Genome‐wide association study and KASP marker development for starch quality traits in wheat
Starch is the main component of wheat (Triticum aestivum L.) flour, and its quality directly affects the processing quality of the final product. To investigate the genetic basis of starch, this study assessed the starch quality traits of 341 winter wheat varieties/lines grown in Emin and Qitai duri...
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description | Starch is the main component of wheat (Triticum aestivum L.) flour, and its quality directly affects the processing quality of the final product. To investigate the genetic basis of starch, this study assessed the starch quality traits of 341 winter wheat varieties/lines grown in Emin and Qitai during the years 2019–2020 and 2020–2021. A genome‐wide association study was conducted with the genotype data obtained from wheat 40K breeding chips using the mixed linear model. Wheat starch quality traits exhibited coefficients of variation ranging from 1.43% to 23.66% and broad‐sense heritabilities between 0.37 and 0.87. All traits followed an approximately normal distribution, except for T. There were highly significant correlations among starch quality traits, with the strongest correlation observed between final viscosity (FV) and trough viscosity (TV) (r = 0.748), followed by peak viscosity and breakdown (BD) (r = 0.679). Thirty‐four single‐nucleotide polymorphism markers significantly and stably associated with starch quality traits were identified, clustering in 31 genetic loci. These included one locus for TV, six loci for BD, three loci for FV, two loci for peak time (PT), 12 loci for T, five loci for falling number, and two loci for damaged starch. One PT‐related block of 410 kb was identified in the region of 596 Mb on chromosome 5A, where significant phenotypic differences were observed between different haplotypes. One Kompetitive allele‐specific PCR (KASP) marker for T was developed on chromosome 7B, and two KASP markers for BD were developed on chromosome 7A. Four candidate genes possibly affecting BD during grain development were identified on chromosome 7A, including TraesCS7A02G225100.1, TraesCS7A02G225900.1, TraesCS7A02G226400.1, and TraesCS7A02G257100.1. The results have significant implications for utilizing marker‐assisted selection in breeding to improve wheat starch quality.
Core Ideas
Thirty‐four single‐nucleotide polymorphism markers significantly and stably associated with starch quality traits were identified.
One KASP marker for pasting temperature and two KASP markers for breakdown were developed to validate the accuracy of genome‐wide association study results.
Quantitative real‐time polymerase chain reaction was used to analyze the expression of candidate genes in seeds of two extreme starch quality materials.
Plain Language Summary
The starch quality traits influence food processing quality. Assessing starch quality traits during |
doi_str_mv | 10.1002/tpg2.20514 |
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Core Ideas
Thirty‐four single‐nucleotide polymorphism markers significantly and stably associated with starch quality traits were identified.
One KASP marker for pasting temperature and two KASP markers for breakdown were developed to validate the accuracy of genome‐wide association study results.
Quantitative real‐time polymerase chain reaction was used to analyze the expression of candidate genes in seeds of two extreme starch quality materials.
Plain Language Summary
The starch quality traits influence food processing quality. Assessing starch quality traits during the breeding process is effective in estimating the final taste and cooking quality of wheat. However, starch quality trait tests are resource‐intensive and nearly impossible in the early generations of the breeding process. Marker‐assisted selection (MAS) may offer advantages in selecting starch quality traits. Therefore, identifying the genetic basis of starch quality traits and converting them to KASP markers is of great significance for utilizing MAS breeding to enhance wheat starch quality.</description><identifier>ISSN: 1940-3372</identifier><identifier>EISSN: 1940-3372</identifier><identifier>DOI: 10.1002/tpg2.20514</identifier><identifier>PMID: 39344040</identifier><language>eng</language><publisher>United States: John Wiley & Sons, Inc</publisher><subject>Chromosome 7 ; Chromosomes ; Enzymes ; Flour ; Gene loci ; Gene polymorphism ; Genetic Markers ; Genome-wide association studies ; Genome-Wide Association Study ; Genomes ; Genomics ; Genotype & phenotype ; Grain ; Haplotypes ; Original ; Phenotype ; Plant Breeding ; Polymorphism ; Polymorphism, Single Nucleotide ; Quantitative Trait Loci ; Software ; Starch ; Triticum - genetics ; Triticum aestivum ; Viscosity ; Wheat</subject><ispartof>The plant genome, 2024-09, Vol.17 (4), p.e20514-n/a</ispartof><rights>2024 The Author(s). published by Wiley Periodicals LLC on behalf of Crop Science Society of America.</rights><rights>2024 The Author(s). The Plant Genome published by Wiley Periodicals LLC on behalf of Crop Science Society of America.</rights><rights>2024. This work is published under http://creativecommons.org/licenses/by/4.0/ (the "License"). Notwithstanding the ProQuest Terms and Conditions, you may use this content in accordance with the terms of the License.</rights><lds50>peer_reviewed</lds50><oa>free_for_read</oa><woscitedreferencessubscribed>false</woscitedreferencessubscribed><cites>FETCH-LOGICAL-c3384-23f52f371ba7bac8c387db2f150e4e81e4006a177ade5acd9abea2175f56e01f3</cites><orcidid>0009-0004-3532-0941</orcidid></display><links><openurl>$$Topenurl_article</openurl><openurlfulltext>$$Topenurlfull_article</openurlfulltext><thumbnail>$$Tsyndetics_thumb_exl</thumbnail><linktopdf>$$Uhttps://onlinelibrary.wiley.com/doi/pdf/10.1002%2Ftpg2.20514$$EPDF$$P50$$Gwiley$$Hfree_for_read</linktopdf><linktohtml>$$Uhttps://onlinelibrary.wiley.com/doi/full/10.1002%2Ftpg2.20514$$EHTML$$P50$$Gwiley$$Hfree_for_read</linktohtml><link.rule.ids>230,315,781,785,865,886,1418,11567,27929,27930,45579,45580,46057,46481</link.rule.ids><backlink>$$Uhttps://www.ncbi.nlm.nih.gov/pubmed/39344040$$D View this record in MEDLINE/PubMed$$Hfree_for_read</backlink></links><search><creatorcontrib>Tian, Yousheng</creatorcontrib><creatorcontrib>Liu, Pengpeng</creatorcontrib><creatorcontrib>Zhang, Xin</creatorcontrib><creatorcontrib>Liu, Yichen</creatorcontrib><creatorcontrib>Kong, Dezhen</creatorcontrib><creatorcontrib>Nie, Yingbin</creatorcontrib><creatorcontrib>Xu, Hongjun</creatorcontrib><creatorcontrib>Han, Xinnian</creatorcontrib><creatorcontrib>Sang, Wei</creatorcontrib><creatorcontrib>Li, Weihua</creatorcontrib><title>Genome‐wide association study and KASP marker development for starch quality traits in wheat</title><title>The plant genome</title><addtitle>Plant Genome</addtitle><description>Starch is the main component of wheat (Triticum aestivum L.) flour, and its quality directly affects the processing quality of the final product. To investigate the genetic basis of starch, this study assessed the starch quality traits of 341 winter wheat varieties/lines grown in Emin and Qitai during the years 2019–2020 and 2020–2021. A genome‐wide association study was conducted with the genotype data obtained from wheat 40K breeding chips using the mixed linear model. Wheat starch quality traits exhibited coefficients of variation ranging from 1.43% to 23.66% and broad‐sense heritabilities between 0.37 and 0.87. All traits followed an approximately normal distribution, except for T. There were highly significant correlations among starch quality traits, with the strongest correlation observed between final viscosity (FV) and trough viscosity (TV) (r = 0.748), followed by peak viscosity and breakdown (BD) (r = 0.679). Thirty‐four single‐nucleotide polymorphism markers significantly and stably associated with starch quality traits were identified, clustering in 31 genetic loci. These included one locus for TV, six loci for BD, three loci for FV, two loci for peak time (PT), 12 loci for T, five loci for falling number, and two loci for damaged starch. One PT‐related block of 410 kb was identified in the region of 596 Mb on chromosome 5A, where significant phenotypic differences were observed between different haplotypes. One Kompetitive allele‐specific PCR (KASP) marker for T was developed on chromosome 7B, and two KASP markers for BD were developed on chromosome 7A. Four candidate genes possibly affecting BD during grain development were identified on chromosome 7A, including TraesCS7A02G225100.1, TraesCS7A02G225900.1, TraesCS7A02G226400.1, and TraesCS7A02G257100.1. The results have significant implications for utilizing marker‐assisted selection in breeding to improve wheat starch quality.
Core Ideas
Thirty‐four single‐nucleotide polymorphism markers significantly and stably associated with starch quality traits were identified.
One KASP marker for pasting temperature and two KASP markers for breakdown were developed to validate the accuracy of genome‐wide association study results.
Quantitative real‐time polymerase chain reaction was used to analyze the expression of candidate genes in seeds of two extreme starch quality materials.
Plain Language Summary
The starch quality traits influence food processing quality. Assessing starch quality traits during the breeding process is effective in estimating the final taste and cooking quality of wheat. However, starch quality trait tests are resource‐intensive and nearly impossible in the early generations of the breeding process. Marker‐assisted selection (MAS) may offer advantages in selecting starch quality traits. Therefore, identifying the genetic basis of starch quality traits and converting them to KASP markers is of great significance for utilizing MAS breeding to enhance wheat starch quality.</description><subject>Chromosome 7</subject><subject>Chromosomes</subject><subject>Enzymes</subject><subject>Flour</subject><subject>Gene loci</subject><subject>Gene polymorphism</subject><subject>Genetic Markers</subject><subject>Genome-wide association studies</subject><subject>Genome-Wide Association Study</subject><subject>Genomes</subject><subject>Genomics</subject><subject>Genotype & phenotype</subject><subject>Grain</subject><subject>Haplotypes</subject><subject>Original</subject><subject>Phenotype</subject><subject>Plant Breeding</subject><subject>Polymorphism</subject><subject>Polymorphism, Single Nucleotide</subject><subject>Quantitative Trait Loci</subject><subject>Software</subject><subject>Starch</subject><subject>Triticum - genetics</subject><subject>Triticum aestivum</subject><subject>Viscosity</subject><subject>Wheat</subject><issn>1940-3372</issn><issn>1940-3372</issn><fulltext>true</fulltext><rsrctype>article</rsrctype><creationdate>2024</creationdate><recordtype>article</recordtype><sourceid>24P</sourceid><sourceid>WIN</sourceid><sourceid>EIF</sourceid><sourceid>ABUWG</sourceid><sourceid>AFKRA</sourceid><sourceid>AZQEC</sourceid><sourceid>BENPR</sourceid><sourceid>CCPQU</sourceid><sourceid>DWQXO</sourceid><sourceid>GNUQQ</sourceid><recordid>eNp90d9qFDEUBvAgiq3VGx9AAt4UYevJn9mZuZJSdBULFqy3hjOZM93Umck2yXTZuz5Cn9EnMevWUr3wKoH8-PjCx9hLAUcCQL5Nqwt5JKEQ-hHbF7WGmVKlfPzgvseexXgJUJR1pZ-yPVUrrUHDPvu-oNEP9PPmdu1a4hijtw6T8yOPaWo3HMeWfz7-esYHDD8o8JauqfergcbEOx-ywmCX_GrC3qUNTwFdityNfL0kTM_Zkw77SC_uzgP27cP785OPs9Mvi08nx6czq1SlZ1J1hexUKRosG7SVVVXZNrITBZCmSpAGmKMoS2ypQNvW2BBKURZdMScQnTpg73a5q6kZqLW5XcDerILLtTfGozN_v4xuaS78tRFiLqsaICcc3iUEfzVRTGZw0VLf40h-ikYJISQoKLf09T_00k9hzP_LSktVVQA6qzc7ZYOPMVB330aA2e5mtruZ37tl_Oph_3v6Z6gMxA6sXU-b_0SZ87OF3IX-AtJ2pLI</recordid><startdate>20240929</startdate><enddate>20240929</enddate><creator>Tian, Yousheng</creator><creator>Liu, Pengpeng</creator><creator>Zhang, Xin</creator><creator>Liu, Yichen</creator><creator>Kong, Dezhen</creator><creator>Nie, Yingbin</creator><creator>Xu, Hongjun</creator><creator>Han, Xinnian</creator><creator>Sang, Wei</creator><creator>Li, Weihua</creator><general>John Wiley & Sons, Inc</general><general>John Wiley and Sons Inc</general><scope>24P</scope><scope>WIN</scope><scope>CGR</scope><scope>CUY</scope><scope>CVF</scope><scope>ECM</scope><scope>EIF</scope><scope>NPM</scope><scope>AAYXX</scope><scope>CITATION</scope><scope>8FE</scope><scope>8FH</scope><scope>ABUWG</scope><scope>AFKRA</scope><scope>AZQEC</scope><scope>BBNVY</scope><scope>BENPR</scope><scope>BHPHI</scope><scope>CCPQU</scope><scope>DWQXO</scope><scope>GNUQQ</scope><scope>HCIFZ</scope><scope>LK8</scope><scope>M7P</scope><scope>PIMPY</scope><scope>PQEST</scope><scope>PQQKQ</scope><scope>PQUKI</scope><scope>7X8</scope><scope>5PM</scope><orcidid>https://orcid.org/0009-0004-3532-0941</orcidid></search><sort><creationdate>20240929</creationdate><title>Genome‐wide association study and KASP marker development for starch quality traits in wheat</title><author>Tian, Yousheng ; Liu, Pengpeng ; Zhang, Xin ; Liu, Yichen ; Kong, Dezhen ; Nie, Yingbin ; Xu, Hongjun ; Han, Xinnian ; Sang, Wei ; Li, Weihua</author></sort><facets><frbrtype>5</frbrtype><frbrgroupid>cdi_FETCH-LOGICAL-c3384-23f52f371ba7bac8c387db2f150e4e81e4006a177ade5acd9abea2175f56e01f3</frbrgroupid><rsrctype>articles</rsrctype><prefilter>articles</prefilter><language>eng</language><creationdate>2024</creationdate><topic>Chromosome 7</topic><topic>Chromosomes</topic><topic>Enzymes</topic><topic>Flour</topic><topic>Gene loci</topic><topic>Gene polymorphism</topic><topic>Genetic Markers</topic><topic>Genome-wide association studies</topic><topic>Genome-Wide Association Study</topic><topic>Genomes</topic><topic>Genomics</topic><topic>Genotype & phenotype</topic><topic>Grain</topic><topic>Haplotypes</topic><topic>Original</topic><topic>Phenotype</topic><topic>Plant Breeding</topic><topic>Polymorphism</topic><topic>Polymorphism, Single Nucleotide</topic><topic>Quantitative Trait Loci</topic><topic>Software</topic><topic>Starch</topic><topic>Triticum - genetics</topic><topic>Triticum aestivum</topic><topic>Viscosity</topic><topic>Wheat</topic><toplevel>peer_reviewed</toplevel><toplevel>online_resources</toplevel><creatorcontrib>Tian, Yousheng</creatorcontrib><creatorcontrib>Liu, Pengpeng</creatorcontrib><creatorcontrib>Zhang, Xin</creatorcontrib><creatorcontrib>Liu, Yichen</creatorcontrib><creatorcontrib>Kong, Dezhen</creatorcontrib><creatorcontrib>Nie, Yingbin</creatorcontrib><creatorcontrib>Xu, Hongjun</creatorcontrib><creatorcontrib>Han, Xinnian</creatorcontrib><creatorcontrib>Sang, Wei</creatorcontrib><creatorcontrib>Li, Weihua</creatorcontrib><collection>Wiley Online Library (Open Access Collection)</collection><collection>Wiley Online Library (Open Access Collection)</collection><collection>Medline</collection><collection>MEDLINE</collection><collection>MEDLINE (Ovid)</collection><collection>MEDLINE</collection><collection>MEDLINE</collection><collection>PubMed</collection><collection>CrossRef</collection><collection>ProQuest SciTech Collection</collection><collection>ProQuest Natural Science Collection</collection><collection>ProQuest Central (Alumni Edition)</collection><collection>ProQuest Central UK/Ireland</collection><collection>ProQuest Central Essentials</collection><collection>Biological Science Collection</collection><collection>ProQuest Central</collection><collection>Natural Science Collection</collection><collection>ProQuest One Community College</collection><collection>ProQuest Central Korea</collection><collection>ProQuest Central Student</collection><collection>SciTech Premium Collection</collection><collection>ProQuest Biological Science Collection</collection><collection>Biological Science Database</collection><collection>Access via ProQuest (Open Access)</collection><collection>ProQuest One Academic Eastern Edition (DO NOT USE)</collection><collection>ProQuest One Academic</collection><collection>ProQuest One Academic UKI Edition</collection><collection>MEDLINE - Academic</collection><collection>PubMed Central (Full Participant titles)</collection><jtitle>The plant genome</jtitle></facets><delivery><delcategory>Remote Search Resource</delcategory><fulltext>fulltext</fulltext></delivery><addata><au>Tian, Yousheng</au><au>Liu, Pengpeng</au><au>Zhang, Xin</au><au>Liu, Yichen</au><au>Kong, Dezhen</au><au>Nie, Yingbin</au><au>Xu, Hongjun</au><au>Han, Xinnian</au><au>Sang, Wei</au><au>Li, Weihua</au><format>journal</format><genre>article</genre><ristype>JOUR</ristype><atitle>Genome‐wide association study and KASP marker development for starch quality traits in wheat</atitle><jtitle>The plant genome</jtitle><addtitle>Plant Genome</addtitle><date>2024-09-29</date><risdate>2024</risdate><volume>17</volume><issue>4</issue><spage>e20514</spage><epage>n/a</epage><pages>e20514-n/a</pages><issn>1940-3372</issn><eissn>1940-3372</eissn><abstract>Starch is the main component of wheat (Triticum aestivum L.) flour, and its quality directly affects the processing quality of the final product. To investigate the genetic basis of starch, this study assessed the starch quality traits of 341 winter wheat varieties/lines grown in Emin and Qitai during the years 2019–2020 and 2020–2021. A genome‐wide association study was conducted with the genotype data obtained from wheat 40K breeding chips using the mixed linear model. Wheat starch quality traits exhibited coefficients of variation ranging from 1.43% to 23.66% and broad‐sense heritabilities between 0.37 and 0.87. All traits followed an approximately normal distribution, except for T. There were highly significant correlations among starch quality traits, with the strongest correlation observed between final viscosity (FV) and trough viscosity (TV) (r = 0.748), followed by peak viscosity and breakdown (BD) (r = 0.679). Thirty‐four single‐nucleotide polymorphism markers significantly and stably associated with starch quality traits were identified, clustering in 31 genetic loci. These included one locus for TV, six loci for BD, three loci for FV, two loci for peak time (PT), 12 loci for T, five loci for falling number, and two loci for damaged starch. One PT‐related block of 410 kb was identified in the region of 596 Mb on chromosome 5A, where significant phenotypic differences were observed between different haplotypes. One Kompetitive allele‐specific PCR (KASP) marker for T was developed on chromosome 7B, and two KASP markers for BD were developed on chromosome 7A. Four candidate genes possibly affecting BD during grain development were identified on chromosome 7A, including TraesCS7A02G225100.1, TraesCS7A02G225900.1, TraesCS7A02G226400.1, and TraesCS7A02G257100.1. The results have significant implications for utilizing marker‐assisted selection in breeding to improve wheat starch quality.
Core Ideas
Thirty‐four single‐nucleotide polymorphism markers significantly and stably associated with starch quality traits were identified.
One KASP marker for pasting temperature and two KASP markers for breakdown were developed to validate the accuracy of genome‐wide association study results.
Quantitative real‐time polymerase chain reaction was used to analyze the expression of candidate genes in seeds of two extreme starch quality materials.
Plain Language Summary
The starch quality traits influence food processing quality. Assessing starch quality traits during the breeding process is effective in estimating the final taste and cooking quality of wheat. However, starch quality trait tests are resource‐intensive and nearly impossible in the early generations of the breeding process. Marker‐assisted selection (MAS) may offer advantages in selecting starch quality traits. Therefore, identifying the genetic basis of starch quality traits and converting them to KASP markers is of great significance for utilizing MAS breeding to enhance wheat starch quality.</abstract><cop>United States</cop><pub>John Wiley & Sons, Inc</pub><pmid>39344040</pmid><doi>10.1002/tpg2.20514</doi><tpages>16</tpages><orcidid>https://orcid.org/0009-0004-3532-0941</orcidid><oa>free_for_read</oa></addata></record> |
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subjects | Chromosome 7 Chromosomes Enzymes Flour Gene loci Gene polymorphism Genetic Markers Genome-wide association studies Genome-Wide Association Study Genomes Genomics Genotype & phenotype Grain Haplotypes Original Phenotype Plant Breeding Polymorphism Polymorphism, Single Nucleotide Quantitative Trait Loci Software Starch Triticum - genetics Triticum aestivum Viscosity Wheat |
title | Genome‐wide association study and KASP marker development for starch quality traits in wheat |
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