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春小麦抗秆锈病的遗传特征分析及全基因组关联图谱绘制

Genetic characterization and genome-wide association mapping for stem rust resistance in spring bread wheat.

机构信息

Department of Microbial, Cellular and Molecular Biology, Addis Ababa University, P.O. Box 1176, Addis Ababa, Ethiopia.

Department of Biology, Debre Tabor University, P.O. Box 272, Debre Tabor, Ethiopia.

出版信息

BMC Genom Data. 2022 Feb 14;23(1):11. doi: 10.1186/s12863-022-01030-4.

Abstract

BACKGROUND

Emerging wheat stem rust races have become a major threat to global wheat production. Finding additional loci responsible for resistance to these races and incorporating them into currently cultivated varieties is the most economic and environmentally sound strategy to combat this problem. Thus, this study was aimed at characterizing the genetic diversity and identifying the genetic loci conferring resistance to the stem rust of wheat. To accomplish this, 245 elite lines introduced from the International Center for Agricultural Research in the Dry Areas (ICARDA) were evaluated under natural stem rust pressure in the field at the Debre Zeit Agricultural Research Center, Ethiopia. The single nucleotide polymorphisms (SNP) marker data was retrieved from a 15 K SNP wheat array. A mixed linear model was used to investigate the association between SNP markers and the best linear unbiased prediction (BLUP) values of the stem rust coefficient of infection (CI).

RESULTS

Phenotypic analysis revealed that 46% of the lines had a coefficient of infection (CI) in a range of 0 to 19. Genome-wide average values of 0.38, 0.20, and 0.71 were recorded for Nei's gene diversity, polymorphism information content, and major allele frequency, respectively. A total of 46 marker-trait associations (MTAs) encompassed within eleven quantitative trait loci (QTL) were detected on chromosomes 1B, 3A, 3B, 4A, 4B, and 5A for CI. Two major QTLs with -log (p) ≥ 4 (EWYP1B.1 and EWYP1B.2) were discovered on chromosome 1B.

CONCLUSIONS

This study identified several novel markers associated with stem rust resistance in wheat with the potential to facilitate durable rust resistance development through marker-assisted selection. It is recommended that the resistant wheat genotypes identified in this study be used in the national wheat breeding programs to improve stem rust resistance.

摘要

背景

新兴的小麦条锈病已成为全球小麦生产的主要威胁。寻找更多对这些品种具有抗性的基因位点,并将其整合到当前栽培品种中,是解决这一问题最经济、最环保的策略。因此,本研究旨在对小麦条锈病的遗传多样性进行特征描述,并确定赋予其抗性的遗传基因座。为了实现这一目标,在埃塞俄比亚德布雷塞特农业研究中心的田间,对来自国际干旱地区农业研究中心(ICARDA)的 245 个精英品种进行了自然条锈病压力下的评估。单核苷酸多态性(SNP)标记数据取自一个 15K SNP 小麦基因芯片。采用混合线性模型研究 SNP 标记与最佳线性无偏预测(BLUP)值之间的关联,该 BLUP 值为条锈病系数感染(CI)。

结果

表型分析表明,46%的品系感染系数(CI)在 0 到 19 之间。全基因组的 Nei 基因多样性、多态性信息含量和主要等位基因频率的平均值分别为 0.38、0.20 和 0.71。在 1B、3A、3B、4A、4B 和 5A 染色体上共检测到 46 个包含 11 个数量性状位点(QTL)的标记-性状关联(MTAs)与 CI 有关。在 1B 染色体上发现了两个 -log(p)值≥4 的主要 QTL(EWYP1B.1 和 EWYP1B.2)。

结论

本研究在小麦中发现了几个与条锈病抗性相关的新标记,这有可能通过标记辅助选择来促进持久的锈病抗性发展。建议将本研究中鉴定出的抗性小麦基因型应用于国家小麦育种计划,以提高条锈病抗性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/4749/8845374/97cc40e2a8b1/12863_2022_1030_Fig1_HTML.jpg

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