Díaz Paula, Sarmiento Felipe, Mathew Boby, Ballvora Agim, Mosquera Vásquez Teresa
Departamento de Agronomía, Facultad de Ciencias Agrarias, Universidad Nacional de Colombia-Sede Bogotá, Bogotá, Colombia.
Departamento de Biología, Facultad de Ciencias, Universidad Nacional de Colombia-Sede Bogotá, Bogotá, Colombia.
PLoS One. 2021 Nov 8;16(11):e0259690. doi: 10.1371/journal.pone.0259690. eCollection 2021.
Water deficit, which is increasing with climate change, is a serious threat to agricultural sustainability worldwide. Dissection of the genetic architecture of water deficit responses is highly desirable for developing water-deficit tolerant potato cultivars and enhancing the resilience of existing cultivars. This study examined genetic variation in response to water deficit in a panel of diploid potato and identified the QTL governing this trait via a genome-wide association study (GWAS). A panel of 104 diploid potato accessions were evaluated under both well-watered and water deficit treatments at tuber initiation stage. Drought stress index (DTI) was calculated to assess tolerance of the diploid potato genotypes to water deficit. The GWAS was conducted using a matrix of 47K single nucleotide polymorphisms (SNP), recently available for this population. We are reporting 38 QTL, seven for well-watered conditions, twenty-two for water deficit conditions and nine for DTI which explain between 12.6% and 44.1% of the phenotypic variance. A set of 6 QTL were found to be associated with more than one variable. Marker WDP-9.21 was found associated with tuber fresh weigh under WD and gene annotation analysis revealed co-localization with the Glucan/water dikinase (GWD) gene. Of the nine QTL detected from DTI on chromosomes 2,3,5,8,10 and 12, three candidate genes with a feasible role in water deficit response were identified. The findings of this study can be used in marker-assisted selection (MAS) for water- deficit tolerance breeding in potato.
随着气候变化而不断加剧的水分亏缺,是对全球农业可持续性的严重威胁。剖析水分亏缺响应的遗传结构,对于培育耐水分亏缺的马铃薯品种以及增强现有品种的适应能力极为必要。本研究检测了一组二倍体马铃薯对水分亏缺响应的遗传变异,并通过全基因组关联研究(GWAS)确定了控制该性状的数量性状基因座(QTL)。在块茎形成期,对一组104份二倍体马铃薯种质在充分供水和水分亏缺处理条件下进行了评估。计算干旱胁迫指数(DTI)以评估二倍体马铃薯基因型对水分亏缺的耐受性。利用最近可得的该群体的47K单核苷酸多态性(SNP)矩阵进行了GWAS。我们报告了38个QTL,其中7个与充分供水条件相关,22个与水分亏缺条件相关,9个与DTI相关,这些QTL解释了12.6%至44.1%的表型变异。发现一组6个QTL与多个变量相关。标记WDP - 9.21被发现与水分亏缺条件下的块茎鲜重相关,基因注释分析显示其与葡聚糖/水双激酶(GWD)基因共定位。在从2号、3号、5号、8号、10号和12号染色体上的DTI检测到的9个QTL中,鉴定出了3个在水分亏缺响应中起可行作用的候选基因。本研究结果可用于马铃薯水分亏缺耐受性育种的标记辅助选择(MAS)。