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Genome Wide Association Study of Karnal Bunt Resistance in a Wheat Germplasm Collection from Afghanistan

机译:阿富汗小麦种质资源中的核仁抗性的全基因组关联研究

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摘要

Karnal bunt disease of wheat, caused by the fungus Neovossia indica, is one of the most important challenges to the grain industry as it affects the grain quality and also restricts the international movement of infected grain. It is a seed-, soil- and airborne disease with limited effect of chemical control. Currently, this disease is contained through the deployment of host resistance but further improvement is limited as only a few genotypes have been found to carry partial resistance. To identify genomic regions responsible for resistance in a set of 339 wheat accessions, genome-wide association study (GWAS) was undertaken using the DArTSeq® technology, in which 18 genomic regions for Karnal bunt resistance were identified, explaining 5–20% of the phenotypic variation. The identified quantitative trait loci (QTL) on chromosome 2BL showed consistently significant effects across all four experiments, whereas another QTL on 5BL was significant in three experiments. Additional QTLs were mapped on chromosomes 1DL, 2DL, 4AL, 5AS, 6BL, 6BS, 7BS and 7DL that have not been mapped previously, and on chromosomes 4B, 5AL, 5BL and 6BS, which have been reported in previous studies. Germplasm with less than 1% Karnal bunt infection have been identified and can be used for resistance breeding. The SNP markers linked to the genomic regions conferring resistance to Karnal bunt could be used to improve Karnal bunt resistance through marker-assisted selection.
机译:由印度夜蛾真菌Neovossia indica引起的小麦Karnal bunt病是谷物工业面临的最重要挑战之一,因为它影响谷物质量并限制受感染谷物的国际运输。它是一种种子,土壤和空气传播的疾病,化学防治作用有限。目前,通过宿主抗性的部署来控制该疾病,但是由于仅发现了少数携带部分抗性的基因型,因此进一步的改善受到了限制。为了确定一组339份小麦品种的抗性基因组区域,使用DArTSeq ®技术进行了全基因组关联研究(GWAS),其中鉴定了18个Karnal bunt抗性基因组区域,解释了5-20%的表型变异。在所有四个实验中,鉴定到的2BL染色体上的数量性状基因座(QTL)始终显示出显着的效果,而在三个实验中,另一个在5BL上的QTL则具有显着性。其他QTL定位在以前未作图的1DL,2DL,4AL,5AS,6BL,6BS,7BS和7DL染色体上,以及先前研究中已报道的4B,5AL,5BL和6BS染色体上。已鉴定出Karnal bunt感染率低于1%的种质,可用于抗性育种。与赋予对Karnal bunt抗性的基因组区域相关的SNP标记可用于通过标记辅助选择来提高Karnal bunt的抗性。

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