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Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
Integrative Bioinformatics Analysis of hsa-miR-21 in Breast Cancer Reveals a Prognostic Hub-Gene Signature
Maria Rosaria Tumolo1, Luana Conte2,3, Roberto Guarino4
1Institute for Research on Population & Social Policies, Research Unit of Brindisi, National Research Council, 72100 Brindisi, Italy.
This study reveals key genes regulated by microRNA-21 in breast cancer (BC). A network signature of these genes, not miR-21 alone, shows strong prognostic value for BC patients.
Area of Science:
- Oncology
- Bioinformatics
- Molecular Biology
Background:
- Breast cancer (BC) is a leading cause of cancer mortality globally.
- hsa-miR-21 is an oncogenic microRNA implicated in tumorigenesis, but its regulatory network in BC is not fully understood.
Purpose of the Study:
- To characterize the molecular pathways and prognostic impact of hsa-miR-21 in breast cancer using an integrative bioinformatics approach.
- To identify key regulatory genes and pathways associated with hsa-miR-21 in BC.
- To evaluate the prognostic value of a network-based biomarker signature.
Main Methods:
- Integrated bioinformatics analysis using miRTarBase, STRING, Cytoscape, DAVID, and Kaplan-Meier Plotter.
- Construction of a high-confidence protein-protein interaction network of hsa-miR-21 targets.
- Functional enrichment analysis (Gene Ontology, KEGG pathways) and survival analysis in large BC cohorts (METABRIC, TCGA).
Main Results:
- Identified 12 hub genes central to apoptosis, proliferation, immune signaling, and transcriptional control.
- Discovered enrichment in cancer-related, immune, and metabolic pathways, indicating a pleiotropic role for miR-21.
- A composite hub-gene signature, unlike miR-21 alone, demonstrated significant prognostic value for overall survival in breast cancer.
Conclusions:
- Network-level analysis is crucial for understanding the clinical relevance of microRNAs like hsa-miR-21 in breast cancer.
- A novel hub-gene signature shows promise as a prognostic biomarker for breast cancer.
- This study provides a framework for dissecting miRNA regulatory networks and their clinical impact.
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