Literature DB >> 29547942

Leveraging lung tissue transcriptome to uncover candidate causal genes in COPD genetic associations.

Maxime Lamontagne1, Jean-Christophe Bérubé1, Ma'en Obeidat2, Michael H Cho3,4, Brian D Hobbs3,4, Phuwanat Sakornsakolpat3,4, Kim de Jong5,6, H Marike Boezen5,6, David Nickle7, Ke Hao8, Wim Timens9, Maarten van den Berge10, Philippe Joubert1,11, Michel Laviolette1, Don D Sin2,12, Peter D Paré2,12, Yohan Bossé1,13.   

Abstract

Causal genes of chronic obstructive pulmonary disease (COPD) remain elusive. The current study aims at integrating genome-wide association studies (GWAS) and lung expression quantitative trait loci (eQTL) data to map COPD candidate causal genes and gain biological insights into the recently discovered COPD susceptibility loci. Two complementary genomic datasets on COPD were studied. First, the lung eQTL dataset which included whole-genome gene expression and genotyping data from 1038 individuals. Second, the largest COPD GWAS to date from the International COPD Genetics Consortium (ICGC) with 13 710 cases and 38 062 controls. Methods that integrated GWAS with eQTL signals including transcriptome-wide association study (TWAS), colocalization and Mendelian randomization-based (SMR) approaches were used to map causality genes, i.e. genes with the strongest evidence of being the functional effector at specific loci. These methods were applied at the genome-wide level and at COPD risk loci derived from the GWAS literature. Replication was performed using lung data from GTEx. We collated 129 non-overlapping risk loci for COPD from the GWAS literature. At the genome-wide scale, 12 new COPD candidate genes/loci were revealed and six replicated in GTEx including CAMK2A, DMPK, MYO15A, TNFRSF10A, BTN3A2 and TRBV30. In addition, we mapped candidate causal genes for 60 out of the 129 GWAS-nominated loci and 23 of them were replicated in GTEx. Mapping candidate causal genes in lung tissue represents an important contribution to the genetics of COPD, enriches our biological interpretation of GWAS findings, and brings us closer to clinical translation of genetic associations.

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Year:  2018        PMID: 29547942      PMCID: PMC5932553          DOI: 10.1093/hmg/ddy091

Source DB:  PubMed          Journal:  Hum Mol Genet        ISSN: 0964-6906            Impact factor:   6.150


  31 in total

1.  Cross-tissue and tissue-specific eQTLs: partitioning the heritability of a complex trait.

Authors:  Jason M Torres; Eric R Gamazon; Esteban J Parra; Jennifer E Below; Adan Valladares-Salgado; Niels Wacher; Miguel Cruz; Craig L Hanis; Nancy J Cox
Journal:  Am J Hum Genet       Date:  2014-10-30       Impact factor: 11.025

2.  Colocalization of GWAS and eQTL Signals Detects Target Genes.

Authors:  Farhad Hormozdiari; Martijn van de Bunt; Ayellet V Segrè; Xiao Li; Jong Wha J Joo; Michael Bilow; Jae Hoon Sul; Sriram Sankararaman; Bogdan Pasaniuc; Eleazar Eskin
Journal:  Am J Hum Genet       Date:  2016-11-17       Impact factor: 11.025

Review 3.  The Projected Epidemic of Chronic Obstructive Pulmonary Disease Hospitalizations over the Next 15 Years. A Population-based Perspective.

Authors:  Amir Khakban; Don D Sin; J Mark FitzGerald; Bruce M McManus; Raymond Ng; Zsuzsanna Hollander; Mohsen Sadatsafavi
Journal:  Am J Respir Crit Care Med       Date:  2017-02-01       Impact factor: 21.405

4.  Genetic regulation of gene expression in the lung identifies CST3 and CD22 as potential causal genes for airflow obstruction.

Authors:  Maxime Lamontagne; Wim Timens; Ke Hao; Yohan Bossé; Michel Laviolette; Katrina Steiling; Joshua D Campbell; Christian Couture; Massimo Conti; Karen Sherwood; James C Hogg; Corry-Anke Brandsma; Maarten van den Berge; Andrew Sandford; Stephen Lam; Marc E Lenburg; Avrum Spira; Peter D Paré; David Nickle; Don D Sin; Dirkje S Postma
Journal:  Thorax       Date:  2014-09-02       Impact factor: 9.139

5.  Integrative approaches for large-scale transcriptome-wide association studies.

Authors:  Alexander Gusev; Arthur Ko; Huwenbo Shi; Gaurav Bhatia; Wonil Chung; Brenda W J H Penninx; Rick Jansen; Eco J C de Geus; Dorret I Boomsma; Fred A Wright; Patrick F Sullivan; Elina Nikkola; Marcus Alvarez; Mete Civelek; Aldons J Lusis; Terho Lehtimäki; Emma Raitoharju; Mika Kähönen; Ilkka Seppälä; Olli T Raitakari; Johanna Kuusisto; Markku Laakso; Alkes L Price; Päivi Pajukanta; Bogdan Pasaniuc
Journal:  Nat Genet       Date:  2016-02-08       Impact factor: 38.330

6.  Developing COPD: a 25 year follow up study of the general population.

Authors:  A Løkke; P Lange; H Scharling; P Fabricius; J Vestbo
Journal:  Thorax       Date:  2006-11       Impact factor: 9.139

7.  A genome-wide association study of COPD identifies a susceptibility locus on chromosome 19q13.

Authors:  Michael H Cho; Peter J Castaldi; Emily S Wan; Mateusz Siedlinski; Craig P Hersh; Dawn L Demeo; Blanca E Himes; Jody S Sylvia; Barbara J Klanderman; John P Ziniti; Christoph Lange; Augusto A Litonjua; David Sparrow; Elizabeth A Regan; Barry J Make; John E Hokanson; Tanda Murray; Jacqueline B Hetmanski; Sreekumar G Pillai; Xiangyang Kong; Wayne H Anderson; Ruth Tal-Singer; David A Lomas; Harvey O Coxson; Lisa D Edwards; William MacNee; Jørgen Vestbo; Julie C Yates; Alvar Agusti; Peter M A Calverley; Bartolome Celli; Courtney Crim; Stephen Rennard; Emiel Wouters; Per Bakke; Amund Gulsvik; James D Crapo; Terri H Beaty; Edwin K Silverman
Journal:  Hum Mol Genet       Date:  2011-11-11       Impact factor: 6.150

8.  Genome-wide association analysis identifies six new loci associated with forced vital capacity.

Authors:  Daan W Loth; María Soler Artigas; Sina A Gharib; Louise V Wain; Nora Franceschini; Beate Koch; Tess D Pottinger; Albert Vernon Smith; Qing Duan; Chris Oldmeadow; Mi Kyeong Lee; David P Strachan; Alan L James; Jennifer E Huffman; Veronique Vitart; Adaikalavan Ramasamy; Nicholas J Wareham; Jaakko Kaprio; Xin-Qun Wang; Holly Trochet; Mika Kähönen; Claudia Flexeder; Eva Albrecht; Lorna M Lopez; Kim de Jong; Bharat Thyagarajan; Alexessander Couto Alves; Stefan Enroth; Ernst Omenaas; Peter K Joshi; Tove Fall; Ana Viñuela; Lenore J Launer; Laura R Loehr; Myriam Fornage; Guo Li; Jemma B Wilk; Wenbo Tang; Ani Manichaikul; Lies Lahousse; Tamara B Harris; Kari E North; Alicja R Rudnicka; Jennie Hui; Xiangjun Gu; Thomas Lumley; Alan F Wright; Nicholas D Hastie; Susan Campbell; Rajesh Kumar; Isabelle Pin; Robert A Scott; Kirsi H Pietiläinen; Ida Surakka; Yongmei Liu; Elizabeth G Holliday; Holger Schulz; Joachim Heinrich; Gail Davies; Judith M Vonk; Mary Wojczynski; Anneli Pouta; Asa Johansson; Sarah H Wild; Erik Ingelsson; Fernando Rivadeneira; Henry Völzke; Pirro G Hysi; Gudny Eiriksdottir; Alanna C Morrison; Jerome I Rotter; Wei Gao; Dirkje S Postma; Wendy B White; Stephen S Rich; Albert Hofman; Thor Aspelund; David Couper; Lewis J Smith; Bruce M Psaty; Kurt Lohman; Esteban G Burchard; André G Uitterlinden; Melissa Garcia; Bonnie R Joubert; Wendy L McArdle; A Bill Musk; Nadia Hansel; Susan R Heckbert; Lina Zgaga; Joyce B J van Meurs; Pau Navarro; Igor Rudan; Yeon-Mok Oh; Susan Redline; Deborah L Jarvis; Jing Hua Zhao; Taina Rantanen; George T O'Connor; Samuli Ripatti; Rodney J Scott; Stefan Karrasch; Harald Grallert; Nathan C Gaddis; John M Starr; Cisca Wijmenga; Ryan L Minster; David J Lederer; Juha Pekkanen; Ulf Gyllensten; Harry Campbell; Andrew P Morris; Sven Gläser; Christopher J Hammond; Kristin M Burkart; John Beilby; Stephen B Kritchevsky; Vilmundur Gudnason; Dana B Hancock; O Dale Williams; Ozren Polasek; Tatijana Zemunik; Ivana Kolcic; Marcy F Petrini; Matthias Wjst; Woo Jin Kim; David J Porteous; Generation Scotland; Blair H Smith; Anne Viljanen; Markku Heliövaara; John R Attia; Ian Sayers; Regina Hampel; Christian Gieger; Ian J Deary; H Marike Boezen; Anne Newman; Marjo-Riitta Jarvelin; James F Wilson; Lars Lind; Bruno H Stricker; Alexander Teumer; Timothy D Spector; Erik Melén; Marjolein J Peters; Leslie A Lange; R Graham Barr; Ken R Bracke; Fien M Verhamme; Joohon Sung; Pieter S Hiemstra; Patricia A Cassano; Akshay Sood; Caroline Hayward; Josée Dupuis; Ian P Hall; Guy G Brusselle; Martin D Tobin; Stephanie J London
Journal:  Nat Genet       Date:  2014-06-15       Impact factor: 38.330

9.  The NHGRI GWAS Catalog, a curated resource of SNP-trait associations.

Authors:  Danielle Welter; Jacqueline MacArthur; Joannella Morales; Tony Burdett; Peggy Hall; Heather Junkins; Alan Klemm; Paul Flicek; Teri Manolio; Lucia Hindorff; Helen Parkinson
Journal:  Nucleic Acids Res       Date:  2013-12-06       Impact factor: 16.971

10.  Molecular mechanisms underlying variations in lung function: a systems genetics analysis.

Authors:  Ma'en Obeidat; Ke Hao; Yohan Bossé; David C Nickle; Yunlong Nie; Dirkje S Postma; Michel Laviolette; Andrew J Sandford; Denise D Daley; James C Hogg; W Mark Elliott; Nick Fishbane; Wim Timens; Pirro G Hysi; Jaakko Kaprio; James F Wilson; Jennie Hui; Rajesh Rawal; Holger Schulz; Beate Stubbe; Caroline Hayward; Ozren Polasek; Marjo-Riitta Järvelin; Jing Hua Zhao; Deborah Jarvis; Mika Kähönen; Nora Franceschini; Kari E North; Daan W Loth; Guy G Brusselle; Albert Vernon Smith; Vilmundur Gudnason; Traci M Bartz; Jemma B Wilk; George T O'Connor; Patricia A Cassano; Wenbo Tang; Louise V Wain; María Soler Artigas; Sina A Gharib; David P Strachan; Don D Sin; Martin D Tobin; Stephanie J London; Ian P Hall; Peter D Paré
Journal:  Lancet Respir Med       Date:  2015-09-21       Impact factor: 30.700

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  16 in total

1.  Transcriptome-wide association study reveals candidate causal genes for lung cancer.

Authors:  Yohan Bossé; Zhonglin Li; Jun Xia; Venkata Manem; Robert Carreras-Torres; Aurélie Gabriel; Nathalie Gaudreault; Demetrius Albanes; Melinda C Aldrich; Angeline Andrew; Susanne Arnold; Heike Bickeböller; Stig E Bojesen; Paul Brennan; Hans Brunnstrom; Neil Caporaso; Chu Chen; David C Christiani; John K Field; Gary Goodman; Kjell Grankvist; Richard Houlston; Mattias Johansson; Mikael Johansson; Lambertus A Kiemeney; Stephen Lam; Maria T Landi; Philip Lazarus; Loic Le Marchand; Geoffrey Liu; Olle Melander; Gadi Rennert; Angela Risch; Susan M Rosenberg; Matthew B Schabath; Sanjay Shete; Zhuoyi Song; Victoria L Stevens; Adonina Tardon; H-Erich Wichmann; Penella Woll; Shan Zienolddiny; Ma'en Obeidat; Wim Timens; Rayjean J Hung; Philippe Joubert; Christopher I Amos; James D McKay
Journal:  Int J Cancer       Date:  2019-12-09       Impact factor: 7.396

Review 2.  Applying Functional Genomics to Chronic Obstructive Pulmonary Disease.

Authors:  Edwin K Silverman
Journal:  Ann Am Thorac Soc       Date:  2018-12

Review 3.  Recent evidence from omic analysis for redox signalling and mitochondrial oxidative stress in COPD.

Authors:  Sharon Mumby; Ian M Adcock
Journal:  J Inflamm (Lond)       Date:  2022-07-11       Impact factor: 6.283

4.  Whole Exome Sequencing of Highly Aggregated Lung Cancer Families Reveals Linked Loci for Increased Cancer Risk on Chromosomes 12q, 7p, and 4q.

Authors:  Anthony M Musolf; Bilal A Moiz; Haiming Sun; Claudio W Pikielny; Yohan Bossé; Diptasri Mandal; Mariza de Andrade; Colette Gaba; Ping Yang; Yafang Li; Ming You; Ramaswamy Govindan; Richard K Wilson; Elena Y Kupert; Marshall W Anderson; Ann G Schwartz; Susan M Pinney; Christopher I Amos; Joan E Bailey-Wilson
Journal:  Cancer Epidemiol Biomarkers Prev       Date:  2019-12-11       Impact factor: 4.254

5.  Neonatal genetics of gene expression reveal potential origins of autoimmune and allergic disease risk.

Authors:  Qin Qin Huang; Howard H F Tang; Shu Mei Teo; Danny Mok; Scott C Ritchie; Artika P Nath; Marta Brozynska; Agus Salim; Andrew Bakshi; Barbara J Holt; Chiea Chuen Khor; Peter D Sly; Patrick G Holt; Kathryn E Holt; Michael Inouye
Journal:  Nat Commun       Date:  2020-07-28       Impact factor: 14.919

6.  Genetic interaction analysis among oncogenesis-related genes revealed novel genes and networks in lung cancer development.

Authors:  Yafang Li; Xiangjun Xiao; Yohan Bossé; Olga Gorlova; Ivan Gorlov; Younghun Han; Jinyoung Byun; Natasha Leighl; Jakob S Johansen; Matt Barnett; Chu Chen; Gary Goodman; Angela Cox; Fiona Taylor; Penella Woll; H Erich Wichmann; Judith Manz; Thomas Muley; Angela Risch; Albert Rosenberger; Jiali Han; Katherine Siminovitch; Susanne M Arnold; Eric B Haura; Ciprian Bolca; Ivana Holcatova; Vladimir Janout; Milica Kontic; Jolanta Lissowska; Anush Mukeria; Simona Ognjanovic; Tadeusz M Orlowski; Ghislaine Scelo; Beata Swiatkowska; David Zaridze; Per Bakke; Vidar Skaug; Shanbeh Zienolddiny; Eric J Duell; Lesley M Butler; Richard Houlston; María Soler Artigas; Kjell Grankvist; Mikael Johansson; Frances A Shepherd; Michael W Marcus; Hans Brunnström; Jonas Manjer; Olle Melander; David C Muller; Kim Overvad; Antonia Trichopoulou; Rosario Tumino; Geoffrey Liu; Stig E Bojesen; Xifeng Wu; Loic Le Marchand; Demetrios Albanes; Heike Bickeböller; Melinda C Aldrich; William S Bush; Adonina Tardon; Gad Rennert; M Dawn Teare; John K Field; Lambertus A Kiemeney; Philip Lazarus; Aage Haugen; Stephen Lam; Matthew B Schabath; Angeline S Andrew; Pier Alberto Bertazzi; Angela C Pesatori; David C Christiani; Neil Caporaso; Mattias Johansson; James D McKay; Paul Brennan; Rayjean J Hung; Christopher I Amos
Journal:  Oncotarget       Date:  2019-03-05

7.  Prioritization of candidate causal genes for asthma in susceptibility loci derived from UK Biobank.

Authors:  Kim Valette; Zhonglin Li; Valentin Bon-Baret; Arnaud Chignon; Jean-Christophe Bérubé; Aida Eslami; Jennifer Lamothe; Nathalie Gaudreault; Philippe Joubert; Ma'en Obeidat; Maarten van den Berge; Wim Timens; Don D Sin; David C Nickle; Ke Hao; Catherine Labbé; Krystelle Godbout; Andréanne Côté; Michel Laviolette; Louis-Philippe Boulet; Patrick Mathieu; Sébastien Thériault; Yohan Bossé
Journal:  Commun Biol       Date:  2021-06-08

8.  Transcriptome-wide association study identifies multiple genes and pathways associated with pancreatic cancer.

Authors:  Liuyun Gong; Dan Zhang; Yutiantian Lei; Yuanjie Qian; Xinyue Tan; Suxia Han
Journal:  Cancer Med       Date:  2018-10-18       Impact factor: 4.452

9.  Genetic landscape of chronic obstructive pulmonary disease identifies heterogeneous cell-type and phenotype associations.

Authors:  Phuwanat Sakornsakolpat; Dmitry Prokopenko; Brian D Hobbs; Michael H Cho; Maxime Lamontagne; Nicola F Reeve; Anna L Guyatt; Victoria E Jackson; Nick Shrine; Dandi Qiao; Traci M Bartz; Deog Kyeom Kim; Mi Kyeong Lee; Jeanne C Latourelle; Xingnan Li; Jarrett D Morrow; Ma'en Obeidat; Annah B Wyss; Per Bakke; R Graham Barr; Terri H Beaty; Steven A Belinsky; Guy G Brusselle; James D Crapo; Kim de Jong; Dawn L DeMeo; Tasha E Fingerlin; Sina A Gharib; Amund Gulsvik; Ian P Hall; John E Hokanson; Woo Jin Kim; David A Lomas; Stephanie J London; Deborah A Meyers; George T O'Connor; Stephen I Rennard; David A Schwartz; Pawel Sliwinski; David Sparrow; David P Strachan; Ruth Tal-Singer; Yohannes Tesfaigzi; Jørgen Vestbo; Judith M Vonk; Jae-Joon Yim; Xiaobo Zhou; Yohan Bossé; Ani Manichaikul; Lies Lahousse; Edwin K Silverman; H Marike Boezen; Louise V Wain; Martin D Tobin
Journal:  Nat Genet       Date:  2019-02-25       Impact factor: 38.330

10.  Genetic regulation of the placental transcriptome underlies birth weight and risk of childhood obesity.

Authors:  Shouneng Peng; Maya A Deyssenroth; Antonio F Di Narzo; Haoxiang Cheng; Zhongyang Zhang; Luca Lambertini; Arno Ruusalepp; Jason C Kovacic; Johan L M Bjorkegren; Carmen J Marsit; Jia Chen; Ke Hao
Journal:  PLoS Genet       Date:  2018-12-31       Impact factor: 5.917

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