Department of Agricultural Biotechnology, CSK HP Agriculture University, Palampur 176062, India.
Laboratory of Plant Genomics, Kazusa DNA Research Institute, 2-6-7 Kisarazu, Chiba 292-0818, Japan.
Gene. 2022 Apr 20;819:146241. doi: 10.1016/j.gene.2022.146241. Epub 2022 Jan 31.
Horsegram [Macrotyloma uniflorum Lam (Verdc.)] is an undervalued and under studied legume though is a good source of proteins, carbohydrates and energy. Drought is an abiotic stress that effects plant development and ecosystem sustainability. Drought is expected to become more common in the future as a result of climate change. Horsegram is known to withstand drought, salt and heavy metal stress. In the past few decades application of genome-wide association studies (GWAS) to explore complex traits has risen in popularity. Considering the above mentioned factors drought tolerance ability of horsegram germplasm was investigated in 96 diverse horsegram lines with GWAS by exploring 20241 SNPs. Highest number of SNPs were found to be located in intergenic regions (43.8%) followed by intronic SNPs (21.6%). In this investigation three drought tolerant representing parameters were selected for QTL identification. In the present study, we identified different SNPs associated with QTLs governing these traits, which involved in drought stress response of horsegram plant. Seven QTLs were found to be associated with relative water content in horsegram whereas for root volume and root length 4 and 8 QTLs were found respectively. By using horsegram database of Kazusa DNA research institute Japan, we identify the genes present on these marker sites which were found to be involved in many biochemical pathways related to plant abiotic stresses. Many of these genes were previously characterized and few uncharacterized genes were also found controlling these traits. These findings will help in identifying new mechanisms responsible for plant drought stress tolerance in future.
兵豆[Macrotyloma uniflorum Lam (Verdc.)]是一种被低估和研究不足的豆科植物,但它是蛋白质、碳水化合物和能量的良好来源。干旱是一种影响植物发育和生态系统可持续性的非生物胁迫。由于气候变化,预计未来干旱将更加普遍。兵豆已知能耐受干旱、盐和重金属胁迫。在过去几十年中,应用全基因组关联研究(GWAS)来探索复杂性状的方法越来越流行。考虑到上述因素,本研究通过探索 20241 个 SNPs,利用 GWAS 对 96 种不同的兵豆品系进行了耐旱性研究。结果发现,最高数量的 SNP 位于基因间区(43.8%),其次是内含子 SNP(21.6%)。在这项研究中,选择了三个耐旱性代表参数进行 QTL 鉴定。在本研究中,我们鉴定了与控制这些性状的 QTL 相关的不同 SNP,这些 SNP 涉及兵豆植物对干旱胁迫的反应。发现了 7 个与兵豆相对含水量相关的 QTL,而对于根体积和根长,分别发现了 4 个和 8 个 QTL。利用日本 Kazusa DNA 研究所的兵豆数据库,我们鉴定了这些标记位点上存在的基因,这些基因参与了许多与植物非生物胁迫相关的生化途径。其中许多基因以前已经被描述过,也发现了一些未被描述的基因控制着这些性状。这些发现将有助于在未来识别负责植物耐旱性的新机制。