Identification of lncRNA and weighted gene coexpression network analysis of germinating Rhizopus delemar causing mucormycosis

被引:0
|
作者
Kalita, Barsha [1 ]
Roy, Abhijeet [1 ]
Jayaprakash, Aiswarya [1 ]
Arunachalam, Annamalai [2 ]
Lakshmi, P. T., V [1 ]
机构
[1] Pondicherry Univ, Dept Bioinformat, Pondicherry, India
[2] Pondicherry Univ, Dept Food Sci & Technol, Pondicherry, India
关键词
Rhizopus delemar; mucormycosis; germination; WGCNA; Cazymes; lncRNA; eTM; CELL-WALL; MANNOSYLATION; BIOLOGY; ORYZAE; HISAT; RNAS;
D O I
10.1080/21501203.2023.2265414
中图分类号
Q93 [微生物学];
学科分类号
071005 ; 100705 ;
摘要
Rhizopus delemar, an opportunistic fungal pathogen, causes a highly fatal disease, mucormycosis. Spore germination is a crucial mechanism for disease pathogenesis. Thus, exploring the molecular mechanisms of fungal germination would underpin our knowledge of such transformation and, in turn, help control mucormycosis. To gain insight into the developmental process particularly associated with cell wall modification and synthesis, weighted gene co-expression network analysis (WGCNA) was performed including both coding and non-coding transcripts identified in the current study, to find out the module of interest in the germination stages. The module-trait relationship identified a particular module to have a high correlation only at the resting phase and further analysis revealed the module to be enriched for protein phosphorylation, carbohydrate metabolic process, and cellular response to stimulus. Moreover, co-expression network analysis of highly connected nodes revealed cell wall modifying enzymes, especially those involved in mannosylation, chitin-glucan crosslinking, and polygalacturonase activities co-expressing and interacting with the novel lncRNAs among which some of them predicted to be endogenous target mimic (eTM) lncRNAs. Hence, the present study provides an insight into the onset of spore germination and the information on the novel non-coding transcripts with key cell wall-related enzymes as potential targets against mucormycosis.
引用
收藏
页码:344 / 357
页数:14
相关论文
共 50 条
  • [1] Identification of molecular mechanisms causing skin lesions of cutaneous leishmaniasis using weighted gene coexpression network analysis (WGCNA)
    Momeni, Kavoos
    Ghorbian, Saeid
    Ahmadpour, Ehsan
    Sharifi, Rasoul
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [2] Identification of molecular mechanisms causing skin lesions of cutaneous leishmaniasis using weighted gene coexpression network analysis (WGCNA)
    Kavoos Momeni
    Saeid Ghorbian
    Ehsan Ahmadpour
    Rasoul Sharifi
    Scientific Reports, 13
  • [3] Identification of Prognostic Genes in Neuroblastoma in Children by Weighted Gene Coexpression Network Analysis
    Yang, Jun
    Zhang, Ying
    Zhou, Jiaying
    Wang, Shaohua
    BIOCHEMISTRY RESEARCH INTERNATIONAL, 2021, 2021
  • [4] Identification of breast cancer mechanism based on weighted gene coexpression network analysis
    X Guo
    H Xiao
    S Guo
    L Dong
    J Chen
    Cancer Gene Therapy, 2017, 24 : 333 - 341
  • [5] Identification of breast cancer mechanism based on weighted gene coexpression network analysis
    Guo, X.
    Xiao, H.
    Guo, S.
    Dong, L.
    Chen, J.
    CANCER GENE THERAPY, 2017, 24 (08) : 333 - 341
  • [6] Weighted Gene Coexpression Network Analysis: State of the Art
    Zhao, Wei
    Langfelder, Peter
    Fuller, Tova
    Dong, Jun
    Li, Ai
    Hovarth, Steve
    JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2010, 20 (02) : 281 - 300
  • [7] Weighted Gene Coexpression Network Analysis of Prostate Cancer
    Ma, Yinjiao
    Zhang, Lingling
    Geneus, Christian
    Gong, Haijun
    2015 IEEE 5TH INTERNATIONAL CONFERENCE ON COMPUTATIONAL ADVANCES IN BIO AND MEDICAL SCIENCES (ICCABS), 2015,
  • [8] Identification of hub miRNA biomarkers for bladder cancer by weighted gene coexpression network analysis
    Zhao, Feng
    Ge, Yu-Zheng
    Zhou, Liu-Hua
    Xu, Lu-Wei
    Xu, Zheng
    Ping, Wen-Wen
    Wang, Min
    Zhou, Chang-Cheng
    Wu, Ran
    Jia, Rui-Peng
    ONCOTARGETS AND THERAPY, 2017, 10 : 5551 - 5559
  • [9] Identification of Key Modules and Hub Genes of Keloids with Weighted Gene Coexpression Network Analysis
    Liu, Wenhui
    Huang, Xiaolu
    Liang, Xiao
    Zhou, Yiwen
    Li, Haizhou
    Yu, Qingxiong
    Li, Qingfeng
    PLASTIC AND RECONSTRUCTIVE SURGERY, 2017, 139 (02) : 376 - 390
  • [10] Identification of crucial genes in intracranial aneurysm based on weighted gene coexpression network analysis
    Zheng, X.
    Xue, C.
    Luo, G.
    Hu, Y.
    Luo, W.
    Sun, X.
    CANCER GENE THERAPY, 2015, 22 (05) : 238 - 245