Identification of novel differentially methylated sites with potential as clinical predictors of impaired respiratory function and COPD

被引:19
作者
Bermingham, Mairead L. [1 ]
Walker, Rosie M. [1 ]
Marioni, Riccardo E. [1 ,2 ]
Morris, Stewart W. [1 ]
Rawlik, Konrad [3 ,4 ]
Zeng, Yanni [5 ]
Campbell, Archie [1 ,6 ]
Redmond, Paul [7 ]
Whalley, Heather C. [7 ]
Adams, Mark J. [7 ]
Hayward, Caroline [5 ]
Deary, Ian J. [2 ,7 ]
Porteous, David J. [1 ,2 ]
McIntosh, Andrew M. [1 ,2 ,7 ]
Evans, Kathryn L. [1 ,2 ]
机构
[1] Univ Edinburgh, Inst Genet & Mol Med, Ctr Genom & Expt Med, Edinburgh, Midlothian, Scotland
[2] Univ Edinburgh, Ctr Cognit Ageing & Cognit Epidemiol, Edinburgh, Midlothian, Scotland
[3] Univ Edinburgh, Roslin Inst, Div Genet & Gen, Roslin, Midlothian, Scotland
[4] Univ Edinburgh, Royal Dick Sch Vet Studies, Roslin, Midlothian, Scotland
[5] Univ Edinburgh, Inst Genet & Mol Med, Med Res Council Human Genet Unit, Edinburgh, Midlothian, Scotland
[6] Univ Edinburgh, Usher Inst Populat Hlth Sci & Informat, Edinburgh, Midlothian, Scotland
[7] Univ Edinburgh, Royal Edinburgh Hosp, Div Psychiat, Edinburgh, Midlothian, Scotland
来源
EBIOMEDICINE | 2019年 / 43卷
基金
英国惠康基金;
关键词
OBSTRUCTIVE PULMONARY-DISEASE; ADULT LUNG-FUNCTION; DNA METHYLATION; WIDE ASSOCIATION; GENE-EXPRESSION; SMOKING; BLOOD; SOCS3; AGE;
D O I
10.1016/j.ebiom.2019.03.072
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: The causes of poor respiratory function and COPD are incompletely understood, but it is clear that genes and the environment play a role. As DNA methylation is under both genetic and environmental control, we hypothesised that investigation of differential methylation associated with these phenotypes would permit mechanistic insights, and improve prediction of COPD. We investigated genome-wide differential DNA methylation patterns using the recently released 850 K Illumina EPIC array. This is the largest single population, whole-genome epigenetic study to date. Methods: Epigenome-wide association studies (EWASs) of respiratory function and COPD were performed in peripheral blood samples from the Generation Scotland: Scottish Family Health Study (GS:SFHS) cohort (n = 3781: 274 COPD cases and 2919 controls). In independent COPD incidence data (n = 149), significantly differentially methylated sites (DMSs; p < 3.6 x 10(-8)) were evaluated for their added predictive power when added to a model including clinical variables, age, sex, height and smoking history using receiver operating characteristic analysis. The Lothian Birth Cohort 1936 (LBC1936) was used to replicate association (n = 895) and prediction = 178) results. Findings: We identified 28 respiratory function and/or COPD associated DMSs, which mapped to genes involved in alternative splicing. JAK-SPAT signalling, and axon guidance. In prediction analyses, we observed significant improvement in discrimination between COPD cases and controls (p < .05) in independent GS:SFHS (p = .016) and LBC1936 (p = .010) datasets by adding DMSs to a clinical model. Interpretation: Identification of novel DMSs has provided insight into the molecular mechanisms regulating respiratory function and aided prediction of COPD risk Further studies are needed to assess the causality and clinical utility of identified associations. (C) 2019 The Authors. Published by Elsevier B.V.
引用
收藏
页码:576 / 586
页数:11
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