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评估与慢性阻塞性肺疾病相关基因位点的多效性和中介作用。

Assessing pleiotropy and mediation in genetic loci associated with chronic obstructive pulmonary disease.

作者信息

Parker Margaret M, Lutz Sharon M, Hobbs Brian D, Busch Robert, McDonald MerryLynn N, Castaldi Peter J, Beaty Terri H, Hokanson John E, Silverman Edwin K, Cho Michael H

机构信息

Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Massachusetts.

Department of Biostatistics and Informatics, University of Colorado, Anschutz Medical Campus, Denver, Colorado.

出版信息

Genet Epidemiol. 2019 Apr;43(3):318-329. doi: 10.1002/gepi.22192. Epub 2019 Feb 11.

Abstract

Genetic association studies have increasingly recognized variant effects on multiple phenotypes. Chronic obstructive pulmonary disease (COPD) is a heterogeneous disease with environmental and genetic causes. Multiple genetic variants have been associated with COPD, many of which show significant associations to additional phenotypes. However, it is unknown if these associations represent biological pleiotropy or if they exist through correlation of related phenotypes ("mediated pleiotropy"). Using 6,670 subjects from the COPDGene study, we describe the association of known COPD susceptibility loci with other COPD-related phenotypes and distinguish if these act directly on the phenotypes (i.e., biological pleiotropy) or if the association is due to correlation (i.e., mediated pleiotropy). We identified additional associated phenotypes for 13 of 25 known COPD loci. Tests for pleiotropy between genotype and associated outcomes were significant for all loci. In cases of significant pleiotropy, we performed mediation analysis to test if SNPs had a direct association to phenotype. Most loci showed a mediated effect through the hypothesized causal pathway. However, many loci also had direct associations, suggesting causal explanations (i.e., emphysema leading to reduced lung function) are incomplete. Our results highlight the high degree of pleiotropy in complex disease-associated loci and provide novel insights into the mechanisms underlying COPD.

摘要

基因关联研究越来越多地认识到基因变异对多种表型的影响。慢性阻塞性肺疾病(COPD)是一种具有环境和遗传病因的异质性疾病。多种基因变异与COPD相关,其中许多与其他表型也存在显著关联。然而,尚不清楚这些关联是代表生物学多效性,还是通过相关表型的相关性而存在(“介导多效性”)。我们使用来自COPDGene研究的6670名受试者,描述了已知的COPD易感基因座与其他COPD相关表型的关联,并区分这些关联是直接作用于表型(即生物学多效性),还是由于相关性所致(即介导多效性)。我们为25个已知的COPD基因座中的13个确定了额外的相关表型。对所有基因座进行的基因分型与相关结局之间的多效性检验均具有显著性。在存在显著多效性的情况下,我们进行了中介分析,以检验单核苷酸多态性(SNP)是否与表型存在直接关联。大多数基因座通过假设的因果途径显示出介导效应。然而,许多基因座也存在直接关联,这表明因果解释(即肺气肿导致肺功能下降)并不完整。我们的结果突出了复杂疾病相关基因座中的高度多效性,并为COPD的潜在机制提供了新的见解。

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