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
  • [1] Global Transcriptome Analysis Reveals Acclimation-Primed Processes Involved in the Acquisition of Desiccation Tolerance in Boea hygrometrica
    Zhu, Yan
    Wang, Bo
    Phillips, Jonathan
    Zhang, Zhen-Nan
    Du, Hong
    Xu, Tao
    Huang, Lian-Cheng
    Zhang, Xiao-Fei
    Xu, Guang-Hui
    Li, Wen-Long
    Wang, Zhi
    Wang, Ling
    Liu, Yong-Xiu
    Deng, Xin
    PLANT AND CELL PHYSIOLOGY, 2015, 56 (07) : 1429 - 1441
  • [2] Weighted gene co-expression network analysis reveals the hub genes and molecular mechanism of quiescence
    Apoorvha, J. P.
    Brindha, S.
    Ganesan, M.
    Roy, Sujata
    3 BIOTECH, 2025, 15 (02)
  • [3] Weighted gene co-expression network analysis reveals the hub genes associated with pulmonary hypertension
    Wang, Shengyan
    Sun, Dejun
    Liu, Chuanchuan
    Guo, Yong
    Ma, Jie
    Ge, Ri-li
    Cui, Sen
    EXPERIMENTAL BIOLOGY AND MEDICINE, 2023, 248 (03) : 217 - 231
  • [4] Identification of Key Gene Modules in Human Osteosarcoma by Co-Expression Analysis Weighted Gene Co-Expression Network Analysis (WGCNA)
    Liu, Xiangsheng
    Hu, Ai-Xin
    Zhao, Jia-Li
    Chen, Feng-Li
    JOURNAL OF CELLULAR BIOCHEMISTRY, 2017, 118 (11) : 3953 - 3959
  • [5] Weighted Gene Co-Expression Network Analysis Reveals Hub Genes for Fuzz Development in Gossypium hirsutum
    Jiao, Yang
    Long, Yilei
    Xu, Kaixiang
    Zhao, Fuxiang
    Zhao, Jieyin
    Li, Shengmei
    Geng, Shiwei
    Gao, Wenju
    Sun, Peng
    Deng, Xiaojuan
    Chen, Quanjia
    Li, Chunpin
    Qu, Yanying
    GENES, 2023, 14 (01)
  • [6] Weighted gene Co-expression network analysis (WGCNA) reveals a set of hub genes related to chlorophyll metabolism process in chlorella (Chlorella vulgaris) response androstenedione
    Yu, Haiyang
    Du, Xinxin
    Zhao, Qiang
    Yin, Chunguang
    Song, Wenlu
    ENVIRONMENTAL POLLUTION, 2022, 306
  • [7] Weighted gene co-expression network analysis for hub genes in colorectal cancer
    Xu, Zheng
    Wang, Jianing
    Wang, Guosheng
    PHARMACOLOGICAL REPORTS, 2024, 76 (01) : 140 - 153
  • [8] Weighted gene co-expression network analysis of hub genes in lung adenocarcinoma
    Luo, Xuan
    Feng, Lei
    Xu, WenBo
    Bai, XueJing
    Wu, MengNa
    EVOLUTIONARY BIOINFORMATICS, 2021, 17
  • [9] Weighted gene co-expression network analysis for hub genes in colorectal cancer
    Zheng Xu
    Jianing Wang
    Guosheng Wang
    Pharmacological Reports, 2024, 76 : 140 - 153
  • [10] Weighted gene Co-expression network analysis (WGCNA) reveals a set of hub genes related to chlorophyll metabolism process in chlorella (Chlorella vulgaris) response androstenedione
    Yu, Haiyang
    Du, Xinxin
    Zhao, Qiang
    Yin, Chunguang
    Song, Wenlu
    Environmental Pollution, 2022, 306