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Molecular Biology Networks and Key Gene Regulators for Inflammatory Biomarkers Shared by Breast Cancer Development: Multi-Omics Systems Analysis
- Source :
- Biomolecules, Volume 11, Issue 9, Biomolecules, Vol 11, Iss 1379, p 1379 (2021), Biomolecules, vol 11, iss 9
- Publication Year :
- 2021
- Publisher :
- Multidisciplinary Digital Publishing Institute, 2021.
-
Abstract
- As key inflammatory biomarkers C-reactive protein (CRP) and interleukin-6 (IL6) play an important role in the pathogenesis of non-inflammatory diseases, including specific cancers, such as breast cancer (BC). Previous genome-wide association studies (GWASs) have neither explained the large proportion of genetic heritability nor provided comprehensive understanding of the underlying regulatory mechanisms. We adopted an integrative genomic network approach by incorporating our previous GWAS data for CRP and IL6 with multi-omics datasets, such as whole-blood expression quantitative loci, molecular biologic pathways, and gene regulatory networks to capture the full range of genetic functionalities associated with CRP/IL6 and tissue-specific key drivers (KDs) in gene subnetworks. We applied another systematic genomics approach for BC development to detect shared gene sets in enriched subnetworks across BC and CRP/IL6. We detected the topmost significant common pathways across CRP/IL6 (e.g., immune regulatory<br />chemokines and their receptors<br />interferon γ, JAK-STAT, and ERBB4 signaling), several of which overlapped with BC pathways. Further, in gene–gene interaction networks enriched by those topmost pathways, we identified KDs—both well-established (e.g., JAK1/2/3, STAT3) and novel (e.g., CXCR3, CD3D, CD3G, STAT6)—in a tissue-specific manner, for mechanisms shared in regulating CRP/IL6 and BC risk. Our study may provide robust, comprehensive insights into the mechanisms of CRP/IL6 regulation and highlight potential novel genetic targets as preventive and therapeutic strategies for associated disorders, such as BC.
- Subjects :
- CRP/IL6
Carcinogenesis
Gene regulatory network
Biochemistry
2.1 Biological and endogenous factors
Gene Regulatory Networks
Protein Interaction Maps
Aetiology
ERBB4
Cancer
STAT6
Tumor
system biology
Genomics
QR1-502
C-Reactive Protein
Phenotype
Liver
Organ Specificity
gene network
Female
multi-omics integration
Biotechnology
Signal Transduction
Systems biology
Breast Neoplasms
Computational biology
Biology
Microbiology
Article
Breast cancer
breast cancer
Genetics
Biomarkers, Tumor
medicine
Humans
key drivers
Molecular Biology
Gene
Genetic association
Inflammation
Interleukin-6
Prevention
Inflammatory and immune system
Human Genome
medicine.disease
Good Health and Well Being
Biochemistry and Cell Biology
molecular pathways
Biomarkers
Subjects
Details
- Language :
- English
- ISSN :
- 2218273X
- Database :
- OpenAIRE
- Journal :
- Biomolecules
- Accession number :
- edsair.doi.dedup.....f6e0fca8cc1e8d9509e40bf2e497165d
- Full Text :
- https://doi.org/10.3390/biom11091379