A whole-blood transcriptome meta-analysis identifies gene expression signatures of cigarette smoking

作者:Huan Tianxiao; Joehanes Roby; Schurmann Claudia; Schramm Katharina; Pilling Luke; Peters Marjolein; Maegi Reedik; DeMeo Dawn; OConnor George; Ferrucci Luigi; Teumer Alexander; Homuth Georg; Biffar Reiner; Voelker Uwe; Herder Christian; Waldenberger Melanie; Peters Annette; Zeilinger Sonja; Metspalu Andres; Hofman Albert; Uitterlinden Andre; Hernandez Dena; Singleton Andrew; Bandinelli Stefania; Munson Peter; Lin Honghuang; Benjamin Emelia; Esko Tonu; Grabe Hans
来源:Human Molecular Genetics, 2016, 25(21): 4611-4623.
DOI:10.1093/hmg/ddw288

摘要

Cigarette smoking is a leading modifiable cause of death worldwide. We hypothesized that cigarette smoking induces extensive transcriptomic changes that lead to target-organ damage and smoking-related diseases. We performed a meta-analysis of transcriptome-wide gene expression using whole blood-derived RNA from 10,233 participants of European ancestry in six cohorts (including 1421 current and 3955 former smokers) to identify associations between smoking and altered gene expression levels. At a false discovery rate (FDR)<0.1, we identified 1270 differentially expressed genes in current vs. never smokers, and 39 genes in former vs. never smokers. Expression levels of 12 genes remained elevated up to 30 years after smoking cessation, suggesting that the molecular consequence of smoking may persist for decades. Gene ontology analysis revealed enrichment of smoking-related genes for activation of platelets and lymphocytes, immune response, and apoptosis. Many of the top smoking-related differentially expressed genes, including LRRN3 and GPR15, have DNA methylation loci in promoter regions that were recently reported to be hypomethylated among smokers. By linking differential gene expression with smoking-related disease phenotypes, we demonstrated that stroke and pulmonary function show enrichment for smoking-related gene expression signatures. Mediation analysis revealed the expression of several genes (e.g. ALAS2) to be putative mediators of the associations between smoking and inflammatory biomarkers (IL6 and C-reactive protein levels). Our transcriptomic study provides potential insights into the effects of cigarette smoking on gene expression in whole blood and their relations to smoking-related diseases. The results of such analyses may highlight attractive targets for treating or preventing smoking-related health effects.

  • 出版日期2016-11-1
  • 单位MIT; NIH