{"title":"Genetic linkage map construction and QTL mapping for panicle-related traits in foxtail millet (<i>Setaria Italica</i> (L.) P. Beauv.).","authors":"Huan Li, Qianxue Zhu, Tianguo Wang, Yuqin Zhao, Jiahui Fan, Lejie Yang, Shiyuan Wang, Yixuan Ma, Lu Chen, Xiaorui Li, Shuqi Dong, Xiaoqian Chu, Xiangyang Yuan, Jiagang Wang, Lulu Gao, Guanghui Yang","doi":"10.1007/s11032-025-01594-w","DOIUrl":null,"url":null,"abstract":"<p><p>Panicle-related traits are important factors affecting the final yield of foxtail millet, and it is imperative to detect their underlying genetic basis. In this study, we constructed a genetic linkage map using the F<sub>2</sub> population crossed by Changsheng07 and Donggu218, two foxtail millet lines with significant differences in panicle-related traits. The genetic linkage map included 159 SSR markers and 37 Indel markers, covering 1545.5 cM, with average distance of 7.89 cM between adjacent markers. Quantitative trait loci (QTL) mapping was conducted by combining the genetic linkage map and the phenotypic data of nine panicle-related traits in F<sub>2:3</sub> families, and a total of 22 QTL were identified, with phenotypic variation explained (PVE) of 0.06-50.14%. Among them, the increased effect alleles of 16 QTL were derived from the parent Changsheng07, and seven QTL (<i>qMPL3.1</i>, <i>qMPL5</i>, <i>qMPW2</i>, <i>qSD5</i>, <i>qTGW5.1</i>, <i>qTGW5.2</i> and <i>qGL5</i>) were major QTL, which explained the phenotypic variation of 11.41%, 12.78%, 13.75%, 34.81%, 50.14%, 40.28% and 11.32%, respectively. Moreover, 13 of 22 QTL formed four QTL clusters. These results will lay a foundation for the cloning and functional analysis of candidate genes involved in panicle development, and provide a theoretical basis for breeding high yield varieties through molecular marker-assisted selection in foxtail millet.</p><p><strong>Supplementary information: </strong>The online version contains supplementary material available at 10.1007/s11032-025-01594-w.</p>","PeriodicalId":18769,"journal":{"name":"Molecular Breeding","volume":"45 9","pages":"72"},"PeriodicalIF":3.0000,"publicationDate":"2025-09-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12420560/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Molecular Breeding","FirstCategoryId":"97","ListUrlMain":"https://doi.org/10.1007/s11032-025-01594-w","RegionNum":3,"RegionCategory":"农林科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2025/9/1 0:00:00","PubModel":"eCollection","JCR":"Q1","JCRName":"AGRONOMY","Score":null,"Total":0}
引用次数: 0
Abstract
Panicle-related traits are important factors affecting the final yield of foxtail millet, and it is imperative to detect their underlying genetic basis. In this study, we constructed a genetic linkage map using the F2 population crossed by Changsheng07 and Donggu218, two foxtail millet lines with significant differences in panicle-related traits. The genetic linkage map included 159 SSR markers and 37 Indel markers, covering 1545.5 cM, with average distance of 7.89 cM between adjacent markers. Quantitative trait loci (QTL) mapping was conducted by combining the genetic linkage map and the phenotypic data of nine panicle-related traits in F2:3 families, and a total of 22 QTL were identified, with phenotypic variation explained (PVE) of 0.06-50.14%. Among them, the increased effect alleles of 16 QTL were derived from the parent Changsheng07, and seven QTL (qMPL3.1, qMPL5, qMPW2, qSD5, qTGW5.1, qTGW5.2 and qGL5) were major QTL, which explained the phenotypic variation of 11.41%, 12.78%, 13.75%, 34.81%, 50.14%, 40.28% and 11.32%, respectively. Moreover, 13 of 22 QTL formed four QTL clusters. These results will lay a foundation for the cloning and functional analysis of candidate genes involved in panicle development, and provide a theoretical basis for breeding high yield varieties through molecular marker-assisted selection in foxtail millet.
Supplementary information: The online version contains supplementary material available at 10.1007/s11032-025-01594-w.
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.