<?xml version="1.0" encoding="UTF-8" standalone="no"?>
<!DOCTYPE article PUBLIC "-//NLM//DTD Journal Publishing DTD v2.3 20070202//EN" "journalpublishing.dtd">
<article xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" article-type="research-article" dtd-version="2.3" xml:lang="EN">
<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.2024.1494566</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>Evaluation of stripe rust resistance and analysis of resistance genes in wheat genotypes from Pakistan and Southwest China</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Abbas</surname>
<given-names>Sakina</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2760658"/>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-original-draft/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Li</surname>
<given-names>Yunfang</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lu</surname>
<given-names>Jing</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Hu</surname>
<given-names>Jianming</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zhang</surname>
<given-names>Xinnuo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Lv</surname>
<given-names>Xue</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Shahzad</surname>
<given-names>Armghan</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1781297"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ao</surname>
<given-names>Donghui</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Abbas</surname>
<given-names>Maryam</given-names>
</name>
<xref ref-type="aff" rid="aff4">
<sup>4</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Wu</surname>
<given-names>Yu</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1069145"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/resources/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Zhang</surname>
<given-names>Lei</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<xref ref-type="author-notes" rid="fn001">
<sup>*</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/1685771"/>
<role content-type="https://credit.niso.org/contributor-roles/formal-analysis/"/>
<role content-type="https://credit.niso.org/contributor-roles/funding-acquisition/"/>
<role content-type="https://credit.niso.org/contributor-roles/investigation/"/>
<role content-type="https://credit.niso.org/contributor-roles/methodology/"/>
<role content-type="https://credit.niso.org/contributor-roles/project-administration/"/>
<role content-type="https://credit.niso.org/contributor-roles/software/"/>
<role content-type="https://credit.niso.org/contributor-roles/supervision/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Fayyaz</surname>
<given-names>Muhammad</given-names>
</name>
<xref ref-type="aff" rid="aff5">
<sup>5</sup>
</xref>
<role content-type="https://credit.niso.org/contributor-roles/conceptualization/"/>
<role content-type="https://credit.niso.org/contributor-roles/data-curation/"/>
<role content-type="https://credit.niso.org/contributor-roles/writing-review-editing/"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>Chengdu Institute of Biology, Chinese Academy of Sciences</institution>, <addr-line>Chengdu</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>University of Chinese Academy of Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>National Institute of Genomics and Advance Biotechnology, Pakistan Agriculture Research Council</institution>, <addr-line>Islamabad</addr-line>, <country>Pakistan</country>
</aff>
<aff id="aff4">
<sup>4</sup>
<institution>Department of Computer Science, Iqra University</institution>, <addr-line>Islamabad</addr-line>, <country>Pakistan</country>
</aff>
<aff id="aff5">
<sup>5</sup>
<institution>Crop Diseases Research Institute, Pakistan Agriculture Research Council</institution>, <addr-line>Islamabad</addr-line>, <country>Pakistan</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Muhammad Qasim Shahid, South China Agricultural University, China</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Peilin Wang, Chinese Academy of Agricultural Sciences, China</p>
<p>Mubashar Raza, Xinjiang Academy of Agricultural Sciences, China</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Lei Zhang, <email xlink:href="mailto:zhanglei@cib.ac.cn">zhanglei@cib.ac.cn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>09</day>
<month>12</month>
<year>2024</year>
</pub-date>
<pub-date pub-type="collection">
<year>2024</year>
</pub-date>
<volume>15</volume>
<elocation-id>1494566</elocation-id>
<history>
<date date-type="received">
<day>11</day>
<month>09</month>
<year>2024</year>
</date>
<date date-type="accepted">
<day>11</day>
<month>11</month>
<year>2024</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2024 Abbas, Li, Lu, Hu, Zhang, Lv, Shahzad, Ao, Abbas, Wu, Zhang and Fayyaz</copyright-statement>
<copyright-year>2024</copyright-year>
<copyright-holder>Abbas, Li, Lu, Hu, Zhang, Lv, Shahzad, Ao, Abbas, Wu, Zhang and Fayyaz</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>
<sec>
<title>Introduction</title>
<p>Stripe rust, caused by <italic>Puccinia striiformis</italic> f. sp. <italic>tritici</italic>, poses a significant threat to wheat quality and production worldwide. The rapid evolution of <italic>Pst</italic> races caused several resistance genes to be ineffective.</p>
</sec>
<sec>
<title>Methods</title>
<p>This study evaluated stripe rust resistance genes in 349 Pakistan and Southwest China genotypes. We utilized previously published functional and linked molecular markers to detect 13 major stripe rust resistance genes: <italic>Yr5, Yr9, Yr10, Yr15, Yr17, Yr18, Yr26, Yr29, Yr30, Yr36, Yr48, Yr65</italic>, and <italic>YrSp</italic>. Field evaluations assessed IT and resistance levels, while the impact of gene combinations on resistance was also analyzed.</p>
</sec>
<sec>
<title>Results</title>
<p>Field evaluations showed that over 60% of Chuanyu wheat, 50% of recent Pakistani cultivars, and 20% of historic Pakistani lines were resistant to current stripe rust races. In Chuanyu wheat, the dominant genes were <italic>Yr17, YrSp</italic>, and <italic>Yr48</italic>; however, <italic>Yr17, Yr26</italic>, and <italic>YrSp</italic> were overused, while <italic>Yr36</italic> was absent, and <italic>Yr18</italic> was rare. In historic lines,  <italic>Yr5, Yr17, Yr18</italic>, and <italic>Yr26</italic> were prevalent, with <italic>Yr15, Yr26</italic>, and <italic>YrSp</italic> demonstrating effective resistance against current stripe rust races.  Furthermore, the study identified specific combinations of <italic>Yr</italic> genes (<italic>Yr26+Yr48, Yr29+Yr5, Yr26+Yr30</italic>, and <italic>Yr30+Yr17</italic>) that enhanced resistance to <italic>Pst</italic>.</p>
</sec>
<sec>
<title>Discussion</title>
<p>This research highlights effective resistance genes and gene combinations for stripe rust in wheat and emphasizes the deployment of durable resistance. The findings guide the strategic use of these genes in breeding programs aimed at developing durable resistance in wheat genotypes in Pakistan and Southwest China.</p>
</sec>
</abstract>
<kwd-group>
<kwd>stripe rust</kwd>
<kwd>gene pyramiding</kwd>
<kwd>marker-assisted selection</kwd>
<kwd>
<italic>Yr</italic> genes</kwd>
<kwd>molecular markers</kwd>
</kwd-group>
<counts>
<fig-count count="8"/>
<table-count count="2"/>
<equation-count count="0"/>
<ref-count count="54"/>
<page-count count="17"/>
<word-count count="4601"/>
</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 (<italic>Triticum aestivum.</italic> L.) is one of the world&#x2019;s most important staple crops, serving as a primary food source for a large percentage of the global population (<xref ref-type="bibr" rid="B19">Kiani et&#xa0;al., 2021</xref>) and providing nearly 18% of the calories and 19% of the protein for human consumption (<xref ref-type="bibr" rid="B9">Erenstein et&#xa0;al., 2022</xref>). There will be a substantial increase in the demand for wheat as the world&#x2019;s population grows. Despite such demand, wheat production is challenged by several potential constraints, among which biotic stresses are exceptionally severe (<xref ref-type="bibr" rid="B10">Figueroa et&#xa0;al., 2017</xref>). Among others, stripe rust, induced by <italic>Puccinia striiformis</italic> f. sp. <italic>Tritici</italic> (<italic>Pst</italic>), is believed to be the most devastating and has been frequently reported to affect the production of wheat dramatically. This disease can cause yield reduction ranging from 10% to 70% on susceptible cultivars, with possible losses reaching 100%, particularly during intense epidemic time (<xref ref-type="bibr" rid="B5">Chen, 2020</xref>; <xref ref-type="bibr" rid="B22">Kokhmetova et&#xa0;al., 2021</xref>). Owing to the genetic diversity and rapid adaptation of virulent <italic>Pst</italic> races, the disease annually affects regions where climatic conditions and cropping practices are favorable for stripe rust (<xref ref-type="bibr" rid="B6">Chen, 2005</xref>). Ground data suggested that it become widespread in 41 primary wheat-producing regions worldwide, including China and Pakistan (<xref ref-type="bibr" rid="B27">Ma et&#xa0;al., 2023</xref>).</p>
<p>The surveillance for stripe rust in China has shown that the southwest and northwest regions are more vulnerable to the pathogen throughout the summer (<xref ref-type="bibr" rid="B53">Zhao and Kang, 2023</xref>). Both regions serve as significant origins and hubs for the <italic>Pst</italic> pathogen, contributing to its spread (<xref ref-type="bibr" rid="B52">Xu et&#xa0;al., 2019</xref>; <xref ref-type="bibr" rid="B53">Zhao and Kang, 2023</xref>). In China, there has been a substantial yield reduction caused by stripe rust outbreaks in various years, resulting in losses of 3.2 million metric tons (Mmt) in 1964, 1.8 Mmt in 1990, 1.3 Mmt in 2002, and 1.5 Mmt in 2017 (<xref ref-type="bibr" rid="B50">Wan et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B4">Chen et&#xa0;al., 2023</xref>). In Pakistan, areas like the northern and central-western regions are more prone to stripe rust (<xref ref-type="bibr" rid="B2">Bahri et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B12">Habib et&#xa0;al., 2020</xref>; <xref ref-type="bibr" rid="B34">Mehmood et&#xa0;al., 2020</xref>). Previous reports suggested that approximately 5.8 million hectares, comprising 70% of the wheat-growing area, is susceptible to stripe rust (<xref ref-type="bibr" rid="B19">Kiani et&#xa0;al., 2021</xref>), which accounts for around 70%&#x2013;75% of Pakistan&#x2019;s wheat cultivation area (<xref ref-type="bibr" rid="B47">Sobia et&#xa0;al., 2010</xref>; <xref ref-type="bibr" rid="B12">Habib et&#xa0;al., 2020</xref>). To address the ongoing rapid development of stripe rust, especially in areas where outbreaks are common, such as China and Pakistan, the most economical and sustainable method is to develop resistant cultivars (<xref ref-type="bibr" rid="B18">Kalogiannidis et&#xa0;al., 2022</xref>; <xref ref-type="bibr" rid="B41">Rebouh et&#xa0;al., 2023</xref>).</p>    <p>To control stripe rust genetically, there are currently more than 83 known <italic>Yr</italic> resistance genes that are spread throughout 21 chromosomes (<xref ref-type="bibr" rid="B28">Maccaferri et&#xa0;al., 2015</xref>; <xref ref-type="bibr" rid="B32">Mcintosh et&#xa0;al., 2016</xref>). Only eight <italic>Yr</italic> genes<italic>&#x2014;Yr36</italic> (<xref ref-type="bibr" rid="B11">Fu et&#xa0;al., 2009</xref>), <italic>Yr18</italic> (<italic>Lr34</italic>) (<xref ref-type="bibr" rid="B23">Lagudah et&#xa0;al., 2009</xref>), <italic>Yr46</italic> (<italic>Lr67</italic>) (<xref ref-type="bibr" rid="B16">Hiebert et&#xa0;al., 2015</xref>), <italic>Yr15</italic> (<xref ref-type="bibr" rid="B21">Klymiuk et&#xa0;al., 2018</xref>), <italic>Yr5/YrSp</italic> (<xref ref-type="bibr" rid="B31">Marchal et&#xa0;al., 2018</xref>), <italic>Yr79</italic>, <italic>YrAS2388</italic>, and <italic>YrU111</italic>&#x2014;have been functionally validated, while <italic>Yr10</italic> was being provisionally cloned (<xref ref-type="bibr" rid="B38">Ni et&#xa0;al., 2023</xref>). The <italic>Yr5</italic> gene, derived from <italic>T</italic>. <italic>spelta Album</italic>, is responsible for conferring resistance to <italic>Pst</italic> (<xref ref-type="bibr" rid="B29">Macer, 1966</xref>). Nevertheless, it is noteworthy that only a limited number of genotypes capable of overcoming <italic>Yr5</italic> resistance have been identified so far, specifically in Australia (<xref ref-type="bibr" rid="B33">Mclntosh et&#xa0;al., 1995</xref>), India (<xref ref-type="bibr" rid="B39">Prashar et&#xa0;al., 2015</xref>), Turkey (<xref ref-type="bibr" rid="B49">Tekin et&#xa0;al., 2021</xref>), and China (<xref ref-type="bibr" rid="B25">Liu et&#xa0;al., 2020</xref>). The <italic>Yr10</italic> resistance gene is effective in providing resistance against stripe rust in Pakistan (<xref ref-type="bibr" rid="B47">Sobia et&#xa0;al., 2010</xref>), Iran (<xref ref-type="bibr" rid="B44">Sarfaraz et&#xa0;al., 2013</xref>), India (<xref ref-type="bibr" rid="B40">Rani et&#xa0;al., 2019</xref>), and China (<xref ref-type="bibr" rid="B17">Huang et&#xa0;al., 2020</xref>). The primary gene responsible for resistance to stripe rust, <italic>Yr15</italic>, was discovered in <italic>Triticum dicoccoides</italic> accession G-25 and is located on chromosome 1BS (<xref ref-type="bibr" rid="B20">Klymiuk et&#xa0;al., 2021</xref>). Breeders across the globe have made use of the <italic>Yr17</italic> gene, which confers resistance to stripe rust in wheat (<xref ref-type="bibr" rid="B15">Helguera et&#xa0;al., 2003</xref>). The <italic>Yr18</italic> genes have been employed in breeding efforts for a century, and thus far, no evidence of pathogen adaptation has been discovered (<xref ref-type="bibr" rid="B23">Lagudah et&#xa0;al., 2009</xref>).</p>
<p>Recent advancements in molecular technologies have revolutionized plant breeding through the integration of molecular markers to improve breeding precision and efficiency (<xref ref-type="bibr" rid="B48">Sun et&#xa0;al., 2024</xref>). In contrast to conventional approaches that emphasize phenotypic selection, the use of molecular markers allows for the precise identification and monitoring of specific genes and quantitative trait loci (QTLs), thereby enhancing the processes of marker-assisted and genomic selection (<xref ref-type="bibr" rid="B14">Hasan et&#xa0;al., 2021</xref>; <xref ref-type="bibr" rid="B24">Lema, 2018</xref>). The advancement of these tools has significantly enhanced the development of better crop varieties by offering thoughtful insights into genetic diversity and complex traits, thereby facilitating more precise and effective breeding strategies (<xref ref-type="bibr" rid="B37">Nadeem et&#xa0;al., 2017</xref>). Significant advancements have been achieved in the development of stripe rust-resistant cultivars through breeding in both countries. However, the breeding program has been significantly impeded by the rapid evolution of pathogen races, which remain a global hazard to wheat cultivation (<xref ref-type="bibr" rid="B3">Bhavani et&#xa0;al., 2021</xref>). The objectives of this study are to (1) evaluate stripe rust resistance in Pakistani and Chuanyu wheat genotypes, (2) illustrate the distribution of major <italic>Yr</italic> genes by using molecular markers in Pakistani and Chuanyu wheat genotypes, and (3) analyze the effectiveness of major <italic>Yr</italic> genes and their combinations. This study provides valuable information for an efficient <italic>Yr</italic> gene utilization strategy to improve <italic>Pst</italic> resistance in Pakistani and Chinese wheat genotypes.</p>
</sec>
<sec id="s2" sec-type="materials|methods">
<title>Materials and methods</title>
<sec id="s2_1">
<title>Plant material</title>
<p>A panel of 349 genotypes was evaluated in this study and divided into three groups. The first group comprises 222 Chuanyu wheat genotypes (&#x201c;Chuan&#x201d; means Sichuan and &#x201c;Yu&#x201d; means breeding or cultivation), which represent germplasm from Southwest China (including both varieties and advanced lines; out of 222, only 16 were varieties). The second group represents the 80 historic lines of Pakistan, and the third group includes 47 recent cultivars of Pakistan (detailed information about the germplasm is available in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File S1</bold>
</xref> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables S6</bold>
</xref>-<xref ref-type="supplementary-material" rid="SM1">
<bold>S8</bold>
</xref>). The first experimental field trial was conducted at Shifang (104&#x2032;11 E, 31.6 N, elevation 521) (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>), Sichuan Province, during November 2022&#x2013;2023. Plant material for the molecular test was collected in January 2023, and field evaluation for <italic>Pst</italic> was performed in April&#x2013;May 2023. Each experimental plot was designed as a random block, and a single seed genotype was sown in a single row, and general agronomic practices were performed until harvest.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>A map of the study area effectively demarcates the geographical boundaries and the experimental sites of the research area.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1494566-g001.tif"/>
</fig>
<p>The Pakistani wheat genotype field experiment was carried out at the National Agriculture Research Center, Islamabad (33.6667&#xb0; E, 073.1667&#xb0; N, elevation 516.11 (<xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>). In wheat growing year November 2021&#x2013;2022 and November 2022&#x2013;2023, field evaluations of stripe rust were carried out in both years. Each variety was sown in a single row by maintaining a 30-cm row-to-row distance. A single line of susceptible cultivar Morocco and some local checks were sown repeatedly after every 10 lines as checks to spread rust infection. The inoculum was sprayed via a ULV sprayer onto the rust-resistant cultivar Morocco during the booting stage in both years and at both field sites. This particular stage was chosen because it aligns with the optimal weather conditions for rust spread. Afterward, the percentage of rust infection and severity was recorded once the Morocco genotype reached a severity level of 70%&#x2013;80%.</p>
</sec>
<sec id="s2_2">
<title>Pathogen inoculation</title>
<p>The stripe rust infection type (IT) value was evaluated using a standard 0&#x2013;9 identification system (<xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>) according to the modified Cobb&#x2019;s scale used by <xref ref-type="bibr" rid="B30">Mahmoud et&#xa0;al. (2015)</xref>.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Phenotypic evaluation of genotypes with reference to the progression of stripe rust infection in wheat genotypes (O, no visible infection; R, resistant; MR, moderately resistant; MS, moderately susceptible; S, susceptible).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1494566-g002.tif"/>
</fig>
<p>For artificial inoculation in Chuanyu genotypes, mixed races of CYR32, CYR33, Hybrid46, and Guinong22 were used, whereas for Pakistani genotypes mixed races of Pstv-37, PK07-4, PK07-12, and PK08-2 used to spread infection. Stripe rust IT has been observed three times throughout the adult stage 20 to 23 weeks after sowing.</p>
</sec>
<sec id="s2_3">
<title>DNA extraction and molecular marker genotyping</title>
<p>Approximately 100 mg of fresh leaf tissue was harvested from each seedling, and genomic DNA extraction was carried out by using the CTAB (hexadecyltrimethylammonium bromide) method previously reported by Jilin (2013). The extracted DNA samples were then stored at -20&#xb0;C for preservation. Following the extraction procedure, the concentration and purity of the DNA samples were accurately measured through agarose gel electrophoresis and using a nanodrop spectrophotometer, respectively, to ensure their quality and suitability for subsequent molecular analyses. PCR was performed to investigate the genetic polymorphism among genotypes that are already known for <italic>Yr</italic> genes. The PCR products were subsequently separated and visualized using 1.5% agarose gel electrophoresis (<xref ref-type="bibr" rid="B46">Sigmon and Larcom, 1996</xref>) and 8% non-denaturing polyacrylamide gel electrophoresis, with subsequent staining using silver nitrate (<xref ref-type="bibr" rid="B7">Chevallet et&#xa0;al., 2006</xref>). <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File S1</bold>
</xref> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S4</bold>
</xref>) presents a comprehensive overview of 24 pairs of functional and linked markers used for the
detection of 13 major stripe rust resistance genes (<italic>Yr5</italic>, <italic>Yr9</italic>,
<italic>Yr10</italic>, <italic>Yr15</italic>, <italic>Yr17</italic>, <italic>Yr18</italic>,
<italic>Yr26</italic>, <italic>Yr29</italic>, <italic>Yr30</italic>, <italic>Yr36</italic>,
<italic>Yr48</italic>, <italic>Yr65</italic>, and <italic>YrSp</italic>), some of which are
all-stage resistance (ASR). Others are adult plant resistance (APR). The sequences of the markers
were downloaded from maswheat.ucdavis.edu/and the Grain Gene website <uri xlink:href="https://wheat.pw.usda.gov/GG3/">wheat.pw.usda.gov/GG3/</uri>.</p>
</sec>
<sec id="s2_4">
<title>Statistical analysis</title>
<p>All the phenotypic and genotypic data were recorded in Microsoft Office Excel 2016. SPSS 20.0 was used to perform a statistical analysis of variance (ANOVA). The Pearson correlation analysis was performed using the online tool SRPlot (<ext-link ext-link-type="uri" xlink:href="http://www.bioinformatics.com.cn/">www.bioinformatics.com.cn/</ext-link>). Gen stat 22nd Edition and Origin 2024 were used to make graphs.Results</p>
</sec>
<sec id="s2_5">
<title>Field evaluation of <italic>Pst</italic> resistance</title>
<p>A panel of 349 genotypes at the adult plant stage was evaluated for stripe rust resistance in the field. These entries were grouped into three categories, including historic lines of Pakistan, recent cultivars of Pakistan, and Chuanyu wheat. The analysis of stripe rust in different cultivars indicated varying levels of resistance and susceptibility, as illustrated in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>. According to the field response, 9% of historical lines, 10.6% of recent cultivars, and 15% of Chuanyu wheat were resistant, and those with moderate resistance included 1.25% of historical lines, 34% of recent cultivars, and 56% of Chuanyu wheat. The moderate susceptible reaction was shown by 31%, 32%, and 11% of historical lines, recent cultivars, and Chuanyu wheat, respectively. In contrast, 54% of historical lines, 23% of recent cultivars, and only 4% of Chuanyu wheat were found to be susceptible. Remarkably, Chuanyu wheat shows a higher resistance characterized by a higher percentage of resistance and significantly lower susceptibility, while Pakistan&#x2019;s recent cultivars have moderate resistance, whereas most of Pakistan&#x2019;s historic lines have lost their resistance against the current stripe rust races in the field (<xref ref-type="table" rid="T1">
<bold>Tables&#xa0;1</bold>
</xref> , <xref ref-type="table" rid="T2">
<bold>2</bold>
</xref>).</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>The distribution of infection type on the X-axis in a panel of 349 wheat genotypes are divided into three groups: Chuanyu wheat, recent cultivars, and historical lines of Pakistan, whereas the percentage (%) of genotypes is shown on the Y-axis.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1494566-g003.tif"/>
</fig>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>Field evaluation of Chuanyu wheat for <italic>Pst</italic> infection.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Infection type</th>
<th valign="top" align="center">Genotypes</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Resistant</td>
<td valign="top" align="left">R5, R8, R9, R11, R12, R16, R18, R19, R22, R23, R24, R25, R26, R28, R29, R32, R33, R34, R36, R37, R39, R40, R41, R42, R50, R52, R53, R56, R57, R59, R60, R65, R66, R69, R70, R71, R73, R77, R78, R79, R82, R85, R86, R89, R96, R98, R103, R105, R108, R109, R115, R119, R121, R125, R129, R130, R131, R132, R133, R134, R135, R136, R138, R140, R144, R148, R149, R150, R153, R154, R160, R161, R162, R163, R164, R170, R171, R175, R176, R177, R178, R179, R180, R184, R191, R193, R195, R202, R204, R209, R210, R211, R212, R213, R214, R215, R216, R217, R218, R219</td>
</tr>
<tr>
<td valign="top" align="left">Moderately resistant</td>
<td valign="top" align="left">R1, R3, R7, R10, R13, R14, R15,R17, R20, R21, R30, R31, R35, R38, R43, R44, R45, R46, R47, R51, R58, R61, R63, R64, R67, R68, R72, R74, R75, R76, R83, R84, R87, R88, R93, R94, R95, R97, R102, R104, R106, R110, R111, R113, R114, R117, R118, R120, R122, R123, R124, R126, R127, R128, R137, R139, R143, R145, R147, R151, R155, R165, R166, R167, R168, R169, R172, R173, R174, R181, R185, R187, R188, R189, R190, R192, R194, R196, R197, R198, R199, R201, R203, R205, R207</td>
</tr>
<tr>
<td valign="top" align="left">Moderately susceptible</td>
<td valign="top" align="left">R6, R27, R48, R49, R54, R55, R62, R80, R81, R90, R91, R92, R99,R100, R101, R107, R112, R116, R142, R152, R183, R186</td>
</tr>
<tr>
<td valign="top" align="left">Susceptible</td>
<td valign="top" align="left">R2, R4, R141, R146, R156, R157, R158, R159, R200, R206, R208, R220, R222</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Genotypes are represented by R1, R2, R3&#x2026;R222. Resistant, Moderately resistant, moderate susceptible, and susceptible are distinct categories that indicate varying levels of disease resistance, ranging from strong resistance to high susceptibility.</p>
</fn>
</table-wrap-foot>
</table-wrap>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>Field evaluation of historic lines and recent cultivars of Pakistan, which showed different levels of IT (resistant, moderately resistant, moderately susceptible, and susceptible, indicating varying levels of disease resistance, ranging from strong resistance to high susceptibility).</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Infection type</th>
<th valign="top" align="center">Genotypes</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">Resistant</td>
<td valign="top" align="left">D1, D24, D37, D42, D45, D47, G1, G3, G5, G6, G7, G8, G21, G40</td>
</tr>
<tr>
<td valign="top" align="left">Moderately resistant</td>
<td valign="top" align="left">D4, D7, D23, D28, D30, D37, D39, D40, D43, D44, D46, G2, G28, G53, G65, G78</td>
</tr>
<tr>
<td valign="top" align="left">Moderately susceptible</td>
<td valign="top" align="left">D5, D8, D12, D13, D14, D16, D20, D21, D22, D25, D27, D28, D29, D31, D33, D35, D41, D2, D3, D6, D9, D10, D11, D15, D17, D19, D26, D32, G4,G12, G15, G18, G26, G27, G31, G35, G36, G38, G39, G41, G44, G48, G49, G50, G55, G56, G58, G64, G66, G73, G74, G75</td>
</tr>
<tr>
<td valign="top" align="left">Susceptible</td>
<td valign="top" align="left">D18, D34, D36, G9, G10, G11, G13, G14, G16, G17, G19, G20, G22, G23, G24, G25, G29, G30, G32, G33,G34, G37, G42, G43, G45, G46, G47, G51, G52, G54, G57, G59, G60, G61, G62, G63, G67, G68, G69, G70, G71, G72, G76, G77, G79, G80</td>
</tr>
</tbody>
</table>
<table-wrap-foot>
<fn>
<p>Historic lines genotypes are represented by G1, G2, G3&#x2026;G80, whereas recent cultivars are represented by D1, D2, D3&#x2026;D47.</p>
</fn>
</table-wrap-foot>
</table-wrap>
</sec>
<sec id="s2_6">
<title>Frequency distribution of <italic>Yr</italic> genes</title>
<p>The present study investigated the distribution of 13 major stripe rust resistance genes, including <italic>Yr5</italic>, <italic>Yr9</italic>, <italic>Yr10</italic>, <italic>Yr15</italic>, <italic>Yr17</italic>, <italic>Yr18</italic>, <italic>Yr26</italic>, <italic>Yr29</italic>, <italic>Yr30</italic>, <italic>Yr36</italic>, <italic>Yr48</italic>, <italic>Yr65</italic>, and <italic>YrSp</italic>. <xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref> illustrates the percentage frequency distribution of 13 <italic>Yr</italic> genes. In historic lines of Pakistan, <italic>Yr15</italic>, <italic>Yr26</italic>, <italic>Yr30</italic>, <italic>Yr48</italic>, <italic>Yr65</italic>, and <italic>YrSp</italic> showed its prevalence. Meanwhile, <italic>Yr29</italic> was totally absent, and <italic>Yr17</italic> was present in less than 10% of the population. In recent cultivars of Pakistan, <italic>Yr15</italic> and <italic>Yr26</italic> were overused, and <italic>Yr5</italic>, <italic>Yr9</italic>, and <italic>Yr10</italic> were present in less than 15% of the population. In Chuanyu, wheat <italic>Yr17</italic>, <italic>Yr26</italic>, and <italic>YrSp</italic> were present in more than 50% of the population. <italic>Yr17</italic> was overused in Chuanyu wheat, whereas <italic>Yr18</italic> was rare, and <italic>Yr36</italic> was absent. Stripe rust resistance genes <italic>Yr26</italic>, <italic>Yr15</italic>, and <italic>Yr65</italic> were highly present in all three groups. Detailed information about the presence and absence of genes in each population is mentioned in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File S1</bold>
</xref> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Tables S1</bold>
</xref>-<xref ref-type="supplementary-material" rid="SM1">
<bold>S3</bold>
</xref>). The frequency of each resistance gene across the different wheat groups is in <xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary File S1</bold>
</xref> (<xref ref-type="supplementary-material" rid="SM1">
<bold>Supplementary Table S5</bold>
</xref>), which shows the percentage of resistance genes in each population.</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Percentage (%) frequency distribution of 13 major stripe rust resistance genes (<italic>Yr</italic> genes) among three populations. Each bar indicates the percentage of genotypes possessing a particular <italic>Yr</italic> gene.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1494566-g004.tif"/>
</fig>
</sec>
<sec id="s2_7">
<title>Correlation between the number of pyramided genes and IT value</title>
<p>A significant number of <italic>Yr</italic> genes are pyramided across all populations. In all three groups, two to eight pyramiding instances of <italic>Yr</italic> genes were observed. In historic lines of Pakistan, the frequency of two and eight pyramided <italic>Yr</italic> genes was less than 3%. In Chuanyu wheat, the number of pyramiding of four, five, and six pyramided <italic>Yr</italic> genes was high, whereas in recent cultivars, the number of five pyramided <italic>Yr</italic> genes was prevalent, whereas four, six, and seven (17%, 11%, and 15%, respectively) pyramided <italic>Yr</italic> genes were observed in recent cultivars. The average number of pyramided <italic>Yr</italic> genes in historic lines and recent cultivars was five genes, whereas in Chuanyu wheat, the average number of pyramided <italic>Yr</italic> genes was four, as shown in <xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>.</p>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Percentage distribution of pyramided <italic>Yr</italic> genes detected in each population, which illustrates the differences in the frequency of pyramiding in different populations.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1494566-g005.tif"/>
</fig>
<p>Based on the field evaluation of <italic>Pst</italic>, the correlation analysis shows a significant negative correlation between the number of <italic>Yr</italic> genes and IT values, with IT values ranging from 0 to 9. A significant negative correlation (<italic>r</italic> = -0.435, <italic>R</italic>
<sup>2</sup> = 0.66, and <italic>p</italic> = 0.019) was observed. An increasing number of pyramided <italic>Yr</italic> genes decreases the IT value and increases resistance (<xref ref-type="fig" rid="f6">
<bold>Figure&#xa0;6</bold>
</xref>). This suggests that the relationship between <italic>Yr</italic> genes and IT value is statistically significant, indicating that the observed relationship is not likely a result of random chance. Pyramiding effective <italic>Yr</italic> genes in wheat is associated with enhanced stripe rust resistance.</p>
<fig id="f6" position="float">
<label>Figure&#xa0;6</label>
<caption>
<p>Correlation between the number of <italic>Yr</italic> genes pyramided in wheat genotypes and their corresponding IT (1, 2, 3, 4, 5, 6, 7, 8, and 9) values, showing a significant negative correlation (<italic>r</italic> = -0.79, <italic>P</italic> &lt; 0.01).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1494566-g006.tif"/>
</fig>
</sec>
<sec id="s2_8">
<title>Effectiveness of single <italic>Yr</italic> gene</title>
<p>The stripe rust resistance genes <italic>Yr5</italic> and <italic>Yr15</italic> were effective in historic lines and recent cultivars of Pakistan. The <italic>Yr</italic> genes such as <italic>Yr17</italic>, <italic>Yr48</italic>, and <italic>Yr65</italic> are effective in Chuanyu wheat genotypes (<xref ref-type="fig" rid="f7">
<bold>Figure&#xa0;7</bold>
</xref>). <italic>Yr29</italic> likewise showed a substantial increase in effectiveness in recent cultivars of Pakistan. Furthermore, <italic>Yr26</italic> and <italic>Yr30</italic> are effective against current stripe rust races in historic lines of Pakistan. Several resistance genes, including <italic>Yr9</italic>, <italic>Yr10</italic>, <italic>Yr18</italic>, <italic>Yr26</italic>, and <italic>Yr36</italic>, did not show resistance against mixed races during the adult stage.</p>
<fig id="f7" position="float">
<label>Figure&#xa0;7</label>
<caption>
<p>The IT values of each <italic>Yr</italic> gene are compared. Positive markers of the <italic>Yr</italic> gene are indicated by +, while negative markers are indicated by &#x2013;. Each bar represents the mean value of IT (0, 1, 2, 3, 4, 5, 6, 7, 8, and 9). The significance between each group was tested using one-way ANOVA (*<italic>p</italic> &lt; 0.05, **<italic>p</italic> &lt; 0.001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1494566-g007.tif"/>
</fig>
</sec>
<sec id="s2_9">
<title>Effectiveness of pyramiding <italic>Yr</italic> gene</title>
<p>A total of 64 combinations of two <italic>Yr</italic> genes were analyzed to evaluate the effects of stripe rust in three diverse groups; the results have shown that certain resistance genes displayed epistatic or additive effects when combined (<xref ref-type="fig" rid="f8">
<bold>Figure&#xa0;8</bold>
</xref>). The combination of <italic>Yr26+Yr48</italic> and <italic>Yr30+Yr17</italic> in Chuanyu wheat shows a lower IT value (3.1) with a minor standard deviation (1.3) compared to the individual genes alone (<italic>Yr26</italic> IT = 4.2, std = 2.0; <italic>Yr48</italic> IT = 4.2, std = 1.9, <italic>Yr30</italic> 4.4, std = 2.2; <italic>Yr17</italic> IT = 3.1, std = 1.5), suggesting that the pyramided genes are more effective together than separately. Similarly, in Pakistan&#x2019;s historical lines, the combination of <italic>Yr26+Yr48</italic> shows a significant improvement with an IT, indicating variability in the response but still an overall effective resistance. In recent cultivars of Pakistan, the combination of <italic>Yr29+Yr5</italic> and <italic>Yr30 +Yr48</italic> is marked as significant with an IT of 3.0, suggesting effective resistance. In historical lines, the combination of <italic>Yr30+Yr48</italic> showed no decrease in IT value by adding two genes. If pyramided APR genes are with ASR genes, durable resistance can be achieved. Furthermore, the results suggested an epistatic effect between the pyramided resistance genes, such as in combination with <italic>Yr30+Yr48</italic> in historical lines of Pakistan. Several APR genes, such as <italic>Yr29</italic>, <italic>Yr30</italic>, and <italic>Yr48</italic>, have been discovered to enhance the resistance of specific race-specific ASR genes. These include <italic>Yr5</italic>, <italic>Yr15</italic>, <italic>Yr17</italic>, <italic>Yr64</italic>, and <italic>Yr65</italic> when combined. These findings indicate that these gene combinations hold a significant potential for utilization in resistance breeding. The findings of this study on gene pyramiding in <italic>Yr</italic> will greatly contribute to the development of cultivars with long-lasting resistance.</p>
<fig id="f8" position="float">
<label>Figure&#xa0;8</label>
<caption>
<p>Different combinations of <italic>Yr</italic> genes associated with stripe rust. Each bar represents the mean IT value of stripe rust, ranging from 0 to 9. A one-way ANOVA was conducted to assess the significance among the groups (*<italic>p</italic>&lt;0.05, **<italic>p</italic>&lt;0.001).</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-15-1494566-g008.tif"/>
</fig>
</sec>
</sec>
<sec id="s3" sec-type="discussion">
<title>Discussion</title>
<p>The constant evolution of the stripe rust races has created challenges in finding effective wheat sources of resistance (<xref ref-type="bibr" rid="B13">Haider et&#xa0;al., 2023</xref>). This highlights the need to identify and validate new sources of resistance against the stripe rust pathogen to ensure successful use in breeding programs (<xref ref-type="bibr" rid="B35">Mu et&#xa0;al., 2019</xref>). The present study evaluated various genotypes from breeding and genetic programs focused on enhancing wheat resistance to stripe rust in China and Pakistan. In this study, we categorized Pakistani wheat germplasm into two distinct subgroups based on preliminary field evaluation of resistance. The first subgroup consists of genotypes that have significantly lost resistance over time. Conversely, the second subgroup includes genotypes released after 2015, which exhibited noticeably higher levels of resistance in field evaluations (<xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>). This grouping enables a more comprehensive understanding of resistance dynamics over time and assists in the identification of more durable sources of resistance within the recent germplasm.</p>
<p>A total of 349 genotypes from Southwest China and Pakistan were evaluated for stripe rust, and 13 known <italic>Yr</italic> genes were detected&#x2014;<italic>Yr5</italic>, <italic>Yr9</italic>, <italic>Yr10</italic>, <italic>Yr15</italic>, <italic>Yr17</italic>, <italic>Yr18</italic>, <italic>Yr26</italic>, <italic>Yr29</italic>, <italic>Yr30</italic>, <italic>Yr36</italic>, <italic>Yr48</italic>, <italic>Yr65</italic>, and <italic>YrSp</italic>&#x2014;using marker-assisted selection (MAS). When performing MAS, it is crucial to consider the credibility and accessibility of the markers (<xref ref-type="bibr" rid="B8">Collard and Mackill, 2007</xref>). In this study, functional and linked-based molecular markers were used to identify the corresponding genes. Functional markers and linked markers are effective tools that enable plant breeders to target genes controlling important agronomic traits (<xref ref-type="bibr" rid="B1">Andersen and L&#xfc;bberstedt, 2003</xref>).</p>
<p>The findings from the field evaluation showed different levels of resistance across different wheat groups. Among historic lines of Pakistan, 20% showed resistance, while over 60% were susceptible. For recent cultivars, 45% showed resistance, and 40% to 45% were susceptible. Meanwhile, in Chuanyu wheat, more than 60% exhibited resistance, while 20% to 15% of genotypes showed susceptibility. Certain genotypes such as Pakhtunkhwa-15, Abbasen-21, Wardan 17, Khosha, Nishan, T-9, Dirk, C-228, C-217, Chuanyu 25, Chuanyu29, Chuanyu31, Chuanyu33-1, Chuanyu33-2, Chuanyu37, Chuanyu40, Chuanyu42, Chuanyu45-3, Chuanyu46, and Chuanyu47 exhibited strong resistance to stripe rust, indicating their potential as valuable sources of resistance.</p>
<p>
<xref ref-type="bibr" rid="B45">Shahin et&#xa0;al. (2024)</xref> employed MAS to identify stripe rust resistance genes in 38 wheat genotypes, including <italic>Yr5</italic>, <italic>Yr9</italic>, <italic>Yr10</italic>, <italic>Yr15</italic>, <italic>Yr17</italic>, <italic>Yr18</italic>, <italic>Yr26</italic>, <italic>Yr29</italic>, <italic>Yr30</italic>, and <italic>Yr36</italic>. They classified these genotypes as resistant and slow-rusting, and they highlighted the significance of pyramiding slow-rusting genes, such as <italic>Yr18</italic> and <italic>Yr29</italic>, to achieve sustainable resistance. The current study investigates the essential role of gene pyramiding in effective resistance; however, the presence of <italic>Yr5</italic>, <italic>Yr10</italic>, and <italic>Yr15</italic> in Pakistani lines shows potential regional differences in the application and effectiveness of resistance genes. Notably, Shahin&#x2019;s study did not detect <italic>Yr36</italic>, which aligns with findings from Chuanyu wheat, indicating local variations in the utilization of resistance genes and potential resistance on certain genes. The findings of <xref ref-type="bibr" rid="B54">Zheng et&#xa0;al. (2017)</xref> support the observations of the current study regarding responses to stripe rust in Chuanyu wheat genotypes. It was found that <italic>Yr18</italic> was rare, and <italic>Yr36</italic> was absent in the Chuanyu wheat genotypes. Chuanyu wheat genotypes have more ASR genes, and some of them were overused, like <italic>Yr17</italic>, <italic>YrSp</italic>, and <italic>Yr48.</italic> The current study suggested that we need to add more APR genes to improve resistance and reduce the overuse of certain <italic>Yr</italic> genes like <italic>Yr17</italic> and <italic>Yr15</italic>. Growing crops with the same resistance genes may have less genetic variety, making them more susceptible to new races. A certain <italic>Pst</italic> race may damage a crop. Overuse of resistance genes can lead to pathogens developing <italic>Pst</italic> races that can overcome current resistance mechanisms (<xref ref-type="bibr" rid="B43">Salgotra and Chauhan, 2023</xref>). In historical lines of Pakistan, <italic>Yr15</italic>, <italic>Yr26</italic>, and <italic>YrSp</italic> demonstrated significant effectiveness, showing strong resistance to stripe rust. These findings are consistent with the results of <xref ref-type="bibr" rid="B13">Haider et&#xa0;al. (2023)</xref>, who proposed the presence of <italic>Yr5</italic>, <italic>Yr10</italic>, <italic>Yr15</italic>, and <italic>Yr26</italic> in Indian varieties. The present study also showed similar results, showing that <italic>Yr</italic> genes such as <italic>Yr5</italic>, <italic>Yr10</italic>, and <italic>Yr</italic>26 exhibited moderate effectiveness, whereas <italic>Yr29</italic> was absent in historical lines.</p>
<p>Pyramiding of effective <italic>Yr</italic> genes increases durable resistance. Molecular markers are useful in identifying wheat genotypes with multiple genes as well as facilitating the pyramiding of resistant genes (<xref ref-type="bibr" rid="B36">Muhammad et&#xa0;al., 2023</xref>). The correlation analysis conducted in the current study supports the findings of <xref ref-type="bibr" rid="B25">Liu et&#xa0;al. (2020)</xref> on the relationship between the number of pyramided <italic>Yr</italic> genes and IT values. The current study also showed similar results by increasing the number of effective pyramided <italic>Yr</italic> genes. The IT values reduce and enhance resistance to stripe rust.</p>
<p>Moreover, gene combinations like <italic>Yr9+Yr18</italic> and <italic>Yr30+Yr46</italic> have shown significant effects when combined. The results of the current gene pyramiding study is consistent with the findings of <xref ref-type="bibr" rid="B25">Liu et&#xa0;al. (2020)</xref>, indicating that combining multiple resistance genes can lead to higher levels of resistance than individual genes. This combination can contribute to durable resistance against various diseases&#x2014;for instance, in Chuanyu wheat, the combination of <italic>Yr26+Yr48</italic> and <italic>Yr30+Yr17</italic> demonstrates a lower IT value (3.1) compared to the individual genes alone. This suggests that pyramiding effective <italic>Yr</italic> genes has a greater effect when used together rather than individually.</p>
<p>Similarly, in Pakistani historic lines and recent cultivars, the combination of <italic>Yr26+Yr48</italic>, <italic>Yr29+Yr5</italic>, and <italic>Yr30+Yr48</italic> is marked as significant and suggests effective resistance. <xref ref-type="bibr" rid="B51">Wang et&#xa0;al. (2022)</xref> focused on integrating <italic>Yr18</italic>, <italic>Yr28</italic>, and <italic>Yr36</italic> within a controlled environment, demonstrating additive effects for all-stage resistance. In contrast, the current study evaluated a broader spectrum of genes, including <italic>Yr9</italic>, <italic>Yr26</italic>, <italic>Yr30</italic>, and <italic>Yr48</italic>, across multiple genotypes. Both investigations emphasize that pyramiding multiple genes provides improved and sustained resistance compared to individual genes, with significant implications for advancing global wheat breeding programs. Significant effective genes, such as <italic>Yr15</italic>, <italic>Yr17</italic>, <italic>Yr26</italic>, <italic>Yr48</italic>, <italic>Yr65</italic>, and <italic>YrSp</italic>, will be extensively utilized in breeding programs.</p>
<p>Additionally, genes exhibiting limited effectiveness under current field conditions should still be considered for incorporation in gene pyramiding strategies. This is because a single gene, when used alone, can become susceptible due to genetic shifts in the pathogen (<xref ref-type="bibr" rid="B25">Liu et&#xa0;al., 2020</xref>). The current research findings, along with the identification of several quantitative trait loci (QTLs) associated with resistance in wheat, as reported by <xref ref-type="bibr" rid="B42">Rosewarne et&#xa0;al. (2005)</xref> and <xref ref-type="bibr" rid="B26">Lowe et&#xa0;al. (2011)</xref>, suggested that gene pyramiding could greatly enhance the durability of rust resistance. To enhance durable resistance, it is recommended to incorporate APR genes in combination with ASR genes. Furthermore, the results suggest an epistatic effect between the pyramided resistance genes as observed in the combinations of <italic>Yr30+Yr48</italic>, <italic>Yr26+Yr48</italic>, <italic>Yr29+Yr5</italic>, and <italic>Yr30+Yr17</italic>. Using specific combinations of genes for deployment provides long-lasting and enhanced resistance compared to relying on a single gene.</p>
</sec>
<sec id="s4" sec-type="conclusions">
<title>Conclusion</title>
<p>The findings of the current study emphasize the importance of identifying and pyramiding effective <italic>Yr</italic> genes against stripe rust resistance in wheat genotypes. Specifically, the study highlights the prevalence and effectiveness of certain <italic>Yr</italic> genes, such as <italic>Yr15</italic>, <italic>Yr17</italic>, <italic>Yr26</italic>, <italic>Yr29</italic>, <italic>Yr48</italic>, <italic>Yr65</italic>, and <italic>YrSp</italic>. Current research highlights the significance of pyramiding of effective <italic>Yr</italic> genes and reducing the overuse of certain <italic>Yr</italic> genes. This underscores the significance of gene combination as a strategy to enhance long-lasting resistance to stripe rust. Pakistani breeding programs must incorporate more diverse ASR genes and reduce the overuse of some <italic>Yr</italic> genes like <italic>Yr48</italic>, <italic>Yr65</italic>, and <italic>Yr26</italic>. Chuanyu wheat breeding programs have more ASR genes, but they need to incorporate more APR genes, such as <italic>Yr18</italic> and <italic>Yr36</italic>, to enhance durable resistance.</p>
</sec>
</body>
<back>
<sec id="s5" 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="s6" sec-type="author-contributions">
<title>Author contributions</title>
<p>SA: Conceptualization, Formal analysis, Investigation, Methodology, Software, Writing &#x2013; original draft, Writing &#x2013; review &amp; editing. YL: Supervision, Writing &#x2013; review &amp; editing. JL: Data curation, Methodology, Writing &#x2013; review &amp; editing. JH: Data curation, Methodology, Software, Writing &#x2013; review &amp; editing. XZ: Data curation, Methodology, Writing &#x2013; review &amp; editing. XL: Data curation, Writing &#x2013; review &amp; editing. AS: Methodology, Resources, Writing &#x2013; review &amp; editing. DA: Conceptualization, Methodology, Writing &#x2013; review &amp; editing. MA: Formal analysis, Software, Writing &#x2013; review &amp; editing. YW: Funding acquisition, Project administration, Resources, Supervision, Writing &#x2013; review &amp; editing. LZ: Formal analysis, Funding acquisition, Investigation, Methodology, Project administration, Software, Supervision, Writing &#x2013; review &amp; editing. MF: Conceptualization, Data curation, Writing &#x2013; review &amp; editing.</p>
</sec>
<sec id="s7" 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. Supported by the Key Collaborative Research Program of the Alliance of International Science Organizations (Grant No. ANSO-CR-KP-2022-05) and grants from the Sichuan Science and Technology Program, China (number 2022ZDZX0014).</p>
</sec>
<ack>
<title>Acknowledgments</title>
<p>We thank Xia Xianquan (Sichuan Academy of Agricultural Sciences) for helping us conduct the field inoculation.</p>
</ack>
<sec id="s8" 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="s9" 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="s10" 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.2024.1494566/full#supplementary-material">https://www.frontiersin.org/articles/10.3389/fpls.2024.1494566/full#supplementary-material</ext-link>
</p>
<supplementary-material xlink:href="Table1.docx" id="SM1" mimetype="application/vnd.openxmlformats-officedocument.wordprocessingml.document"/>
</sec>
<ref-list>
<title>References</title>
<ref id="B1">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Andersen</surname> <given-names>J. R.</given-names>
</name>
<name>
<surname>L&#xfc;bberstedt</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>Functional markers in plants</article-title>. <source>Trends Plant Sci.</source> <volume>8</volume>, <fpage>554</fpage>&#x2013;<lpage>560</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.tplants.2003.09.010</pub-id>
</citation>
</ref>
<ref id="B2">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bahri</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Shah</surname> <given-names>S. J. A.</given-names>
</name>
<name>
<surname>Hussain</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Leconte</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Enjalbert</surname> <given-names>J.</given-names>
</name>
<name>
<surname>de Vallavieille-Pope</surname> <given-names>C.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Genetic diversity of the wheat yellow rust population in Pakistan and its relationship with host resistance</article-title>. <source>Plant Pathol.</source> <volume>60</volume>, <fpage>649</fpage>&#x2013;<lpage>660</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/j.1365-3059.2010.02420.x</pub-id>
</citation>
</ref>
<ref id="B3">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Bhavani</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>P. K.</given-names>
</name>
<name>
<surname>Qureshi</surname> <given-names>N.</given-names>
</name>
<name>
<surname>He</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Biswal</surname> <given-names>A. K.</given-names>
</name>
<name>
<surname>Juliana</surname> <given-names>P.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Globally important wheat diseases: Status, challenges, breeding and genomic tools to enhance resistance durability</article-title>. <source>Genomic Designing Biotic Stress Resistant Cereal Crops</source>, <fpage>59</fpage>&#x2013;<lpage>128</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/978-3-030-75879-0_2</pub-id>
</citation>
</ref>
<ref id="B4">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Awais</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>H.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Races CYR34 and Suwon11-1 of <italic>Puccinia striiformis</italic> f. sp. <italic>tritici</italic> played an important role in causing the stripe rust epidemic in winter wheat in Yili, Xinjiang, China</article-title>. <source>J. Fungi</source> <volume>9</volume>, <elocation-id>436</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/jof9040436</pub-id>
</citation>
</ref>
<ref id="B5">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>X.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Pathogens which threaten food security: <italic>Puccinia striiformis</italic>, the wheat stripe rust pathogen</article-title>. <source>Food Secur.</source> <volume>12</volume>, <fpage>239</fpage>&#x2013;<lpage>251</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s12571-020-01016-z</pub-id>
</citation>
</ref>
<ref id="B6">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chen</surname> <given-names>X. M.</given-names>
</name>
</person-group> (<year>2005</year>). <article-title>Epidemiology and control of stripe rust [<italic>Puccinia striiformis</italic>f. sp.<italic>tritici</italic>] on wheat</article-title>. <source>Can. J. Plant Pathol.</source> <volume>27</volume>, <fpage>314</fpage>&#x2013;<lpage>337</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/07060660509507230</pub-id>
</citation>
</ref>
<ref id="B7">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Chevallet</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Luche</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Rabilloud</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2006</year>). <article-title>Silver staining of proteins in polyacrylamide gels</article-title>. <source>Nat. Protoc.</source> <volume>1</volume>, <fpage>1852</fpage>&#x2013;<lpage>1858</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/nprot.2006.288</pub-id>
</citation>
</ref>
<ref id="B8">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Collard</surname> <given-names>B. C. Y.</given-names>
</name>
<name>
<surname>Mackill</surname> <given-names>D. J.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Marker-assisted selection: an approach for precision plant breeding in the twenty-first century</article-title>. <source>Philos. Trans. R. Soc. B: Biol. Sci.</source> <volume>363</volume>, <fpage>557</fpage>&#x2013;<lpage>572</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1098/rstb.2007.2170</pub-id>
</citation>
</ref>
<ref id="B9">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Erenstein</surname> <given-names>O.</given-names>
</name>
<name>
<surname>Jaleta</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Mottaleb</surname> <given-names>K. A.</given-names>
</name>
<name>
<surname>Sonder</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Donovan</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Braun</surname> <given-names>H.-J.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Global trends in wheat production, consumption and trade</article-title>. <source>Wheat Improvement</source>, <fpage>47</fpage>&#x2013;<lpage>66</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/978-3-030-90673-3_4</pub-id>
</citation>
</ref>
<ref id="B10">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Figueroa</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hammond-Kosack</surname> <given-names>K. E.</given-names>
</name>
<name>
<surname>Solomon</surname> <given-names>P. S.</given-names>
</name>
</person-group> (<year>2017</year>). <article-title>A review of wheat diseases-a field perspective</article-title>. <source>Mol. Plant Pathol.</source> <volume>19</volume>, <fpage>1523</fpage>&#x2013;<lpage>1536</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1111/mpp.12618</pub-id>
</citation>
</ref>
<ref id="B11">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Fu</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Uauy</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Distelfeld</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Blechl</surname> <given-names>A. E.</given-names>
</name>
<name>
<surname>Epstein</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X.</given-names>
</name>
<etal/>
</person-group>. (<year>2009</year>). <article-title>A kinase-START gene confers temperature-dependent resistance to wheat stripe rust</article-title>. <source>Science</source> <volume>323</volume>, <fpage>1357</fpage>&#x2013;<lpage>1360</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1126/science.1166289</pub-id>
</citation>
</ref>
<ref id="B12">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Habib</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Awan</surname> <given-names>F. S.</given-names>
</name>
<name>
<surname>Sadia</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Zia</surname> <given-names>M. A.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Genome-wide association mapping for stripe rust resistance in Pakistani spring wheat genotypes</article-title>. <source>Plants</source> <volume>9</volume>, <elocation-id>1056</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants9091056</pub-id>
</citation>
</ref>
<ref id="B13">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Haider</surname> <given-names>M. W.</given-names>
</name>
<name>
<surname>Kaur</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Bala</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Srivastava</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>A.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Stripe rust resistance gene(s) postulation in wheat germplasm with the help of differentials and tagged molecular markers</article-title>. <source>Sci. Rep.</source> <volume>13</volume>, <fpage>9007</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-023-36197-y</pub-id>
</citation>
</ref>
<ref id="B14">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hasan</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Choudhary</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Naaz</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Sharma</surname> <given-names>N.</given-names>
</name>
<name>
<surname>Laskar</surname> <given-names>R. A.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Recent advancements in molecular marker-assisted selection and applications in plant breeding programmes</article-title>. <source>J. Genet. Eng. Biotechnol.</source> <volume>19</volume>, <page-range>1&#x2013;26</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s43141-021-00231-1</pub-id>
</citation>
</ref>
<ref id="B15">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Helguera</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Khan</surname> <given-names>I. A.</given-names>
</name>
<name>
<surname>Kolmer</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Lijavetzky</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Zhong-qi</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Dubcovsky</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2003</year>). <article-title>PCR assays for the Lr37-Yr17-Sr38 cluster of rust resistance genes and their use to develop isogenic hard red spring wheat lines</article-title>. <source>Crop Sci.</source> <volume>43</volume>, <fpage>1839</fpage>&#x2013;<lpage>1847</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.2135/cropsci2003.1839</pub-id>
</citation>
</ref>
<ref id="B16">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Hiebert</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Spielmeyer</surname> <given-names>W.</given-names>
</name>
<name>
<surname>McCartney</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Kassa</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Fetch</surname> <given-names>T.</given-names>
</name>
<name>
<surname>You</surname> <given-names>F.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>Stem rust resistance: two approaches</article-title>. <source>Springer EBooks</source> <volume>11</volume>, <fpage>183</fpage>&#x2013;<lpage>191</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/978-4-431-55675-6_20</pub-id>
</citation>
</ref>
<ref id="B17">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Huang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Xiao</surname> <given-names>X. Z.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Gao</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Gong</surname> <given-names>G. S.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>W. Q.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Identification of stripe rust resistance genes in common wheat cultivars from the Huang-Huai-Hai region of China</article-title>. <source>Plant Dis.</source> <volume>104</volume>, <fpage>1763</fpage>&#x2013;<lpage>1770</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1094/pdis-10-19-2119-re</pub-id>
</citation>
</ref>
<ref id="B18">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kalogiannidis</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Kalfas</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Chatzitheodoridis</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Papaevangelou</surname> <given-names>O.</given-names>
</name>
</person-group> (<year>2022</year>). <article-title>Role of crop-protection technologies in sustainable agricultural productivity and management</article-title>. <source>Land</source> <volume>11</volume>, <elocation-id>1680</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/land11101680</pub-id>
</citation>
</ref>
<ref id="B19">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kiani</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Mehboob</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Hyder</surname> <given-names>M. Z.</given-names>
</name>
<name>
<surname>Zainy</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Xu</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2021</year>). <article-title>Control of stripe rust of wheat using indigenous endophytic bacteria at seedling and adult plant stage</article-title>. <source>Sci. Rep.</source> <volume>11</volume>, <page-range>1&#x2013;14</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41598-021-93939-6</pub-id>
</citation>
</ref>
<ref id="B20">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Klymiuk</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Coaker</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Fahima</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Pozniak</surname> <given-names>C. J.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Tandem protein kinases emerge as new regulators of plant immunity</article-title>. <source>Mol. Plant-Microbe Interactions&#xae;</source> <volume>34</volume>, <fpage>1094</fpage>&#x2013;<lpage>1102</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1094/mpmi-03-21-0073-cr</pub-id>
</citation>
</ref>
<ref id="B21">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Klymiuk</surname> <given-names>V.</given-names>
</name>
<name>
<surname>Yaniv</surname> <given-names>E.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Raats</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Fatiukha</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>Cloning of the wheat <italic>Yr15</italic> resistance gene sheds light on the plant tandem kinase-pseudokinase family</article-title>. <source>Nat. Commun.</source> <volume>9</volume>, <page-range>1&#x2013;12</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-018-06138-9</pub-id>
</citation>
</ref>
<ref id="B22">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Kokhmetova</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Rsaliyev</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Malysheva</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Atishova</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Kumarbayeva</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Keishilov</surname> <given-names>Z.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>Identification of stripe rust resistance genes in common wheat cultivars and breeding lines from Kazakhstan</article-title>. <source>Plants</source> <volume>10</volume>, <elocation-id>2303</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants10112303</pub-id>
</citation>
</ref>
<ref id="B23">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lagudah</surname> <given-names>E. S.</given-names>
</name>
<name>
<surname>Krattinger</surname> <given-names>S. G.</given-names>
</name>
<name>
<surname>Herrera-Foessel</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>R. P.</given-names>
</name>
<name>
<surname>Huerta-Espino</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2009</year>). <article-title>Gene-specific markers for the wheat gene <italic>Lr34/Yr18/Pm38</italic> which confers resistance to multiple fungal pathogens</article-title>. <source>Theor. Appl. Genet.</source> <volume>119</volume>, <fpage>889</fpage>&#x2013;<lpage>898</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00122-009-1097-z</pub-id>
</citation>
</ref>
<ref id="B24">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lema</surname> <given-names>M.</given-names>
</name>
</person-group> (<year>2018</year>). <article-title>Marker assisted selection in comparison to conventional plant breeding: review article</article-title>. <source>Agric. Res. Technology: Open Access J.</source> <volume>14</volume>, <page-range>1&#x2013;10</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.19080/artoaj.2018.14.555914</pub-id>
</citation>
</ref>
<ref id="B25">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Liu</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zhou</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>C.</given-names>
</name>
<etal/>
</person-group>. (<year>2020</year>). <article-title>Developing stripe rust-resistant wheat (<italic>Triticum aestivum L.</italic>) lines with gene pyramiding strategy and marker-assisted selection</article-title>. <source>Genet. Resour. Crop Evol.</source> <volume>67</volume>, <fpage>381</fpage>&#x2013;<lpage>391</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10722-019-00868-5</pub-id>
</citation>
</ref>
<ref id="B26">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Lowe</surname> <given-names>I.</given-names>
</name>
<name>
<surname>Jankuloski</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Chao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X.</given-names>
</name>
<name>
<surname>See</surname> <given-names>D.</given-names>
</name>
<name>
<surname>Dubcovsky</surname> <given-names>J.</given-names>
</name>
</person-group> (<year>2011</year>). <article-title>Mapping and validation of QTL, which confer partial resistance to broadly virulent post-2000 North American races of stripe rust in hexaploid wheat</article-title>. <source>Theor. Appl. Genet.</source> <volume>123</volume>, <fpage>143</fpage>&#x2013;<lpage>157</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00122-011-1573-0</pub-id>
</citation>
</ref>
<ref id="B27">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ma</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Awais</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Yang</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Lai</surname> <given-names>H.</given-names>
</name>
<name>
<surname>Shen</surname> <given-names>Y.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Identification of <italic>Puccinia striiformis</italic> races from the spring wheat crop in Xinjiang, China. <italic>Frontiers in Plant Science</italic>
</article-title>. <source>14</source> <volume>1273306</volume>, <page-range>1&#x2013;9</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2023.1273306</pub-id>
</citation>
</ref>
<ref id="B28">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Maccaferri</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Bulli</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Abate</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Chao</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Cantu</surname> <given-names>D.</given-names>
</name>
<etal/>
</person-group>. (<year>2015</year>). <article-title>A Genome-wide association study of resistance to stripe rust (<italic>Puccinia striiformis</italic>f. sp.<italic>tritic</italic>i) in a worldwide collection of hexaploid spring wheat (<italic>Triticum aestivumL.</italic>)</article-title>. <source>G3: Genes|Genomes|Genetics</source> <volume>5</volume>, <fpage>449</fpage>&#x2013;<lpage>465</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1534/g3.114.014563</pub-id>
</citation>
</ref>
<ref id="B29">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Macer</surname> <given-names>R.</given-names>
</name>
</person-group> (<year>1966</year>). <article-title>The formal and monosomic genetic analysis of stripe rust (<italic>Puccinia striiformis</italic>) resistance in wheat</article-title>. <source>Proc. 2nd Int. Wheat Genet. Symp. Lund Sweden 1963. Hereditas Suppl.</source> <volume>2</volume>, <fpage>127</fpage>&#x2013;<lpage>142</lpage>.</citation>
</ref>
<ref id="B30">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mahmoud</surname> <given-names>A. F.</given-names>
</name>
<name>
<surname>Hassan</surname> <given-names>M. I.</given-names>
</name>
<name>
<surname>Amein</surname> <given-names>K. A.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Resistance potential of bread wheat genotypes against yellow rust disease under Egyptian climate</article-title>. <source>Plant Pathol. J.</source> <volume>31</volume>, <fpage>402</fpage>&#x2013;<lpage>413</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.5423/PPJ.OA.12.2014.0127</pub-id>
</citation>
</ref>
<ref id="B31">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Marchal</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Fenwick</surname> <given-names>P.</given-names>
</name>
<name>
<surname>Steuernagel</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Adamski</surname> <given-names>N. M.</given-names>
</name>
<etal/>
</person-group>. (<year>2018</year>). <article-title>BED-domain-containing immune receptors confer diverse resistance spectra to yellow rust</article-title>. <source>Nat. Plants</source> <volume>4</volume>, <fpage>662</fpage>&#x2013;<lpage>668</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41477-018-0236-4</pub-id>
</citation>
</ref>
<ref id="B32">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>Mcintosh</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Dubcovsky</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Rogers</surname> <given-names>W.</given-names>
</name>
<name>
<surname>Morris</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Appels</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Xia</surname> <given-names>X.</given-names>
</name>
</person-group> (<year>2016</year>). <source>Catalogue of gene symbols for wheat: 2015-2016 supplement</source>. (<publisher-loc>Kyoto</publisher-loc>: <publisher-name>KOMUGI Integrated Wheat Science Database</publisher-name>).</citation>
</ref>
<ref id="B33">
<citation citation-type="book">
<person-group person-group-type="author">
<name>
<surname>McIntosh</surname> <given-names>R. A.</given-names>
</name>
<name>
<surname>Wellings</surname> <given-names>C. R.</given-names>
</name>
<name>
<surname>Park</surname> <given-names>R. F.</given-names>
</name>
</person-group> (<year>1995</year>). <article-title>Wheat rusts: an atlas of resistant genes</article-title>. (<publisher-loc>Australia</publisher-loc>: <publisher-name>CSIRO Publication</publisher-name>).</citation>
</ref>
<ref id="B34">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mehmood</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Sajid</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Husnain</surname> <given-names>S. Z.</given-names>
</name>
<name>
<surname>Zhao</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Kang</surname> <given-names>Z.</given-names>
</name>
</person-group> (<year>2020</year>). <article-title>Study of inheritance and linkage of virulence genes in a selfing population of a Pakistani dominant race of <italic>Puccinia striiformis</italic> f. sp. <italic>tritici</italic>
</article-title>. <source>Int. J. Mol. Sci.</source> <volume>21</volume>, <fpage>1685</fpage>&#x2013;<lpage>1685</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/ijms21051685</pub-id>
</citation>
</ref>
<ref id="B35">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Mu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Wang</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Wu</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Zeng</surname> <given-names>Q.</given-names>
</name>
<name>
<surname>Huang</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2019</year>). <article-title>Identification of sources of resistance in geographically diverse wheat accessions to stripe rust pathogen in China</article-title>. <source>Crop Prot.</source> <volume>122</volume>, <fpage>1</fpage>&#x2013;<lpage>8</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.cropro.2019.04.009</pub-id>
</citation>
</ref>
<ref id="B36">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Muhammad</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Muhammad</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Adil</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Ghulam</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>W.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Intelligent reprogramming of wheat for enhancement of fungal and nematode disease resistance using advanced molecular techniques</article-title>. <source>Front. Plant Sci</source>. <volume>14</volume>, <page-range>1&#x2013;22</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.3389/fpls.2023.1132699</pub-id>
</citation>
</ref>
<ref id="B37">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Nadeem</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Nawaz</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Shahid</surname> <given-names>M. Q.</given-names>
</name>
<name>
<surname>Do&#x11f;an</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Comertpay</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Y&#x131;ld&#x131;z</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>DNA molecular markers in plant breeding: current status and recent advancements in genomic selection and genome editing</article-title>. <source>Biotechnol. Biotechnol. Equip.</source> <volume>32</volume>, <fpage>261</fpage>&#x2013;<lpage>285</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/13102818.2017.1400401</pub-id>
</citation>
</ref>
<ref id="B38">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Ni</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Zheng</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Yu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>G.</given-names>
</name>
<name>
<surname>Epstein</surname> <given-names>L.</given-names>
</name>
<etal/>
</person-group>. (<year>2023</year>). <article-title>Sequencing trait-associated mutations to clone wheat rust-resistance gene YrNAM</article-title>. <source>Nat. Commun.</source> <volume>14</volume>, <fpage>4353</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1038/s41467-023-39993-2</pub-id>
</citation>
</ref>
<ref id="B39">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Prashar</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Bhardwaj</surname> <given-names>S. C.</given-names>
</name>
<name>
<surname>Gangwar</surname> <given-names>S. K. J. O. P.</given-names>
</name>
</person-group> (<year>2015</year>). <article-title>Virulence diversity in <italic>Puccinia striiformis</italic> f.sp. <italic>Tritici</italic> is causing yellow rust on wheat (<italic>Triticum aestivum</italic>) in India</article-title>. <source>Indian Phytopathol.</source> <volume>68</volume>, <fpage>129</fpage>&#x2013;<lpage>133</lpage>.</citation>
</ref>
<ref id="B40">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rani</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>R.</given-names>
</name>
<name>
<surname>Yadav</surname> <given-names>N. R.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Evaluating stripe rust resistance in Indian wheat genotypes and breeding lines using molecular markers</article-title>. <source>Comptes Rendus Biologies</source> <volume>342</volume>, <fpage>154</fpage>&#x2013;<lpage>174</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1016/j.crvi.2019.04.002</pub-id>
</citation>
</ref>
<ref id="B41">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rebouh</surname> <given-names>N. Y.</given-names>
</name>
<name>
<surname>Khugaev</surname> <given-names>C. V.</given-names>
</name>
<name>
<surname>Utkina</surname> <given-names>A. O.</given-names>
</name>
<name>
<surname>Isaev</surname> <given-names>K. V.</given-names>
</name>
<name>
<surname>Mohamed</surname> <given-names>E. S.</given-names>
</name>
<name>
<surname>Kucher</surname> <given-names>D. E.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Contribution of eco-friendly agricultural practices in improving and stabilizing wheat crop yield: A review</article-title>. <source>Agronomy</source> <volume>13</volume>, <elocation-id>2400</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/agronomy13092400</pub-id>
</citation>
</ref>
<ref id="B42">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Rosewarne</surname> <given-names>G. M.</given-names>
</name>
<name>
<surname>Singh</surname> <given-names>R. P.</given-names>
</name>
<name>
<surname>Huerta-Espino</surname> <given-names>J.</given-names>
</name>
<name>
<surname>William</surname> <given-names>H. M.</given-names>
</name>
<name>
<surname>Bouchet</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Cloutier</surname> <given-names>S.</given-names>
</name>
<etal/>
</person-group>. (<year>2005</year>). <article-title>Leaf tip necrosis, molecular markers, and &#x3b2;1-proteasome subunits associated with the slow rusting resistance genes <italic>Lr46/Yr29</italic>
</article-title>. <source>Theor. Appl. Genet.</source> <volume>112</volume>, <fpage>500</fpage>&#x2013;<lpage>508</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s00122-005-0153-6</pub-id>
</citation>
</ref>
<ref id="B43">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Salgotra</surname> <given-names>R. K.</given-names>
</name>
<name>
<surname>Chauhan</surname> <given-names>B. S.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Genetic diversity, conservation, and utilization of plant genetic resources</article-title>. <source>Genes</source> <volume>14</volume>, <elocation-id>174</elocation-id>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/genes14010174</pub-id>
</citation>
</ref>
<ref id="B44">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sarfaraz</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Afshari</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Yazdansepas</surname> <given-names>A.</given-names>
</name>
</person-group> (<year>2013</year>). <article-title>Effective and ineffective resistance genes to wheat yellow rust during six years of monitoring in Ardabil</article-title>. <source>Arch. Phytopathol. Plant Protection/Archiv F&#xfc;r Phytopathologie Und Pflanzenschutz</source> <volume>46</volume>, <fpage>774</fpage>&#x2013;<lpage>780</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1080/03235408.2012.752142</pub-id>
</citation>
</ref>
<ref id="B45">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Shahin</surname> <given-names>A. A.</given-names>
</name>
<name>
<surname>Omara</surname> <given-names>R. I.</given-names>
</name>
<name>
<surname>Omar</surname> <given-names>H. A.</given-names>
</name>
<name>
<surname>El-Din</surname> <given-names>H. S.</given-names>
</name>
<name>
<surname>Sehsah</surname> <given-names>M. D.</given-names>
</name>
<name>
<surname>Essa</surname> <given-names>T.</given-names>
</name>
<etal/>
</person-group>. (<year>2024</year>). <article-title>Evaluation of effectiveness resistance genes in wheat genotypes using marker-assisted selection for stripe rust resistance breeding</article-title>. <source>BMC Plant Biol.</source> <volume>24</volume>, <page-range>1&#x2013;24</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s12870-024-05470-1</pub-id>
</citation>
</ref>
<ref id="B46">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sigmon</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Larcom</surname> <given-names>L. L.</given-names>
</name>
</person-group> (<year>1996</year>). <article-title>The effect of ethidium bromide on mobility of DNA fragments in agarose gel electrophoresis</article-title>. <source>Electrophoresis</source> <volume>17</volume>, <fpage>1524</fpage>&#x2013;<lpage>1527</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1002/elps.1150171003</pub-id>
</citation>
</ref>
<ref id="B47">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sobia</surname> <given-names>T.</given-names>
</name>
<name>
<surname>Muhammad</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X.</given-names>
</name>
</person-group> (<year>2010</year>). <article-title>Evaluation of Pakistan wheat germplasms for stripe rust resistance using molecular markers</article-title>. <source>Sci. China Life Sci.</source> <volume>53</volume>, <fpage>1123</fpage>&#x2013;<lpage>1134</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s11427-010-4052-y</pub-id>
</citation>
</ref>
<ref id="B48">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Sun</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Lai</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Ghouri</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Nawaz</surname> <given-names>M. A.</given-names>
</name>
<name>
<surname>Ali</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Baloch</surname> <given-names>F. S.</given-names>
</name>
<etal/>
</person-group>. (<year>2024</year>). <article-title>Modern plant breeding techniques in crop improvement and genetic diversity: from molecular markers and gene editing to artificial intelligence&#x2014;A critical review</article-title>. <source>Plants</source> <volume>13</volume>, <fpage>2676</fpage>&#x2013;<lpage>2676</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.3390/plants13192676</pub-id>
</citation>
</ref>
<ref id="B49">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Tekin</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Cat</surname> <given-names>A.</given-names>
</name>
<name>
<surname>Akan</surname> <given-names>K.</given-names>
</name>
<name>
<surname>Akar</surname> <given-names>T.</given-names>
</name>
</person-group> (<year>2021</year>). <article-title>A new virulent race of wheat stripe rust pathogen (<italic>Puccinia striiformis</italic> f. sp. <italic>tritici</italic>) on the resistance gene <italic>Yr5</italic> in Turkey</article-title>. <source>Plant Dis.</source> <volume>105</volume>, <fpage>3292</fpage>&#x2013;<lpage>3292</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1094/pdis-03-21-0629-pdn</pub-id>
</citation>
</ref>
<ref id="B50">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wan</surname> <given-names>A. M.</given-names>
</name>
<name>
<surname>Chen</surname> <given-names>X. M.</given-names>
</name>
<name>
<surname>He</surname> <given-names>Z. H.</given-names>
</name>
</person-group> (<year>2007</year>). <article-title>Wheat stripe rust in China</article-title>. <source>Aust. J. Agric. Res.</source> <volume>58</volume>, <fpage>605</fpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1071/ar06142</pub-id>
</citation>
</ref>
<ref id="B51">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Wang</surname> <given-names>F.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Gan</surname> <given-names>M.</given-names>
</name>
<name>
<surname>Jiang</surname> <given-names>B.</given-names>
</name>
<name>
<surname>Hao</surname> <given-names>M.</given-names>
</name>
<etal/>
</person-group>. (<year>2022</year>). <article-title>Pyramiding of adult-plant resistance genes enhances all-stage resistance to wheat stripe rust</article-title>. <source>Plant Dis.</source> <volume>107</volume>, <page-range>879&#x2013;885</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1094/pdis-07-22-1716-re</pub-id>
</citation>
</ref>
<ref id="B52">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Xu</surname> <given-names>X.</given-names>
</name>
<name>
<surname>Ma</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Hu</surname> <given-names>X.</given-names>
</name>
</person-group> (<year>2019</year>). <article-title>Overwintering of wheat stripe rust under field conditions in the Northwestern regions of China</article-title>. <source>Plant Dis.</source> <volume>103</volume>, <fpage>638</fpage>&#x2013;<lpage>644</lpage>. doi:&#xa0;<pub-id pub-id-type="doi">10.1094/pdis-06-18-1053-re</pub-id>
</citation>
</ref>
<ref id="B53">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zhao</surname> <given-names>J.</given-names>
</name>
<name>
<surname>Kang</surname> <given-names>Z.</given-names>
</name>
</person-group> (<year>2023</year>). <article-title>Fighting wheat rusts in China: A look back and into the future</article-title>. <source>Phytopathol. Res.</source> <volume>5</volume>, <page-range>1&#x2013;30</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1186/s42483-023-00159-z</pub-id>
</citation>
</ref>
<ref id="B54">
<citation citation-type="journal">
<person-group person-group-type="author">
<name>
<surname>Zheng</surname> <given-names>S.</given-names>
</name>
<name>
<surname>Li</surname> <given-names>Y.</given-names>
</name>
<name>
<surname>Lu</surname> <given-names>L.</given-names>
</name>
<name>
<surname>Liu</surname> <given-names>Z.</given-names>
</name>
<name>
<surname>Zhang</surname> <given-names>C.</given-names>
</name>
<name>
<surname>Ao</surname> <given-names>D.-H.</given-names>
</name>
<etal/>
</person-group>. (<year>2017</year>). <article-title>Evaluating the contribution of Yr genes to stripe rust resistance breeding through marker-assisted detection in wheat</article-title>. <source>Euphytica</source> <volume>213</volume>, <page-range>1&#x2013;16</page-range>. doi:&#xa0;<pub-id pub-id-type="doi">10.1007/s10681-016-1828-6</pub-id>
</citation>
</ref>
</ref-list>
</back>
</article>