Institute of Crop Science, Chinese Academy of Agricultural Sciences, Beijing, 100081, China.
Theor Appl Genet. 2021 Apr;134(4):1047-1061. doi: 10.1007/s00122-020-03750-6. Epub 2021 Jan 10.
A whole-genome resequencing-derived SNP dataset used for genome-wide association analysis revealed 196 loci significantly associated with drought stress based on root traits. Candidate genes identified in the regions of these loci include homologs of known drought resistance genes in A. thaliana. Drought is the main abiotic constraint of the production of common bean. Improved adaptation to drought environments has become a main goal of crop breeding due to the increasing scarcity of water that will occur in the future. The overall objective of our study was to identify genomic regions associated with drought resistance based on root traits using genome-wide association analysis. A natural population of 438 common bean accessions was evaluated for root traits: root surface area, root average diameter, root volume, total root length, taproot length, lateral root number, root dry weight, lateral root length, special root weight/length, using seed germination pouches under drought conditions and in well-watered environments. The coefficient of variation ranged from 11.24% (root average diameter) to 38.19% (root dry weight) in the well-watered environment and from 9.61% (root average diameter) to 39.05% (lateral root length) under drought stress. A whole-genome resequencing-derived SNP dataset revealed 196 loci containing 230 candidate SNPs associated with drought resistance. Seventeen candidate SNPs were simultaneously associated with more than two traits. Forty-one loci were simultaneously associated with more than two traits, and eleven loci were colocated with loci previously reported to be related to drought resistance. Candidate genes of the associated loci included the ABA-responsive element-binding protein family, MYB, NAC, the protein kinase superfamily, etc. These results revealed promising alleles linked to drought resistance or root traits, providing insights into the genetic basis of drought resistance and roots, which will be useful for common bean improvement.
一个基于全基因组重测序衍生 SNP 数据集的全基因组关联分析揭示了 196 个与干旱胁迫相关的显著位点,这些位点基于根系性状。在这些位点的区域中鉴定出的候选基因包括拟南芥中已知抗旱基因的同源物。干旱是普通菜豆生产的主要非生物限制因素。由于未来水资源将越来越稀缺,提高对干旱环境的适应能力已成为作物育种的主要目标。本研究的总体目标是利用全基因组关联分析,基于根系性状鉴定与抗旱性相关的基因组区域。在干旱和水分充足的环境下,利用种子发芽袋评估了 438 个普通菜豆品系的根系性状:根表面积、根平均直径、根体积、总根长、主根长、侧根数、根干重、侧根长、特殊根重/长。在水分充足的环境中,变异系数范围为 11.24%(根平均直径)至 38.19%(根干重),在干旱胁迫下,变异系数范围为 9.61%(根平均直径)至 39.05%(侧根长)。一个基于全基因组重测序衍生 SNP 数据集的全基因组关联分析揭示了 196 个包含 230 个候选 SNP 的位点,这些 SNP 与抗旱性相关。17 个候选 SNP 同时与两个以上性状相关。41 个位点同时与两个以上性状相关,11 个位点与先前报道与抗旱性相关的位点共定位。相关位点的候选基因包括 ABA 反应元件结合蛋白家族、MYB、NAC、蛋白激酶超家族等。这些结果揭示了与抗旱性或根系性状相关的有希望的等位基因,为抗旱性和根系的遗传基础提供了深入了解,这将有助于普通菜豆的改良。