Gene expression and genome-wide association analyses identify suitable targets for salinity tolerance in chickpea

IF 2.7 3区 生物学 Q2 PLANT SCIENCES South African Journal of Botany Pub Date : 2025-03-22 DOI:10.1016/j.sajb.2025.02.039
Sara B.H. Awaly , Randa I. Abdellatif , Khaled H. Radwan , Mohamed Abdelsattar , Alsamman M. Alsamman , Neama H. Osman
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Abstract

Chickpea is an important source of protein for developing countries, but it is highly susceptible to salt stress, which significantly affects its growth and yield. This study investigates the genetic and molecular mechanisms of salt tolerance in chickpea by integrating genome-wide association studies (GWAS) and gene expression analyses. Gene expression data were analyzed from three chickpea datasets to identify genes associated with salt stress. A total of 97 differentially expressed genes (DEGs) were identified (FDR < 0.05), including key genes involved in abscisic acid signaling, the dehydration response and cell wall modification, such as TPS2, NCED1, CDF1, DHN3 and NAC7. A GWAS analysis utilizing SNP genotyping data from 679 chickpea accessions and 11 agronomic traits revealed significant associations (p < 0.001) between SNPs within the DEGs identified in the previous analysis and key agronomic traits, including days to maturity, plant height, and seed weight. Among them, 13 DEGs were specifically associated with traits such as yield and flowering time. Finally, qPCR analysis confirmed the differential expression of eight genes in root tissues under different salinity conditions. Patatin-1-Kuras 2-like had the highest expression levels, with a 20–24-fold increase in response to salinity. Other genes such as NCED1 and CDF1 were upregulated at lower salt concentrations (50 mM NaCl), while TPS3 and drKD showed reduced expression at higher concentrations (150 mM NaCl).
In conclusion, this study provides a comprehensive understanding of the genetic and molecular basis of salt tolerance in chickpea and highlights key genes and pathways that may serve as valuable targets for the development of salt-resistant cultivars and ultimately contribute to improved crop productivity and food security in salt-stressed regions.
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基因表达和全基因组关联分析确定了鹰嘴豆耐盐性的合适靶点
鹰嘴豆是发展中国家重要的蛋白质来源,但它对盐胁迫非常敏感,这严重影响了它的生长和产量。本研究结合全基因组关联研究(GWAS)和基因表达分析,探讨鹰嘴豆耐盐的遗传和分子机制。对三个鹰嘴豆数据集的基因表达数据进行分析,以确定与盐胁迫相关的基因。共鉴定出97个差异表达基因(DEGs) (FDR <;0.05),包括参与脱落酸信号、脱水反应和细胞壁修饰的关键基因,如TPS2、NCED1、CDF1、DHN3和NAC7。利用679份鹰嘴豆材料和11个农艺性状的SNP基因分型数据进行的GWAS分析显示了显著的相关性(p <;0.001),在之前的分析中发现的deg内的snp与关键农艺性状(包括成熟天数、植株高度和种子重量)之间存在差异。其中13个基因与产量、花期等性状相关。最后,qPCR分析证实了不同盐度条件下8个基因在根组织中的差异表达。Patatin-1-Kuras 2-like的表达量最高,对盐度的响应增加了20 - 24倍。其他基因如NCED1和CDF1在低盐浓度(50 mM NaCl)下表达上调,而TPS3和drKD在高盐浓度(150 mM NaCl)下表达降低。综上所述,本研究为鹰嘴豆耐盐性的遗传和分子基础提供了全面的认识,并揭示了鹰嘴豆耐盐性的关键基因和途径,这些基因和途径可能为培育耐盐品种提供有价值的靶点,最终有助于提高盐胁迫地区的作物生产力和粮食安全。
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来源期刊
South African Journal of Botany
South African Journal of Botany 生物-植物科学
CiteScore
5.20
自引率
9.70%
发文量
709
审稿时长
61 days
期刊介绍: The South African Journal of Botany publishes original papers that deal with the classification, biodiversity, morphology, physiology, molecular biology, ecology, biotechnology, ethnobotany and other botanically related aspects of species that are of importance to southern Africa. Manuscripts dealing with significant new findings on other species of the world and general botanical principles will also be considered and are encouraged.
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