Molecular Biology Networks and Key Gene Regulators for Inflammatory Biomarkers Shared by Breast Cancer Development: Multi-Omics Systems Analysis

被引:2
作者
Jung, Su Yon [1 ,2 ]
Papp, Jeanette C. [2 ,3 ]
Pellegrini, Matteo [4 ]
Yu, Herbert [5 ]
Sobel, Eric M. [3 ,6 ]
机构
[1] Univ Calif Los Angeles, Translat Sci Sect, Sch Nursing, Los Angeles, CA 90095 USA
[2] Univ Calif Los Angeles, Jonsson Comprehens Canc Ctr, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA 90095 USA
[4] Univ Calif Los Angeles, Life Sci Div, Dept Mol Cell & Dev Biol, Los Angeles, CA 90095 USA
[5] Univ Hawaii, Canc Epidemiol Program, Canc Ctr, Honolulu, HI 96813 USA
[6] Univ Calif Los Angeles, David Geffen Sch Med, Dept Computat Med, Los Angeles, CA 90095 USA
基金
美国国家卫生研究院;
关键词
CRP/IL6; breast cancer; multi-omics integration; system biology; molecular pathways; gene network; key drivers; C-REACTIVE PROTEIN; INTERFERON-GAMMA; IMMUNE REGULATION; RISK; PATHWAYS; RECEPTOR; DISEASE; OBESITY; TISSUE; WOMEN;
D O I
10.3390/biom11091379
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
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; chemokines and their receptors; interferon gamma, 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.
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页数:19
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