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全基因组关联研究揭示了豇豆([L.] Walp.)开花时间的候选基因。

Genome-Wide Association Study Reveals Candidate Genes for Flowering Time in Cowpea ( [L.] Walp.).

作者信息

Paudel Dev, Dareus Rocheteau, Rosenwald Julia, Muñoz-Amatriaín María, Rios Esteban F

机构信息

Agronomy Department, University of Florida, Gainesville, FL, United States.

Department of Soil and Crop Sciences, Colorado State University, Fort Collins, CO, United States.

出版信息

Front Genet. 2021 Jun 16;12:667038. doi: 10.3389/fgene.2021.667038. eCollection 2021.

Abstract

Cowpea ( [L.] Walp., diploid, 2 = 22) is a major crop used as a protein source for human consumption as well as a quality feed for livestock. It is drought and heat tolerant and has been bred to develop varieties that are resilient to changing climates. Plant adaptation to new climates and their yield are strongly affected by flowering time. Therefore, understanding the genetic basis of flowering time is critical to advance cowpea breeding. The aim of this study was to perform genome-wide association studies (GWAS) to identify marker trait associations for flowering time in cowpea using single nucleotide polymorphism (SNP) markers. A total of 368 accessions from a cowpea mini-core collection were evaluated in Ft. Collins, CO in 2019 and 2020, and 292 accessions were evaluated in Citra, FL in 2018. These accessions were genotyped using the Cowpea iSelect Consortium Array that contained 51,128 SNPs. GWAS revealed seven reliable SNPs for flowering time that explained 8-12% of the phenotypic variance. Candidate genes including , , , , , , and that are associated with flowering time were identified for the significant SNP markers. Further efforts to validate these loci will help to understand their role in flowering time in cowpea, and it could facilitate the transfer of some of this knowledge to other closely related legume species.

摘要

豇豆([L.] Walp.,二倍体,2n = 22)是一种主要作物,用作人类消费的蛋白质来源以及牲畜的优质饲料。它耐旱耐热,并且已经培育出能适应气候变化的品种。植物对新气候的适应性及其产量受开花时间的强烈影响。因此,了解开花时间的遗传基础对于推进豇豆育种至关重要。本研究的目的是进行全基因组关联研究(GWAS),以使用单核苷酸多态性(SNP)标记识别豇豆开花时间的标记性状关联。2019年和2020年在科罗拉多州柯林斯堡对来自豇豆微型核心种质库的368份种质进行了评估,2018年在佛罗里达州西特拉对292份种质进行了评估。使用包含51,128个SNP的豇豆iSelect联盟阵列对这些种质进行基因分型。GWAS揭示了7个与开花时间相关的可靠SNP,解释了8-12%的表型变异。为显著的SNP标记鉴定了与开花时间相关的候选基因,包括 、 、 、 、 、 和 。进一步验证这些位点的努力将有助于了解它们在豇豆开花时间中的作用,并且可能有助于将其中一些知识转移到其他密切相关的豆科物种。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b550/8242349/3ddaa79b9669/fgene-12-667038-g001.jpg

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