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Association mapping of straighthead disorder induced by arsenic in Oryza sativa

机译:水稻中砷诱发的直头疾病的关联图谱

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Straighthead is a physiological disorder in rice (Oryza sativa L.) resulting in sterile florets, poorly developed panicles and yield loss. Because of its sporadic nature and unidentified causes for the disorder, molecular marker assisted selection is essential for resistance improvement in breeding programmes. To take advantage of recent advances in gene-mapping technology, we executed a genome-wide association mapping to identify genetic regions associated with straighthead disorder using 547 accessions of germplasm from the USDA rice core collection. Straighthead was evaluated in arsenic treated soil and genotyping was conducted with 75 molecular markers covering the entire rice genome about every 25 cM. A mixed-linear model approach combining the principal component assignments with kinship estimates proved to be particularly promising for association mapping. The extent of linkage disequilibrium was described among the markers. Six markers were found to be significantly associated with straighthead, explaining 35% of the total phenotypic variation. However, only two SSR markers, RM413 and RM277 on chromosome 5 and 12, respectively, have a significant association with low rating indicating straighthead resistance. Confirmation of the marker-straighthead association using segregating populations is necessary before marker-assisted selection can be applied.
机译:直头是水稻(Oryza sativa L.)的一种生理疾病,导致不育的小花,发育不良的穗和产量损失。由于其零星的性质和未知的疾病原因,分子标记辅助选择对于提高育种程序的抗性至关重要。为了利用基因映射技术的最新进展,我们使用了USDA水稻核心种质的547种种质,进行了全基因组关联映射,以鉴定与直头疾病相关的遗传区域。在砷处理过的土壤中评估直头型,并使用75个分子标记进行基因分型,大约每25 cM覆盖整个水稻基因组。结合主成分分配和亲属关系估计的混合线性模型方法被证明对于关联映射特别有希望。标记之间描述了连锁不平衡的程度。发现六个标记物与直头显着相关,解释了总表型变异的35%。但是,只有两个SSR标记,分别在5号和12号染色体上的RM413和RM277与低水平显着相关,表明直头抗性。在应用标记辅助选择之前,有必要使用隔离种群来确认标记-直头相关性。

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