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Mass Cytometry Analysis of Systemic and Local Immune Responses in Hepatocellular Carcinoma
Published on: April 25, 2025
An integrative meta-analysis of microRNAs in hepatocellular carcinoma
Mahmoud ElHefnawi1, Bangli Soliman1, Nourhan Abu-Shahba2
1Centre of Excellence for Advanced Sciences, Informatics and Systems Department, National Research Centre, Cairo 12622, Egypt.
Abstract:
We aimed to shed new light on the roles of microRNAs (miRNAs) in liver cancer using an integrative in silico bioinformatics analysis. A new protocol for target prediction and functional analysis is presented and applied to the 26 highly differentially deregulated miRNAs in hepatocellular carcinoma. This framework comprises: (1) the overlap of prediction results by four out of five target prediction tools, including TargetScan, PicTar, miRanda, DIANA-microT and miRDB (combining machine-learning, alignment, interaction energy and statistical tests in order to minimize false positives), (2) evidence from previous microarray analysis on the expression of these targets, (3) gene ontology (GO) and pathway enrichment analysis of the miRNA targets and their pathways and (4) linking these results to oncogenesis and cancer hallmarks. This yielded new insights into the roles of miRNAs in cancer hallmarks. Here we presented several key targets and hundreds of new targets that are significantly enriched in many new cancer-related hallmarks. In addition, we also revealed some known and new oncogenic pathways for liver cancer. These included the famous MAPK, TGFβ and cell cycle pathways. New insights were also provided into Wnt signaling, prostate cancer, axon guidance and oocyte meiosis pathways. These signaling and developmental pathways crosstalk to regulate stem cell transformation and implicate a role of miRNAs in hepatic stem cell deregulation and cancer development. By analyzing their complete interactome, we proposed new categorization for some of these miRNAs as either tumor-suppressors or oncomiRs with dual roles. Therefore some of these miRNAs may be addressed as therapeutic targets or used as therapeutic agents. Such dual roles thus expand the view of miRNAs as active maintainers of cellular homeostasis.
Insights
This study reveals novel roles for microRNAs (miRNAs) in liver cancer development and progression. We identified new miRNA targets and pathways, categorizing some miRNAs as tumor suppressors or oncomiRs for potential therapeutic strategies.
Area of Science:
- Bioinformatics
- Molecular Biology
- Oncology
Background:
- Hepatocellular carcinoma (HCC) is a major global health concern.
- The precise roles of microRNAs (miRNAs) in HCC pathogenesis remain incompletely understood.
Purpose of the Study:
- To elucidate the functions of differentially deregulated miRNAs in hepatocellular carcinoma.
- To identify novel miRNA targets and oncogenic pathways implicated in liver cancer.
- To categorize miRNAs as tumor suppressors or oncomiRs for therapeutic potential.
Main Methods:
- Developed a novel in silico bioinformatics framework for miRNA target prediction and functional analysis.
- Integrated predictions from five major miRNA target prediction tools (TargetScan, PicTar, miRanda, DIANA-microT, miRDB).
- Utilized gene ontology, pathway enrichment analysis, and microarray data to link miRNAs to cancer hallmarks and oncogenesis.
Main Results:
- Identified hundreds of new miRNA targets significantly enriched in cancer-related hallmarks.
- Revealed known (MAPK, TGFβ, cell cycle) and novel oncogenic pathways in liver cancer, including Wnt signaling and axon guidance.
- Proposed a new categorization of miRNAs as tumor suppressors or oncomiRs with dual roles based on interactome analysis.
Conclusions:
- MicroRNAs play critical roles in regulating stem cell transformation and hepatic stem cell deregulation in liver cancer.
- Identified miRNAs with dual roles, suggesting their potential as therapeutic targets or agents.
- This study expands the understanding of miRNAs in maintaining cellular homeostasis and their implications in cancer development.
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