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Phenotypic Stability and Genome-Wide Association Study of Late Blight Resistance in Potato Genotypes Adapted to the Tropical Highlands

机译:适应热带高地马铃薯基因型晚疫病抗性的表型稳定性和全基因组关联研究

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摘要

Potato genotypes from a breeding population adapted to tropical highlands were analyzed for the stability of late blight resistance and also for marker-phenotype association. We harmonized the historical evaluation data, consisting of observations spanning 6 years from two field sites utilizing a resistance scale constructed by comparing the area under the disease progress curve (AUDPC) values of 172 genotypes with that of susceptible control 'Yungay'. In total, 70 potato genotypes had a coefficient of variability <0.5 and were considered stable across the environments tested. A principal component analysis demonstrated that the ensemble of experiments formed two distinct groups that reflect the stability of genotype resistance to late blight. Phytophthora infestans isolates present in the experimental fields belonged to the EC-1 clonal lineage and showed variation in virulence beyond the concept of the avirulence determined by the conventionally used R1-R11 differential set. A single-nucleotide polymorphism (SNP) marker on chromosome 9 was associated with late blight resistance and linked to instability. Genotypes with either AACC or AAAC combinations for this SNP were highly resistant only in some environments, while the genotypes with the AAAA combination had more moderate levels of resistance but were stable across environments.
机译:分析了适应热带高地的繁殖种群的马铃薯基因型的晚疫病抗性的稳定性以及标记-表型的关联。我们统一了历史评估数据,包括对两个田间地点进行的长达6年的观察,这些观察利用抗性标度通过将172个基因型的疾病进展曲线(AUDPC)值与易感对照'Yungay'的值进行比较而构建。总共有70个马铃薯基因型的变异系数<0.5,并且在整个测试环境中被认为是稳定的。主成分分析表明,实验组形成了两个不同的组,它们反映了基因型对晚疫病的抗性的稳定性。存在于实验田中的疫霉疫霉菌分离物属于EC-1克隆谱系,并且显示出超出常规使用的R1-R11差异集确定的无毒力概念的毒力变化。 9号染色体上的单核苷酸多态性(SNP)标记与晚疫病抗性相关,并与不稳定性有关。仅在某些环境中,具有AACC或AAAC组合的基因型才在某些环境中具有高度抗性,而具有AAAA组合的基因型则具有更适度的抗性水平,但在整个环境中都稳定。

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