Genome wide association study and transcriptome analysis identify candidate genes regulating wheat coleoptile length.

IF 2.6 3区 农林科学 Q1 AGRONOMY Molecular Breeding Pub Date : 2024-11-13 eCollection Date: 2024-11-01 DOI:10.1007/s11032-024-01520-6
Yihan Men, Shan Lu, Ling Li, Chenran Wu, Nannan Sun, Yanju Huang, Tauqeer Ahmad Yasir, Yang Yang, Changhai Wang, Xuefei Gao, Huailong Lin, Lyudmila Zotova, Dauren Serikbay, Yangbin Liu, Yongan Yin, Chaowu Zeng, Yin-Gang Hu, Jianjiang Li, Liang Chen
{"title":"Genome wide association study and transcriptome analysis identify candidate genes regulating wheat coleoptile length.","authors":"Yihan Men, Shan Lu, Ling Li, Chenran Wu, Nannan Sun, Yanju Huang, Tauqeer Ahmad Yasir, Yang Yang, Changhai Wang, Xuefei Gao, Huailong Lin, Lyudmila Zotova, Dauren Serikbay, Yangbin Liu, Yongan Yin, Chaowu Zeng, Yin-Gang Hu, Jianjiang Li, Liang Chen","doi":"10.1007/s11032-024-01520-6","DOIUrl":null,"url":null,"abstract":"<p><p>Coleoptile length, in wheat, is a significant agronomic trait impacting yield by facilitating the successful establishment of seedlings. In arid regions, varieties possessing longer coleoptile can evade harsh conditions by deep sowing, paving the way for improved yield. However, the study of genes involved in coleoptile development is insufficient. In this study, a high-density 660 K SNP array was used for genome-wide association study (GWAS) on coleoptile length in 150 wheat varieties. The findings revealed the detection of 353 significantly associated SNPs across all environments. The integration of linkage disequilibrium analysis and haplotype analysis mined 23 core QTLs capable responsible for the stable regulating coleoptile length in wheat. In wheat varieties characterized by extended coleoptile length, 6,600, 11,524, and 6,059 genes were found to be differentially expressed at three distinct developmental stages within the coleoptile, respectively. Through GWAS, gene expression levels, and functional annotation, we concluded the identification of two candidate genes (<i>TraesCS2B02G423500</i>, <i>TraesCS2B02G449200</i>) regulating wheat coleoptile length. By employing WGCNA and protein interactions prediction, discovered that the 19 genes were found to interact with candidate genes and participate in plant hormone metabolism and signaling, cell elongation or proliferation, which collectively contributing to coleoptile elongation. Additionally, two KASP markers were developed which can be used in breeding. These results offer a basis for understanding the genetic regulatory network responsible for wheat coleoptile length formation. The QTLs and candidate genes identified in this study can be further utilized for genetic improvement of wheat coleoptile length.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s11032-024-01520-6.</p>","PeriodicalId":18769,"journal":{"name":"Molecular Breeding","volume":"44 11","pages":"78"},"PeriodicalIF":2.6000,"publicationDate":"2024-11-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11561208/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular Breeding","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1007/s11032-024-01520-6","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/11/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"AGRONOMY","Score":null,"Total":0}
引用次数: 0

Abstract

Coleoptile length, in wheat, is a significant agronomic trait impacting yield by facilitating the successful establishment of seedlings. In arid regions, varieties possessing longer coleoptile can evade harsh conditions by deep sowing, paving the way for improved yield. However, the study of genes involved in coleoptile development is insufficient. In this study, a high-density 660 K SNP array was used for genome-wide association study (GWAS) on coleoptile length in 150 wheat varieties. The findings revealed the detection of 353 significantly associated SNPs across all environments. The integration of linkage disequilibrium analysis and haplotype analysis mined 23 core QTLs capable responsible for the stable regulating coleoptile length in wheat. In wheat varieties characterized by extended coleoptile length, 6,600, 11,524, and 6,059 genes were found to be differentially expressed at three distinct developmental stages within the coleoptile, respectively. Through GWAS, gene expression levels, and functional annotation, we concluded the identification of two candidate genes (TraesCS2B02G423500, TraesCS2B02G449200) regulating wheat coleoptile length. By employing WGCNA and protein interactions prediction, discovered that the 19 genes were found to interact with candidate genes and participate in plant hormone metabolism and signaling, cell elongation or proliferation, which collectively contributing to coleoptile elongation. Additionally, two KASP markers were developed which can be used in breeding. These results offer a basis for understanding the genetic regulatory network responsible for wheat coleoptile length formation. The QTLs and candidate genes identified in this study can be further utilized for genetic improvement of wheat coleoptile length.

Supplementary information: The online version contains supplementary material available at 10.1007/s11032-024-01520-6.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
全基因组关联研究和转录组分析确定了调节小麦胚芽长度的候选基因。
小麦的茎秆长度是影响产量的一个重要农艺性状,可促进幼苗的顺利成活。在干旱地区,拥有较长小麦胚轴的品种可以通过深播躲避恶劣条件,为提高产量铺平道路。然而,对参与叶柄发育的基因的研究还很不够。本研究利用高密度 660 K SNP 阵列对 150 个小麦品种的匍匐茎长度进行了全基因组关联研究(GWAS)。研究结果表明,在所有环境中发现了 353 个显著相关的 SNPs。通过整合连锁不平衡分析和单体型分析,发现了 23 个能够稳定调控小麦腋花叶长度的核心 QTLs。研究发现,在具有伸长胚轴长度特征的小麦品种中,分别有6,600、11,524和6,059个基因在胚轴的三个不同发育阶段有差异表达。通过全球基因组分析、基因表达水平和功能注释,我们确定了两个调控小麦胚穗长度的候选基因(TraesCS2B02G423500 和 TraesCS2B02G449200)。通过使用 WGCNA 和蛋白质相互作用预测,发现 19 个基因与候选基因相互作用,参与植物激素代谢和信号转导、细胞伸长或增殖,共同促进小麦胚穗伸长。此外,研究人员还发现了两个可用于育种的 KASP 标记。这些结果为了解小麦胚轴长度形成的遗传调控网络提供了基础。本研究发现的 QTLs 和候选基因可进一步用于小麦胚轴长度的遗传改良:在线版本包含补充材料,见 10.1007/s11032-024-01520-6。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
Molecular Breeding
Molecular Breeding 农林科学-农艺学
CiteScore
5.60
自引率
6.50%
发文量
67
审稿时长
1.5 months
期刊介绍: Molecular Breeding is an international journal publishing papers on applications of plant molecular biology, i.e., research most likely leading to practical applications. The practical applications might relate to the Developing as well as the industrialised World and have demonstrable benefits for the seed industry, farmers, processing industry, the environment and the consumer. All papers published should contribute to the understanding and progress of modern plant breeding, encompassing the scientific disciplines of molecular biology, biochemistry, genetics, physiology, pathology, plant breeding, and ecology among others. Molecular Breeding welcomes the following categories of papers: full papers, short communications, papers describing novel methods and review papers. All submission will be subject to peer review ensuring the highest possible scientific quality standards. Molecular Breeding core areas: Molecular Breeding will consider manuscripts describing contemporary methods of molecular genetics and genomic analysis, structural and functional genomics in crops, proteomics and metabolic profiling, abiotic stress and field evaluation of transgenic crops containing particular traits. Manuscripts on marker assisted breeding are also of major interest, in particular novel approaches and new results of marker assisted breeding, QTL cloning, integration of conventional and marker assisted breeding, and QTL studies in crop plants.
期刊最新文献
Genome-Wide Association Study on Cowpea seed coat color using RGB images. Map-based cloning and characterization of yg-2, a gene conferring yellow-green leaf in tomato (Solanum lycopersicum). Mapping of dwarfing gene and identification of mutant allele on plant height in wheat. Genome wide association study and transcriptome analysis identify candidate genes regulating wheat coleoptile length. Recent progress in the understanding of Citrus Huanglongbing: from the perspective of pathogen and citrus host.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1