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<front>
<journal-meta>
<journal-id journal-id-type="publisher-id">Front. Plant Sci.</journal-id>
<journal-title>Frontiers in Plant Science</journal-title>
<abbrev-journal-title abbrev-type="pubmed">Front. Plant Sci.</abbrev-journal-title>
<issn pub-type="epub">1664-462X</issn>
<publisher>
<publisher-name>Frontiers Media S.A.</publisher-name>
</publisher>
</journal-meta>
<article-meta>
<article-id pub-id-type="doi">10.3389/fpls.2023.1132699</article-id>
<article-categories>
<subj-group subj-group-type="heading">
<subject>Plant Science</subject>
<subj-group>
<subject>Review</subject>
</subj-group>
</subj-group>
</article-categories>
<title-group>
<article-title>Intelligent reprogramming of wheat for enhancement of fungal and nematode disease resistance using advanced molecular techniques</article-title>
</title-group>
<contrib-group>
<contrib contrib-type="author">
<name>
<surname>Jabran</surname>
<given-names>Muhammad</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2264213"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Ali</surname>
<given-names>Muhammad Amjad</given-names>
</name>
<xref ref-type="aff" rid="aff2">
<sup>2</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/299698"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Zahoor</surname>
<given-names>Adil</given-names>
</name>
<xref ref-type="aff" rid="aff3">
<sup>3</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/2126408"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Muhae-Ud-Din</surname>
<given-names>Ghulam</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/754997"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Liu</surname>
<given-names>Taiguo</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/765377"/>
</contrib>
<contrib contrib-type="author">
<name>
<surname>Chen</surname>
<given-names>Wanquan</given-names>
</name>
<xref ref-type="aff" rid="aff1">
<sup>1</sup>
</xref>
<uri xlink:href="https://loop.frontiersin.org/people/523729"/>
</contrib>
<contrib contrib-type="author" corresp="yes">
<name>
<surname>Gao</surname>
<given-names>Li</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/679348"/>
</contrib>
</contrib-group>
<aff id="aff1">
<sup>1</sup>
<institution>State Key Laboratory for Biology of Plant Diseases, Institute of Plant Protection, Chinese Academy of Agricultural Sciences</institution>, <addr-line>Beijing</addr-line>, <country>China</country>
</aff>
<aff id="aff2">
<sup>2</sup>
<institution>Department of Plant Pathology, University of Agriculture</institution>, <addr-line>Faisalabad</addr-line>, <country>Pakistan</country>
</aff>
<aff id="aff3">
<sup>3</sup>
<institution>Department of Biotechnology, Chonnam National University</institution>, <addr-line>Yeosu</addr-line>, <country>Republic of Korea</country>
</aff>
<author-notes>
<fn fn-type="edited-by">
<p>Edited by: Wuletaw Tadesse, International Center for Agricultural Research in the Dry Areas (ICARDA), Morocco</p>
</fn>
<fn fn-type="edited-by">
<p>Reviewed by: Sowmyalakshmi Subramanian, McGill University, Canada; Chandra Nath Mishra, Indian Institute of Wheat and Barley Research (ICAR), India</p>
</fn>
<fn fn-type="corresp" id="fn001">
<p>*Correspondence: Li Gao, <email xlink:href="mailto:xiaogaosx@hotmail.com">xiaogaosx@hotmail.com</email>; <email xlink:href="mailto:lgao@ippcaas.cn">lgao@ippcaas.cn</email>
</p>
</fn>
</author-notes>
<pub-date pub-type="epub">
<day>10</day>
<month>05</month>
<year>2023</year>
</pub-date>
<pub-date pub-type="collection">
<year>2023</year>
</pub-date>
<volume>14</volume>
<elocation-id>1132699</elocation-id>
<history>
<date date-type="received">
<day>27</day>
<month>12</month>
<year>2022</year>
</date>
<date date-type="accepted">
<day>19</day>
<month>04</month>
<year>2023</year>
</date>
</history>
<permissions>
<copyright-statement>Copyright &#xa9; 2023 Jabran, Ali, Zahoor, Muhae-Ud-Din, Liu, Chen and Gao</copyright-statement>
<copyright-year>2023</copyright-year>
<copyright-holder>Jabran, Ali, Zahoor, Muhae-Ud-Din, Liu, Chen and Gao</copyright-holder>
<license xlink:href="http://creativecommons.org/licenses/by/4.0/">
<p>This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.</p>
</license>
</permissions>
<abstract>
<p>Wheat (<italic>Triticum aestivum</italic> L.) diseases are major factors responsible for substantial yield losses worldwide, which affect global food security. For a long time, plant breeders have been struggling to improve wheat resistance against major diseases by selection and conventional breeding techniques. Therefore, this review was conducted to shed light on various gaps in the available literature and to reveal the most promising criteria for disease resistance in wheat. However, novel techniques for molecular breeding in the past few decades have been very fruitful for developing broad-spectrum disease resistance and other important traits in wheat. Many types of molecular markers such as SCAR, RAPD, SSR, SSLP, RFLP, SNP, and DArT, etc., have been reported for resistance against wheat pathogens. This article summarizes various insightful molecular markers involved in wheat improvement for resistance to major diseases through diverse breeding programs. Moreover, this review highlights the applications of marker assisted selection (MAS), quantitative trait loci (QTL), genome wide association studies (GWAS) and the CRISPR/Cas-9 system for developing disease resistance against most important wheat diseases. We also reviewed all reported mapped QTLs for bunts, rusts, smuts, and nematode diseases of wheat. Furthermore, we have also proposed how the CRISPR/Cas-9 system and GWAS can assist breeders in the future for the genetic improvement of wheat. If these molecular approaches are used successfully in the future, they can be a significant step toward expanding food production in wheat crops.</p>
</abstract>
<kwd-group>
<kwd>wheat diseases</kwd>
<kwd>marker assisted selection</kwd>
<kwd>quantitative trait locus</kwd>
<kwd>genome wide association studies</kwd>
<kwd>CRISPR/Cas-9 system</kwd>
</kwd-group>
<contract-sponsor id="cn001">National Outstanding Youth Science Fund Project of National Natural Science Foundation of China<named-content content-type="fundref-id">10.13039/100014717</named-content>
</contract-sponsor>
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<fig-count count="5"/>
<table-count count="4"/>
<equation-count count="0"/>
<ref-count count="253"/>
<page-count count="22"/>
<word-count count="11117"/>
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<custom-meta-wrap>
<custom-meta>
<meta-name>section-in-acceptance</meta-name>
<meta-value>Plant Pathogen Interactions</meta-value>
</custom-meta>
</custom-meta-wrap>
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</front>
<body>
<sec id="s1" sec-type="intro">
<title>Introduction</title>
<p>Wheat (<italic>Triticum aestivum</italic> L.) is one of the most widely cultivated cereal grain crops and is a major source of calories for the world&#x2019;s ever-increasing population (<xref ref-type="bibr" rid="B68">Gupta et&#xa0;al., 2020</xref>). Wheat yield enhanced significantly as a result of the green revolutions of the 1960s and 1980s, mainly in Southeast-Asia. In 2020-2021, global wheat production was 772.6 million tons (<xref ref-type="bibr" rid="B149">Nigus et&#xa0;al., 2022</xref>). However, current wheat production patterns do not give the impression of feeding the estimated population of nine billion people by 2050 (<xref ref-type="bibr" rid="B41">Curtis and Halford, 2014</xref>). The production of wheat grain per unit area must expand to meet increasing human demands, as expansion in the area under cultivation seems impossible due to urbanization and other problems, i.e., drought, water logging and salinity. Hence, significant work has been done in the past to increase the productivity of wheat worldwide after the green revolution. Despite this significant enhancement in wheat production, crop yield remains sensitive to several biotic and abiotic diseases (<xref ref-type="bibr" rid="B90">Jabran et&#xa0;al., 2021</xref>). Plant diseases are the key players affecting the yield of cereal food crops and have remained the main hindrance in achieving food security and safety (<xref ref-type="bibr" rid="B136">Montesclaros and Teng, 2021</xref>). Pests and pathogens damage 40&#x2013;50% of crop yields. (<xref ref-type="bibr" rid="B100">Khan et&#xa0;al., 2021</xref>). A brief survey of the peer-reviewed literature showed that major wheat fungal diseases such as bunts, smuts, and rusts are difficult to manage due to the alternate existence of wheat pathogens on weeds or other host plants (<xref ref-type="bibr" rid="B55">Figueroa et&#xa0;al., 2018</xref>). Elimination of the fungus is difficult due to the ability of spores to remain viable for longer periods of time in the soil and air (<xref ref-type="bibr" rid="B51">Eversmeyer and Kramer, 2000</xref>). Similarly, the occurrence of diseases fluctuates greatly from season to season, depending on the conduciveness of environmental conditions, nature of pathogen, and host susceptibility (<xref ref-type="bibr" rid="B93">Jevti&#x107; et&#xa0;al., 2020</xref>). Furthermore, the intensive use of synthetic fertilizers over the years has taken a toll on the health of soil and has badly affected the environment as well as food quality. Fungal diseases such as rusts are extremely adaptive, and new races emerge quickly, infecting previously disease-resistant plants. Therefore, enhancement of plant resistance against the diseases caused by fungi, nematodes, viruses, and bacteria has great potential to increase crop production per unit area through resistance breeding approaches. These breeding systems were built on simple theories, which include identification of novel variation through sexual recombination and selecting offspring with the most desired traits. This all began as a visual selection, but as science progressed, it became convincing to utilize scientific data to select better plants for the development of disease resistant/tolerant crop varieties. The genetics of some types of plant defense against pathogens is simple and has been extensively studied using conventional phytopathology, breeding, and genetics approaches. Classical quantitative genetics has provided the tools for research related to complicated disease resistance in the past. However, quantitative genetics deals with the inheritance of complex traits in plant populations. In the context of plant disease resistance, it involves the use of statistical methods to analyze the genetic basis of resistance to various diseases (<xref ref-type="bibr" rid="B56">Fischer et&#xa0;al., 2004</xref>). Furthermore, conventional wheat breeding is a process to control major diseases in wheat by selecting and developing disease-resistant varieties through crossbreeding and hybridization. The main diseases are rusts, smuts, and leaf and stem diseases, and breeding for resistance involves selecting for plants with resistance genes to overcome the disease. This is done by identifying resistant plants and crossing them with other plants to create new varieties with the desired traits. The development of leaf rust-resistant, powdery mildew-resistant, and FHB-resistant cultivars is done by crossing wheat varieties with natural resistance and selecting for the most resistant progeny. However, this process can take multiple years and generations to produce a cultivar with the desired level of resistance.</p>
<p>To address and manage these biotic issues, molecular marker approaches are a breakthrough genomic tool for producing disease-resistant germplasm with high production (<xref ref-type="bibr" rid="B137">Mores et&#xa0;al., 2021</xref>). Likewise, new molecular approaches must be included in plant breeding programs to enhance resistance against wheat diseases (<xref ref-type="bibr" rid="B8">Ali et&#xa0;al., 2019</xref>). Many researchers have explored the potential of molecular markers for enhancing the speed and proficiency of breeding program (<xref ref-type="bibr" rid="B21">Bhanu et&#xa0;al., 2016</xref>), and there is a large body of literature available on the topic of how to use markers in breeding assessment to support a variety of tasks such as trait mapping, germplasm evaluation, and cultivar identification. Similarly, markers can be used to identify the genetic loci that control traits of interest such as disease resistance, yield, or seed size. This information can then be used to select plants with desirable traits for breeding purposes (<xref ref-type="bibr" rid="B38">Collard et&#xa0;al., 2005</xref>). Therefore, marker-assisted selection (MAS) has been established as a promising breeding strategy using molecular markers. Conventional simple sequence repeats (SSRs) have remained the most prevalent technology utilized by the public sector in breeding programs. They have been applied in cross-population meta-analyses (<xref ref-type="bibr" rid="B195">Swamy and Sarla, 2008</xref>), allelic diversity evaluations and biparental mapping research such as quantitative trait loci (QTL) mapping and fine-mapping (<xref ref-type="bibr" rid="B230">Yadaw et&#xa0;al., 2013</xref>). QTL mapping depends upon the application of DNA markers to identify genomic regions associated with complicated and polygenic types of disease resistance (<xref ref-type="bibr" rid="B236">Young, 1996</xref>). Furthermore, novel pathogen mutations frequently cause a higher risk to crops. For instance, Ug99 is the most virulent fungal strain of wheat stem rust disease (<xref ref-type="bibr" rid="B183">Singh et&#xa0;al., 2011</xref>), and wheat blast (<xref ref-type="bibr" rid="B28">Ceresini et&#xa0;al., 2018</xref>) severely harms wheat productivity in different countries. These ever-mutating pathogens have diverted the attention of plant breeders to constantly seek novel resistance gene for the management of crop disease. To combat this problem, partial/polygenic resistance has been defined as more durable and broad-spectrum resistance (BSR) against multiple pathogen species/strains or races that is modulated by QTLs (<xref ref-type="bibr" rid="B115">Li S. et&#xa0;al., 2021</xref>).</p>
<p>Most of the modern MAS research has concentrated on novel single nucleotide polymorphism (SNP) technologies following recent advancements in next-generation sequencing that reveal the entire genomes of crop plants for SNP identification (<xref ref-type="bibr" rid="B118">Liu et&#xa0;al., 2022</xref>). Genotyping by sequencing followed by SNP identification is a high throughput genomics approach that has been largely used for genome-wide association studies (GWAS) in relation to disease resistance in crop plants (<xref ref-type="bibr" rid="B20">Begum et&#xa0;al., 2015</xref>). Similarly, genome editing technology alters a specific sequence of DNA in the genome. A restriction enzyme that can identify the specific sequences in the host genome is required for genome editing. These enzymes act like molecular scissors that not only locate the genomic position but also cut specific sequences (<xref ref-type="bibr" rid="B99">Khalil, 2020</xref>). Among genome editing tools, an efficient and easy technique is the CRISPR/Cas9-system multiplex genome editing technique, which has been particularly important for understanding the complicated features of wheat disease resistance (<xref ref-type="bibr" rid="B245">Zhang et&#xa0;al., 2021</xref>). Using the CRISPR/Cas9 system, mutations in host susceptibility (S) genes provided broad-spectrum disease resistance against plant pathogens (<xref ref-type="bibr" rid="B3">Ahmad et&#xa0;al., 2020</xref>). Crop disease resistance and/or tolerance to major biotic (e.g., bacterial blight of rice and rice blast) and abiotic stresses (e.g., drought and salinity) have both been improved using CRISPR-based genome editing (<xref ref-type="bibr" rid="B91">Jaganathan et&#xa0;al., 2018</xref>). Likewise, (<xref ref-type="bibr" rid="B15">Baltes et&#xa0;al., 2015</xref>) illustrated the use of CRISPR/Cas9 technology to generate <italic>geminivirus</italic> resistant plants, and this technology has great potential for improving disease resistance in wheat. Furthermore, molecular technology has played an important role in the development of disease-resistant wheat cultivars. Scientists around the world have worked to combat various diseases affecting wheat crops such as Fusarium head blight, <italic>Septoria tritici</italic> blotch, leaf rust, and stem rust. By introducing genes that confer resistance to these diseases, they have developed cultivars that are now widely grown by farmers, such as &#x201c;Avocet R&#x201d; for FHB resistance, &#x201c;Condor&#x201d; for STB resistance, &#x201c;Zambezi&#x201d; for leaf rust resistance, and &#x201c;Moleleka&#x201d; for stem rust resistance. These efforts aim to provide farmers with crops that are more productive and sustainable, contributing to the overall growth of the agriculture industry (<xref ref-type="bibr" rid="B129">McLaughlin et&#xa0;al., 2021</xref>). In this review, we provide a detailed and comprehensive account of research advancements in QTL mapping, GWAS and genome editing technologies for the enhancement of resistance against wheat bunts, rusts, smuts, nematodes, and other important diseases. We have further reviewed most of the QTLs identified and found to be associated with resistance against major diseases of wheat. The general idea of molecular approaches to develop resistance against major wheat diseases is shown in <xref ref-type="fig" rid="f1">
<bold>Figure&#xa0;1</bold>
</xref>.</p>
<fig id="f1" position="float">
<label>Figure&#xa0;1</label>
<caption>
<p>Overview of destructive wheat diseases and molecular approaches to develop resistance against them. <bold>(A)</bold> Categorical description of wheat pathogens. <bold>(B)</bold> Schematic representation of different classes of pathogens. <bold>(C)</bold> A wheat plant demonstrating its different pathogens and approaches. <bold>(D)</bold> Representation of various genome-editing, genomics, conventional breeding-based techniques and being employed for the execution of wheat immunity against pathogens.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1132699-g001.tif"/>
</fig>
</sec>
<sec id="s2">
<title>Marker assisted selection of wheat resistance</title>
<p>Marker Assisted Selection (MAS) of wheat resistance is a plant breeding technique that uses molecular markers to select for resistance to specific diseases. This technique combines traditional plant breeding practices with modern molecular biology tools. In MAS, molecular markers that are associated with a particular trait of interest (such as disease resistance) are identified and used to screen a large number of wheat varieties. This allows plant breeders to identify individuals with the desired trait more efficiently and speeds up the breeding process by reducing the amount of time required to test each variety in the field (<xref ref-type="bibr" rid="B59">Francia et&#xa0;al., 2005</xref>). The most broadly utilized application of DNA markers is marker-assisted selection (MAS), which is a type of indirect selection. Once plant physical attributes have been mapped, a closely related DNA marker can be used to screen many samples for progeny with appropriate characteristics (<xref ref-type="bibr" rid="B133">Miedaner and Korzun, 2012</xref>). Advances in molecular genetics have led to the invention of DNA tags and marker assisted selection procedures for resistant cultivars (<xref ref-type="bibr" rid="B39">Collard and Mackill, 2008</xref>). The introduction of marker-assisted molecular breeding in the context of worldwide climate change and water constraints in arid and semiarid countries coupled with expanding global populations is a prerequisite for crop improvement (<xref ref-type="bibr" rid="B80">Hickey et&#xa0;al., 2019</xref>). Molecular markers are obviously not impacted by environmental factors and unchanged by plant developmental stages and can be detected at any stage of plant growth. MAS has become accessible for qualities regulated by most important genes along with quantitative trait loci (QTLs) and ease of use of molecular markers and genetic maps (<xref ref-type="bibr" rid="B73">Hasan et&#xa0;al., 2021</xref>). Sequence Characterized Amplified Region (SCAR) (<xref ref-type="bibr" rid="B64">Gold et&#xa0;al., 1999</xref>), Simple-sequence repeats SSRs (<xref ref-type="bibr" rid="B219">Wang et&#xa0;al., 2002</xref>), random amplified polymorphic DNA (RAPD) (<xref ref-type="bibr" rid="B159">Qi et&#xa0;al., 1996</xref>), microsatellites or simple sequence length polymorphisms (SSLPs) (<xref ref-type="bibr" rid="B120">Ma et&#xa0;al., 2001</xref>), restriction fragment length polymorphism (RFLP) (<xref ref-type="bibr" rid="B132">Metakovsky et&#xa0;al., 2021</xref>) and novel single-nucleotide polymorphism, (SNP) (<xref ref-type="bibr" rid="B227">Wu et&#xa0;al., 2018</xref>) are the different molecular markers that have been reported for the molecular identification of plant pathogens and widely used in plant breeding (<xref ref-type="bibr" rid="B203">Thomson, 2014</xref>). Hence, MAS could be useful in helping traditional plant breeding procedures in selecting phenotypic features for disease resistance screening (<xref ref-type="bibr" rid="B204">Todorovska et&#xa0;al., 2009</xref>). Accordingly, conventional plant breeding approaches, as well as functional genetic equipment and existing molecular markers (<xref ref-type="bibr" rid="B70">Gupta et&#xa0;al., 2010</xref>), can assist a breeder in producing advanced wheat genotypes that are resistant to fungal pathogens in order to reduce production losses. Hence, high costs in MAS that requires specialized laboratory equipment and skilled personnel, which can be expensive. The cost of the molecular markers, DNA extraction, and genotyping can also add to the cost of MAS. Any errors in any of these steps can impact the accuracy of the results.</p>
</sec>
<sec id="s3">
<title>Quantitative trait loci for plant disease resistance in wheat</title>
<p>QTLs (quantitative trait loci) and genes are related, but they are not the same thing. A gene is a segment of DNA that codes for a specific protein or RNA. Each gene contains the information needed to make one or more specific proteins, and these proteins determine the traits of a plant, such as height and susceptibility to certain plant diseases. While QTLs are specific locations on a chromosome that are associated with a particular trait and often influenced by multiple genes. They are used to map and study the genetic basis of complex traits in plants. The identification of QTLs can provide insights into the genetic basis of a trait and can be used to improve breeding programs for disease resistance in plants (<xref ref-type="bibr" rid="B215">Vinod, 2009</xref>). QTLs are mapped by the identification of molecular markers that are linked with a certain trait. QTL mapping mainly involves the crossing of contrasting parents (resistant and susceptible) to develop the mapping population. This mapping population is subjected to the measurement of disease response, i.e., phenotyping, and is assessed for its genetic makeup through genotyping, i.e., amplification of DNA markers. The whole process of QTL mapping is shown in <xref ref-type="fig" rid="f2">
<bold>Figure&#xa0;2</bold>
</xref>.</p>
<fig id="f2" position="float">
<label>Figure&#xa0;2</label>
<caption>
<p>Scheme of marker-assisted selection (MAS) and identification of quantitative trait loci (QTLs) involved in wheat disease resistance. 1: Biparental mapping population development, i.e., F<sub>2</sub> plants, NILs, RILs, BILs, etc., segregating for disease resistance. 2: Precise phenotyping for resistance scaling to a specific pathogen. 3: Genomic DNA isolation from selected plants. 4-6: Evaluation of genome-wide distributed polymorphic DNA markers and construction of linkage maps. 7, 8: Statistical modeling of linkage groups using phenotypic-genotypic data followed by mapping of resistance-associated QTLs.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1132699-g002.tif"/>
</fig>
<p>Many quantitative plant attributes are regulated by several genes. With the rapid improvement of molecular technology, it is feasible today to map significant QTLs on chromosomes using molecular marker information (<xref ref-type="bibr" rid="B157">Phipps et&#xa0;al., 2022</xref>). Various statistical techniques have been developed for investigating mapping data and searching for important QTLs in crop plants. It is possible to select for a resistance gene without exposing the plant to the pathogen, disease, or harmful substance if the QTLs associated with that resistance are known in the same crop species. Successful association between a molecular marker and a QTL makes the selection more effective, reliable, and faster (<xref ref-type="bibr" rid="B170">Reynolds and Borlaug, 2006</xref>). Resistance to wheat diseases such as dwarf bunt, leaf rust, stripe rust, stem rust, and spot blotch is often controlled by one to three or more genes that can be identified with several DNA markers, which are particularly based on PCR technology (<xref ref-type="bibr" rid="B165">Randhawa et&#xa0;al., 2013</xref>). Seed storage protein loci, genome identification, protein sequences, resistance gene positions, intrachromosomal mapping of genes for dwarfing and vernalization, characterization of genes and QTLs controlling tissue culture response, resistance against nematodes, and production level have all been mapped using molecular markers in wheat crops. There are various kinds of molecular markers that have their own set of benefits and drawbacks. However, most scientists are now aware of the limitations of RAPDs and other molecular markers with less frequent use. The amplified fragment length polymorphism (AFLP) technique uses PCR to selectively amplify DNA segments that have been processed with one or two restriction enzymes (<xref ref-type="bibr" rid="B10">Amom and Nongdam, 2017</xref>). Soon after, microsatellite markers, also known as SSRs (simple sequence repeats), were developed to replace RAPD and RFLP (<xref ref-type="bibr" rid="B72">Harshitha and Sandal, 2022</xref>). SSRs have been the most developed and used DNA markers for the characteristics associated with disease resistance in crop plants, especially wheat. For instance, several nematode resistance QTLs based on SSR markers have been previously reviewed (<xref ref-type="bibr" rid="B180">Seid et&#xa0;al., 2021</xref>). SNP data are widely utilized to detect marker-trait relationships in quantitative trait locus (QTL) mapping research (<xref ref-type="bibr" rid="B161">Rajesh et&#xa0;al., 2021</xref>). A large number of QTLs associated with resistance to important diseases have been identified and mapped on different chromosomes of wheat. However, it also has some limitations such as QTL analysis can only identify the general location of the genes associated with a particular trait, but not the specific genes themselves. This can make it difficult to identify the exact genes responsible for disease resistance. The detailed accounts of these mapped QTLs associated with bunts, rusts, smuts, and wheat parasitic nematodes are given below.</p>
</sec>
<sec id="s4">
<title>Mapped QTLs for bunt diseases</title>
<p>Dwarf bunt (<italic>Tilletia controversa</italic> J.G. K&#xfc;hn) and common bunt (<italic>T. caries</italic> and <italic>T. foetida</italic>) are important global quarantine diseases that decrease the quality and quantity of wheat grains (<xref ref-type="bibr" rid="B60">Gao et&#xa0;al., 2014</xref>). Teliospore germination and the development of both pathogens on wheat plants are favored by continuous snow cover in the field (<xref ref-type="bibr" rid="B223">Wilcoxson, 1996</xref>; <xref ref-type="bibr" rid="B175">Rush et&#xa0;al., 2005</xref>). These seed and soil-borne diseases are usually sufficient to produce unpleasant flour odors that reduce grain quality and cause yield losses of more than 80% (<xref ref-type="bibr" rid="B27">Castlebury et&#xa0;al., 2005</xref>). However, dwarf and common bunt fungal diseases are difficult to characterize due to their similar morphology and ecology (<xref ref-type="bibr" rid="B114">Li et&#xa0;al., 2018</xref>). Bunt diseases of wheat can effectively be controlled by different measures, such as systemic fungicides, e.g., difenoconazole. Hence, most scientists&#x2019; interest is diverted to genetic resistance to bunt diseases due to attention to organic farming and a focus on more sustainable agricultural production practices. Recent research has attempted to find and map host resistance by using a gene mapping strategy (<xref ref-type="bibr" rid="B251">Zou et&#xa0;al., 2017</xref>) and genome-wide analysis (<xref ref-type="bibr" rid="B138">Mourad et&#xa0;al., 2018</xref>). Several QTLs have been identified in wheat that are associated with bunt resistance. Similarly, some molecular markers have also been developed for pathogen identification in bunt diseases. Sixteen resistance genes (<italic>Bt1&#x2013;Bt15</italic>) and BtP have been listed, and several resistance sources are accessible for bunt of wheat (<xref ref-type="bibr" rid="B140">Muellner et&#xa0;al., 2020</xref>).</p>
<p>For instance, a specific SCAR marker was developed to detect <italic>Tilletia foetida</italic> (<xref ref-type="bibr" rid="B241">Zhang et&#xa0;al., 2012</xref>). Therefore, the application of molecular approaches for the development of bunt-resistant germplasm is essential in many wheat-growing countries, mainly where organic wheat is farmed. Few molecular markers have been discovered to be associated with bunt resistance (<xref ref-type="bibr" rid="B218">Wang et&#xa0;al., 2019</xref>). For instance, (<xref ref-type="bibr" rid="B58">Fofana et&#xa0;al., 2008</xref>) mapped QTLs associated with resistance to common bunt in a doubled haploid population derived from the cross of two spring wheat accessions RL4452 x AC Domain. They found one QTL on 1BS that was linked to common bunt disease. Furthermore, QTLs were discovered on chromosomes 7A (<xref ref-type="bibr" rid="B49">Dumalasov&#xe1; et&#xa0;al., 2012</xref>) and 7B (<xref ref-type="bibr" rid="B105">Knox et&#xa0;al., 2013</xref>). Earlier, the genes present in breeding lines were identified and germplasm was based on their response to certain pathogen strains. These pathogen strains have been discovered based on their virulence in the current collection of differential lines. There is much evidence that the current set of differential lines is not always monogenic for bunt pathogenic races. Race D-18 showed minimal virulence toward the Bt8 differential line, but races L-18 and D-19 were virulent toward the <italic>Bt8</italic> differential line. Similarly, the D-7 strain is not virulent against the <italic>Bt8</italic> line, while it is virulent against CI 9342 and PI 636146, which are thought to contain Bt8 based on their responses to L-18, D-18, and D-19 (<xref ref-type="bibr" rid="B63">Goates, 2012</xref>). <italic>Bt8</italic> gene is highly resistant to dwarf bunt disease and developed from wheat cultivar PI 178383 in the United States. <italic>Bt8</italic> gene is a well-known gene from cultivars that does not cooperate with known strains of dwarf bunt disease in the United States (<xref ref-type="bibr" rid="B63">Goates, 2012</xref>). Similarly, amplified fragment length polymorphism (AFLP) was used to examine a total of 30 primer combinations for detecting DNA polymorphisms in <italic>T. controversa</italic> and related species. According to preliminary findings, the Bt11 gene is found on chromosome 3B and may be linked to QTLs such as Xbarc180, Xwmc623, Xwmc808, and Xgwm285. By employing 1R-specific markers, the bunt resistance gene introduced from Triticale (Line F00628G34-1- containing a 1A/1R translocation) may lead to successful MAS (<xref ref-type="bibr" rid="B35">Ciuc&#x103;, 2011</xref>). SYBR Green I and TaqMan real-time polymorphic chain reaction analyses were established to identify TCK with a finding limit of 0.1 fg (<xref ref-type="bibr" rid="B60">Gao et&#xa0;al., 2014</xref>). Likewise, the Diversity Arrays Technology (DArT) and Illumina Infinium 9K iSelect marker platforms were used to genotype the population. Three Utah State University (USU) experiments discovered a QTL Q. ui-1A on 1A that explained 11&#x2013;15% of phenotypic variation for resistance to dwarf bunt in recombinant inbred line (IDO444) of wheat (<xref ref-type="bibr" rid="B30">Chen et&#xa0;al., 2016</xref>). Likewise, Diversity Arrays Technology (DArT) and Illumina Infinium 9K iSelect marker platforms were used to genotype the population. Three Utah State University (USU) experiments discovered a QTL Q.ui-1A on 1A that explained 11&#x2013;15% of phenotypic variation for resistance to dwarf bunt in a recombinant inbred line (IDO444) of wheat [63]. Likewise, the study was undertaken for DB resistance across four growing seasons in a field nursery in Logan, Utah. The Illumina 90 K SNP iSelect marker platform was used to genotype the population. On chromosomes 6DL and 7AL, the two most important QTLs were recognized (Q.DB.ui-6DL) and (Q.DB.ui-7AL), respectively. Comparative research proposed that Q.DB.ui-6DL was found in the same location as the Bt9 gene of CB resistance, and Q.DB.ui-7AL was discovered at a new bunt resistance locus. Both resistance QTLs were mapped against bunt disease resistance in the wheat line &#x2018;IDO835&#x2019; in gene-rich (NBS-LRR and kinase genes) areas using the Chinese Spring reference sequence and annotations (<xref ref-type="bibr" rid="B218">Wang et&#xa0;al., 2019</xref>). An inter simple sequence repeat (ISSR) molecular marker was reported for the first time by (<xref ref-type="bibr" rid="B234">Yao et&#xa0;al., 2019</xref>) and is a quick diagnostic approach for the detection of teliospores of <italic>Tilletia laevis</italic> K&#xfc;hn. Similarly, SYBR Green I real-time PCR and sequence characterized amplified region (SCAR) is fast and highly specific for the identification of the teliospores of <italic>T. laevis</italic> depending upon the ISSR tool. This technique enables efficient and correct differentiation among pathogens, particularly the pathogens <italic>T. tritici</italic> and <italic>T. controversa</italic>, which are very similar (<xref ref-type="bibr" rid="B114">Li et&#xa0;al., 2018</xref>). Similarly, dwarfism and common QTLs for bunt resistance were found on chromosomes 1AL, 1BS, 7AL, and 7DS. Kompetitive allele-specific PCR (KASP) was successfully employed for QTL validation. These KASP markers have the potential to aid targeted QTL introgression into superior wheat germplasm and speed up bunt resistance breeding. The combination of multiple resistance genes in the same genetic background can provide long-term protection against both common and dwarf bunts (<xref ref-type="bibr" rid="B139">Muellner et&#xa0;al., 2021</xref>). Various QTLs associated with bunt resistance are given in <xref ref-type="table" rid="T1">
<bold>Table&#xa0;1</bold>
</xref>.</p>
<table-wrap id="T1" position="float">
<label>Table&#xa0;1</label>
<caption>
<p>QTLs reported to be associated with bunt disease resistance genes in wheat, their origin, chromosomal positioning and linked molecular markers.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Sr. No.</th>
<th valign="top" align="left">QTLs</th>
<th valign="top" align="left">Origin</th>
<th valign="top" align="left">Position</th>
<th valign="top" align="left">A. M. C</th>
<th valign="top" align="left">Source</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>1</bold>
</td>
<td valign="top" align="left">Q.DB.ui-7DS</td>
<td valign="top" align="left">(RIL) Idaho 444</td>
<td valign="top" align="left">7DS</td>
<td valign="top" align="left">DArT marker</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B30">Chen et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>2</bold>
</td>
<td valign="top" align="left">Bt12</td>
<td valign="top" align="left">(RIL) PI119333</td>
<td valign="top" align="left">7DS</td>
<td valign="top" align="left">SNP (KASP)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B140">Muellner et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>3</bold>
</td>
<td valign="top" align="left">Bt10</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">6D</td>
<td valign="top" align="left">microsatellite markers</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B131">Menzies et&#xa0;al., 2006</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>4</bold>
</td>
<td valign="top" align="left">Bt9</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">6DL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B189">Steffan et&#xa0;al., 2017</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>5</bold>
</td>
<td valign="top" align="left">Bt1</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2B</td>
<td valign="top" rowspan="2" align="left"/>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B9">Al-Maaroof et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>6</bold>
</td>
<td valign="top" align="left">Bt4</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1B</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B23">Briggs, 1933</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>7</bold>
</td>
<td valign="top" align="left">QCbt.crc-1B.1</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1BS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B58">Fofana et&#xa0;al., 2008</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>8</bold>
</td>
<td valign="top" align="left">QCbt.crc-1B.2</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1BL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B58">Fofana et&#xa0;al., 2008</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>9</bold>
</td>
<td valign="top" align="left">QCbt.spa-1B</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1B</td>
<td valign="top" align="left">microsatellite and DArT</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B184">Singh et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>10</bold>
</td>
<td valign="top" align="left">QCbt.spa-4B</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">4B</td>
<td valign="top" align="left">microsatellite and DArT</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B184">Singh et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>11</bold>
</td>
<td valign="top" align="left">QCbt.spa-4D</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">4D</td>
<td valign="top" align="left">microsatellite and DArT</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B184">Singh et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>12</bold>
</td>
<td valign="top" align="left">QCbt.spa-7B.1</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">7B</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B105">Knox et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>13</bold>
</td>
<td valign="top" align="left">QCbt.spa-7D</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">7D</td>
<td valign="top" align="left">microsatellite and DArT</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B184">Singh et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>14</bold>
</td>
<td valign="top" align="left">Bt11</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">3B</td>
<td valign="top" align="left">Xwmc808, Xgwm285</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B35">Ciuc&#x103;, 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>15</bold>
</td>
<td valign="top" align="left">Bt13</td>
<td valign="top" colspan="3" align="left"/>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B49">Dumalasov&#xe1; et&#xa0;al., 2012</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s5">
<title>Mapped QTLs for rust diseases</title>
<p>Wheat rust pathogens are host specific and macrocyclic. Leaf rust, stem rust, and stripe rust are important diseases of wheat worldwide (<xref ref-type="bibr" rid="B186">Sinha and Chen, 2021</xref>). Wheat rusts are caused by obligate, biotrophic fungal pathogens belonging to the family <italic>Puccinacae</italic> that can spread thousands of miles by wind and cause significant economic losses around the globe (<xref ref-type="bibr" rid="B106">Kolmer, 2013</xref>). For instance, only yellow or stripe rust of wheat causes up to 100% yield losses to susceptible varieties (<xref ref-type="bibr" rid="B29">Chen, 2005</xref>).</p>
<p>Additionally, (<xref ref-type="bibr" rid="B154">Park et&#xa0;al., 2011</xref>) proved the value of genetic resistance in the management of rust pathogens in their studies. The availability of various resistance genes is a requirement for producing cultivars with long-term rust resistance. Rust infection has become more common in the recent years, producing epidemics in wheat-growing areas across the United States and world (<xref ref-type="bibr" rid="B92">Jamil et&#xa0;al., 2020</xref>). This is mainly caused by substation changes in climatic conditions, which lead the pathogen to alter its genetic makeup and break resistance in the host. Ug99, a novel strain of stem rust, was discovered in Uganda in 1999, and its variants are pathogenic to approximately 80&#x2013;90% of wheat cultivars and germplasm (<xref ref-type="bibr" rid="B183">Singh et&#xa0;al., 2011</xref>; <xref ref-type="bibr" rid="B22">Bhardwaj et&#xa0;al., 2014</xref>). Stripe rust has also appeared as the most harmful grain rust in several parts of the globe caused by <italic>Puccinia striiformis</italic> (<xref ref-type="bibr" rid="B222">Wellings, 2011</xref>). Spring wheat landrace PI 480035 proved highly resistant against stripe rust (<xref ref-type="bibr" rid="B190">Sthapit et&#xa0;al., 2014</xref>). In 2013 and 2014, the population was assessed in the research area, and seedling responses against three pathogen races (PSTv-14, PSTv-37, and PSTv-40) were tested under a controlled environment (<xref ref-type="bibr" rid="B216">Wan et&#xa0;al., 2017</xref>). Genotyping by sequencing and microsatellite markers were used to genotype the population within the entire wheat genome. On chromosome 1B, an important QTL (QYr.wrsggl1-1BS) was discovered. The nearest molecular markers included Xgwm273, Xgwm11, and Xbarc187 1.01 cM distal to QYr.wrsggl1-1BS, Xcfd59 0.59 cM proximal to QYr.wrsggl1-1BS, and XA365 3.19 cM proximal to QYr.wrsggl1-1BS, respectively (<xref ref-type="bibr" rid="B191">Sthapit Kandel et&#xa0;al., 2017</xref>). On 3B, a different QTL (QYr.wrsggl1-3B) was detected that was only significant for PSTv-40 and not in the field, showing that it negotiates race-specific resistance. When compared to markers linked with earlier studied Yr genes on 1B (Yr64, Yr65, and YrH52), QYr.wrsggl1-1BS appears to be a new resistance gene to yellow stripe rust. This novel gene can be adapted into modern breeding systems and resistance genes of adult plants to create cultivars with long-lasting resistance (<xref ref-type="bibr" rid="B191">Sthapit Kandel et&#xa0;al., 2017</xref>). The Yr15 gene has been finely mapped to a 0.77 cM area using BSR-Seq, which confers resistance to yellow rust in wheat, allowing the creation of effective MAS markers (<xref ref-type="bibr" rid="B164">Ramirez-Gonzalez et&#xa0;al., 2015</xref>). In diploid wheat species of both common wheat and durum wheat, more than 65 leaf rust resistance (Lr) genes have been reported through different molecular techniques (<xref ref-type="bibr" rid="B18">Bansal et&#xa0;al., 2008</xref>). The wild wheat relative <italic>Aegilops tauschii</italic> has been shown to contain most of these genes (<xref ref-type="bibr" rid="B83">Hiebert et&#xa0;al., 2007</xref>). In a study using the IWGSC RefSeq v2.0 physical map, 82 QTLs were mapped in two hexaploid wheat populations for resistance to leaf spot, leaf rust, stripe rust, and common bunt. 29 QTLs were associated with all combined environments, and 14 were stable across most environments. Ten chromosome arms had QTL clusters for resistance to 2-4 diseases, providing a resource for comparing QTLs in different populations based on physical information of all markers. A total of 82 QTLs related to resistance against Yr (36), Ls (18), Lr (15), and Cbt (13) were discovered by analyzing both individual and combined data from all environments (<xref ref-type="bibr" rid="B88">Iqbal et&#xa0;al., 2023</xref>).</p>
<p>The study led to determine the frequency of Iranian Pt races causes leaf rust of wheat, their virulence to key resistance genes and map quantitative trait loci (QTL) for resistance to different Pt races from 185 globally diverse wheat genotypes. Results showed that some Pt races were relatively frequent in Iran and that certain resistant genes were still effective against the pathogen population. Genome-wide association study (GWAS) resulted in the identification of 62 significant marker-trait associations (MTAs) belonged to 34 QTLs across 16 chromosomes. The known and novel QTLs associated with different Pt races can be used in future wheat breeding programs for durable resistance (<xref ref-type="bibr" rid="B197">Talebi et&#xa0;al., 2023</xref>). Furthermore, a study evaluated 441 synthetic hexaploid wheat (SHW) accessions for resistance to spot blotch (SB) caused by <italic>Bipolaris sorokiniana</italic>. The panel showed high resistance, with 250 accessions being resistant and 161 showing moderate resistance. A genome-wide association study (GWAS) revealed 41 significant marker-trait associations for SB resistance, located on different chromosomes, but none had a major effect. This is the first GWAS to identify markers and resistant SHW lines for SB resistance in wheat breeding (<xref ref-type="bibr" rid="B74">Haugrud et&#xa0;al., 2023</xref>). Various QTLs linked to rust resistance are given in <xref ref-type="table" rid="T2">
<bold>Table&#xa0;2</bold>
</xref>.</p>
<table-wrap id="T2" position="float">
<label>Table&#xa0;2</label>
<caption>
<p>QTLs reported to be associated with rust disease resistance genes in wheat, their origin, chromosomal positioning and linked molecular markers.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Sr.<break/>No.</th>
<th valign="top" align="left">QTLs</th>
<th valign="top" align="left">Origin</th>
<th valign="top" align="left">Position</th>
<th valign="top" align="left">A. M. C</th>
<th valign="top" align="left">Source</th>
</tr>
</thead>
<tbody>
<tr>
<th valign="top" colspan="6" align="left">Leaf rust (Puccinia triticina)</th>
</tr>
<tr>
<td valign="top" align="left">
<bold>1</bold>
</td>
<td valign="top" align="left">
<italic>Lr1</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">7BL</td>
<td valign="top" align="left">RFLP/STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B4">Ak&#x131;n et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>2</bold>
</td>
<td valign="top" align="left">
<italic>Lr3</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">6BL</td>
<td valign="top" align="left">RFLP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B79">Herrera-Foessel et&#xa0;al., 2007</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>3</bold>
</td>
<td valign="top" align="left">
<italic>Lr9</italic>
</td>
<td valign="top" align="left">
<italic>Aegilops</italic>
<break/>
<italic>umbellulata</italic>
</td>
<td valign="top" align="left">6B</td>
<td valign="top" align="left">RAPD/STS, RFLP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B13">Autrique et&#xa0;al., 1995</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>4</bold>
</td>
<td valign="top" align="left">
<italic>Lr10</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1AS</td>
<td valign="top" align="left">RFLP/STS, STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B54">Feuillet et&#xa0;al., 2003</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>5</bold>
</td>
<td valign="top" align="left">
<italic>Lr12</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">4B</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B182">Singh and Bowden, 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>6</bold>
</td>
<td valign="top" align="left">
<italic>Lr13</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2BS</td>
<td valign="top" align="left">RFLP, SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">Bansal et&#xa0;al., 2008</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>7</bold>
</td>
<td valign="top" align="left">
<italic>Lr14</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">7BL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B79">Herrera-Foessel et&#xa0;al., 2007</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>8</bold>
</td>
<td valign="top" align="left">
<italic>Lr14a</italic>
</td>
<td valign="top" align="left">
<italic>T. durum</italic>
</td>
<td valign="top" align="left">7BL</td>
<td valign="top" align="left">SNP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B200">Terracciano et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>9</bold>
</td>
<td valign="top" align="left">
<italic>Lr15</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2DS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B47">Dholakia et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>10</bold>
</td>
<td valign="top" align="left">
<italic>Lr16</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2BS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B98">Kassa et&#xa0;al., 2017</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>11</bold>
</td>
<td valign="top" align="left">
<italic>Lr19</italic>
</td>
<td valign="top" align="left">
<italic>Agropyron elongatum</italic>
</td>
<td valign="top" align="left">7DL</td>
<td valign="top" align="left">STS, RAPD/SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B246">Zhang et&#xa0;al., 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>12</bold>
</td>
<td valign="top" align="left">
<italic>Lr20</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">7AL</td>
<td valign="top" align="left">RFLP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B148">Neu et&#xa0;al., 2002</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>14</bold>
</td>
<td valign="top" align="left">
<italic>Lr21</italic>
</td>
<td valign="top" align="left">
<italic>T. tauschii</italic>
</td>
<td valign="top" align="left">1DS</td>
<td valign="top" align="left">RFLP; KASPar</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B86">Huang and Gill, 2001</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>15</bold>
</td>
<td valign="top" align="left">
<italic>Lr22</italic>
</td>
<td valign="top" align="left">
<italic>T. tauschii</italic>
</td>
<td valign="top" align="left">2DS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B83">Hiebert et&#xa0;al., 2007</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>16</bold>
</td>
<td valign="top" align="left">
<italic>Lr23</italic>
</td>
<td valign="top" align="left">
<italic>T. turgidum</italic>
</td>
<td valign="top" align="left">2BS</td>
<td valign="top" align="left">RFLP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B147">Nelson et&#xa0;al., 1997</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>17</bold>
</td>
<td valign="top" align="left">
<italic>Lr24</italic>
</td>
<td valign="top" align="left">
<italic>Agropyron elongatum</italic>
</td>
<td valign="top" align="left">3D</td>
<td valign="top" align="left">RFLP, RAPD/STS, SCAR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B69">Gupta et&#xa0;al., 2006</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>18</bold>
</td>
<td valign="top" align="left">
<italic>Lr25</italic>
</td>
<td valign="top" align="left">
<italic>S. cereale</italic>
</td>
<td valign="top" align="left">4BS</td>
<td valign="top" align="left">RAPD/SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B185">Singh et&#xa0;al., 2012</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>19</bold>
</td>
<td valign="top" align="left">
<italic>Lr26</italic>
</td>
<td valign="top" align="left">
<italic>Secale cereale</italic>
</td>
<td valign="top" align="left">1B</td>
<td valign="top" align="left">SCAR, SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B250">Zhou Y. et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>20</bold>
</td>
<td valign="top" align="left">
<italic>Lr27</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">3BS</td>
<td valign="top" align="left">RFLP, SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B11">Aravindh et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>21</bold>
</td>
<td valign="top" align="left">
<italic>Lr28</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">4AL</td>
<td valign="top" align="left">STS, SCAR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B188">Sohail et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>22</bold>
</td>
<td valign="top" align="left">
<italic>Lr29</italic>
</td>
<td valign="top" align="left">
<italic>Agropyron elongatum</italic>
</td>
<td valign="top" align="left">7DS</td>
<td valign="top" align="left">RAPD</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B212">Vanzetti et&#xa0;al., 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>23</bold>
</td>
<td valign="top" align="left">
<italic>Lr31</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">4BL</td>
<td valign="top" align="left">RFLP, SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B147">Nelson et&#xa0;al., 1997</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>24</bold>
</td>
<td valign="top" align="left">
<italic>Lr32</italic>
</td>
<td valign="top" align="left">
<italic>T. tauschii</italic>
</td>
<td valign="top" align="left">3DS</td>
<td valign="top" align="left">RFLP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B13">Autrique et&#xa0;al., 1995</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>25</bold>
</td>
<td valign="top" align="left">
<italic>Lr34</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">7DS</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B44">Dakouri et&#xa0;al., 2010</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>26</bold>
</td>
<td valign="top" align="left">
<italic>Lr35</italic>
</td>
<td valign="top" align="left">
<italic>A. speltoides</italic>,<break/>
<italic>T. speltoides</italic>
</td>
<td valign="top" align="left">2BL</td>
<td valign="top" align="left">SCAR, STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B64">Gold et&#xa0;al., 1999</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>27</bold>
</td>
<td valign="top" align="left">
<italic>Lr37</italic>
</td>
<td valign="top" align="left">
<italic>A. ventricosa</italic>
</td>
<td valign="top" align="left">2AS</td>
<td valign="top" align="left">STS/CAPS, ISSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B26">Bulos et&#xa0;al., 2006</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>28</bold>
</td>
<td valign="top" align="left">
<italic>Lr38</italic>
</td>
<td valign="top" align="left">
<italic>Thinopyrum</italic>
<break/>
<italic>intermedium</italic>
</td>
<td valign="top" align="left">2AS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B130">Mebrate et&#xa0;al., 2008</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>29</bold>
</td>
<td valign="top" align="left">
<italic>Lr39</italic>
</td>
<td valign="top" align="left">
<italic>T. Tauschii</italic>
</td>
<td valign="top" align="left">2DS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B169">Raupp et&#xa0;al., 2001</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>30</bold>
</td>
<td valign="top" align="left">
<italic>Lr41</italic>
</td>
<td valign="top" align="left">
<italic>T. Tauschii</italic>
</td>
<td valign="top" align="left">1D</td>
<td valign="top" align="left"/>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B192">Sun et&#xa0;al., 2009</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>31</bold>
</td>
<td valign="top" align="left">
<italic>Lr45</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2A</td>
<td valign="top" align="left">AFLP, SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B146">Naik et&#xa0;al., 2015</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>32</bold>
</td>
<td valign="top" align="left">
<italic>Lr46</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1BL</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B127">Mateos-Hernandez et&#xa0;al., 2006</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>33</bold>
</td>
<td valign="top" align="left">
<italic>Lr47</italic>
</td>
<td valign="top" align="left">
<italic>T. speltoides</italic>
</td>
<td valign="top" align="left">7AS&#x2003;</td>
<td valign="top" align="left">RFLP, CAPS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B75">Helguera et&#xa0;al., 2000</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>34</bold>
</td>
<td valign="top" align="left">
<italic>Lr48</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2BS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">Bansal et&#xa0;al., 2008</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>35</bold>
</td>
<td valign="top" align="left">
<italic>Lr49</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2AS, 2BL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B18">Bansal et&#xa0;al., 2008</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>36</bold>
</td>
<td valign="top" align="left">
<italic>Lr50</italic>
</td>
<td valign="top" align="left">
<italic>T. timopheevii</italic>
</td>
<td valign="top" align="left">2BL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B25">Brown-Guedira et&#xa0;al., 2003</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>37</bold>
</td>
<td valign="top" align="left">
<italic>Lr51</italic>
</td>
<td valign="top" align="left">
<italic>T. speltoides</italic>
</td>
<td valign="top" align="left">1BL</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B77">Helguera et&#xa0;al., 2005</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>38</bold>
</td>
<td valign="top" align="left">
<italic>Lr52</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">5BS</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B17">Bansal et&#xa0;al., 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>39</bold>
</td>
<td valign="top" align="left">
<italic>Lr 58</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">Ncw1</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B112">Kuraparthy et&#xa0;al., 2007</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>40</bold>
</td>
<td valign="top" align="left">
<italic>Lr60</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1DS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B82">Hiebert et&#xa0;al., 2008</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>41</bold>
</td>
<td valign="top" align="left">
<italic>Lr63</italic>
</td>
<td valign="top" align="left">
<italic>T. monococcum</italic>
</td>
<td valign="top" align="left">3AS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B107">Kolmer et&#xa0;al., 2010</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>42</bold>
</td>
<td valign="top" align="left">
<italic>Lr64</italic>
</td>
<td valign="top" align="left">
<italic>T. dicoccoides</italic>
</td>
<td valign="top" align="left">1DS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B108">Kolmer et&#xa0;al., 2019</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>43</bold>
</td>
<td valign="top" align="left">
<italic>Lr67</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">4D</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B81">Hiebert et&#xa0;al., 2010</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>44</bold>
</td>
<td valign="top" align="left">
<italic>Lr68</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">7BL</td>
<td valign="top" align="left">SSR, CAPS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B78">Herrera-Foessel et&#xa0;al., 2012</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>45</bold>
</td>
<td valign="top" align="left">
<italic>LrM</italic>
</td>
<td valign="top" align="left">
<italic>Aegilops</italic>
<break/>
<italic>markgraffii</italic>
</td>
<td valign="top" align="left">2AS</td>
<td valign="top" align="left">SNP based<break/>PCR markers</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B167">Rani et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>46</bold>
</td>
<td valign="top" align="left">
<italic>TaCN-R with</italic>
<break/>
<italic>Lr13</italic>
</td>
<td valign="top" align="left">leaf rust in<break/>wheat</td>
<td valign="top" align="left">QLr.hnau-2BS</td>
<td valign="top" align="left">Linkage mapping</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B84">Hou W. et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Stem rust (Puccinia graminis f. sp. tritici., P. recondita)</th>
</tr>
<tr>
<td valign="top" align="left">
<bold>1</bold>
</td>
<td valign="top" align="left">
<italic>Sr2</italic>
</td>
<td valign="top" align="left">
<italic>T. turgidum</italic>
</td>
<td valign="top" align="left">3BS</td>
<td valign="top" align="left">STS, CAPS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B124">Mago et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>2</bold>
</td>
<td valign="top" align="left">
<italic>Sr9a</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2BL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B209">Tsilo et&#xa0;al., 2007</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>3</bold>
</td>
<td valign="top" align="left">
<italic>Sr22</italic>
</td>
<td valign="top" align="left">
<italic>T. monococcum</italic>
</td>
<td valign="top" align="left">7AL</td>
<td valign="top" align="left">RFLP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B156">Periyannan et&#xa0;al., 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>4</bold>
</td>
<td valign="top" align="left">
<italic>Sr24</italic>
</td>
<td valign="top" align="left">
<italic>Agropyron elongatum</italic>
</td>
<td valign="top" align="left">3DL</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B122">Mago et&#xa0;al., 2005</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>5</bold>
</td>
<td valign="top" align="left">
<italic>Sr25</italic>
</td>
<td valign="top" align="left">
<italic>Thinopyrum ponticum</italic>
</td>
<td valign="top" align="left">7BL</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B119">Liu et&#xa0;al., 2010</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>6</bold>
</td>
<td valign="top" align="left">
<italic>Sr26</italic>
</td>
<td valign="top" align="left">
<italic>Agropyron elongatum</italic>,</td>
<td valign="top" align="left">6AL</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B122">Mago et&#xa0;al., 2005</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>7</bold>
</td>
<td valign="top" align="left">
<italic>Sr28</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2BL</td>
<td valign="top" align="left">PCR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B174">Rouse et&#xa0;al., 2012</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>8</bold>
</td>
<td valign="top" align="left">
<italic>Sr35</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">3AL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B244">Zhang et&#xa0;al., 2010</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>9</bold>
</td>
<td valign="top" align="left">
<italic>Sr38</italic>
</td>
<td valign="top" align="left">
<italic>A. ventricosa</italic>
</td>
<td valign="top" align="left">2AS</td>
<td valign="top" align="left">STS/CAPS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B76">Helguera et&#xa0;al., 2003</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>10</bold>
</td>
<td valign="top" align="left">
<italic>Sr39</italic>
</td>
<td valign="top" align="left">
<italic>A. speltoides</italic>
</td>
<td valign="top" align="left">2B</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B237">Yu et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>11</bold>
</td>
<td valign="top" align="left">
<italic>Sr36</italic>
</td>
<td valign="top" align="left">
<italic>T. timopheevi</italic>
</td>
<td valign="top" align="left">2BS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B237">Yu et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>12</bold>
</td>
<td valign="top" align="left">
<italic>Sr47</italic>
</td>
<td valign="top" align="left">
<italic>Aegilops speltoides</italic>
</td>
<td valign="top" align="left">2B</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B103">Klindworth et&#xa0;al., 2017</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>13</bold>
</td>
<td valign="top" align="left">
<italic>Sr52</italic>
</td>
<td valign="top" align="left">
<italic>D. villosum</italic>
</td>
<td valign="top" align="left">6AL</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B237">Yu et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>14</bold>
</td>
<td valign="top" align="left">
<italic>Sr R</italic>
</td>
<td valign="top" align="left">
<italic>Secale cereale</italic>
</td>
<td valign="top" align="left">1D</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B123">Mago et&#xa0;al., 2002</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>15</bold>
</td>
<td valign="top" align="left">
<italic>Sr32</italic>
</td>
<td valign="top" align="left">
<italic>A. speltoides</italic>
</td>
<td valign="top" align="left">2DS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B125">Mago et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>16</bold>
</td>
<td valign="top" align="left">
<italic>Sr43</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">7D</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B150">Niu et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>17</bold>
</td>
<td valign="top" align="left">
<italic>Sr45</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1DS</td>
<td valign="top" align="left">SSR/AFLP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B155">Periyannan et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>18</bold>
</td>
<td valign="top" align="left">
<italic>Sr54</italic>
</td>
<td valign="top" align="left">
<italic>Ae. tauschii</italic>
</td>
<td valign="top" align="left">2DL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B62">Ghazvini et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>19</bold>
</td>
<td valign="top" align="left">
<italic>Sr56</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">5BL</td>
<td valign="top" align="left">STS and SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B16">Bansal et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>20</bold>
</td>
<td valign="top" align="left">
<italic>QSr.dms-2B</italic>
</td>
<td valign="top" align="left">Stem rust of wheat</td>
<td valign="top" align="left">2B</td>
<td valign="top" align="left">SNPs</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B34">Ciechanowska et&#xa0;al., 2022</xref>)</td>
</tr>
<tr>
<th valign="top" colspan="6" align="left">Stripe rust &#x2013; (Puccinia striiformis)</th>
</tr>
<tr>
<td valign="top" align="left">
<bold>1</bold>
</td>
<td valign="top" align="left">
<italic>Yr5</italic>
</td>
<td valign="top" align="left">
<italic>T. spelta</italic>
</td>
<td valign="top" align="left">2BL</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B231">Yan et&#xa0;al., 2003</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>2</bold>
</td>
<td valign="top" align="left">
<italic>Yr10</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1BS</td>
<td valign="top" align="left">SSR, STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B238">Yuan et&#xa0;al., 2018</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>3</bold>
</td>
<td valign="top" align="left">
<italic>Yr15</italic>
</td>
<td valign="top" align="left">
<italic>T. dicoccoides</italic>
</td>
<td valign="top" align="left">1BS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B193">Sun et&#xa0;al., 1997</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>4</bold>
</td>
<td valign="top" align="left">
<italic>Yr17</italic>
</td>
<td valign="top" align="left">
<italic>A. ventricosa</italic>
</td>
<td valign="top" align="left">2AS</td>
<td valign="top" align="left">STS/CAPS, SCAR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B171">Robert et&#xa0;al., 1999</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>5</bold>
</td>
<td valign="top" align="left">
<italic>Yr26</italic>
</td>
<td valign="top" align="left">
<italic>H. villosa</italic>,</td>
<td valign="top" align="left">1B</td>
<td valign="top" align="left">SSR, EST-STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B221">Wang et&#xa0;al., 2008</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>6</bold>
</td>
<td valign="top" align="left">
<italic>Yr28</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">4DS</td>
<td valign="top" align="left">RFLP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B247">Zheng et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>7</bold>
</td>
<td valign="top" align="left">
<italic>Yr50</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">4BL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B117">Liu et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>8</bold>
</td>
<td valign="top" align="left">
<italic>Yr51</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">4AL</td>
<td valign="top" align="left">DArT (Marker sun104)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B166">Randhawa et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>9</bold>
</td>
<td valign="top" align="left">
<italic>YrH52</italic>
</td>
<td valign="top" align="left">
<italic>T. dicoccoides</italic>
</td>
<td valign="top" align="left">1B</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B232">Yan et&#xa0;al., 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>10</bold>
</td>
<td valign="top" align="left">
<italic>Yr53</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2B</td>
<td valign="top" align="left">RGAP/SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B229">Xu et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>11</bold>
</td>
<td valign="top" align="left">
<italic>Yr59</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">7BL</td>
<td valign="top" align="left">RGAP and SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B248">Zhou X. et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>12</bold>
</td>
<td valign="top" align="left">
<italic>Yr61</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">7AS</td>
<td valign="top" align="left">STS5467, STS5765b,</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B248">Zhou X. et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>13</bold>
</td>
<td valign="top" align="left">
<italic>Yr64</italic>
</td>
<td valign="top" align="left">
<italic>T. durum</italic>
</td>
<td valign="top" align="left">1B</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B31">Cheng et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>14</bold>
</td>
<td valign="top" align="left">
<italic>Yr65</italic>
</td>
<td valign="top" align="left">
<italic>T. durum</italic>
</td>
<td valign="top" align="left">1B</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B31">Cheng et&#xa0;al., 2014</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>15</bold>
</td>
<td valign="top" align="left">
<italic>YrSD</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">5B</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B95">Jing et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>16</bold>
</td>
<td valign="top" align="left">
<italic>YrHA</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1AL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B121">Ma et&#xa0;al., 2013</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>17</bold>
</td>
<td valign="top" align="left">
<italic>YrSN104</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1BS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B12">Asad et&#xa0;al., 2012</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>18</bold>
</td>
<td valign="top" align="left">
<italic>QYr.sicau</italic>
</td>
<td valign="top" align="left">Stripe rust of wheat</td>
<td valign="top" align="left">6B</td>
<td valign="top" align="left">SSR and KASP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B85">Hou S. et&#xa0;al., 2023</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>19</bold>
</td>
<td valign="top" align="left">
<italic>Yrpd.swust</italic>
</td>
<td valign="top" align="left">Stripe rust of wheat</td>
<td valign="top" align="left">7A</td>
<td valign="top" align="left">90K SNP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B248">Zhou et&#xa0;al., 2022</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>20</bold>
</td>
<td valign="top" align="left">
<italic>QYr.rcrrc</italic>
</td>
<td valign="top" align="left">Stripe rust of wheat</td>
<td valign="top" align="left">1B, 2A, 7D</td>
<td valign="top" align="left">SNP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B199">Tehseen et&#xa0;al., 2022</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s6">
<title>Mapped QTLs for smut diseases</title>
<p>Smut diseases are another important challenge faced by wheat crop. The pathogens causing smut diseases in wheat belong to the family <italic>Ustilaginaceae</italic> and order, <italic>Ustilaginales</italic>. Wheat is mainly infected by two smut diseases namely loose smut of wheat (<italic>Ustilago tritici</italic>) and flag smut disease (<italic>Urocystis agropyri</italic>) (<xref ref-type="bibr" rid="B162">Ram and Singh, 2004</xref>). However, loose smut is more serious than flag smut. Flag smut disease of wheat has been a serious issue leading to reduced yield. However, with the adoption of resistant cultivars and seed dressings, the prevalence has decreased (<xref ref-type="bibr" rid="B207">Toor and Bariana, 2012</xref>). A doubled haploid (DH) population was generated by crossing an Australian variety with high levels of tolerance against flag smut &#x2018;Diamondbird&#x2019; with the susceptible Chinese landrace TH3929 (<xref ref-type="bibr" rid="B145">Murray and Brennan, 2009</xref>). Diamondbird identification of chromosomal position affecting flag smut resistance was recognized using a linkage map of 386 markers. Five quantitative trait loci (QTL) with significant impacts on flag smut resistance were discovered. The QTLs exposed by Diamondbird included QFs.sun-3AL, Qfs.sun6AS, Qcs.sun1BL, Qfsun5BS, and Qqs.sun3AS. Sequences of three or more QTLs were found in DH lines with low flag smut levels (<xref ref-type="bibr" rid="B206">Toor et&#xa0;al., 2013</xref>). In a high-density genetic map, the SNPs and 426 SSRs were mapped to 16 linkage groups spanning 3008.4 cM with an average intermarker gap of 0.2 cM. The blackbird variety of Nevski was crossed with the loose smut-sensitive durum (<italic>Triticum turgidum</italic> L.) Strongfield cultivar. This study has found three significant quantitative trait loci (QTL) to produce resistance against loose smut of wheat. The major QTL on 6B was stable to produce 74% phenotypic variation against all different races. The QTL QUt.spa-6B.2 could be useful to generate resistance against multiple strains of loose smut disease (<xref ref-type="bibr" rid="B110">Kumar et&#xa0;al., 2018</xref>). Six genes for loose smut resistance (Ut1-Ut6) were detected and reported based on the information provided by (<xref ref-type="bibr" rid="B97">Kassa et&#xa0;al., 2014</xref>). In the literature, from 34 genotypes of wheat, Krivchenko and Bakhareva identified 52 genes for resistance against loose smut; there were 11 recessive genes, and the remainder were dominant (<xref ref-type="bibr" rid="B109">Krivchenko and Bakhareva, 1984</xref>). Furthermore, Ut8, Ut9, and Ut10 on chromosomes 3A, 6B and 6D were also discovered (<xref ref-type="bibr" rid="B104">Knox et&#xa0;al., 2014</xref>). In the differential line TD-14, Ut11 was found and recognized as a strong resistance gene to loose smut disease. <xref ref-type="bibr" rid="B201">Thambugala et&#xa0;al. (2020)</xref> suggested that Ut11 showed resistance to <italic>U. tritici</italic> race T2, whereas races T9 and T39 did not. QUt.mrc-5B was responsible for the semi-resistant to smut phenotype and indicated resistance to all three races; however, it was less efficient against race T2. The genes and SNP markers linked with the QUt.mrc-5B, and Ut11 QTLs could be used in spring wheat breeding programs for marker-assisted selection. Many QTLs linked to smut disease resistance are given in <xref ref-type="table" rid="T3">
<bold>Table&#xa0;3</bold>
</xref>.</p>
<table-wrap id="T3" position="float">
<label>Table&#xa0;3</label>
<caption>
<p>QTLs reported to be associated with smut disease resistance genes in wheat, their origin, chromosomal positioning and linked molecular markers.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Sr.<break/>No.</th>
<th valign="top" align="left">QTLs</th>
<th valign="top" align="left">Origin</th>
<th valign="top" align="left">Position</th>
<th valign="top" align="left">A. M. C</th>
<th valign="top" align="left">Source</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>1</bold>
</td>
<td valign="top" align="left">
<italic>Stb1</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">5BL</td>
<td valign="top" align="left">qRT&#x2010;PCR, SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B96">Karlstedt, 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>2</bold>
</td>
<td valign="top" align="left">
<italic>Stb18</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">6DS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B196">Tabib Ghaffary et&#xa0;al., 2011</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>3</bold>
</td>
<td valign="top" align="left">
<italic>StbSm3</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">3AS</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B24">Brown et&#xa0;al., 2015</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>4</bold>
</td>
<td valign="top" align="left">
<italic>StbWW</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1BS</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B163">Raman et&#xa0;al., 2009</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>5</bold>
</td>
<td valign="top" align="left">
<italic>Stb6</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">3AS</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B128">McCartney et&#xa0;al., 2003</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>6</bold>
</td>
<td valign="top" align="left">
<italic>Stb16q</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">3DL</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B61">Ghaffary et&#xa0;al., 2012</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>7</bold>
</td>
<td valign="top" align="left">
<italic>Qsng.sfr.3BS</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">3BS</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B179">Schnurbusch et&#xa0;al., 2003</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>8</bold>
</td>
<td valign="top" align="left">
<italic>Qsnb.fcu-1A</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">1A</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B1">Abeysekara et&#xa0;al., 2009</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>9</bold>
</td>
<td valign="top" align="left">
<italic>Fhb1</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">3BS, 5AS</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B42">Cuthbert et&#xa0;al., 2007</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>10</bold>
</td>
<td valign="top" align="left">
<italic>Fhb2</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">6BS</td>
<td valign="top" align="left">&#x2013;</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B42">Cuthbert et&#xa0;al., 2007</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>11</bold>
</td>
<td valign="top" align="left">
<italic>Fhb3</italic>
</td>
<td valign="top" align="left">
<italic>Leymus racemosus</italic>
</td>
<td valign="top" align="left">7AL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B67">Guo et&#xa0;al., 2015</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>12</bold>
</td>
<td valign="top" align="left">
<italic>Fhb4</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">4BL</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B67">Guo et&#xa0;al., 2015</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>13</bold>
</td>
<td valign="top" align="left">
<italic>Fhb5</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">5AS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B67">Guo et&#xa0;al., 2015</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>14</bold>
</td>
<td valign="top" align="left">
<italic>Fhb6</italic>
</td>
<td valign="top" align="left">
<italic>Elymus tsukushiensis</italic>
</td>
<td valign="top" align="left">1AS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B67">Guo et&#xa0;al., 2015</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>15</bold>
</td>
<td valign="top" align="left">
<italic>Fhb7</italic>
</td>
<td valign="top" align="left">
<italic>Thinopyrum ponticum</italic>
</td>
<td valign="top" align="left">7DS</td>
<td valign="top" align="left">SSR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B67">Guo et&#xa0;al., 2015</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s7">
<title>Mapped QTLs for wheat nematodes</title>
<p>Plant parasitic nematodes (PPNs) are significant pathogens of wheat and cause various diseases with substantial economic losses (<xref ref-type="bibr" rid="B8">Ali et&#xa0;al., 2019</xref>). Several nematode species have been reported in wheat. For instance, cereal cyst nematodes (<italic>Heterodera</italic> spp.), root lesion nematodes (<italic>Pratylenchus</italic> spp.), root knot nematodes (<italic>Meloidogyne</italic> spp.), seed gall nematodes (<italic>Anguina</italic> spp.) and ring nematode (<italic>Mesocriconema</italic> spp.) (<xref ref-type="bibr" rid="B180">Seid et&#xa0;al., 2021</xref>). These parasitic nematodes use their stylet to enter the root cortex and release important enzymes in the form of secretions causing rupture of the cell wall (<xref ref-type="bibr" rid="B7">Ali et&#xa0;al., 2017</xref>). Plants are unable to adequately absorb water and nutrients from the soil due to the establishment of feeding sites on the vasculature of plant roots, resulting in water shortage and subsequent wilting. Nematodes of wheat cultivation have been recorded in Syria, Mexico, Canada, China, Yugoslavia, Morocco, Iran, India, Turkey, Pakistan, Algeria, Bangladesh, Australia, and the United States. Nematologists in cereal research prioritize enhancing nematode resistance in wheat for higher production. This generally concerned natural breeding selection of resistant germplasm and the discovery of QTLs linked to resistance genes. To improve resistance to <italic>Heterodera avenae</italic>, (<xref ref-type="bibr" rid="B19">Barloy et&#xa0;al., 2007</xref>) found that 9 resistance genes (e.g., Cre1 and Cre8 from <italic>T. aestivum</italic>; Cre3 and Cre4 from <italic>Ae. tauschii</italic> Coss.; Cre2, Cre5 and Cre6 from <italic>Ae. ventricosa</italic> (Zhuk.); Cre7 from <italic>Ae. triuncialis</italic> L.; CreR from rye and CreV from <italic>Dasypium villosum</italic> L.) were moved into common wheat from wild taxa such <italic>Aegilops</italic> and some other <italic>Triticum</italic> spp. However, <italic>Rlnn1</italic> is the only resistance gene identified in wheat that confers resistance to root knot lesion nematodes (<xref ref-type="bibr" rid="B180">Seid et&#xa0;al., 2021</xref>). The QTLs associated with CCN resistance are found on hexaploidy wheat chromosomes 1A, 1D, 4D, 5A, 5B, 5D, 6A, 6B, 7A, and 7D (<xref ref-type="bibr" rid="B143">Mulki et&#xa0;al., 2013</xref>). Likewise, <xref ref-type="bibr" rid="B14">Baloch et&#xa0;al. (2015)</xref> analyzed and provided complete data on the transfer of these genes and their related QTLs from wild relatives to common wheat. Consequently, MAS for cereal cyst nematode resistance in wheat is now widely utilized to discover resistant genotypes in Australia (<xref ref-type="bibr" rid="B187">Smiley et&#xa0;al., 2017</xref>). The Cre2 and Cre4 genes of <italic>Aegilops</italic> spp., as well as an unknown gene from the wheat line AUS4930, offered broad-spectrum resistance against multiple <italic>Heterodera</italic> species and pathotypes. CIMMYT coordinated the establishment of these loci in wheat in several parts of the globe, including Cre1 to Cre7, with a high level of resistance to CCNs. In addition, 11 DArT markers linked to CCN resistance have been identified, which can lead to the discovery of additional resistance loci and implements that could be valuable in wheat breeding programs (<xref ref-type="bibr" rid="B43">Dababat et&#xa0;al., 2016</xref>). In Australia, a combination of pot testing and MAS has been utilized to effectively decrease CCN infestation levels and losses (<xref ref-type="bibr" rid="B151">Ogbonnaya et&#xa0;al., 2009</xref>). Several studies suggest that using resistant cultivars can inhibit nematode reproduction and densities, while a wheat cultivar tolerant to <italic>P. thornei</italic> conserves development and production (<xref ref-type="bibr" rid="B172">Robinson et&#xa0;al., 2019</xref>). The GS50a bread wheat line is the first reported source of partial resistance against P<italic>. thornei</italic> produced from a highly infested wheat field (<xref ref-type="bibr" rid="B202">Thompson et&#xa0;al., 1999</xref>). In wheat, several QTLs have been discovered, and these resistance sources could be used for breeding attempts (<xref ref-type="bibr" rid="B253">Zwart et&#xa0;al., 2010</xref>). Furthermore, (<xref ref-type="bibr" rid="B205">Toktay et&#xa0;al., 2006</xref>) discovered resistance QTLs for <italic>P. thornei</italic> on chromosomes 1B, 2B, 3B, 4D, and 6D. Many QTLs linked to nematode disease resistance are given in <xref ref-type="table" rid="T4">
<bold>Table&#xa0;4</bold>
</xref>.</p>
<table-wrap id="T4" position="float">
<label>Table&#xa0;4</label>
<caption>
<p>QTLs reported to be associated with plant parasitic nematodes resistance genes in wheat, their origin, chromosomal position and linked molecular markers.</p>
</caption>
<table frame="hsides">
<thead>
<tr>
<th valign="top" align="left">Sr.<break/>No.</th>
<th valign="top" align="left">QTLs</th>
<th valign="top" align="left">Origin</th>
<th valign="top" align="left">Position</th>
<th valign="top" align="left">A. M. C</th>
<th valign="top" align="left">Source</th>
</tr>
</thead>
<tbody>
<tr>
<td valign="top" align="left">
<bold>1</bold>
</td>
<td valign="top" align="left">
<italic>Cre1</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2BL</td>
<td valign="top" align="left">microsatellite<break/>XGWM 301</td>
<td valign="top" align="left">
<xref ref-type="bibr" rid="B19">Barloy et&#xa0;al., 2007</xref>
</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>2</bold>
</td>
<td valign="top" align="left">
<italic>Cre8</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum, Aegilops ventricosa</italic>
</td>
<td valign="top" align="left">6B</td>
<td valign="top" align="left">RFLP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B224">Williams et&#xa0;al., 2003</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>3</bold>
</td>
<td valign="top" align="left">
<italic>Cre3</italic>
</td>
<td valign="top" align="left">
<italic>Aegilops tauschii</italic>
</td>
<td valign="top" align="left">2DL</td>
<td valign="top" align="left">SSR (Xgwm301)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B6">Al-Doss et&#xa0;al., 2010</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>4</bold>
</td>
<td valign="top" align="left">
<italic>Cre4</italic>
</td>
<td valign="top" align="left">
<italic>Aegilops tauschii</italic>
</td>
<td valign="top" align="left">2DL</td>
<td valign="top" rowspan="2" align="left"/>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B50">Eastwood et&#xa0;al., 1991</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>5</bold>
</td>
<td valign="top" align="left">
<italic>Cre7</italic>
</td>
<td valign="top" align="left">
<italic>Aegilops triuncialis</italic>
</td>
<td valign="top" align="left">2BL</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B135">Montes et&#xa0;al., 2008</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>6</bold>
</td>
<td valign="top" align="left">
<italic>Cre5</italic>
</td>
<td valign="top" align="left">
<italic>Aegilops ventricosa</italic>
</td>
<td valign="top" align="left">2AS</td>
<td valign="top" align="left">Microsatellite</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B226">Williams et&#xa0;al., 2006</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>7</bold>
</td>
<td valign="top" align="left">
<italic>Cre6</italic>
</td>
<td valign="top" align="left">
<italic>Aegilops ventricosa</italic>
</td>
<td valign="top" align="left">5N</td>
<td valign="top" align="left"/>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B152">Ogbonnaya et&#xa0;al., 2001</xref>)</td>
</tr>
<tr>
<td valign="top" align="left"/>
<td valign="top" align="left">
<italic>Cre8</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum, Aegilops ventricosa</italic>
</td>
<td valign="top" align="left">6B</td>
<td valign="top" align="left">RFLP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B224">Williams et&#xa0;al., 2003</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>8</bold>
</td>
<td valign="top" align="left">
<italic>QRlnt.lrc</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">6DS</td>
<td valign="top" align="left">(AFLP)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B252">Zwart et&#xa0;al., 2005</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>9</bold>
</td>
<td valign="top" align="left">
<italic>QRlnn.lrc</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">6DS</td>
<td valign="top" align="left">(AFLP)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B252">Zwart et&#xa0;al., 2005</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>10</bold>
</td>
<td valign="top" align="left">
<italic>Cre2</italic>
</td>
<td valign="top" align="left">
<italic>Aegilops ventricosa</italic>
</td>
<td valign="top" colspan="2" align="left"/>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B46">Delibes et&#xa0;al., 1993</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>11</bold>
</td>
<td valign="top" align="left">
<italic>QRlnt.sk-2B</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2B</td>
<td valign="top" align="left">SSR and SNP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B160">Rahman et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>12</bold>
</td>
<td valign="top" align="left">
<italic>QRlnt.sk-6D</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">6D</td>
<td valign="top" align="left">SSR and SNP</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B160">Rahman et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>13</bold>
</td>
<td valign="top" align="left">
<italic>QCre-ma7D</italic>
</td>
<td valign="top" align="left">
<italic>Triticum aestivum</italic>
</td>
<td valign="top" align="left">7DL</td>
<td valign="top" align="left">KASP (SNP)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B40">Cui et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>14</bold>
</td>
<td valign="top" align="left">
<italic>QCre-ma2A</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2AS</td>
<td valign="top" align="left">KASP (SNP)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B40">Cui et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>15</bold>
</td>
<td valign="top" align="left">
<italic>QCcn-1B</italic>
</td>
<td valign="top" align="left">
<italic>F4 wheat population</italic>
</td>
<td valign="top" align="left">1BS</td>
<td valign="top" align="left">SSR (Xwmc85-1B)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B5">Al-Ateeq et&#xa0;al., 2021</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>16</bold>
</td>
<td valign="top" align="left">
<italic>TaPrx113-F</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left"/>
<td valign="top" align="left">SSR and RAPD</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B6">Al-Doss et&#xa0;al., 2010</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>17</bold>
</td>
<td valign="top" align="left">
<italic>TaPrx112-D</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">2B</td>
<td valign="top" align="left">SSR and RAPD</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B6">Al-Doss et&#xa0;al., 2010</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>18</bold>
</td>
<td valign="top" align="left">
<italic>CreY</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">3BL</td>
<td valign="top" align="left">Microsatellite<break/>(OPY16)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B43">Dababat et al., 2016</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>19</bold>
</td>
<td valign="top" align="left">
<italic>Rlnn1</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">7AL</td>
<td valign="top" align="left">AFLP (Xcdo347-7A)</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B225">Williams et&#xa0;al., 2002</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>20</bold>
</td>
<td valign="top" align="left">
<italic>CreX</italic>
</td>
<td valign="top" align="left">
<italic>Variabilis L.</italic>
</td>
<td valign="top" colspan="2" align="left"/>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B40">Cui et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>21</bold>
</td>
<td valign="top" align="left">
<italic>CreR</italic>
</td>
<td valign="top" align="left">
<italic>Secale cereale L.</italic>
</td>
<td valign="top" colspan="2" align="left"/>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B40">Cui et&#xa0;al., 2020</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>22</bold>
</td>
<td valign="top" align="left">
<italic>CreV</italic>
</td>
<td valign="top" align="left">
<italic>Dasypyrum villosum L.</italic>
</td>
<td valign="top" align="left">6VL</td>
<td valign="top" align="left">STS</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B242">Zhang et&#xa0;al., 2016</xref>)</td>
</tr>
<tr>
<td valign="top" align="left">
<bold>23</bold>
</td>
<td valign="top" align="left">
<italic>CreZ</italic>
</td>
<td valign="top" align="left">
<italic>T. aestivum</italic>
</td>
<td valign="top" align="left">EU327996</td>
<td valign="top" align="left">Real time PCR</td>
<td valign="top" align="left">(<xref ref-type="bibr" rid="B43">Dababat et al., 2016</xref>)</td>
</tr>
</tbody>
</table>
</table-wrap>
</sec>
<sec id="s8">
<title>Mapped QTLs for tan spot of wheat</title>
<p>Tan spot of wheat is a fungal disease caused by <italic>Pyrenophora tritici-repentis</italic>, which affects wheat plants and can lead to significant yield losses if left untreated. The disease is common in wheat-growing regions worldwide and can be identified by small, dark, oval-shaped lesions with tan centers on the lower leaves of the plant, which can eventually lead to large necrotic spots and yellowing of the leaves (<xref ref-type="bibr" rid="B144">Muqaddasi et&#xa0;al., 2021</xref>). The disease cycle of tan spot involves the overwintering of the pathogen in crop debris and its survival in soil for several years. In the spring, spores are produced, and infection can occur at any growth stage, favored by warm and humid conditions (<xref ref-type="bibr" rid="B89">Istifadah and McGee, 2006</xref>). Effective management of tan spot in wheat involves the integration of disease management practices but the most effective way to manage tan spot disease is to plant resistant wheat cultivars. The identification of quantitative trait loci (QTLs) associated with tan spot resistance has facilitated the development of new resistant wheat cultivars. Research has identified several QTLs associated with tan spot resistance in wheat, including chromosomes 1B, 2B, 2D, 3A, 3B, 4A, 4B, 4D, 5A, 5B, 6A, 6B, and 7D. However, the degree of resistance conferred by these QTLs varies, and breeders must carefully select which QTLs to incorporate into their breeding programs to achieve the desired level of resistance (<xref ref-type="bibr" rid="B158">Phuke et&#xa0;al., 2020</xref>). In the study, a group of wheat recombinant inbred lines were examined for their response to various tan spot disease isolates, with the lines originating from resistant and susceptible varieties. The Tsn1 locus was found to be significantly linked to the disease caused by ToxA-producing isolates, although the extent of the association differed among the isolates. Another locus on chromosome arm 7DS was identified as being specifically related to an isolate that did not produce ToxA. In addition, other QTL on 5DL and 7BS were discovered to be race-nonspecific and linked to tan spot caused by multiple isolates. These findings suggest that the wheat-tan spot patho system is more intricate than previously thought, and that race-nonspecific resistance QTL plays an important role in controlling the response to tan spot (<xref ref-type="bibr" rid="B52">Faris et&#xa0;al., 2012</xref>). Further, the study was conducted to assess the reaction of a population of recombinant inbred lines derived from a cross between Grandin and BR34 wheat varieties to different races of the tan spot pathogen. The study identified QTLs on chromosomes 1B and 3B that were significantly associated with resistance to all four races, with varying effects for each race. The 1B QTL explained 13% to 29% of the variation, and the 3B QTL explained 13% to 41%. Although minor QTLs were detected, they were not linked to resistance to all races. Surprisingly, the production of Ptr ToxA by races 1 and 2 did not contribute significantly to disease development. The race-nonspecific resistance derived from BR34 may be more important than the gene-for-gene interaction typically associated with the wheat-Ptr system (<xref ref-type="bibr" rid="B52">Faris et&#xa0;al., 2012</xref>).</p>
</sec>
<sec id="s9">
<title>Genome wide association studies for disease-resistance in wheat</title>
<p>Although bi-parental QTL mapping has been successful, it usually takes years to develop a mapping population, and gene discovery is limited to the genetic background of only two parents (<xref ref-type="bibr" rid="B36">Cockram and Mackay, 2018</xref>). The more recent techniques used to understand natural variations and associate a particular character to a particular genotype are genome-wide association studies (GWAS), also known as genome-wide association mapping (<xref ref-type="bibr" rid="B14">Baloch et&#xa0;al., 2015</xref>). The latest progress and accessibility of genotyping by sequencing (GBS) techniques in wheat, which was used to characterize a wide array of hexaploid cultivars from many parts of the world, is facilitating the use of SNPs in GWAS (<xref ref-type="bibr" rid="B141">Muhammad et&#xa0;al., 2020</xref>). Different technologies have been used for the identification of SNPs after sequencing approaches. For instance, SNP arrays, such as 90K arrays, have been used in genome-wide association studies to identify genomic regions and/or markers for several traits, such as grain asparagine contents, resistance to Hessian flies, disease resistance, grain yield and frost tolerance in wheat (<xref ref-type="bibr" rid="B142">Muhu-Din Ahmed et&#xa0;al., 2022</xref>).</p>
<p>GWAS is a useful technique to identify significant markers for characteristics in wheat (<xref ref-type="bibr" rid="B214">Verges et&#xa0;al., 2021</xref>). GWASs have been reported against the most threatening fungal diseases to wheat production, including rust, smut, and bunt diseases (<xref ref-type="bibr" rid="B66">Goutam et&#xa0;al., 2015</xref>). Leaf rust is the most common among all wheat rust which infect most wheat growing fields (<xref ref-type="bibr" rid="B212">Vanzetti et&#xa0;al., 2011</xref>). Leaf resistance (<italic>Lr</italic>) genes have been reported to be linked with a wide range of markers (<xref ref-type="bibr" rid="B87">Imbaby et&#xa0;al., 2014</xref>). GWAS also reported in fusarium head blight (FHB) (<xref ref-type="bibr" rid="B214">Verges et&#xa0;al., 2021</xref>) resistance in winter wheat lines, suggesting that GWAS is the most effective approach for FHB resistance (<xref ref-type="bibr" rid="B176">Savadi et&#xa0;al., 2018</xref>). Furthermore, there are sixteen race-specific resistance genes to common bunts from Bt1 to Bt15 that have been reported (<xref ref-type="bibr" rid="B63">Goates, 2012</xref>). Furthermore, 123 SNPs were shown to be linked with resistance on fourteen chromosomes in a genome-wide association study (<xref ref-type="bibr" rid="B138">Mourad et&#xa0;al., 2018</xref>). This GWAS and molecular markers could be useful tools for the characterization of DB resistance in bread wheat. A QTL that had been previously identified on chromosome 6DS, as well as a newly discovered locus on the same chromosome, were shown to explain 9-15% of phenotypic variation (<xref ref-type="bibr" rid="B65">Gordon et&#xa0;al., 2020</xref>).</p>
<p>GWAS could be a potential technique for identifying marker trait relationships for biotic and abiotic resistance (<xref ref-type="bibr" rid="B8">Ali et&#xa0;al., 2019</xref>). There have not been many GWAS reports in wheat of resistance to nematodes (<xref ref-type="bibr" rid="B228">W&#xfc;rschum et&#xa0;al., 2012</xref>), as only one gene, <italic>Rlnn1</italic>, came from an Australian spring wheat cultivar (<xref ref-type="bibr" rid="B225">Williams et&#xa0;al., 2002</xref>). Additionally, (<xref ref-type="bibr" rid="B43">Dababat et&#xa0;al., 2016</xref>) discovered nine significant marker trait associations (MTAs) on chromosomes 1D, 2A, 3B, 5B, and 7A related to <italic>P. thornei</italic> resistance using GWAS. Genome-wide association analyses have been routinely used to link nematode resistance or susceptibility to specific genomic areas. It is commonly known that different resistance sources against different diseases in common wheat are derived from wild wheat families by breeding strategies. These advancements were made possible by the crop plants&#x2019; genetic variety (<xref ref-type="bibr" rid="B152">Ogbonnaya et&#xa0;al., 2001</xref>). Furthermore, R genes encode surface immune receptor-like kinases (RLKs), and intracellular immune receptors include nucleotide-binding leucine-rich repeat proteins (NLRs) that can identify toxic molecules or avirulence (<italic>Avr</italic>) proteins in pathogens directly or indirectly (<xref ref-type="bibr" rid="B134">Monteiro and Nishimura, 2018</xref>). Most resistance genes (<italic>R</italic>- genes) are linked to race-specific interactions, also known as &#x201c;gene for gene&#x201d; interactions (<xref ref-type="bibr" rid="B57">Flor, 1971</xref>), which are easily broken down within the field, as pathogens can change to avoid host identification by modifying the homologous avirulence gene. The use of high-density single nucleotide polymorphism (SNP) maps in genome-wide association studies (GWAS) has proven successful in discovering many important marker traits linked to Fusarium head blight (FHB) traits (<xref ref-type="bibr" rid="B101">Khan et&#xa0;al., 2020</xref>). Different important steps of GWAS for disease resistance in wheat are shown in <xref ref-type="fig" rid="f3">
<bold>Figure&#xa0;3</bold>
</xref>.</p>
<fig id="f3" position="float">
<label>Figure&#xa0;3</label>
<caption>
<p>Genome-wide association studies demonstrating work scheme for the development of disease resistance in wheat. 1, 2: Cultivation of wheat for large scale field trials and pathogen application. 3: Phenotypic evaluation and measurement of disease resistance in wheat-pathogen reactions. 4: Whole-genome sequencing, assembly, and annotation of selected lines. 5: Alignment of reads with reference genome and identification of molecular markers i.e., SNPs. 6: Statistical data analysis and predictions of associated markers with QTLs of interest. 7, 8: Chromosomal mapping of identified QTLs and their further functional validation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1132699-g003.tif"/>
</fig>
</sec>
<sec id="s10">
<title>CRISPR/Cas-9 mechanism- a breakthrough genome editing tool for enhancing wheat resistance to diseases</title>
<p>Wheat hexaploidy (2n = 6x = 42, AABBDD genome) and gene functions make it difficult to choose a suitable phenotype through genetic advances (<xref ref-type="bibr" rid="B2">Adamski et&#xa0;al., 2020</xref>). To achieve worldwide food and environmental security, genomic approaches must be used to improve wheat yield and resistance (<xref ref-type="bibr" rid="B116">Li J. et&#xa0;al., 2021</xref>). Genome-editing techniques have transformed plant studies and have a great capacity for crop enhancement. In the agriculture sector, disease-resistant varieties in breeding programs are the most cost-effective and environmentally friendly approach to disease management (<xref ref-type="fig" rid="f4">
<bold>Figure&#xa0;4</bold>
</xref>) (<xref ref-type="bibr" rid="B33">Choudhary et&#xa0;al., 2022</xref>). As a result, increasing crop breeding policies that promote disease resistance require an awareness of plant&#x2013;pathogen interactions and crop immune mechanisms (<xref ref-type="bibr" rid="B116">Li J. et&#xa0;al., 2021</xref>). Among genome editing tools, CRISPR/Cas9 is a promising gene editing technology in crop plants because it is specialized, highly specific, a multigene editor, and highly useful (<xref ref-type="bibr" rid="B168">Rao and Wang, 2021</xref>). Compared to other gene editing methods, such as transcription activator-like effector nucleases (TALENS) (<xref ref-type="bibr" rid="B194">Sun and Zhao, 2013</xref>) and zinc finger nucleases (ZFNs) (<xref ref-type="bibr" rid="B208">Townsend et&#xa0;al., 2009</xref>), CRISPR/Cas9 is an RNA-guided apparatus enabling efficient and accurate genome editing. CRISPR (clustered regularly interspaced palindromic repeats) Cas9 (CRISPR-associated protein) is a new wave of genome editing that is quick, easy, and cheap. For a long time, it has been utilized as a bacterial immune system and has recently made a significant advancement in the field of genome editing (<xref ref-type="fig" rid="f5">
<bold>Figure&#xa0;5</bold>
</xref>) (<xref ref-type="bibr" rid="B233">Yang et&#xa0;al., 2022</xref>). In 2012, CRISPR Cas9 was first described for genome editing by American scientist Doudna and French microbiologist Emmanuelle Charpentier (<xref ref-type="bibr" rid="B37">Cohen, 2017</xref>). In addition to wheat, many other crop species have benefited from the CRISPR/Cas9-based genome editing system. For example, this system is employed in more than 20 crop species to improve production, biotic and abiotic stress management, and other features (<xref ref-type="bibr" rid="B53">Farooq et&#xa0;al., 2021</xref>). As in rice, CRISPR-mediated targeting of the OsERF922 gene has led to resistance against bacterial blight and rice blast (<xref ref-type="bibr" rid="B173">Romero and Gatica-Arias, 2019</xref>). The ARGOS8 gene in maize has been mutated to improve grain yield during drought stress (<xref ref-type="bibr" rid="B32">Chilcoat et&#xa0;al., 2017</xref>). The <italic>ALS1</italic> gene in potatoes was also targeted for resistance to herbicides (<xref ref-type="bibr" rid="B45">Danilo et&#xa0;al., 2019</xref>). Because CRISPR/Cas9 is a sequence specific nuclease, it could be used to influence plant defensive mechanisms against invading pathogens (<xref ref-type="bibr" rid="B210">Tyagi et&#xa0;al., 2021</xref>).</p>
<fig id="f4" position="float">
<label>Figure&#xa0;4</label>
<caption>
<p>Overview of the CRISPR-Cas9 genome editing system and figurative description of how it works for the development of disease resistance in wheat. <bold>(A, B)</bold> Identification and assessment of wheat germplasm susceptible to pathogens. <bold>(C)</bold> In-depth molecular analysis of the wheat genome <italic>via</italic> various genomics-transcriptomics techniques and identification of susceptible/Avr genes that favor pathogen growth on wheat plants. <bold>(D)</bold> Description of the molecular mechanism depicting how the CRISPR-Cas9 construct identifies the Avr genes scanning the wheat genome. <bold>(E)</bold> Deletion or replacement of Avr genes with resistant R genes that hinder pathogen colonization. <bold>(F)</bold> Development of healthy and resistant wheat plants for future cultivation.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1132699-g004.tif"/>
</fig>
<fig id="f5" position="float">
<label>Figure&#xa0;5</label>
<caption>
<p>Flowchart of the CRISPR Cas9 mechanism for the development of disease resistance in wheat. The recognition, cleavage, and repair phases are the main stages of the CRISPR/Cas-9-based genome editing system. The PAM sequence is present on the noncomplementary strand, and it is on the strand of DNA that contains the same DNA sequence as the target crRNA. After initial recognition at the target locus, CRISPR/Cas9 causes precise double-strand breaks in the target DNA, which is further followed by DNA repair processes.</p>
</caption>
<graphic mimetype="image" mime-subtype="tiff" xlink:href="fpls-14-1132699-g005.tif"/>
</fig>
<p>Wheat production and disease resistance have both benefited from the adoption of CRISPR/Cas9. The use of CRISPR/Cas9 technology has significantly impacted the production of wheat and improved its resistance to diseases. Additionally, CRISPR/Cas9 can be used to introduce new traits into wheat, such as improved grain quality, higher yield potential, or tolerance to abiotic stress. By combining these traits with disease resistance, the overall productivity of the crop can be increased (<xref ref-type="bibr" rid="B245">Zhang et&#xa0;al., 2021</xref>). For instance, lipoxygenase (LOX) has various roles in plant growth and development and resistance against diseases. <italic>TaLOX2</italic> knockout improves wheat shelf life by altering grain size and weight (<xref ref-type="bibr" rid="B181">Shan et&#xa0;al., 2014</xref>). The RING-type E3 ligase-encoding gene <italic>TaGW2</italic> was knocked out, resulting in longer and wider wheat grains and higher grain yields (<xref ref-type="bibr" rid="B243">Zhang et&#xa0;al., 2018</xref>). Multiplexed gene editing (MGE) based on CRISPR-Cas9 is an effective is an effective tool for modifying many genomic zones at the same time to control diverse agronomic traits. The MGE created by combining tandemly arrayed tRNA&#x2013;gRNA units resulted in genetic mutations in the wheat genes <italic>TaGW2, TaLpx-1, and TaMLO</italic> (<xref ref-type="bibr" rid="B220">Wang et&#xa0;al., 2018</xref>). The desired mutation and resistance in wheat plants altered by CRISPR/Cas9 in one of the three MLO homoalleles (<italic>TaMLO-A1</italic>) demonstrated increased resistance against <italic>Blumeria graminis</italic> f. sp. <italic>tritici</italic> infection. This finding explains the importance of <italic>TaMLO</italic> genes against powdery mildew disease once again (<xref ref-type="bibr" rid="B217">Wang et&#xa0;al., 2014</xref>). Likewise, resistance is improved to powdery mildew disease (<italic>Blumeria graminis</italic> f. sp) of wheat TaEDR1/cds area CRISPR/Cas9 (<xref ref-type="bibr" rid="B240">Zhang et&#xa0;al., 2017</xref>). Wheat dwarf virus (WDV) is an economically significant virus that is spread by insects (<xref ref-type="bibr" rid="B102">Kis et&#xa0;al., 2019</xref>). In model plants, direct use of CRISPR/Cas9 technology against <italic>geminivirus</italic> replication has been explained (<xref ref-type="bibr" rid="B239">Zaidi et&#xa0;al., 2016</xref>). WDV Guide4-Guard Lines 1, 3, and 4 showed no signs of viral infection, and neither northern blot nor PCR testing revealed the virus&#x2019;s existence. These findings suggested that these lines are completely resistant to WDV infection (<xref ref-type="bibr" rid="B102">Kis et&#xa0;al., 2019</xref>). Similarly, in the free-living nematode <italic>Caenorhabditis elegans</italic>, genome editing utilizing the CRISPR/Cas9 system has newly been recognized (<xref ref-type="bibr" rid="B153">Paix et&#xa0;al., 2017</xref>). This breakthrough would lead to the identification of numerous key genes participating in several nematode physiological systems (<xref ref-type="bibr" rid="B211">Ullah et&#xa0;al., 2020</xref>). However, the CRISPR/Cas9 process can be complex and time-consuming, especially when multiple genes are targeted. There is also a risk of off-target effects, where the CRISPR/Cas9 system may edit unintended regions of the genome.</p>
</sec>
<sec id="s11">
<title>Reprogramming of wheat genome through gene pyramiding/stacking using molecular markers</title>
<p>Gene pyramiding is an important breeding strategy in wheat breeding programs that involves the integration of multiple resistance genes into a single cultivar to enhance resistance against biotic and abiotic diseases. This strategy is particularly useful in the development of cultivars that can withstand multiple stresses, thus providing farmers with more resilient and productive crops (<xref ref-type="bibr" rid="B48">Dormatey et&#xa0;al., 2020</xref>). One suitable way to achieve functional gene pyramiding is using molecular markers. Markers are DNA sequences that can be used to identify genes associated with specific traits or to track the inheritance of these genes during breeding programs. By using markers, breeders can identify plants that have multiple resistance genes and select them for further breeding (<xref ref-type="bibr" rid="B235">Ye and Smith, 2008</xref>). Many global and key national wheat breeding programs have adopted functional gene stacking strategy using markers to develop wheat cultivars with improved resistance to multiple stresses. For example, in India, the Indian Council of Agricultural Research (ICAR) has developed wheat cultivars with resistance to multiple diseases, including rusts and powdery mildew, using functional gene pyramiding. These cultivars have been widely adopted by farmers and have contributed to increased wheat productivity and food security in the country (<xref ref-type="bibr" rid="B111">Kumaran et&#xa0;al., 2021</xref>). Similarly, the Chinese Academy of Agricultural Sciences (CAAS) has also developed wheat cultivars with multiple disease resistances using functional gene pyramiding. These cultivars have been widely adopted by farmers in China and have contributed to increased wheat yields and improved food security (<xref ref-type="bibr" rid="B113">Li et&#xa0;al., 2014</xref>). Likewise, gene pyramiding has been used to develop cereal cyst nematode resistance with multiple genes in wheat. This involved combining resistance genes from various origins, such as Cre1 located on the 2BL chromosome arm, Cre3 found on the 2DL chromosome arm, and Cre8 situated on the 6BL chromosome arm. Specific molecular markers linked through PCR were then utilized to track each gene individually (<xref ref-type="bibr" rid="B19">Barloy et&#xa0;al., 2007</xref>; <xref ref-type="bibr" rid="B151">Ogbonnaya et&#xa0;al., 2009</xref>). Overall, functional gene pyramid using markers is an effective breeding strategy for developing wheat cultivars with improved disease resistance. It has been successfully adopted by many global and key national wheat breeding programs, and it is likely to continue to play an important role in the development of resilient and productive wheat cultivars in the future.</p>
</sec>
<sec id="s12">
<title>Concluding remarks and perspectives</title>
<p>The objective of this review was to provide an overview of reported whole effective QTLs and an understanding of numerous modern molecular techniques that could be used to improve pathogen resistance in bread wheat. It is concluded that the best strategy to manage major wheat diseases is to develop modern genetic resistance, which can be achieved by identifying genes/quantitative trait loci (QTLs) and molecular markers. Overall, innovative genetic methods based on molecular marker tools are a recommended viable option for improving resistant cultivars against diseases. Wheat genomics has been revolutionized by the advancement of molecular markers such as SSLPs, RFLPs, SSRs, ISSR, AFLPs, SCAR, SNPs, and DArT within the previous two decades. Marker-assisted selection and functional genomics techniques are both efficient approaches for developing resistant germplasm. Among them, QTL mapping is the most effective approach to determine the exact position of a gene. Furthermore, one of the most widely used transgenic methods for silencing the gene expression of pathogen effector-encoding genes is RNA interference (RNAi) to improve disease resistance and different traits in crop plants (<xref ref-type="bibr" rid="B126">Majumdar et&#xa0;al., 2017</xref>). By introducing specific dsRNA sequences to confer resistance in host plants, RNAi could be used to downregulate pathogen genes involved in invasion, growth, and pathogenicity in plants. This approach is mostly used as host-induced gene silencing (HIGS) to suppress wheat pathogens, i.e., nematodes. In recent years, resistance engineering has focused on identifying and silencing genes that contribute to facilitating pathogen attack, as these factors may provide more persistent resistance than R genes (<xref ref-type="bibr" rid="B178">Schaefer et&#xa0;al., 2020</xref>). Furthermore, the nucleotide-binding site and leucine-rich repeat (NBS-LRR or NLR) proteins are encoded by the largest family of R genes (<xref ref-type="bibr" rid="B71">Gururani et&#xa0;al., 2012</xref>). Most R genes, as well as linked components, aid pathogen detection and provide resistance to a subset of pathogens, or races, that produce certain effector proteins gene-for-gene. The discovery, conservation, and effective transfer of R genes between plant species has resulted in the development of long-lasting resistance and crop protection against a variety of infections. Engineered R genes for conferring resistance to a broad variety of pathogens (<xref ref-type="bibr" rid="B94">Jiang et&#xa0;al., 2020</xref>) could be a potential method to improve disease resistance in wheat. Molecular markers provide several advantages over traditional phenotype-based alternatives, including that they are stable and detectable in all defensive statuses. A microarray-based approach throughput high molecular marker has been established for evaluating thousands of DNA samples using a co-dominant molecular marker on a glass slide.</p>
<p>They are valuable tools not only for whole-genome transcript profiling but also for the identification of genotypes and polymorphisms. The microarrays used in DNA-chip technology are microscopic arrays of nucleic acid molecules immobilized on a solid surface, typically glass, for biochemical examination. DNA technologies are favorable and powerful means for identifying taxa at different taxonomic levels, including species, subspecies, variety, and strain, because they produce consistent results regardless of tissue origin, physiological conditions, environmental factors, sample harvest, storage, and processing. With the growing demand for high-quality herbs, the requirement for DNA verification to ensure plant effectiveness will increase. The European Union (EU) has created microarrays to speed up the discovery of DNA polymorphisms in plants. According to the EU, the technique could be used to diagnose plant diseases as well as improve crop breeding. The risk of reduced genetic diversity in the wheat crop if only a small number of resistance genes are used in breeding programs.</p>
</sec>
<sec id="s13">
<title>Future scenarios and recommendations</title>
<p>Regarding the future recommendations for the above data analysis, several additional potentially helpful study directions for proper identification and early detection of wheat pathogens are important to prevent the spread of the fungus that causes major diseases in wheat. The development of disease-resistant cultivars is insufficient to save plants and feed a rising population, particularly in developing nations. Major diseases of wheat result in significant production losses, forcing researchers to generate multiple pathogen-resistant varieties of wheat. Multiple disease resistance is a vital tool against pathogens in sustainable agriculture, it is cost-effective for both farmers and the environment. Similarly, remote sensing technology could increase the depth and dependability of disease surveys conducted annually. Future tasks include acquiring more suitable markers to enhance wheat breeders&#x2019; strengths. In the literature, integrating molecular breeding works among a few national program partners is also seen as an important issue. One of the main priorities of wheat researchers is making wheat globally competitive by lowering cultivation costs and enhancing farmer profitability. On the other hand, genomic transformation will continue to be a vital tool for studying gene functions and evaluating the value of new sequences. In addition, the peptide method keeps only one functional domain to interfere with the target functions. Additionally, the mechanism of pathogen-derived resistance known as posttranscriptional gene silencing (PTGS) has been discovered. PTGS-based resistance traits are typically strong. The technique represents a potential novel concept that could be utilized for yeast two-hybrid systems to select target-specific peptides (&#x201c;aptamers&#x201d;) to modify block protein functions <italic>in vivo</italic>. Additionally, in the early days, traditional plant breeding techniques were used in the field of agriculture. However, some drawbacks are that they cannot transfer specific traits to species. Hence, new agricultural enhancement approaches can transfer genes between different species, including vegetatively reproducing plants. It is critical to uncover novel resistance genes/gene families to attain the goal of obtaining disease-resistant plants (<xref ref-type="bibr" rid="B213">Vega-Arregu&#xed;n et&#xa0;al., 2017</xref>). For the identification of novel genes, advanced approaches such as virus-induced gene silencing (VIGS), host-induced gene silencing (HIGS), and mutant screening have been widely used (<xref ref-type="bibr" rid="B177">Sawyer and Labb&#xe9;, 2021</xref>). Host-induced gene silencing (HIGS) is a transgene-based strategy with highly specific siRNA design, off-target effects, and productive technology. By altering gene expression in a precise way, these approaches can provide plant protection against a wide range of plant pathogens. Additionally, spray-induced gene silencing (SIGS) is a nontransgenic technique that uses a spray of tiny RNA molecules to regulate the target gene(s) in a highly targeted manner (<xref ref-type="bibr" rid="B198">Taning et&#xa0;al., 2020</xref>). Moreover, sequence-specific nucleases (SSNs) could be utilized to create a broad spectrum of sequence alterations for disease resistance in plant genes. Moreover, the most effective way to reduce the impact of plant diseases is to contain the pathogens at their birthplace. New plant biotechnologies can detect a wide range of uncharacterized pathogens, posing a major task for quarantine standards. The laws of plant quarantine can be administered both at the national level and at the regional level within a country. The molecular breeding of highly wanted wheat cultivars will undoubtedly benefit from the incorporation of developing novel biotechnologies.</p>
</sec>
<sec id="s14" sec-type="author-contributions">
<title>Author contributions</title>
<p>MJ wrote the manuscript and worked on figures. MA and AZ edited and reviewed the manuscript. GM-U-D worked on the tables and revised the manuscript. LGfounded,supervised, edited, reviewed and approved the final manuscript. All authors contributed to the article and approved the submitted version.</p>
</sec>
</body>
<back>
<sec id="s15" sec-type="funding-information">
<title>Funding</title>
<p>This work was supported by Xinjiang Major Science and Technology projects (Research, development and demonstration of key technologies for the green control of major pests on wheat to Li Gao), the National Natural Science Foundation of China (31761143011 and 31571965 to Li Gao), China Agriculture Research System (CARS-3), and Agricultural Science and Technology Innovation Program(CAAS-ASTIP).</p>
</sec>
<sec id="s16" 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="s17" 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>
<fn-group>
<title>Abbreviations</title>
<fn fn-type="abbr">
<p>A. M. C, Associated Marker category; DArT, Diversity array technology; SNP, Single nucleotide polymorphism; RAPD, Random amplified polymorphic DNA; RFLP, Restriction fragment length polymorphism; AFLP, amplified fragment length polymorphism; ISSR, Inter Simple Sequence Repeat markers; SSLPs, Microsatellites or simple sequence length polymorphisms; SCAR, Sequence Characterized Amplified Region; SSR, Simple sequence repeat marker; DH, Double Haploid; HIGS, Host-induced gene silencing; PTGS, posttranscriptional gene silencing; VIGS, virus-induced gene silencing; SIGS, Spray-induced gene silencing.</p>
</fn>
</fn-group>
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