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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
Alcohol consumption and breast tumor gene expression.
Jun Wang1,2, Yujing J Heng3, A Heather Eliassen4,5
1Department of Biostatistics and Epidemiology, School of Public Health and Health Sciences, University of Massachusetts Amherst, 715 N Pleasant Street, Amherst, MA, 01003, USA. junw@usc.edu.
Moderate alcohol intake (10+ grams/day) influences specific biological pathways in breast cancer, offering new insights into alcohol-related carcinogenesis. This study reveals distinct gene expression patterns in estrogen receptor-positive and negative tumors.
Area of Science:
- Oncology
- Molecular Biology
- Epidemiology
Background:
- Alcohol consumption is a known risk factor for breast cancer, particularly for estrogen receptor (ER)-positive tumors.
- The precise biological mechanisms linking alcohol intake to breast cancer remain incompletely understood.
Purpose of the Study:
- To investigate the molecular pathways affected by alcohol consumption in breast tumors.
- To identify specific gene expression changes associated with alcohol intake in ER-positive and ER-negative breast cancers.
Main Methods:
- Analysis of mRNA microarray data from 602 invasive breast tumors and 508 adjacent normal tissues from the Nurses' Health Study (NHS) and NHSII.
- Gene Set Enrichment Analysis (GSEA) to identify differentially expressed gene sets based on pre-diagnostic alcohol intake.
- Validation of findings using RNA sequencing data from The Cancer Genome Atlas (TCGA).
Main Results:
- No individual genes showed significant differential expression, but GSEA identified 33 (ER+) and 68 (ER-) pathway-defined gene sets associated with alcohol intake.
- In ER+ tumors, alcohol intake was linked to altered RNA metabolism, cell cycle regulation, DNA repair, and lipid metabolism.
- In ER- tumors, alcohol intake affected RNA processing, cell cycle, cytokine signaling (including interferon and TGF-β), and translation; lipid metabolism was also reduced.
Conclusions:
- Moderate alcohol consumption (≥10 grams/day) is associated with specific, reproducible biological pathway alterations in breast cancer.
- These findings provide novel insights into the molecular mechanisms of alcohol-related breast carcinogenesis.
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