Reddy S Srinatha, Saini Dinesh Kumar, Singh G Mahendra, Sharma Sandeep, Mishra Vinod Kumar, Joshi Arun Kumar
Department of Genetics and Plant Breeding, Institute of Agricultural Sciences, Banaras Hindu University, Varanasi, India.
Department of Plant Breeding and Genetics, Punjab Agricultural University, Ludhiana, Punjab, India.
Front Plant Sci. 2023 May 12;14:1166439. doi: 10.3389/fpls.2023.1166439. eCollection 2023.
Understanding the genetic architecture of drought stress tolerance in bread wheat at seedling and reproductive stages is crucial for developing drought-tolerant varieties. In the present study, 192 diverse wheat genotypes, a subset from the Wheat Associated Mapping Initiative (WAMI) panel, were evaluated at the seedling stage in a hydroponics system for chlorophyll content (CL), shoot length (SLT), shoot weight (SWT), root length (RLT), and root weight (RWT) under both drought and optimum conditions. Following that, a genome-wide association study (GWAS) was carried out using the phenotypic data recorded during the hydroponics experiment as well as data available from previously conducted multi-location field trials under optimal and drought stress conditions. The panel had previously been genotyped using the Infinium iSelect 90K SNP array with 26,814 polymorphic markers. Using single as well as multi-locus models, GWAS identified 94 significant marker-trait associations (MTAs) or SNPs associated with traits recorded at the seedling stage and 451 for traits recorded at the reproductive stage. The significant SNPs included several novel, significant, and promising MTAs for different traits. The average LD decay distance for the whole genome was approximately 0.48 Mbp, ranging from 0.07 Mbp (chromosome 6D) to 4.14 Mbp (chromosome 2A). Furthermore, several promising SNPs revealed significant differences among haplotypes for traits such as RLT, RWT, SLT, SWT, and GY under drought stress. Functional annotation and expression analysis revealed important putative candidate genes underlying the identified stable genomic regions such as protein kinases, O-methyltransferases, GroES-like superfamily proteins, NAD-dependent dehydratases, etc. The findings of the present study may be useful for improving yield potential, and stability under drought stress conditions.
了解面包小麦在幼苗期和生殖期的耐旱胁迫遗传结构对于培育耐旱品种至关重要。在本研究中,对来自小麦关联作图计划(WAMI)小组的192个不同小麦基因型在水培系统的幼苗期进行了评估,测定了干旱和最佳条件下的叶绿素含量(CL)、地上部长度(SLT)、地上部重量(SWT)、根长度(RLT)和根重量(RWT)。随后,利用水培实验期间记录的表型数据以及先前在最佳和干旱胁迫条件下进行的多地点田间试验获得的数据,开展了全基因组关联研究(GWAS)。该小组此前已使用Infinium iSelect 90K SNP芯片进行基因分型,共有26,814个多态性标记。使用单基因座和多基因座模型,GWAS鉴定出94个与幼苗期记录的性状相关的显著标记-性状关联(MTA)或SNP,以及451个与生殖期记录的性状相关的MTA或SNP。这些显著的SNP包括几个针对不同性状的新的、显著的和有前景的MTA。全基因组的平均连锁不平衡衰减距离约为0.48 Mbp,范围从0.07 Mbp(6D染色体)到4.14 Mbp(2A染色体)。此外,一些有前景的SNP显示,在干旱胁迫下,RLT、RWT、SLT、SWT和GY等性状的单倍型之间存在显著差异。功能注释和表达分析揭示了在已鉴定的稳定基因组区域背后的重要假定候选基因,如蛋白激酶、O-甲基转移酶、GroES样超家族蛋白、NAD依赖性脱水酶等。本研究结果可能有助于提高产量潜力以及在干旱胁迫条件下的稳定性。