Related Experiment Video
Updated: Oct 18, 2025

07:41
Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
9.2K
Molecular Biology Networks and Key Gene Regulators for Inflammatory Biomarkers Shared by Breast Cancer Development:
Su Yon Jung1,2, Jeanette C Papp2,3, Matteo Pellegrini4
1Translational Sciences Section, School of Nursing, University of California, Los Angeles, CA 90095, USA.
Biomolecules
|September 28, 2021
Summary
This study reveals shared genetic mechanisms between inflammatory biomarkers C-reactive protein (CRP) and interleukin-6 (IL6) and breast cancer (BC) risk. Novel key drivers were identified for potential therapeutic targets.
Area of Science:
- Genomics
- Molecular Biology
- Cancer Research
Background:
- C-reactive protein (CRP) and interleukin-6 (IL6) are key inflammatory biomarkers implicated in non-inflammatory diseases, including breast cancer (BC).
- Previous genome-wide association studies (GWASs) have not fully explained the genetic heritability or regulatory mechanisms of CRP/IL6 and their link to BC.
- A comprehensive understanding of shared genetic underpinnings is needed for developing targeted preventive and therapeutic strategies.
Purpose of the Study:
- To integrate multi-omics data with GWAS findings to identify shared genetic regulatory mechanisms between CRP/IL6 and BC.
- To detect tissue-specific key drivers (KDs) involved in the pathogenesis of both CRP/IL6 regulation and BC risk.
- To uncover novel genetic targets for the prevention and treatment of BC and other associated disorders.
Main Methods:
- An integrative genomic network approach combining GWAS data for CRP/IL6 with whole-blood expression quantitative loci, pathways, and gene regulatory networks.
- Systematic genomics analysis for BC development to identify shared gene sets in enriched subnetworks.
- Gene-gene interaction network analysis to identify key drivers (KDs) in shared pathways.
Main Results:
- Identified significant common pathways shared between CRP/IL6 and BC, including immune regulation, chemokine signaling, and JAK-STAT signaling.
- Detected tissue-specific key drivers (KDs) in gene-gene interaction networks, including well-established (JAK1/2/3, STAT3) and novel (CXCR3, CD3D, CD3G, STAT6) players.
- Established shared mechanisms regulating CRP/IL6 and BC risk through identified KDs.
Conclusions:
- The study provides comprehensive insights into the regulatory mechanisms of CRP/IL6 and their shared genetic basis with BC.
- Identified novel genetic targets (KDs) that could be leveraged for preventive and therapeutic strategies against BC and related conditions.
- Highlights the utility of integrative genomic network approaches for dissecting complex disease etiologies.
Keywords:
CRP/IL6breast cancergene networkkey driversmolecular pathwaysmulti-omics integrationsystem biology
