Edae Erena A, Pumphrey Michael O, Rouse Matthew N
Cereal Disease Laboratory, United States Department of Agriculture - Agricultural Research Service (USDA ARS), St. Paul, MN, United States.
Department of Plant Pathology, University of Minnesota, St. Paul, MN, United States.
Front Plant Sci. 2018 Jan 30;9:52. doi: 10.3389/fpls.2018.00052. eCollection 2018.
Stem rust of wheat caused by the fungal pathogen f. sp. historically caused major yield losses of wheat worldwide. To understand the genetic basis of stem rust resistance in contemporary North American spring wheat, genome-wide association analysis (GWAS) was conducted on an association mapping panel comprised of 250 elite lines. The lines were evaluated in separate nurseries each inoculated with a different f. sp. race for 3 years (2013, 2015, and 2016) at Rosemount, Minnesota allowing the evaluation of race-specificity separate from the effect of environment. The lines were also challenged with the same four races at the seedling stage in a greenhouse facility at the USDA-ARS Cereal Disease Laboratory. A total of 22,310 high-quality SNPs obtained from the Infinium 90,000 SNPs chip were used to perform association analysis. We observed often negative and sometimes weak correlations between responses to different races that highlighted the abundance of race-specific resistance and the inability to predict the response of the lines across races. Markers strongly associated with resistance to the four races at seedling and field environments were identified. At the seedling stage, the most significant marker-trait associations were detected in the regions of known major genes (, and ) except for race QFCSC where a strong association was detected on chromosome arm 1AL. We postulated the presence of , and () in this germplasm based on phenotypic and marker data. We found over half of the panel possessed three or more genes, and most commonly included various combinations of , and . Most of these genes confer resistance to specific f. sp. races accounting for the prevalent stem rust resistance in North American spring wheat.
由真菌病原体小麦秆锈菌引起的小麦秆锈病,历史上曾在全球范围内导致小麦严重减产。为了解当代北美春小麦抗秆锈病的遗传基础,对一个由250个优良品系组成的关联作图群体进行了全基因组关联分析(GWAS)。这些品系在不同的苗圃中进行评估,每个苗圃接种不同的小麦秆锈菌生理小种,于2013年、2015年和2016年在明尼苏达州罗斯芒特连续进行了3年试验,从而能够独立于环境影响评估生理小种特异性。这些品系还在美国农业部农业研究局谷物疾病实验室的温室设施中于幼苗期用相同的4个生理小种进行了接种。使用从Infinium 90,000个单核苷酸多态性(SNP)芯片获得的总共22,310个高质量SNP进行关联分析。我们观察到对不同生理小种的反应之间常常呈负相关,有时相关性较弱,这突出了生理小种特异性抗性的丰富性以及无法预测这些品系对不同生理小种的反应。鉴定出了在幼苗期和田间环境中与对这4个生理小种的抗性密切相关的标记。在幼苗期,除了生理小种QFCSC在1AL染色体臂上检测到强关联外,在已知主要基因(、和)区域检测到了最显著的标记 - 性状关联。基于表型和标记数据,我们推测该种质中存在、和()。我们发现超过一半的群体拥有3个或更多基因,最常见的是包括、和的各种组合。这些基因中的大多数赋予对特定小麦秆锈菌生理小种的抗性,这是北美春小麦普遍存在秆锈病抗性的原因。