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In silico analysis to identify novel ceRNA regulatory axes associated with gallbladder cancer
Neeraj Saklani1, Varnit Chauhan2, Javed Akhtar1
1Laboratory of Molecular Oncology, ICMR- National Institute of Pathology, New Delhi, India.
Abstract:
Competitive endogenous RNA (ceRNA) networks are reported to play a crucial role in regulating cancer-associated genes. Identification of novel ceRNA networks in gallbladder cancer (GBC) may improve the understanding of its pathogenesis and might yield useful leads on potential therapeutic targets for GBC. For this, a literature survey was done to identify differentially expressed lncRNAs (DELs), miRNAs (DEMs), mRNAs (DEGs) and proteins (DEPs) in GBC. Ingenuity pathway analysis (IPA) using DEMs, DEGs and DEPs in GBC identified 242 experimentally observed miRNA-mRNA interactions with 183 miRNA targets, of these 9 (CDX2, MTDH, TAGLN, TOP2A, TSPAN8, EZH2, TAGLN2, LMNB1, and PTMA) were reported at both mRNA and protein levels. Pathway analysis of 183 targets revealed p53 signaling among the top pathway. Protein-protein interaction (PPI) analysis of 183 targets using the STRING database and cytoHubba plug-in of Cytoscape software revealed 5 hub molecules, of which 3 of them (TP53, CCND1 and CTNNB1) were associated with the p53 signaling pathway. Further, using Diana tools and Cytoscape software, novel lncRNA-miRNA-mRNA networks regulating the expression of TP53, CCND1, CTNNB1, CDX2, MTDH, TOP2A, TSPAN8, EZH2, TAGLN2, LMNB1, and PTMA were constructed. These regulatory networks may be experimentally validated in GBC and explored for therapeutic applications.
Insights
Novel competitive endogenous RNA (ceRNA) networks were identified in gallbladder cancer (GBC). These networks regulate key cancer genes, offering potential therapeutic targets for GBC treatment.
Area of Science:
- Oncology
- Molecular Biology
- Bioinformatics
Background:
- Competitive endogenous RNA (ceRNA) networks are implicated in cancer gene regulation.
- Understanding ceRNA networks in gallbladder cancer (GBC) is crucial for elucidating pathogenesis and identifying therapeutic strategies.
Purpose of the Study:
- To identify novel ceRNA networks in GBC.
- To explore potential therapeutic targets for GBC based on these networks.
Main Methods:
- Literature survey to identify differentially expressed lncRNAs, miRNAs, mRNAs, and proteins in GBC.
- Ingenuity Pathway Analysis (IPA) and protein-protein interaction (PPI) analysis.
- Construction of lncRNA-miRNA-mRNA networks using Diana tools and Cytoscape.
Main Results:
- Identified 242 miRNA-mRNA interactions, with 183 miRNA targets, including 9 targets at both mRNA and protein levels.
- p53 signaling pathway identified as a top pathway, with TP53, CCND1, and CTNNB1 as key hub molecules.
- Novel lncRNA-miRNA-mRNA networks were constructed, regulating key genes like TP53, CCND1, and CDX2.
Conclusions:
- The identified ceRNA networks provide new insights into GBC regulation.
- These networks hold potential for experimental validation and therapeutic exploration in GBC.
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