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

被引:0
作者
Awaly, Sara B. H. [1 ]
Abdellatif, Randa I. [1 ]
Radwan, Khaled H. [2 ,3 ]
Abdelsattar, Mohamed [2 ]
Alsamman, Alsamman M. [2 ,4 ]
Osman, Neama H. [1 ]
机构
[1] Cairo Univ, Fac Agr, Dept Genet, Giza, Egypt
[2] Agr Res Ctr ARC, Agr Genet Engn Res Inst AGERI, Giza, Egypt
[3] ASRT, Natl Biotechnol Network Expertise, Cairo, Egypt
[4] Int Ctr Agr Res Dry Areas ICARDA, Biotechnol Dept, Giza, Egypt
关键词
Chickpea; Salinity stress; Gene expression; Genome-wide association studies (GWAS); Gene enrichment; Agronomic traits; qPCR validation; Salt-stress response pathways; PLANTS; STRESS;
D O I
10.1016/j.sajb.2025.02.039
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
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. (c) 2025 SAAB. Published by Elsevier B.V. All rights are reserved, including those for text and data mining, AI training, and similar technologies.
引用
收藏
页码:387 / 399
页数:13
相关论文
共 50 条
  • [31] Genome-Wide Identification and Expression Analyses of the Fibrillin Family Genes Suggest Their Involvement in Photoprotection in Cucumber
    Kim, Inyoung
    Lee, Sang-Choon
    Kim, Eun-Ha
    Song, Kihwan
    Yang, Tae-Jin
    Kim, Hyun Uk
    PLANTS-BASEL, 2018, 7 (03):
  • [32] Unraveling the genetics of heat tolerance in chickpea landraces (Cicer arietinum L.) using genome-wide association studies
    Danakumara, Thippeswamy
    Kumar, Neeraj
    Patil, Basavanagouda Siddanagouda
    Kumar, Tapan
    Bharadwaj, Chellapilla
    Jain, Pradeep Kumar
    Nimmy, Manduparambil Subramanian
    Joshi, Nilesh
    Parida, Swarup Kumar
    Bindra, Shayla
    Kole, Chittaranjan
    Varshney, Rajeev K.
    FRONTIERS IN PLANT SCIENCE, 2024, 15
  • [33] Genome-Wide Association Study Reveals a New QTL for Salinity Tolerance in Barley (Hordeum vulgare L.)
    Fan, Yun
    Zhou, Gaofeng
    Shabala, Sergey
    Chen, Zhong-Hua
    Cai, Shengguan
    Li, Chengdao
    Zhou, Meixue
    FRONTIERS IN PLANT SCIENCE, 2016, 7
  • [34] Genome-wide identification and expression analysis of the ASMT gene family reveals their role in abiotic stress tolerance in apple
    Wang, Hongtao
    Song, Chunhui
    Fang, Sen
    Wang, Zhengyang
    Song, Shangwei
    Jiao, Jian
    Wang, Miaomiao
    Zheng, Xianbo
    Bai, Tuanhui
    SCIENTIA HORTICULTURAE, 2022, 293
  • [35] Genome-Wide Survey and Expression Analyses of Hexokinase Family in Poplar (Populus trichocarpa)
    Han, Mei
    Xu, Xianglei
    Xiong, Yuan
    Wei, Haikun
    Yao, Kejun
    Huang, Tingting
    Long, Yingle
    Su, Tao
    PLANTS-BASEL, 2022, 11 (15):
  • [36] Changes in genome-wide gene expression during allopolyploidization and genome stabilization in hexaploid wheat
    Jung, Yeonju
    Kawaura, Kanako
    Mishina, Kohei
    Sakuma, Shun
    Kishii, Masahiro
    Ogihara, Yasunari
    GENES & GENETIC SYSTEMS, 2014, 89 (05) : 215 - 225
  • [37] Genome-Wide Identification, Evolutionary and Expression Analyses of the GALACTINOL SYNTHASE Gene Family in Rapeseed and Tobacco
    Fan, Yonghai
    Yu, Mengna
    Liu, Miao
    Zhang, Rui
    Sun, Wei
    Qian, Mingchao
    Duan, Huichun
    Chang, Wei
    Ma, Jinqi
    Qu, Cunmin
    Zhang, Kai
    Lei, Bo
    Lu, Kun
    INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, 2017, 18 (12)
  • [38] Genome-wide identification and expression of GRAS gene family members in cassava
    Shan, Zhongying
    Luo, Xinglu
    Wu, Meiyan
    Wei, Limei
    Fan, Zhupeng
    Zhu, Yanmei
    BMC PLANT BIOLOGY, 2020, 20 (01)
  • [39] Genome-wide identification and expression analysis of the polygalacturonase gene family in sweetpotato
    He, Peiwen
    Zhang, Jingzhen
    Lv, Zunfu
    Cui, Peng
    Xu, Ximing
    George, Melvin Sidikie
    Lu, Guoquan
    BMC PLANT BIOLOGY, 2023, 23 (01)
  • [40] Genome-wide characterization and expression analysis of soybean trihelix gene family
    Liu, Wei
    Zhang, Yanwei
    Li, Wei
    Lin, Yanhui
    Wang, Caijie
    Xu, Ran
    Zhang, Lifeng
    PEERJ, 2020, 8