Genetic heterogeneity of asthma phenotypes identified by a clustering approach

被引:50
作者
Siroux, Valerie [1 ,2 ]
Gonzalez, Juan R. [9 ,10 ,11 ,15 ]
Bouzigon, Emmanuelle [3 ,4 ]
Curjuric, Ivan [15 ,16 ]
Boudier, Anne [1 ,2 ]
Imboden, Medea [15 ,16 ]
Anto, Josep Maria [9 ,11 ,12 ,13 ]
Gut, Ivo [5 ,14 ]
Jarvis, Deborah [17 ,18 ]
Lathrop, Mark [4 ,5 ]
Omenaas, Ernst Reidar [19 ,20 ]
Pin, Isabelle [1 ,2 ,6 ]
Wjst, Mathias [21 ,22 ]
Demenais, Florence [3 ,4 ]
Probst-Hensch, Nicole [15 ,16 ]
Kogevinas, Manolis [9 ,11 ,13 ,23 ]
Kauffmann, Francine [7 ,8 ]
机构
[1] INSERM, U823, Team Environm Epidemiol Appl Reprod & Resp Hlth, Grenoble, France
[2] Univ Grenoble 1, Grenoble, France
[3] INSERM, UMRS 946, Paris, France
[4] Univ Paris Diderot, Sorbonne Paris Cite, Inst Univ Hernatol, Paris, France
[5] CEA Ctr Natl Genotypage, Evry, France
[6] CHU Grenoble, Dept Pediat, F-38043 Grenoble, France
[7] INSERM, U1018, Ctr Res Epidemiol & Populat Hlth, Resp & Environm Epidemiol Team, Villejuif, France
[8] Univ Paris 11, UMRS 1018, Villejuif, France
[9] Ctr Res Environm Epidemiol CREAL, Barcelona, Spain
[10] Autonomous Univ Barcelona, Dept Math, Barcelona, Spain
[11] CIBER Epidemiol & Salud Publ CIBERESP, Barcelona, Spain
[12] Univ Pompeu Fabra, Dept Ciencies Expt & Salut, Barcelona, Spain
[13] IMIM Hosp Mar Med Res Inst, Barcelona, Spain
[14] Ctr Nacl Anal Genom, Barcelona, Spain
[15] Swiss Trop & Publ Hlth Inst, Basel, Switzerland
[16] Univ Basel, Basel, Switzerland
[17] Univ London Imperial Coll Sci Technol & Med, London, England
[18] MRC HPA Ctr Environm & Hlth, London, England
[19] Univ Bergen, Inst Med, Bergen Resp Res Grp, Bergen, Norway
[20] Haukeland Hosp, Clin Res Ctr, N-5021 Bergen, Norway
[21] German Res Ctr Environm Hlth GmbH, Helmholtz Zentrum Muenchen, Comprehens Pneumol Ctr, Neuherberg, Germany
[22] TU Muenchen, Klinikum Rechts Isar, Inst Med Stat & Epidemiol, Munich, Germany
[23] Natl Sch Publ Hlth, Athens, Greece
基金
英国医学研究理事会; 瑞士国家科学基金会;
关键词
GENOME-WIDE ASSOCIATION; VARIANTS; RISK; LOCI; SUSCEPTIBILITY; ENVIRONMENT; EXPOSURE; NUMBERS; ADULTS;
D O I
10.1183/09031936.00032713
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
The aim of the study was to identify genetic variants associated with refined asthma phenotypes enabling multiple features of the disease to be taken into account. Latent class analysis (LCA) was applied in 3001 adults ever having asthma recruited in the frame of three epidemiological surveys (the European Community Respiratory Health Survey (ECRHS), the Swiss Study on Air Pollution and Lung Disease in Adults (SAPALDIA) and the Epidemiological Study on the Genetics and Environment of Asthma (EGEA)). 14 personal and phenotypic characteristics, gathered from questionnaires and clinical examination, were used. A genome-wide association study was conducted for each LCA-derived asthma phenotype, compared to subjects without asthma (n=3474). The LCA identified four adult asthma phenotypes, mainly characterised by disease activity, age of asthma onset and atopic status. Associations of genome-wide significance (p<1.25 x 10(-7)) were observed between "active adult-onset nonallergic asthma" and rs9851461 flanking CD200 (3q13.2) and between "inactive/mild nonallergic asthma" and rs2579931 flanking GRIK2 (6q16.3). Borderline significant results (2.5 x 10(-7)<p<8.2 x 10(-7)) were observed between three single nucleotide polymorphisms (SNPs) in the ALCAM region (3q13.11) and "active adult-onset nonallergic asthma". These results were consistent across studies. 15 SNPs identified in previous genome-wide association studies of asthma have been replicated with at least one asthma phenotype, most of them with the "active allergic asthma" phenotype. Our results provide evidence that a better understanding of asthma phenotypic heterogeneity helps to disentangle the genetic heterogeneity of asthma.
引用
收藏
页码:439 / 452
页数:14
相关论文
共 35 条
[1]   Follow-up of the Swiss Cohort Study on Air Pollution and Lung Diseases in Adults (SAPALDIA 2) 1991-2003:: methods and characterization of participants [J].
Ackermann-Liebrich, U ;
Kuna-Dibbert, B ;
Probst-Hensch, NM ;
Schindler, C ;
Dietrich, DF ;
Stutz, EZ ;
Bayer-Oglesby, L ;
Baum, F ;
Brändli, O ;
Brutsche, M ;
Downs, SH ;
Keidel, D ;
Gerbase, MW ;
Imboden, M ;
Keller, R ;
Knöpfli, B ;
Künzli, N ;
Nicod, L ;
Pons, M ;
Staedele, P ;
Tschopp, JM ;
Zellweger, JP ;
Leuenberger, P .
SOZIAL-UND PRAVENTIVMEDIZIN, 2005, 50 (04) :245-263
[2]   Phenotype Harmonization and Cross-Study Collaboration in GWAS Consortia: The GENEVA Experience [J].
Bennett, Siiri N. ;
Caporaso, Neil ;
Fitzpatrick, Annette L. ;
Agrawal, Arpana ;
Barnes, Kathleen ;
Boyd, Heather A. ;
Cornelis, Marilyn C. ;
Hansel, Nadia N. ;
Heiss, Gerardo ;
Heit, John A. ;
Kang, Jae Hee ;
Kittner, Steven J. ;
Kraft, Peter ;
Lowe, William ;
Marazita, Mary L. ;
Monroe, Kristine R. ;
Pasquale, Louis R. ;
Ramos, Erin M. ;
van Dam, Rob M. ;
Udren, Jenna ;
Williams, Kayleen .
GENETIC EPIDEMIOLOGY, 2011, 35 (03) :159-173
[3]   Effect of 17q21 Variants and Smoking Exposure in Early-Onset Asthma [J].
Bouzigon, Emmanuelle ;
Corda, Eve ;
Aschard, Hugues ;
Dizier, Marie-Helene ;
Boland, Anne ;
Bousquet, Jean ;
Chateigner, Nicolas ;
Gormand, Frederic ;
Just, Jocelyne ;
Le Moual, Nicole ;
Scheinmann, Pierre ;
Siroux, Valerie ;
Vervloet, Daniel ;
Zelenika, Diana ;
Pin, Isabelle ;
Kauffmann, Francine ;
Lathrop, Mark ;
Demenais, Florence .
NEW ENGLAND JOURNAL OF MEDICINE, 2008, 359 (19) :1985-1994
[4]   Gene-environment interaction for childhood asthma and exposure to farming in Central Europe [J].
Ege, Markus J. ;
Strachan, David P. ;
Cookson, William O. C. M. ;
Moffatt, Miriam F. ;
Gut, Ivo ;
Lathrop, Mark ;
Kabesch, Michael ;
Genuneit, Jon ;
Buechele, Gisela ;
Sozanska, Barbara ;
Boznanski, Andrzej ;
Cullinan, Paul ;
Horak, Elisabeth ;
Bieli, Christian ;
Braun-Fahrlaender, Charlotte ;
Heederik, Dick ;
von Mutius, Erika .
JOURNAL OF ALLERGY AND CLINICAL IMMUNOLOGY, 2011, 127 (01) :138-U226
[5]   Pathway Analysis of GWAS Provides New Insights into Genetic Susceptibility to 3 Inflammatory Diseases [J].
Eleftherohorinou, Hariklia ;
Wright, Victoria ;
Hoggart, Clive ;
Hartikainen, Anna-Liisa ;
Jarvelin, Marjo-Riitta ;
Balding, David ;
Coin, Lachlan ;
Levin, Michael .
PLOS ONE, 2009, 4 (11)
[6]   Identification of IL6R and chromosome 11q13.5 as risk loci for asthma [J].
Ferreira, Manuel A. R. ;
Matheson, Melanie C. ;
Duffy, David L. ;
Marks, Guy B. ;
Hui, Jennie ;
Le Souef, Peter ;
Danoy, Patrick ;
Baltic, Svetlana ;
Nyholt, Dale R. ;
Jenkins, Mark ;
Hayden, Catherine ;
Willemsen, Gonneke ;
Ang, Wei ;
Kuokkanen, Mikko ;
Beilby, John ;
Cheah, Faang ;
de Geus, Eco J. C. ;
Ramasamy, Adaikalavan ;
Vedantam, Sailaja ;
Salomaa, Veikko ;
Madden, Pamela A. ;
Heath, Andrew C. ;
Hopper, John L. ;
Visscher, Peter M. ;
Musk, Bill ;
Leeder, Stephen R. ;
Jarvelin, Marjo-Riitta ;
Pennell, Craig ;
Boomsma, Dorret I. ;
Hirschhorn, Joel N. ;
Walters, Haydn ;
Martin, Nicholas G. ;
James, Alan ;
Jones, Graham ;
Abramson, Michael J. ;
Robertson, Colin F. ;
Dharmage, Shyamali C. ;
Brown, Matthew A. ;
Montgomery, Grant W. ;
Thompson, Philip J. .
LANCET, 2011, 378 (9795) :1006-1014
[7]   Sequence variants affecting eosinophil numbers associate with asthma and myocardial infarction [J].
Gudbjartsson, Daniel F. ;
Bjornsdottir, Unnur S. ;
Halapi, Eva ;
Helgadottir, Anna ;
Sulem, Patrick ;
Jonsdottir, Gudrun M. ;
Thorleifsson, Gudmar ;
Helgadottir, Hafdis ;
Steinthorsdottir, Valgerdur ;
Stefansson, Hreinn ;
Williams, Carolyn ;
Hui, Jennie ;
Beilby, John ;
Warrington, Nicole M. ;
James, Alan ;
Palmer, Lyle J. ;
Koppelman, Gerard H. ;
Heinzmann, Andrea ;
Krueger, Marcus ;
Boezen, H. Marike ;
Wheatley, Amanda ;
Altmuller, Janine ;
Shin, Hyoung Doo ;
Uh, Soo-Taek ;
Cheong, Hyun Sub ;
Jonsdottir, Brynja ;
Gislason, David ;
Park, Choon-Sik ;
Rasmussen, Linda M. ;
Porsbjerg, Celeste ;
Hansen, Jakob W. ;
Backer, Vibeke ;
Werge, Thomas ;
Janson, Christer ;
Joensson, Ulla-Britt ;
Ng, Maggie C. Y. ;
Chan, Juliana ;
So, Wing Yee ;
Ma, Ronald ;
Shah, Svati H. ;
Granger, Christopher B. ;
Quyyumi, Arshed A. ;
Levey, Allan I. ;
Vaccarino, Viola ;
Reilly, Muredach P. ;
Rader, Daniel J. ;
Williams, Michael J. A. ;
van Rij, Andre M. ;
Jones, Gregory T. ;
Trabetti, Elisabetta .
NATURE GENETICS, 2009, 41 (03) :342-347
[8]   Cluster analysis and clinical asthma phenotypes [J].
Haldar, Pranab ;
Pavord, Ian D. ;
Shaw, Dominic E. ;
Berry, Michael A. ;
Thomas, Michael ;
Brightling, Christopher E. ;
Wardlaw, Andrew I. ;
Green, Ruth H. .
AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 2008, 178 (03) :218-224
[9]   Genome-Wide Association Study Implicates Chromosome 9q21.31 as a Susceptibility Locus for Asthma in Mexican Children [J].
Hancock, Dana B. ;
Romieu, Isabelle ;
Shi, Min ;
Sienra-Monge, Juan-Jose ;
Wu, Hao ;
Chiu, Grace Y. ;
Li, Huiling ;
Estela del Rio-Navarro, Blanca ;
Willis-Owens, Saffron A. G. ;
Weiss, Scott T. ;
Raby, Benjamin A. ;
Gao, Hong ;
Eng, Celeste ;
Chapeia, Rocio ;
Burchard, Esteban G. ;
Tang, Hua ;
Sullivan, Patrick F. ;
London, Stephanie J. .
PLOS GENETICS, 2009, 5 (08)
[10]   Genome-wide Association Analysis Identifies PDE4D as an Asthma-Susceptibility Gene [J].
Himes, Blanca E. ;
Hunninghake, Gary M. ;
Baurley, James W. ;
Rafaels, Nicholas M. ;
Sleiman, Patrick ;
Strachan, David P. ;
Wilk, Jemma B. ;
Willis-Owen, Saffron A. G. ;
Klanderman, Barbara ;
Lasky-Su, Jessica ;
Lazarus, Ross ;
Murphy, Amy J. ;
Soto-Quiros, Manuel E. ;
Avila, Lydiana ;
Beaty, Terri ;
Mathias, Rasika A. ;
Ruczinski, Ingo ;
Barnes, Kathleen C. ;
Celedon, Juan C. ;
Cookson, William O. C. ;
Gauderman, W. James ;
Gilliland, Frank D. ;
Hakonarson, Hakon ;
Lange, Christoph ;
Moffatt, Miriam F. ;
O'Connor, George T. ;
Raby, Benjamin A. ;
Silverman, Edwin K. ;
Weiss, Scott T. .
AMERICAN JOURNAL OF HUMAN GENETICS, 2009, 84 (05) :581-593