Ottawa Research and Development Centre, Agriculture and Agri-Food Canada, Ottawa, ON K1A 0C6, Canada.
Department of Biology, University of Ottawa, 30 Marie Curie, Ottawa, ON K1N 6N5, Canada.
Int J Mol Sci. 2022 Jul 11;23(14):7639. doi: 10.3390/ijms23147639.
Common bean ( L.) is a food crop that is an important source of dietary proteins and carbohydrates. Marsh spot is a physiological disorder that diminishes seed quality in beans. Prior research suggested that this disease is likely caused by manganese (Mn) deficiency during seed development and that marsh spot resistance is controlled by at least four genes. In this study, genetic mapping was performed to identify quantitative trait loci (QTL) and the potential candidate genes associated with marsh spot resistance. All 138 recombinant inbred lines (RILs) from a bi-parental population were evaluated for marsh spot resistance during five years from 2015 to 2019 in sandy and heavy clay soils in Morden, Manitoba, Canada. The RILs were sequenced using a genotyping by sequencing approach. A total of 52,676 single nucleotide polymorphisms (SNPs) were identified and filtered to generate a high-quality set of 2066 SNPs for QTL mapping. A genetic map based on 1273 SNP markers distributed on 11 chromosomes and covering 1599 cm was constructed. A total of 12 stable and 4 environment-specific QTL were identified using additive effect models, and an additional two epistatic QTL interacting with two of the 16 QTL were identified using an epistasis model. Genome-wide scans of the candidate genes identified 13 metal transport-related candidate genes co-locating within six QTL regions. In particular, two QTL ( and ) with the highest values (21.8% and 24.5%, respectively) harbored several metal transport genes , , , , and in a large genomic region of 16.8-27.5 Mb on chromosome 3. These results advance the current understanding of the genetic mechanisms of marsh spot resistance in cranberry common bean and provide new genomic resources for use in genomics-assisted breeding and for candidate gene isolation and functional characterization.
菜豆是一种食用作物,是膳食蛋白质和碳水化合物的重要来源。沼泽斑点是一种生理失调,会降低豆类种子的质量。先前的研究表明,这种疾病很可能是由于种子发育过程中锰(Mn)缺乏引起的,沼泽斑点抗性至少由四个基因控制。在这项研究中,进行了遗传图谱绘制,以鉴定与沼泽斑点抗性相关的数量性状位点(QTL)和潜在的候选基因。从 2015 年到 2019 年,在加拿大曼尼托巴省莫登的沙质和重粘土地壤中,使用基于测序的基因型鉴定方法对来自双亲群体的 138 个重组自交系(RIL)进行了五年的沼泽斑点抗性评估。总共鉴定出 52676 个单核苷酸多态性(SNP),并进行过滤,生成了用于 QTL 映射的 2066 个高质量 SNP 集。基于分布在 11 条染色体上的 1273 个 SNP 标记构建了一个遗传图谱,覆盖 1599cm。使用加性效应模型鉴定了 12 个稳定和 4 个环境特异 QTL,使用上位性模型鉴定了另外两个与 16 个 QTL 中的两个互作的上位性 QTL。对候选基因的全基因组扫描鉴定出 13 个与 6 个 QTL 区域共定位的金属转运相关候选基因。特别是,两个具有最高 值(分别为 21.8%和 24.5%)的 QTL( 和 )在 3 号染色体上的 16.8-27.5Mb 大片段基因组区域中包含多个金属转运基因 、 、 、 和 。这些结果推进了对蔓越莓菜豆沼泽斑点抗性遗传机制的认识,为基于基因组的辅助育种以及候选基因的分离和功能表征提供了新的基因组资源。