Weighted Gene Co-expression Network Analysis (WGCNA) Reveals the Hub Role of Protein Ubiquitination in the Acquisition of Desiccation Tolerance in Boea hygrometrica

被引:22
|
作者
Lin, Chih-Ta [1 ,2 ]
Xu, Tao [1 ,2 ]
Xing, Shi-Lai [1 ,2 ]
Zhao, Li [1 ,2 ]
Sun, Run-Ze [1 ,2 ]
Liu, Yang [1 ,2 ]
Moore, John Paul [3 ]
Deng, Xin [1 ,2 ]
机构
[1] Chinese Acad Sci, Inst Bot, Key Lab Plant Resources, Beijing 100093, Peoples R China
[2] Chinese Acad Sci, Inst Bot, Beijing Bot Garden, Beijing 100093, Peoples R China
[3] Stellenbosch Univ, Inst Wine Biotechnol, Dept Viticulture & Oenol, ZA-7602 Matieland, South Africa
基金
中国国家自然科学基金; 新加坡国家研究基金会;
关键词
Boea hygrometrica; Protein ubiquitination; Resurrection plant; Transcription repressor; VAL1; WGCNA; PLANT-CELL-WALLS; RESURRECTION PLANT; TORTULA-RURALIS; TRANSCRIPTIONAL REPRESSOR; STRESS; DEHYDRATION; EXPRESSION; LIGASE; ACCUMULATION; INVOLVEMENT;
D O I
10.1093/pcp/pcz160
中图分类号
Q94 [植物学];
学科分类号
071001 ;
摘要
Boea hygrometrica can survive extreme drought conditions and has been used as a model to study desiccation tolerance. A genome-wide transcriptome analysis of B. hygrometrica showed that the plant can survive rapid air-drying after experiencing a slow soil-drying acclimation phase. In addition, a weighted gene co-expression network analysis was used to study the transcriptomic datasets. A network comprising 22 modules was constructed, and seven modules were found to be significantly related to desiccation response using an enrichment analysis. Protein ubiquitination was observed to be a common process linked to hub genes in all the seven modules. Ubiquitin-modified proteins with diversified functions were identified using immunoprecipitation coupled with mass spectrometry. The lowest level of ubiquitination was noted at the full soil drying priming stage, which coincided the accumulation of dehydration-responsive gene BhLEA2. The highly conserved RY motif (CAT GCA) was identified from the promoters of ubiquitin-related genes that were downregulated in the desiccated samples. An in silico gene expression analysis showed that the negative regulation of ubiquitin-related genes is potentially mediated via a B3 domain-containing transcription repressor VAL1. This study suggests that priming may involve the transcriptional regulation of several major processes, and the transcriptional regulation of genes in protein ubiquitination may play a hub role to deliver acclimation signals to posttranslational level in the acquisition of desiccation tolerance in B. hygrometrica.
引用
收藏
页码:2707 / 2719
页数:13
相关论文
共 50 条
  • [41] The identification and validation of hub genes associated with advanced IPF by weighted gene co-expression network analysis
    Liu, Lingyi
    Yang, Yanru
    Han, Xin
    Hou, Jiwei
    FUNCTIONAL & INTEGRATIVE GENOMICS, 2022, 22 (06) : 1127 - 1138
  • [42] Hub genes in adenocarcinoma of the esophagogastric junction based on weighted gene co-expression network analysis and immunohistochemistry
    Lai, Zhiyong
    Bai, Zhongyuan
    Yang, Shuzhe
    Zhang, Rui
    Xi, Yanfeng
    Xu, Jun
    TRANSLATIONAL ONCOLOGY, 2023, 37
  • [43] Weighted gene co-expression network analysis for identifying hub genes in association with prognosis in Wilms tumor
    Wang, Xiaofu
    Song, Pan
    Huang, Chuiguo
    Yuan, Naijun
    Zhao, Xinghua
    Xu, Changbao
    MOLECULAR MEDICINE REPORTS, 2019, 19 (03) : 2041 - 2050
  • [44] Identification of key module and hub genes in pulpitis using weighted gene co-expression network analysis
    Denghui Zhang
    Chen Zheng
    Tianer Zhu
    Fan Yang
    Yiqun Zhou
    BMC Oral Health, 23
  • [45] Identification of hub lncRNAs correlated with tetralogy of fallot based on weighted gene co-expression network analysis
    Ding, Ye
    Zhu, Chun
    BIOCHEMISTRY AND BIOPHYSICS REPORTS, 2024, 39
  • [46] RNA sequencing and weighted gene co-expression network analysis uncover the hub genes controlling cold tolerance in Helictotrichon virescens seedlings
    Cheng, Mingjun
    Pan, Zeyang
    Cui, Kuoshu
    Zheng, Junjun
    Luo, Xuan
    Chen, Youjun
    Yang, Tao
    Wang, Hui
    Li, Xiaofeng
    Zhou, Yang
    Lei, Xiong
    Li, Yingzheng
    Zhang, Ruizhen
    Iqbal, Muhammad Zafar
    He, Ruyu
    FRONTIERS IN PLANT SCIENCE, 2022, 13
  • [47] Screening and identification of hub genes of scar physique via weighted gene co-expression network analysis
    Ma, Shuxian
    Li, Xuze
    Wu, Wenhao
    Zhang, Pei
    Yang, Yanjie
    Huang, Lining
    Wan, Qian
    MEDICINE, 2023, 102 (46) : E36077
  • [48] Identification of hub genes related to Duchenne muscular dystrophy by weighted gene co-expression network analysis
    Wei, Yanning
    Su, Qisheng
    Li, Xiaohong
    MEDICINE, 2022, 101 (52)
  • [49] Hub microRNAs and genes in the development of atrial fibrillation identified by weighted gene co-expression network analysis
    Qiang Qu
    Jin-Yu Sun
    Zhen-Ye Zhang
    Yue Su
    Shan-Shan Li
    Feng Li
    Ru-Xing Wang
    BMC Medical Genomics, 14
  • [50] Weighted Gene Co-Expression Network Analysis Reveals Key Pathways and Hub Genes Associated with Successful Grafting in Pecan (Carya illinoinensis)
    Mo, Zhenghai
    Jiang, Xiaozhuang
    Zhang, Yan
    Zhai, Min
    Hu, Longjiao
    Xuan, Jiping
    FORESTS, 2023, 14 (04):