马铃薯耐旱性相关性状 SNPs 标记的关联研究

Andrade-Díaz, Danita
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摘要

马铃薯(Solanum tuberosum L.)是世界第三大重要粮食作物,其产量一直受到干旱的威胁。在这项研究中,对 56 个 andigena 组和 59 个 phureja 组中的 115 个马铃薯基因型进行了评估,以观察可能与耐旱性有关的生理性状的遗传变异。对耐旱和易受干旱胁迫的基因型的 11 种属性进行了评估。在两种土壤湿度条件下,共使用 968 个 SNP 型分子标记对材料的基因型变异进行了评估。使用 GWASpoly 程序进行了关联分析,以确定不同倍性水平的基因型之间可能存在的等位基因相互作用。使用种群结构和亲本矩阵作为固定辅助因子对分析进行了校正。在开花天数、相对含水量、块茎数量和植株高度等性状方面,显著的SNP与不同水分条件下的表型特征相关。MYC 型转录因子与植株高度、每株块茎数量和植株水分平衡有关,表明这些调控蛋白具有多功能性。而 HOS1 基因可能与花期缩短有关。这些结果将成为今后验证标记研究的起点,以便将其用于马铃薯干旱胁迫育种计划。
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Association Study of SNPs Markers to Traits Linked to Drought Stress Tolerance in Potato
Potato (Solanum tuberosum L.) is the third most important food crop in the world and its production is constantly threatened by periods of drought. In this study, 115 potato genotypes were evaluated among 56 of the andigena group and 59 phureja to observe genetic variation in physiological traits that may be linked to drought tolerance. Eleven attributes were evaluated in genotypes tolerant and susceptible to drought stress. The genotypic variation of the materials was evaluated with a total of 968 SNP-type molecular markers, subjected to two soil moisture conditions. Association analysis was performed using the GWASpoly program to determine possible allelic interactions between genotypes with different ploidy levels. Analyses were corrected using population structure and parentage matrix as fixed cofactors. Significant SNPs were associated with phenotypic characteristics under contrasting water conditions for traits such as days to flowering, relative water content, tuber number and plant height. MYC-type transcription factors were associated with plant height, number of tubers per plant and plant water balance, demonstrating the multifunctionality of these regulatory proteins. While the HOS1 gene could be linked to the reduction of flowering time. These results will be the starting point for future studies for the validation of the markers, so that they can be used in potato drought stress breeding programs.
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