-1.11</td>
<td valign="middle" align="center">9.32</td>
<td valign="middle" align="center">27.34</td>
<td valign="middle" align="center">-17.39</td>
</tr>
<tr>
<td valign="middle" align="left">YL17</td>
<td valign="middle" align="center">
<italic>A009289-A009276</italic>
</td>
<td valign="middle" align="center">5.56</td>
<td valign="middle" align="center">17.42</td>
<td valign="middle" align="center">-1.13</td>
<td valign="middle" align="center">9.12</td>
<td valign="middle" align="center">26.84</td>
<td valign="middle" align="center">-17.85</td>
</tr>
<tr>
<td valign="middle" align="left">BD18</td>
<td valign="middle" align="center">
<italic>A007972-A007975</italic>
</td>
<td valign="middle" align="center">3.24</td>
<td valign="middle" align="center">10.43</td>
<td valign="middle" align="center">-0.49</td>
<td valign="middle" align="center">4.41</td>
<td valign="middle" align="center">14.28</td>
<td valign="middle" align="center">-7.50</td>
</tr>
<tr>
<td valign="middle" align="left">BK18</td>
<td valign="middle" align="center">
<italic>A009276-A007972</italic>
</td>
<td valign="middle" align="center">4.11</td>
<td valign="middle" align="center">13.18</td>
<td valign="middle" align="center">-0.48</td>
<td valign="middle" align="center">/</td>
<td valign="middle" align="center">/</td>
<td valign="middle" align="center">/</td>
</tr>
<tr>
<td valign="middle" align="left">MY18</td>
<td valign="middle" align="center">
<italic>A009276-A007972</italic>
</td>
<td valign="middle" align="center">4.31</td>
<td valign="middle" align="center">14.90</td>
<td valign="middle" align="center">-0.81</td>
<td valign="middle" align="center">4.91</td>
<td valign="middle" align="center">16.97</td>
<td valign="middle" align="center">-8.30</td>
</tr>
<tr>
<td valign="middle" align="left">MY19</td>
<td valign="middle" align="center">
<italic>A009289-A009276</italic>
</td>
<td valign="middle" align="center">5.56</td>
<td valign="middle" align="center">17.42</td>
<td valign="middle" align="center">-1.13</td>
<td valign="middle" align="center">9.12</td>
<td valign="middle" align="center">26.84</td>
<td valign="middle" align="center">-17.85</td>
</tr>
<tr>
<td valign="middle" align="left">MY20</td>
<td valign="middle" align="center">
<italic>A009276-A007972</italic>
<break/>
<italic>A009289-A009276</italic>
</td>
<td valign="middle" align="center">4.11</td>
<td valign="middle" align="center">13.18</td>
<td valign="middle" align="center">-0.47</td>
<td valign="middle" align="center">4.40</td>
<td valign="middle" align="center">14.27</td>
<td valign="middle" align="center">-7.49</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>a</sup>Marker, marker interval; LOD, logarithm of odds score; PVE, percentage of the phenotypic variance explained by individual QTL; Add, additive effect of resistance allele.<sup>b</sup>The Svevo/Zavitan RILs and their parents were evaluated for <italic>QYrsv.swust-1BL</italic> resistance to stripe rust in China fields in Yangling of Shaanxi Province in 2016 and 2017 (YL16 and YL17), Huzhu County, Qinghai Province in 2016 (QH16), and Mianyang, Sichuan Province in 2017, 2018, 2019, and 2020 (MY17, MY18, MY19, and MY20); and also in Israel fields in Bet Dagan (BD16, BD17, and BD18) and Barkai (BK16, BK17, and BK18) from 2016 to 2018.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>Summary of stripe rust resistance gene <italic>QYrsv.swust-1BL</italic> identified using the multi-environmental trials (MET) model based on the mean infection type (IT) and disease severity (DS) of the Svevo/Zavitan recombinant inbred line (RIL) population tested in China and Israel from 2016 to 2020<sup>a</sup>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" rowspan="2" align="center">QTL</th>
<th valign="middle" rowspan="2" align="center">Pos (cM)</th>
<th valign="middle" rowspan="2" align="center">Left Marker</th>
<th valign="middle" rowspan="2" align="center">Right Marker</th>
<th valign="middle" colspan="7" align="center">IT</th>
<th valign="middle" colspan="7" align="center">DS</th>
</tr>
<tr>
<th valign="middle" align="center">LOD</th>
<th valign="middle" align="center">LOD (A)</th>
<th valign="middle" align="center">LOD (AbyE)</th>
<th valign="middle" align="center">PVE</th>
<th valign="middle" align="center">PVE (A)</th>
<th valign="middle" align="center">PVE (AbyE)</th>
<th valign="middle" align="center">Add</th>
<th valign="middle" align="center">LOD</th>
<th valign="middle" align="center">LOD (A)</th>
<th valign="middle" align="center">LOD (AbyE)</th>
<th valign="middle" align="center">PVE</th>
<th valign="middle" align="center">PVE (A)</th>
<th valign="middle" align="center">PVE (AbyE)</th>
<th valign="middle" align="center">Add</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" rowspan="2" align="left">
<italic>QYrsv.swust-1BL</italic>
</td>
<td valign="middle" align="center">0.0</td>
<td valign="middle" align="center">
<italic>A009289</italic>
</td>
<td valign="middle" align="center">
<italic>A009276</italic>
</td>
<td valign="middle" align="center">26.57</td>
<td valign="middle" align="center">19.09</td>
<td valign="middle" align="center">7.48</td>
<td valign="middle" align="center">20.05</td>
<td valign="middle" align="center">8.77</td>
<td valign="middle" align="center">11.28</td>
<td valign="middle" align="center">-0.43</td>
<td valign="middle" align="center">43.53</td>
<td valign="middle" align="center">30.46</td>
<td valign="middle" align="center">13.06</td>
<td valign="middle" align="center">24.20</td>
<td valign="middle" align="center">11.69</td>
<td valign="middle" align="center">12.51</td>
<td valign="middle" align="center">-6.98</td>
</tr>
<tr>
<td valign="middle" align="center">0.7</td>
<td valign="middle" align="center">
<italic>A007972</italic>
</td>
<td valign="middle" align="center">
<italic>A007975</italic>
</td>
<td valign="middle" align="center">35.38</td>
<td valign="middle" align="center">14.40</td>
<td valign="middle" align="center">20.98</td>
<td valign="middle" align="center">11.68</td>
<td valign="middle" align="center">6.54</td>
<td valign="middle" align="center">5.15</td>
<td valign="middle" align="center">-0.36</td>
<td valign="middle" align="center">31.97</td>
<td valign="middle" align="center">16.03</td>
<td valign="middle" align="center">15.95</td>
<td valign="middle" align="center">10.75</td>
<td valign="middle" align="center">6.10</td>
<td valign="middle" align="center">4.65</td>
<td valign="middle" align="center">-5.00</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>
<sup>a</sup>Pos = the scanning position in cM on the chromosome. LOD = likelihood of odds score for all effects. LOD (A) = LOD score for additive and dominance effects. LOD (AbyE) = LOD score for additive and dominance by environment effects. PVE = phenotypic variation explained by all effects at the current scanning position. PVE (A) = phenotypic variation explained by the additive and dominance effects at the current scanning position. PVE (AbyE) = phenotypic variation explained by additive and dominance by environment effects at the current scanning position, and Add = average additive effect at the current scanning position.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s3_3">
<title>Identification of recombination events</title>
<p>These 13 markers were used to genotype the 137 RILs, from which 4 RILs were found to have only one recombination event proximal to markers <italic>A009289</italic>, <italic>A009276</italic>, <italic>A007972</italic>, and <italic>A007975</italic>, respectively. Two markers (<italic>A009289</italic> and <italic>A007975</italic>) were most closely linked to the target gene on two sides and flanked the 1,065,719 bp region between the 660,683,255 bp and 661,748,974 bp positions on the durum wheat Svevo RefSeq Rel. 1.0 (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>) and the 568,518 bp region between the 669,955,772 and 670,524,290 bp positions in Chinese Spring IWGSC RefSeq v1.0 (<xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>) on chromosome 1BL. It is clear that <italic>QYrsv.swust-1BL</italic> overlaps with <italic>QYr.ucw-1BL/Yr29</italic>. Although the physical mapping region surpasses that of <italic>QYr.ucw-1BL/Yr29</italic> (669.902 ~ 670.234 Mp), it is noteworthy that only three candidate genes have been identified within the Chinese spring reference genome (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>).</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Genetic and comparative genomic linkage map of the stripe rust resistance QTL <italic>QYrsv.swust-1BL</italic>. <bold>(A)</bold> Stripe rust resistance gene/QTL: <italic>Yr29</italic>/<italic>Lr46</italic>/<italic>Sr58</italic>/<italic>Pm38</italic>, <italic>QYr.ucw-1BL</italic>, and <italic>QYrsv.swust-1BL</italic> share the same distal region in chromosome 1BL. <bold>(B)</bold> Genetic map constructed using a 90K SNP chip showing <italic>QYrsv.swust-1BL</italic> (red) within different flanked markers in comparison with <italic>Yr29</italic>/<italic>Lr46</italic>/<italic>Sr58</italic>/<italic>Pm38</italic> and <italic>QYr.ucw-1BL</italic> (blue). <bold>(C)</bold> A fine map of <italic>QYrsv.swust-1BL</italic> was constructed using newly developed KASP markers. <bold>(D)</bold> The Svevo genome region from the 660.372 Mb to 663.335 Mb position on chromosome 1B. <bold>(E)</bold> The Chinese Spring (RefSeq V1.0) genome region from the 669.956 Mb to 672.334 Mb position on chromosome 1B.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1395223-g002.tif"/>
</fig>
</sec>
<sec id="s3_4">
<title>Candidates for <italic>QYrsv.swust-1BL</italic>
</title>
<p>Based on the analysis of BIP and MET, as well as the examination of recombination events in RILs, <italic>QYrsv.swust-1BL</italic> was delimited by the linked markers <italic>A009289</italic> and <italic>A007975</italic> (0.72 cM) (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The genetic distance between the two flanking markers in this candidate region was found to be conservative in the durum wheat Svevo genome and 1,065,719 bp in the Svevo RefSeq Rel. 1.0 (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). The 1.066 Mb region was found to contain 25 annotated genes (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>; <xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). These 25 high-confidence genes in Svevo were found to be related to disease resistance. The protein encoded by five of these genes (<italic>TRITD1Bv1G220450</italic>, <italic>TRITD1Bv1G220460</italic>, <italic>TRITD1Bv1G220520</italic>, <italic>TRITD1Bv1G220540</italic>, and <italic>TRITD1Bv1G220550</italic>) belongs to the disease resistance protein receptor-like protein kinase, which is involved in pathogen recognition and plays an important role in effector-induced protein status monitoring (<xref ref-type="bibr" rid="B31">Mchale et&#xa0;al., 2006</xref>). Four of these genes are S-type anion channels (<italic>TRITD1Bv1G220620</italic>, <italic>TRITD1Bv1G220780</italic>, <italic>TRITD1Bv1G220800</italic>, and <italic>TRITD1Bv1G220810</italic>). Two of these genes are glucan endo-1,3-beta-glucosidase (<italic>TRITD1Bv1G220480</italic> and <italic>TRITD1Bv1G220530</italic>). The other fourteen genes are: Acid beta-fructofuranosi-dase (<italic>TRITD1Bv1G220430</italic>), Sugar transporter (<italic>TRITD1Bv1G220570</italic>), WRKY family transcription factor (<italic>TRITD1Bv1G220590</italic>), Band 7 stomatin family protein (<italic>TRITD1Bv1G220630</italic>), FAD-binding Berberine family protein (<italic>TRITD1Bv1G220650</italic>), Calcium-dependent protein kinase (<italic>TRITD1Bv1G220680</italic>), Protein ABIL1 (<italic>TRITD1Bv1G220690</italic>), Divalention symporter (<italic>TRITD1Bv1G220790</italic>), Late embryogenesis abundant protein Lea14 (<italic>TRITD1Bv1G220830</italic>), F-box family protein (<italic>TRITD1Bv1G220840</italic>), Late embryogenesis abundant hydroxyproline-rich glycoprotein family (<italic>TRITD1Bv1G220860</italic>), Thrombospondin type-1-domain-containing protein (<italic>TRITD1Bv1G220890</italic>), RING/FYVE/PHD zinc finger superfamily protein (<italic>TRITD1Bv1G220900</italic>), and the other is an unannotated gene (<italic>TRITD1Bv1G220490</italic>) (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>). There are a total of 13 candidate genes in the 568,518 bp region between positions 669,955,772 and 670,524,290 bp of the Chinese Spring IWGSC RefSeq v1.0 (<xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>) on chromosome 1BL. Five of the receptor-like protein kinases (<italic>TraesCS1B02G454000</italic>, <italic>TraesCS1B02G454100</italic>, <italic>TraesCS1B02G454400</italic>, <italic>TraesCS1B02G454600</italic>, and <italic>TraesCS1B02G454700</italic>), two of the glucan endo-1,3-beta-glucosidase (<italic>TraesCS1B02G454200</italic> and <italic>TraesCS1B02G454500</italic>), one of the sugar transporter (<italic>TraesCS1B02G454800</italic>), one of the WRKY family transcription factor (<italic>TraesCS1B02G455000</italic>), and one of the S-type anion channel (<italic>TraesCS1B02G455100</italic>) are candidate genes that share common genes with the Svevo genome. The other three different genes are: protein kinase (<italic>TraesCS1B02G454900</italic>), ATP-dependent zinc metalloprotease FtsH (<italic>TraesCS1B02G455200</italic>), and carboxypeptidase (<italic>TraesCS1B02G455300</italic>). These four classes of genes are shared between the Chinese spring genome and the Svevo genome and will be used to verify candidate genes for <italic>QYrsv.swust-1BL</italic> in the future. A collinearity analysis of these genes was performed using the Zavitan (<italic>WEWSeq v1.0</italic>), <italic>Triticum spelta</italic> (<italic>spelta PI190962 v1.0)</italic>, and other 5 <italic>Triticum aestivum</italic> genomes (<ext-link ext-link-type="uri" xlink:href="http://wheat.cau.edu.cn/TGT/">http://wheat.cau.edu.cn/TGT/</ext-link>) data (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). The results of collinearity analysis indicate that there have been multiple chromosomal structural variations in this region. An intrachromosomal translocation exists within the range of approximately 673.1 MB to 673.8 MB, while there is a paracentric inversion within the range of 673.8 MB to 674.1 MB. Through candidate gene functional annotation. Most of the candidate genes in the Svevo reference genome have high match scores, which refer to high confidence.</p>
<table-wrap id="T5" position="float">
<label>Table&#xa0;5</label>
<caption>
<p>The putative genes identified in the genomic regions of the durum wheat Svevo genome (Ref Seq Rel. 1.0.) and the Chinese Spring genome (IWGSC v1.0) covering <italic>QYrsv.swust-1BL</italic>.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="middle" colspan="3" align="center">Svevo Reference genome</th>
<th valign="middle" colspan="4" align="center">Chinese Spring Reference genome</th>
</tr>
<tr>
<th valign="middle" align="left">Gene ID</th>
<th valign="middle" align="left">Physical <break/>positions(bp)</th>
<th valign="middle" align="left">Predicted gene function</th>
<th valign="middle" align="left">Gene ID</th>
<th valign="middle" align="left">Physical <break/>positions(bp)</th>
<th valign="middle" colspan="2" align="left">Predicted <break/>gene function</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220430</italic>
</td>
<td valign="middle" align="left">660,732,388</td>
<td valign="middle" align="left">Acid beta-fructofuranosi-dase</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G454000</italic>
</td>
<td valign="middle" align="left">670,025,361</td>
<td valign="middle" colspan="2" align="left">Receptor-like protein kinase, putative, expressed</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220450</italic>
</td>
<td valign="middle" align="left">660,752,810</td>
<td valign="middle" align="left">Receptor-like protein kinase, putative, expressed</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G454100</italic>
</td>
<td valign="middle" align="left">670,034,244</td>
<td valign="middle" colspan="2" align="left">Receptor-like protein kinase, putative, expressed</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220460</italic>
</td>
<td valign="middle" align="left">660,761,348</td>
<td valign="middle" align="left">Receptor-like protein kinase, putative, expressed</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G454200</italic>
</td>
<td valign="middle" align="left">670,142,373</td>
<td valign="middle" colspan="2" align="left">Glucan endo-1,3-beta-glucosidase 3</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220480</italic>
</td>
<td valign="middle" align="left">660,869,208</td>
<td valign="middle" align="left">Glucan endo-1,3-beta-glucosidase 3</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G454400</italic>
</td>
<td valign="middle" align="left">670,152,914</td>
<td valign="middle" colspan="2" align="left">Receptor-like protein kinase, putative, expressed</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220490</italic>
</td>
<td valign="middle" align="left">660,872,060</td>
<td valign="middle" align="left">/</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G454500</italic>
</td>
<td valign="middle" align="left">670,158,857</td>
<td valign="middle" colspan="2" align="left">Glucan endo-1,3-beta-glucosidase 3</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220520</italic>
</td>
<td valign="middle" align="left">660,879,885</td>
<td valign="middle" align="left">Receptor-like kinase</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G454600</italic>
</td>
<td valign="middle" align="left">670,164,776</td>
<td valign="middle" colspan="2" align="left">Receptor-like protein kinase, putative, expressed</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220530</italic>
</td>
<td valign="middle" align="left">660,885,534</td>
<td valign="middle" align="left">Glucan endo-1,3-beta-glucosidase 3</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G454700</italic>
</td>
<td valign="middle" align="left">670,170,577</td>
<td valign="middle" colspan="2" align="left">Receptor-like protein kinase, putative, expressed</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220540</italic>
</td>
<td valign="middle" align="left">660,891,619</td>
<td valign="middle" align="left">Receptor-like protein kinase, putative, expressed</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G454800</italic>
</td>
<td valign="middle" align="left">670,180,417</td>
<td valign="middle" colspan="2" align="left">Sugar transporter, putative</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220550</italic>
</td>
<td valign="middle" align="left">660,897084</td>
<td valign="middle" align="left">Receptor-like protein kinase, putative, expressed</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G454900</italic>
</td>
<td valign="middle" align="left">670,181,368</td>
<td valign="middle" colspan="2" align="left">Protein kinase</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220570</italic>
</td>
<td valign="middle" align="left">660,906,924</td>
<td valign="middle" align="left">Sugar transporter, putative</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G455000</italic>
</td>
<td valign="middle" align="left">670,202,180</td>
<td valign="middle" colspan="2" align="left">WRKY family transcription factor</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220590</italic>
</td>
<td valign="middle" align="left">660,928,657</td>
<td valign="middle" align="left">WRKY family transcription factor</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G455100</italic>
</td>
<td valign="middle" align="left">670,272,504</td>
<td valign="middle" colspan="2" align="left">S-type anion channel</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220620</italic>
</td>
<td valign="middle" align="left">660,993,770</td>
<td valign="middle" align="left">S-type anion channel</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G455200</italic>
</td>
<td valign="middle" align="left">670,384,229</td>
<td valign="middle" colspan="2" align="left">ATP-dependent zinc metalloprotease FtsH 1</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220630</italic>
</td>
<td valign="middle" align="left">661,035,030</td>
<td valign="middle" align="left">Band 7 stomatin family protein</td>
<td valign="middle" align="left">
<italic>TraesCS1B02G455300</italic>
</td>
<td valign="middle" align="left">670,395,913</td>
<td valign="middle" colspan="2" align="left">Carboxypeptidase</td>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220650</italic>
</td>
<td valign="middle" align="left">661,164,343</td>
<td valign="middle" align="left">FAD-binding Berberine family protein</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220680</italic>
</td>
<td valign="middle" align="left">661,236,813</td>
<td valign="middle" align="left">Calcium-dependent protein kinase</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220690</italic>
</td>
<td valign="middle" align="left">661,240,728</td>
<td valign="middle" align="left">Protein ABIL1</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220780</italic>
</td>
<td valign="middle" align="left">661,436,635</td>
<td valign="middle" align="left">S-type anion channel</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220790</italic>
</td>
<td valign="middle" align="left">661,497,106</td>
<td valign="middle" align="left">Divalention symporter</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220800</italic>
</td>
<td valign="middle" align="left">661,501,096</td>
<td valign="middle" align="left">S-type anion channel</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220810</italic>
</td>
<td valign="middle" align="left">661,560,685</td>
<td valign="middle" align="left">S-type anion channel</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220830</italic>
</td>
<td valign="middle" align="left">661,593,365</td>
<td valign="middle" align="left">Late embryogenesis abundant protein Lea14</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220840</italic>
</td>
<td valign="middle" align="left">661,598,766</td>
<td valign="middle" align="left">F-box family protein</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220860</italic>
</td>
<td valign="middle" align="left">661,645,362</td>
<td valign="middle" align="left">Late embryogenesis abundant hydroxyproline-rich glycoprotein family, putative</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220890</italic>
</td>
<td valign="middle" align="left">661,660,533</td>
<td valign="middle" align="left">Thrombospondin type-1-domain-containing protein 7B</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
<tr>
<td valign="middle" align="left">
<italic>TRITD1Bv1G220900</italic>
</td>
<td valign="middle" align="left">661,662,345</td>
<td valign="middle" align="left">RING/FYVE/PHD zinc finger superfamily protein TE</td>
<td valign="middle" align="left"/>
<td valign="middle" align="left"/>
<td valign="middle" colspan="2" align="left"/>
</tr>
</tbody>
</table>
</table-wrap>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Collinearity analysis of predicted genes in <italic>QYrsv.swust-1BL.</italic>
</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1395223-g003.tif"/>
</fig>
</sec>
<sec id="s3_5">
<title>
<italic>QYrsv.swust-1BL</italic> KASP marker validation</title>
<p>To assess the applicability of the newly developed KASP marker in breeding programs, an F<sub>2</sub> breeding population derived from a cross between the Chinese hexaploid wheat variety Mianmai 37 and the durum wheat variety Svevo was utilized. The developed KASP markers <italic>A009289</italic>, <italic>A012891</italic>, <italic>A012893</italic>, <italic>A012894</italic>, and <italic>A012896</italic> effectively distinguished genotypes within the F<sub>2</sub> breeding population into three distinct clusters (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). The allele cluster nucleotide of homozygote associated with resistance for KASP markers <italic>A009289</italic>, <italic>A012891</italic>, <italic>A012893</italic>, <italic>A012894</italic>, and <italic>A012896</italic> were identified as &#x2018;G&#x2019;, &#x2018;G&#x2019;, &#x2018;G&#x2019;, &#x2018;G&#x2019;, &#x2018;T&#x2019;, respectively, while the alternative allele had a nucleotide cluster of &#x2018;T&#x2019;, &#x2018;T&#x2019;, &#x2018;C&#x2019;, &#x2018;A&#x2019;, &#x2018;A&#x2019;, respectively (<xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>; <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>). F<sub>2</sub> plants and corresponds to 318 F<sub>2:3</sub> lines, which were phenotyped for stripe rust response. Among homozygous alleles associated with resistance for marker <italic>A009289</italic>, F<sub>2</sub> plants carrying positive alleles from <italic>QYrsv.swust-1BL</italic> exhibited a reduction in IT and DS by 34.14% and 45.24% compared with those of the alternative allele &#x2018;T&#x2019;, respectively. Progenies of F<sub>2:3</sub> carrying positive alleles from <italic>QYrsv.swust-1BL</italic> exhibited a reduction in IT and DS by 54.29% and 41.63% compared with those of the alternative allele &#x2018;T&#x2019;, respectively. Progenies with heterozygous genotypes for marker <italic>A009289</italic> also demonstrated a decrease in IT and DS by 47.27 and 57.71 in F<sub>2</sub> plants and 53.80% and 46.92% in F<sub>2:3</sub> lines compared with those of the alternative allele &#x2018;T&#x2019;, respectively. Conversely, progenies carrying alternative alleles from Mianmai 37 showed an increase in IT and DS. The phenotypes of F<sub>2</sub> plants and F<sub>2:3</sub> families carrying positive alleles and heterozygous genotypes with <italic>A012891</italic>, <italic>A012893</italic>, and <italic>A012894</italic> markers were significantly different from those carrying alternative alleles, with a difference of 0.005 level, similar to the results of <italic>the A009289</italic> marker. The results of marker <italic>A012896</italic> in F<sub>2</sub> generation were not significant in IT and DS, while the IT differences in F<sub>2:3</sub> generation were significant at the levels of 0.05 and 0.01. These findings highlight the effective utilization of KASP markers <italic>A009289</italic>, <italic>A012891</italic>, <italic>A012893</italic>, <italic>A012894</italic>, and <italic>A012896</italic> for marker-assisted selection in breeding programs, confirming that <italic>QYrsv.swust-1BL</italic> is indeed a significant and stable major gene locus controlling resistance to stripe rust disease.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Effects of <italic>QYrsv.swust-1BL</italic> in the F<sub>2</sub> and F<sub>2:3</sub> validation populations. The lines with <italic>QYrsv.swust-1BL</italic> had lower IT and DS than the lines carrying the allele gene of MM37, and the difference between Svevo and heterozygous is not significant. <bold>(A1-A5, B1-B5)</bold> are based on the IT and DS data of the F2 population, and <bold>(C1-C5, D1-D5)</bold> are based on the IT and DS data of the F<sub>2:3</sub> lines. Numbers 1-5 refer to the validation by five KASP markers <italic>A009289, A012891, A012893, A012894</italic> and <italic>A012896</italic>. * Significance level at P &lt; 0.05; ** Significance level at P &lt;0.01; *** Significance level at P &lt; 0.005. &#x201c;ns&#x201d; refers to the none significance.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1395223-g004.tif"/>
</fig>
</sec>
</sec>
<sec id="s4" sec-type="discussion">
<title>Discussion</title>
<p>Conventional phenotypic screening approaches have been used to develop cultivars with long-lasting disease resistance, but the breeding process takes many years. Molecular markers associated with rust resistance can be used to speed up the process and stack different resistance genes into a single cultivar. In a previous study, a QTL, <italic>QYrsv.swust-1BL</italic>, for APR to stripe rust was identified and mapped in chromosome 1BL in durum wheat Svevo (<xref ref-type="bibr" rid="B54">Zhou et&#xa0;al., 2021</xref>). By comparing the genetic and physical positions of linked molecular markers, <italic>QYrsv.swust-1BL</italic> was found to be in the same position as <italic>Yr29</italic> on chromosome 1BL.</p>
<p>In the present study, we used the high-density wheat 660K SNP array to find more SNP markers in the <italic>QYrsv.swust-1BL</italic> region and successfully converted the SNP markers into KASP markers. By re-mapping <italic>QYrsv.swust-1BL</italic> using the same Svevo/Zavitan RIL population as used in the previous study (<xref ref-type="bibr" rid="B54">Zhou et&#xa0;al., 2021</xref>), we added 13 KASP markers to the target region with a much higher resolution. These KASP markers were validated using an F<sub>2</sub> population of 318 plants from a cross of Svevo with the common elite wheat cultivar MM 37. The genetic distance of the <italic>QYrsv.swust-1BL</italic> interval was reduced to 0.72 cM (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>). Finally, we mapped this stripe rust resistance locus within a 1.066 Mb region of chromosome 1BL in durum wheat Svevo RefSeq Rel. 1.0, which overlaps with the previously reported genes, <italic>Yr29/Lr46/Sr58/Pm39</italic>, for resistance to stripe rust (yellow rust), leaf rust, stem rust, and powdery mildew, respectively (<xref ref-type="bibr" rid="B48">William et&#xa0;al., 2003</xref>; <xref ref-type="bibr" rid="B24">Lillemo et&#xa0;al., 2008</xref>; <xref ref-type="bibr" rid="B42">Singh et&#xa0;al., 2013</xref>). The genomic region between markers <italic>A009289</italic> and <italic>A007975</italic> in the Chinese Spring reference genome was found to be 0.569 Mb, comparable to the size of the region in the durum wheat genome.</p>
<p>Based on the results of high-resolution mapping using a large population, exome capture, and allelism analysis of a cross between common wheat RIL55 (with the Klein Chaj&#xe1; allele of <italic>QYr.ucw-1BL</italic>) and Lalbahadur (with the Pavon-1B allele of <italic>Yr29</italic>), <xref ref-type="bibr" rid="B12">Cobo et&#xa0;al. (2019)</xref> reported that <italic>QYr.ucw-1BL</italic> and <italic>Yr29</italic> represent the same gene. According to the comparative maps and annotated genes, we hypothesized that <italic>QYrsv.swust-1BL</italic> should be the same as <italic>QYr.ucw-1BL/Yr29</italic>. The genomic interval between KASP markers A009289 and A007975 in the Chinese Spring genome (IWGSC v1.0) spans a smaller region of 0.569 Mb and shares four complete classes of genes. However, the 1.066 Mb region between KASP markers <italic>A009289</italic> (at the 660,683,255 bp position) and <italic>A007975</italic> (at the 661,748,974 bp position) contains 25 high-confidence genes annotated in the Svevo reference genome, including the <italic>QYr.ucw-1BL</italic> region (<xref ref-type="bibr" rid="B11">Cobo et&#xa0;al., 2018</xref>, <xref ref-type="bibr" rid="B12">2019</xref>). These 25 and 13 genes in Svevo RefSeq Rel. 1.0 and Chinese Spring IWGSC RefSeq v1.0 are listed in <xref ref-type="table" rid="T5">
<bold>Table&#xa0;5</bold>
</xref>, respectively. Ten annotated genes were reported in the <italic>QYr.ucw-1BL</italic> region between markers <italic>ucw.k31</italic> and <italic>csLV46G22</italic> (<xref ref-type="bibr" rid="B12">Cobo et&#xa0;al., 2019</xref>). As <italic>QYrsv.swust</italic>-<italic>1BL</italic> and <italic>QYr.ucw-1BL/Yr29</italic> were mapped to the same regions of the Chinese Spring genome, we found four classes of identical genes in these genomic regions. Thus, <italic>QYrsv.swust</italic>-<italic>1BL</italic> and <italic>QYr.ucw-1BL/Yr29</italic> are likely the same gene. More conclusive evidence for these two QTL as the same gene needs future studies of direct comparison of both QTL in common wheat backgrounds through allelism testing, gene cloning, and expression. The F<sub>2:3</sub> lines or later generation lines with 42 chromosomes from the MM 37/Svevo cross can be used together with the <italic>QYrsv.swust</italic>-<italic>1BL/QYr.ucw-1BL/Yr29</italic> near-isogenic lines in the Avocet S background for such experiments.</p>
<p>In the present study, we showed that the common wheat Chinese Spring and durum wheat Svevo genome sequences can be used to hasten high-resolution mapping of traits of interest in wheat. We encountered difficulties, such as sterile plants caused by aneuploids from the common wheat and durum wheat crosses, when attempting to clone <italic>QYrsv.swust</italic>-<italic>1BL</italic> because of the ploid differences between the parental lines and the reference genomes. Therefore, regions like <italic>QYrsv.swust</italic>-<italic>1BL</italic> from durum wheat in this study should be assembled using the donor genome to enable the cloning of causal genes and to develop diagnostic markers that can be used in breeding programs.</p>
<p>For breeding wheat cultivars with stripe rust resistance, <italic>QYrsv.swust</italic>-<italic>1BL</italic> can be used together with other effective resistance genes. The progeny lines with 42 chromosomes and <italic>QYrsv.swust</italic>-<italic>1BL</italic> derived from cross MM 37/Svevo should be more efficient than the original donor of durum wheat for incorporating the APR QTL into other common wheat backgrounds. The KASP markers tightly linked to <italic>QYrsv.swust</italic>-<italic>1BL</italic> can be used in marker-assisted selection for speeding up its incorporation and pyramiding with other effective genes for developing wheat cultivars with high-level, durable resistance to stripe rust.</p>
</sec>
<sec id="s5" sec-type="conclusions">
<title>Conclusion</title>
<p>In this study, using high-density 660K SNP array genotyping, we fine-mapped the <italic>QYrsv.swust-1BL</italic> APR locus as a starting point to develop a diagnostic marker for use in breeding and to clone this gene. We mapped <italic>QYrsv.swust-1BL</italic> to within a 1.066 Mb region in <italic>Triticum turgidum</italic> durum wheat Svevo (RefSeq Rel. 1.0) on the chromosome arm 1BL, which overlaps with a previously described map of <italic>QYr.ucw-1BL</italic>/<italic>Yr29</italic>, a <italic>Pst</italic> resistance gene. The four gene families within the identified 1.066 Mb region, identical to the Chinese spring reference genome, have been implicated in disease resistance. SNP markers were then used to select high-throughput KASP markers that could be used in wheat breeding programs to hasten the deployment of these <italic>Pst</italic> resistance loci.</p>
</sec>
<sec id="s6" sec-type="data-availability">
<title>Data availability statement</title>
<p>The original contributions presented in the study are included in the article/supplementary material. Further inquiries can be directed to the corresponding authors.</p>
</sec>
<sec id="s7" sec-type="author-contributions">
<title>Author contributions</title>
<p>XZ: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Visualization, Investigation, Formal analysis, Data curation. GJ: Writing &#x2013; review &amp; editing, Writing &#x2013; original draft, Visualization, Investigation, Formal analysis, Data curation. YL: Writing &#x2013; review &amp; editing. XL: Writing &#x2013; review &amp; editing, Supervision. LC: Writing &#x2013; review &amp; editing, Visualization, Supervision, Data curation. XC: Writing &#x2013; review &amp; editing, Visualization, Supervision, Investigation, Data curation. ZK: Writing &#x2013; review &amp; editing, Visualization, Supervision.</p>
</sec>
</body>
<back>
<sec id="s8" sec-type="funding-information">
<title>Funding</title>
<p>The author(s) declare financial support was received for the research, authorship, and/or publication of this article. This study was financially supported by the International S&amp;T Cooperation Program of China (2015DFG32340) and was partially funded by the Key Research and Development Program of International Science and Technology Innovation Cooperation of Science and Technology Department of Sichuan Province, China (No. 22YFH0032), the National Natural Science Foundation of China (32101707), the Longshan Academic Talent Research Support Program of SWUST (No. 17LZX5), and the PhD Foundation of Southwest University of Science and Technology (No. 16zx7162).</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&#xa0;and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.</p>
</sec>
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