Literature DB >> 30740764

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

Margaret M Parker1, Sharon M Lutz2, Brian D Hobbs1,3, Robert Busch1,3, MerryLynn N McDonald4, Peter J Castaldi1,5, Terri H Beaty6, John E Hokanson7, Edwin K Silverman1,3, Michael H Cho1,3.   

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.
© 2019 Wiley Periodicals, Inc.

Entities:  

Keywords:  COPD; GWAS; causal inference; emphysema; mediation; pleiotropy

Mesh:

Year:  2019        PMID: 30740764      PMCID: PMC6416067          DOI: 10.1002/gepi.22192

Source DB:  PubMed          Journal:  Genet Epidemiol        ISSN: 0741-0395            Impact factor:   2.135


  46 in total

1.  Genetic variants on 15q25.1, smoking, and lung cancer: an assessment of mediation and interaction.

Authors:  Tyler J VanderWeele; Kofi Asomaning; Eric J Tchetgen Tchetgen; Younghun Han; Margaret R Spitz; Sanjay Shete; Xifeng Wu; Valerie Gaborieau; Ying Wang; John McLaughlin; Rayjean J Hung; Paul Brennan; Christopher I Amos; David C Christiani; Xihong Lin
Journal:  Am J Epidemiol       Date:  2012-02-03       Impact factor: 4.897

Review 2.  What can mendelian randomisation tell us about modifiable behavioural and environmental exposures?

Authors:  George Davey Smith; Shah Ebrahim
Journal:  BMJ       Date:  2005-05-07

3.  Principal components analysis corrects for stratification in genome-wide association studies.

Authors:  Alkes L Price; Nick J Patterson; Robert M Plenge; Michael E Weinblatt; Nancy A Shadick; David Reich
Journal:  Nat Genet       Date:  2006-07-23       Impact factor: 38.330

4.  Alpha-nicotinic acetylcholine receptor and tobacco smoke exposure: effects on bronchial hyperresponsiveness in children.

Authors:  Tale M Torjussen; Karin C Lødrup Carlsen; Monica C Munthe-Kaas; Petter Mowinckel; Kai-Håkon Carlsen; Peter J Helms; Jorrit Gerritsen; Moira K Whyte; Warren Lenney; Dag E Undlien; Kevin V Shianna; Guohua Zhu; Sreekumar G Pillai
Journal:  Pediatr Allergy Immunol       Date:  2011-10-21       Impact factor: 6.377

5.  A Genome-Wide Association Study of Emphysema and Airway Quantitative Imaging Phenotypes.

Authors:  Michael H Cho; Peter J Castaldi; Craig P Hersh; Brian D Hobbs; R Graham Barr; Ruth Tal-Singer; Per Bakke; Amund Gulsvik; Raúl San José Estépar; Edwin J R Van Beek; Harvey O Coxson; David A Lynch; George R Washko; Nan M Laird; James D Crapo; Terri H Beaty; Edwin K Silverman
Journal:  Am J Respir Crit Care Med       Date:  2015-09-01       Impact factor: 21.405

6.  A general approach to testing for pleiotropy with rare and common variants.

Authors:  Sharon M Lutz; Tasha E Fingerlin; John E Hokanson; Christoph Lange
Journal:  Genet Epidemiol       Date:  2016-11-30       Impact factor: 2.135

7.  The prediction of small airway dimensions using computed tomography.

Authors:  Yasutaka Nakano; Jonathan C Wong; Pim A de Jong; Lilliana Buzatu; Taishi Nagao; Harvey O Coxson; W Mark Elliott; James C Hogg; Peter D Paré
Journal:  Am J Respir Crit Care Med       Date:  2004-10-29       Impact factor: 21.405

Review 8.  Pleiotropy in complex traits: challenges and strategies.

Authors:  Nadia Solovieff; Chris Cotsapas; Phil H Lee; Shaun M Purcell; Jordan W Smoller
Journal:  Nat Rev Genet       Date:  2013-06-11       Impact factor: 53.242

9.  Chronic obstructive pulmonary disease exacerbations in the COPDGene study: associated radiologic phenotypes.

Authors:  Meilan K Han; Ella A Kazerooni; David A Lynch; Lyrica X Liu; Susan Murray; Jeffrey L Curtis; Gerard J Criner; Victor Kim; Russell P Bowler; Nicola A Hanania; Antonio R Anzueto; Barry J Make; John E Hokanson; James D Crapo; Edwin K Silverman; Fernando J Martinez; George R Washko
Journal:  Radiology       Date:  2011-07-25       Impact factor: 11.105

10.  Mitochondrial iron chelation ameliorates cigarette smoke-induced bronchitis and emphysema in mice.

Authors:  Suzanne M Cloonan; Kimberly Glass; Maria E Laucho-Contreras; Abhiram R Bhashyam; Morgan Cervo; Maria A Pabón; Csaba Konrad; Francesca Polverino; Ilias I Siempos; Elizabeth Perez; Kenji Mizumura; Manik C Ghosh; Harikrishnan Parameswaran; Niamh C Williams; Kristen T Rooney; Zhi-Hua Chen; Monica P Goldklang; Guo-Cheng Yuan; Stephen C Moore; Dawn L Demeo; Tracey A Rouault; Jeanine M D'Armiento; Eric A Schon; Giovanni Manfredi; John Quackenbush; Ashfaq Mahmood; Edwin K Silverman; Caroline A Owen; Augustine M K Choi
Journal:  Nat Med       Date:  2016-01-11       Impact factor: 53.440

View more
  1 in total

1.  A Novel Method for Mendelian Randomization Analyses With Pleiotropy and Linkage Disequilibrium in Genetic Variants From Individual Data.

Authors:  Yuquan Wang; Tingting Li; Liwan Fu; Siqian Yang; Yue-Qing Hu
Journal:  Front Genet       Date:  2021-07-12       Impact factor: 4.599

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.