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甜菜种质资源苗期耐旱性状的全基因组关联研究

Genome-wide association study of drought tolerance traits in sugar beet germplasms at the seedling stage.

作者信息

Li Wangsheng, Lin Ming, Li Jiajia, Liu Dali, Tan Wenbo, Yin Xilong, Zhai Yan, Zhou Yuanhang, Xing Wang

机构信息

National Beet Medium-Term Gene Bank, Heilongjiang University, Harbin, China.

Key Laboratory of Sugar Beet Genetics and Breeding, College of Advanced Agriculture and Ecological Environment, Heilongjiang University, Harbin, China.

出版信息

Front Genet. 2023 Jul 21;14:1198600. doi: 10.3389/fgene.2023.1198600. eCollection 2023.

Abstract

Sugar beets are an important crop for global sugar production. Intense drought and the increasing lack of water resources pose a great threat to sugar beet cultivation. It is a priority to investigate favourable germplasms and functional genes to improve the breeding of drought tolerant plants. Thus, in this study, 328 sugar beet germplasms were used in a genome-wide association study (GWAS) to identify single nucleotide polymorphism (SNP) markers and candidate genes associated with drought tolerance. The results showed that under drought stress (9% PEG-6000), there were 11 significantly associated loci on chromosomes 2, 3, 5, 7, and 9 from the 108946 SNPs filtered using a mixed linear model (MLM). Genome-wide association analysis combined with qRT-PCR identified 13 genes that were significantly differentially expressed in drought-tolerant extreme materials. These candidate genes mainly exhibited functions such as regulating sugar metabolism, maintaining internal environmental stability and participating in photosystem repair. This study provides valuable information for exploring the molecular mechanisms of drought tolerance and improvement in sugar beet.

摘要

甜菜是全球食糖生产的重要作物。严重干旱和水资源日益短缺对甜菜种植构成了巨大威胁。研究耐旱种质和功能基因以改善耐旱植物的育种是当务之急。因此,在本研究中,328份甜菜种质被用于全基因组关联研究(GWAS),以鉴定与耐旱性相关的单核苷酸多态性(SNP)标记和候选基因。结果表明,在干旱胁迫(9% PEG-6000)下,使用混合线性模型(MLM)从108946个SNP中筛选出,在第2、3、5、7和9号染色体上有11个显著相关位点。全基因组关联分析结合qRT-PCR鉴定出13个在耐旱极端材料中显著差异表达的基因。这些候选基因主要表现出调节糖代谢、维持内部环境稳定性和参与光系统修复等功能。本研究为探索甜菜耐旱性的分子机制和改良提供了有价值的信息。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/52da/10401439/08ce235bb6c5/fgene-14-1198600-g001.jpg

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