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小麦淀粉品质性状的全基因组关联研究及KASP标记开发

Genome-wide association study and KASP marker development for starch quality traits in wheat.

作者信息

Tian Yousheng, Liu Pengpeng, Zhang Xin, Liu Yichen, Kong Dezhen, Nie Yingbin, Xu Hongjun, Han Xinnian, Sang Wei, Li Weihua

机构信息

Department of Administrative Management, Xinjiang Academy of Agriculture and Reclamation Sciences, Shihezi, China.

Institute of Crop Science, Xinjiang Academy of Agriculture and Reclamation Sciences, Shihezi, China.

出版信息

Plant Genome. 2024 Dec;17(4):e20514. doi: 10.1002/tpg2.20514. Epub 2024 Sep 29.

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.

摘要

淀粉是小麦(Triticum aestivum L.)面粉的主要成分,其品质直接影响最终产品的加工品质。为探究淀粉的遗传基础,本研究评估了2019 - 2020年和2020 - 2021年在额敏和奇台种植的341个冬小麦品种/品系的淀粉品质性状。利用混合线性模型,对从小麦40K育种芯片获得的基因型数据进行全基因组关联研究。小麦淀粉品质性状的变异系数在1.43%至23.66%之间,广义遗传力在0.37至0.87之间。除T外,所有性状均呈近似正态分布。淀粉品质性状之间存在高度显著的相关性,其中最终粘度(FV)与低谷粘度(TV)之间的相关性最强(r = 0.748),其次是峰值粘度与衰减值(BD)(r = 0.679)。鉴定出34个与淀粉品质性状显著且稳定关联的单核苷酸多态性标记,分布在31个基因座上。其中包括1个与TV相关的基因座、6个与BD相关的基因座、3个与FV相关的基因座、2个与峰值时间(PT)相关的基因座、12个与T相关的基因座、5个与降落数值相关的基因座以及2个与破损淀粉相关的基因座。在5A染色体596 Mb区域鉴定出一个与PT相关的410 kb的基因块,不同单倍型之间在此处观察到显著的表型差异。在7B染色体上开发了1个针对T的竞争性等位基因特异性PCR(KASP)标记,在7A染色体上开发了2个针对BD的KASP标记。在7A染色体上鉴定出4个可能在籽粒发育过程中影响BD的候选基因,包括TraesCS7A02G225100.1、TraesCS7A02G225900.1、TraesCS7A02G226400.1和TraesCS7A02G257100.1。这些结果对于在育种中利用标记辅助选择来改善小麦淀粉品质具有重要意义。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/c44e/11628900/7de377ecb1e7/TPG2-17-e20514-g003.jpg

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