Smoking, DNA Methylation, and Lung Function: a Mendelian Randomization Analysis to Investigate Causal Pathways

被引:39
作者
Jamieson, Emily [1 ,2 ]
Korologou-Linden, Roxanna [1 ,2 ]
Wootton, Robyn E. [1 ,3 ,4 ,5 ]
Guyatt, Anna L. [6 ]
Battram, Thomas [1 ,2 ]
Burrows, Kimberley [1 ,2 ]
Gaunt, Tom R. [1 ,2 ,4 ,5 ]
Tobin, Martin D. [6 ]
Munafo, Marcus [1 ,3 ,4 ,5 ]
Smith, George Davey [1 ,2 ,4 ,5 ]
Tilling, Kate [1 ,2 ]
Relton, Caroline [1 ,2 ]
Richardson, Tom G. [1 ,2 ]
Richmond, Rebecca C. [1 ,2 ]
机构
[1] Univ Bristol, MRC, Integrat Epidemiol Unit, Oakfield House, Bristol BS8 2BN, Avon, England
[2] Univ Bristol, Populat Hlth Sci, Bristol Med Sch, Oakfield House, Bristol BS8 2BN, Avon, England
[3] Univ Bristol, Sch Psychol Sci, 12a Priory Rd, Bristol BS8 1TU, Avon, England
[4] Univ Hosp Bristol Natl Hlth Serv Fdn Trust, Natl Inst Hlth Res Bristol Biomed Res Ctr, Bristol, Avon, England
[5] Univ Bristol, Bristol, Avon, England
[6] Univ Leicester, Dept Hlth Sci, Univ Rd, Leicester LE1 7RH, Leics, England
基金
英国惠康基金; 英国医学研究理事会; 英国经济与社会研究理事会; 英国生物技术与生命科学研究理事会; 芬兰科学院;
关键词
OBSTRUCTIVE PULMONARY-DISEASE; INSTRUMENTAL VARIABLES; GENETIC-VARIANTS; MEDIATION; BIAS; ASSOCIATION; RESOURCE; BEHAVIOR; LINKAGE;
D O I
10.1016/j.ajhg.2020.01.015
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Whether smoking-associated DNA methylation has a causal effect on lung function has not been thoroughly evaluated. We first investigated the causal effects of 474 smoking-associated CpGs on forced expiratory volume in 1 s (FEV1) in UK Biobank (n = 321,047) by using two-sample Mendelian randomization (MR) and then replicated this investigation in the SpiroMeta Consortium (n = 79,055). Second, we used two-step MR to investigate whether DNA methylation mediates the effect of smoking on FEV1. Lastly, we evaluated the presence of horizontal pleiotropy and assessed whether there is any evidence for shared causal genetic variants between lung function, DNA methylation, and gene expression by using a multiple-trait colocalization ("moloc") framework. We found evidence of a possible causal effect for DNA methylation on FEV1 at 18 CpGs (p < 1.2 x 10(-4)). Replication analysis supported a causal effect at three CpGs (cg21201401 [LIME1 and ZGPAT], cg19758448 [PGAP3], and cg12616487 [EML3 and AHNAK] [p < 0.0028]). DNA methylation did not clearly mediate the effect of smoking on FEV1, although DNA methylation at some sites might influence lung function via effects on smoking. By using "moloc", we found evidence of shared causal variants between lung function, gene expression, and DNA methylation. These findings highlight potential therapeutic targets for improving lung function and possibly smoking cessation, although larger, tissue-specific datasets are required to confirm these results.
引用
收藏
页码:315 / 326
页数:12
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