Agriculture Victoria, AgriBio, Centre for AgriBioscience, Bundoora, VIC 3083, Australia.
Faculty of Veterinary and Agricultural Sciences, The University of Melbourne, Parkville, VIC 3010, Australia.
Genes (Basel). 2021 Feb 25;12(3):332. doi: 10.3390/genes12030332.
Soil salinity is a major abiotic stress, limiting lentil productivity worldwide. Understanding the genetic basis of salt tolerance is vital to develop tolerant varieties. A diversity panel consisting of 276 lentil accessions was screened in a previous study through traditional and image-based approaches to quantify growth under salt stress. Genotyping was performed using two contrasting methods, targeted (tGBS) and transcriptome (GBS-t) genotyping-by-sequencing, to evaluate the most appropriate methodology. tGBS revealed the highest number of single-base variants (SNPs) (c. 56,349), and markers were more evenly distributed across the genome compared to GBS-t. A genome-wide association study (GWAS) was conducted using a mixed linear model. Significant marker-trait associations were observed on Chromosome 2 as well as Chromosome 4, and a range of candidate genes was identified from the reference genome, the most plausible being potassium transporters, which are known to be involved in salt tolerance in related species. Detailed mineral composition performed on salt-treated and control plant tissues revealed the salt tolerance mechanism in lentil, in which tolerant accessions do not transport Na ions around the plant instead localize within the root tissues. The pedigree analysis identified two parental accessions that could have been the key sources of tolerance in this dataset.
土壤盐度是一种主要的非生物胁迫,限制了全球小扁豆的生产力。了解耐盐性的遗传基础对于培育耐盐品种至关重要。在之前的一项研究中,使用传统和基于图像的方法对由 276 个小扁豆品系组成的多样性面板进行了筛选,以量化盐胁迫下的生长情况。使用两种对比方法(靶向(tGBS)和转录组(GBS-t)测序的基因分型)进行基因分型,以评估最合适的方法。tGBS 揭示了最多的单碱基变异(SNP)(c. 56,349),与 GBS-t 相比,标记在基因组中的分布更加均匀。使用混合线性模型进行了全基因组关联研究(GWAS)。在第 2 号染色体和第 4 号染色体上观察到显著的标记-性状关联,并且从参考基因组中鉴定出一系列候选基因,最合理的是钾转运蛋白,已知其在相关物种中参与耐盐性。对盐处理和对照植物组织进行的详细矿物组成分析揭示了小扁豆的耐盐机制,其中耐盐品系不会在植物周围运输钠离子,而是在根组织内定位。系谱分析确定了两个亲本品系可能是该数据集耐盐性的关键来源。