Md Shahin Iqbal, Candy M Taylor, Lukasz Kotula, Al Imran Malik, William Erskine
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This study evaluated phenotypic responses and genetic diversity for salinity tolerance in a mungbean mini-core germplasm collection at early vegetative, late vegetative and reproductive stages, grown in soil-filled pots exposed to control (non-saline) and 75 mM NaCl treatments in a temperature-controlled glasshouse. Salinity stress significantly reduced growth, seed yield and related traits, highlighting distinct phenotypic and genotypic responses across growth stages. Genome-wide association studies and genomic prediction (GP) were performed using two SNP datasets: 5991 DArTseq SNPs and 198,474 Illumina whole-genome resequencing (WGRS) SNPs. A range of 18-22 significant genetic associations were identified in the three growth stages, but none were common across these stages. Both SNP datasets showed distinct genomic regions associated with salinity tolerance traits. GP showed potential to predict salinity tolerance-associated traits. Despite their lower genome-wide density, DArTseq SNPs performed similarly to high-density WGRS SNPs in association analyses and GP accuracy, highlighting their potential as a cost-effective genotyping system for efficient and practical commercial breeding applications. Evaluating the effects of significant SNPs revealed seven functional SNPs linked with seven candidate genes encoding callose synthase, ethylene receptor, dynamin-related protein, cytochrome P450, bHLH-type transcription factor and Kinesin-10-type motor protein. 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引用次数: 0
摘要
绿豆种质资源在营养和繁殖阶段对盐度胁迫的响应存在差异。GWAS在绿豆耐盐性的首次遗传研究中发现了阶段特异性遗传关联和候选基因。绿豆是南亚和东南亚以水稻为基础的农业系统中广泛种植的重要谷物豆类。盐胁迫严重限制绿豆的生长和产量,不同品种对盐胁迫的敏感性差异很大。本研究评估了绿豆微核种质在营养早期、营养晚期和生殖阶段的表型响应和遗传多样性,这些绿豆在填土盆栽中暴露于对照(无盐)和75 mM NaCl处理的温控温室中。盐胁迫显著降低了植株的生长、种子产量和相关性状,突出了不同生长阶段的不同表型和基因型反应。使用两个SNP数据集进行全基因组关联研究和基因组预测(GP): 5991个DArTseq SNP和198474个Illumina全基因组重测序(WGRS) SNP。在三个生长阶段确定了18-22个显著的遗传关联,但在这些阶段中没有一个是共同的。两个SNP数据集显示了与耐盐性状相关的不同基因组区域。GP具有预测耐盐相关性状的潜力。尽管其全基因组密度较低,但在关联分析和GP准确性方面,DArTseq snp的表现与高密度WGRS snp相似,这突显了其作为高效实用的商业育种应用的经济高效的基因分型系统的潜力。对显著snp的影响进行评估,发现7个功能性snp与7个候选基因相关,这些基因分别编码胼胶合酶、乙烯受体、动力蛋白相关蛋白、细胞色素P450、bhlh型转录因子和运动蛋白10型运动蛋白。研究结果表明,需要针对特定阶段的育种方法,并强调了提高绿豆耐盐性的新遗传资源(包括标记和种质)。
Dissecting the genetic and phenotypic basis of salinity tolerance in mungbean: insights from multi-stage phenotyping, GWAS and genomic prediction.
Key message: Mungbean germplasm collection showed diverse responses to salinity stress at vegetative and reproductive stages. GWAS identified stage-specific genetic associations and candidate genes in the first genetic study of salinity tolerance in mungbean across these stages. Mungbean is an important grain legume widely grown in rice-based farming systems of South and Southeast Asia. Salinity stress severely limits mungbean growth and yield, with cultivars differing widely in susceptibility. This study evaluated phenotypic responses and genetic diversity for salinity tolerance in a mungbean mini-core germplasm collection at early vegetative, late vegetative and reproductive stages, grown in soil-filled pots exposed to control (non-saline) and 75 mM NaCl treatments in a temperature-controlled glasshouse. Salinity stress significantly reduced growth, seed yield and related traits, highlighting distinct phenotypic and genotypic responses across growth stages. Genome-wide association studies and genomic prediction (GP) were performed using two SNP datasets: 5991 DArTseq SNPs and 198,474 Illumina whole-genome resequencing (WGRS) SNPs. A range of 18-22 significant genetic associations were identified in the three growth stages, but none were common across these stages. Both SNP datasets showed distinct genomic regions associated with salinity tolerance traits. GP showed potential to predict salinity tolerance-associated traits. Despite their lower genome-wide density, DArTseq SNPs performed similarly to high-density WGRS SNPs in association analyses and GP accuracy, highlighting their potential as a cost-effective genotyping system for efficient and practical commercial breeding applications. Evaluating the effects of significant SNPs revealed seven functional SNPs linked with seven candidate genes encoding callose synthase, ethylene receptor, dynamin-related protein, cytochrome P450, bHLH-type transcription factor and Kinesin-10-type motor protein. The findings demonstrate need for stage-specific breeding approaches and highlight novel genetic resources (including markers and germplasm) for enhancing salinity tolerance in mungbean.
期刊介绍:
Theoretical and Applied Genetics publishes original research and review articles in all key areas of modern plant genetics, plant genomics and plant biotechnology. All work needs to have a clear genetic component and significant impact on plant breeding. Theoretical considerations are only accepted in combination with new experimental data and/or if they indicate a relevant application in plant genetics or breeding. Emphasizing the practical, the journal focuses on research into leading crop plants and articles presenting innovative approaches.