Institute of Vegetables and Flowers, Chinese Academy of Agricultural Sciences, Beijing 100081, China.
Plant Breeding, Wageningen University & Research, Droevendaalsesteeg 1, 6708 PB Wageningen, The Netherlands.
Genes (Basel). 2021 Apr 16;12(4):584. doi: 10.3390/genes12040584.
Powdery mildew (PM) is one of the most serious diseases in cucumber and causes huge yield loss. Multiple quantitative trait loci (QTLs) for PM resistance have been reported in previous studies using a limited number of cucumber accessions. In this study, a cucumber core germplasm (CG) consisting of 94 resequenced lines was evaluated for PM resistance in four trials across three years (2013, 2014, and 2016). These trials were performed on adult plants in the field with natural infection. Using genome-wide association study (GWAS), 13 loci (, , , , , , , , , , , , and ) associated with PM resistance were detected on all chromosomes except for Chr.7. Among these loci, ten were mapped to chromosomal intervals where QTLs had been reported in previous studies, while, three (, , and ) were novel. The loci of , , showed stronger signal in four trials. Based on the annotation of homologous genes in Arabidopsis and pairwise LD correlation analysis, candidate genes located in the QTL intervals were predicted. SNPs in these candidate genes were analyzed between haplotypes of highly resistant (HR) and susceptible (HS) CG lines, which were defined based on combing disease index data of all trials. Furthermore, candidate genes ( and ) reported in previous studies for PM resistance and cucumber orthologues of several PM susceptibility (S) genes (, , and ) that are colocalized with certain QTLs, were analyzed for their potential contribution to the QTL effect on both PM and DM in the CG population. This study shows that the CG germplasm is a very valuable resource carrying known and novel QTLs for both PM and DM resistance, which can be exploited in cucumber breeding.
白粉病(PM)是黄瓜最严重的病害之一,可导致巨大的产量损失。以前的研究使用有限数量的黄瓜品系,已经报道了多个与 PM 抗性相关的数量性状位点(QTL)。在这项研究中,使用基因组关联研究(GWAS),在三年(2013、2014 和 2016 年)的四次试验中,对包括 94 个重测序品系的黄瓜核心种质(CG)进行了 PM 抗性评估。这些试验是在田间对成年植株进行的,采用自然感染。除了 Chr.7 之外,在所有染色体上都检测到与 PM 抗性相关的 13 个位点(,,,,,,,,,,,, 和 )。这些位点中,有 10 个定位在以前研究报道的 QTL 染色体区间内,而 3 个(,, 和 )是新的。,, 位点在四次试验中信号较强。基于拟南芥同源基因的注释和成对 LD 相关性分析,预测了位于 QTL 区间的候选基因。在根据所有试验的疾病指数数据组合的高抗性(HR)和易感(HS)CG 品系的单倍型之间分析了这些候选基因中的 SNP。以前研究中报道的与 PM 抗性相关的候选基因(和 )以及与某些 QTL 共定位的几个 PM 敏感性(S)基因(,, 和 )的黄瓜直系同源物,也对其在 CG 群体中对 PM 和 DM 的 QTL 效应的潜在贡献进行了分析。本研究表明,CG 种质是一种非常有价值的资源,携带已知和新的 PM 和 DM 抗性 QTL,可以在黄瓜育种中利用。