Genome-wide association analysis identifies three new susceptibility loci for childhood body mass index

Janine F. Felix(Pediatrics and Genetics), Jonathan P. Bradfield(Genomics (United Kingdom)), Claire Monnereau(Gene Therapy Laboratory), Ralf J.P. van der Valk(University of Groningen), Evie Stergiakouli(University of Bristol), Alessandra Chesi, Romy Gaillard(Gene Therapy Laboratory), Bjarke Feenstra(Statens Serum Institut), Elisabeth Thiering(Helmholtz Zentrum München), Eskil Kreiner‐Møller(Gentofte Hospital), Anubha Mahajan(Centre for Human Genetics), Niina Pitkänen(General Department of Preventive Medicine), Raimo Joro(University of Eastern Finland), Alana Cavadino(Queen Mary University of London), Ville Huikari(Centre for Life), Steve Franks, Maria M. Groen‐Blokhuis(Amsterdam Neuroscience), Diana L. Cousminer(University of Helsinki), Julie Marsh(The University of Western Australia), Terho Lehtimäki(Fimlab (Finland)), John A. Curtin(Manchester Academic Health Science Centre), Jesús Vioqué(Universitat de Miguel Hernández d'Elx), Tarunveer S. Ahluwalia(University of Copenhagen), Ronny Myhre(Genesys (United States)), Thomas S. Price(Translational Therapeutics (United States)), Natàlia Vilor‐Tejedor(Universitat Pompeu Fabra), Loïc Yengo(Centre National de la Recherche Scientifique), Niels Grarup(University of Copenhagen), Ιωάννα Ντάλλα(University of Leicester), Wei Ang(The University of Western Australia), Mustafa Atalay(University of Eastern Finland), Hans Bisgaard(Gentofte Hospital), Alexandra I. F. Blakemore(Imperial College London), Amélie Bonnefond(Centre National de la Recherche Scientifique), Lisbeth Carstensen(Statens Serum Institut), Bone Mineral Density in Childhood Study (BMDCS)(Finnish Institute for Health and Welfare), Johan G. Eriksson(Helmholtz Zentrum München), Claudia Flexeder(Helmholtz Zentrum München), Lude Franke(Statens Serum Institut), Frank Geller(Statens Serum Institut), Mandy Geserick(Institute of Clinical Research), Anna-Liisa Hartikainen(University of Warwick), Claire M. A. Haworth(Broad Institute), Joel N. Hirschhorn(Broad Institute), Albert Hofman(Copenhagen University Hospital), Jens‐Christian Holm(Centre for Human Genetics), Momoko Horikoshi(Centre for Human Genetics), Jouke Jan Hottenga(Shanghai Jiao Tong University), Jinyan Huang(University of Copenhagen), Haja N. Kadarmideen(University of Copenhagen), Mika Kähönen(Tampere University Hospital), Wieland Kieß(University of Eastern Finland), Hanna-Maaria Lakka(University of Eastern Finland), Timo A. Lakka(University of Eastern Finland), Alex Lewin(Boston University), Liming Liang(Harvard University), Leo‐Pekka Lyytikäinen(Fimlab (Finland)), Baoshan Ma(Norwegian Institute of Public Health), Per Magnus(Norwegian Institute of Public Health), Shana E. McCormack(University of Bristol), George McMahon(University of Bristol), Frank Mentch(Amsterdam Neuroscience), Christel M. Middeldorp(Manchester Academic Health Science Centre), Clare Murray(Manchester Academic Health Science Centre), Katja Pahkala(Broad Institute), Tune H. Pers(Broad Institute), Roland Pfäffle(Institute for Asthma and Allergy), Dirkje S. Postma(University of Groningen), Christopher Power(University of Manchester), Angela Simpson(Sahlgrenska University Hospital), Verena Sengpiel(Sahlgrenska University Hospital), Carla M. T. Tiesler(Helmholtz Zentrum München), Maties Torrent(Erasmus MC), André G. Uitterlinden(Erasmus MC), Joyce B. J. van Meurs(Erasmus MC), Rebecca Vinding(Gentofte Hospital), Johannes Waage(Gentofte Hospital), Jane Wardle(Wellcome Sanger Institute), Eleftheria Zeggini(Children's Hospital of Philadelphia), Babette S. Zemel(Children's Hospital of Philadelphia), George Dedoussis(University of Copenhagen), Oluf Pedersen(University of Copenhagen), Philippe Froguel(Centre National de la Recherche Scientifique), Jordi Sunyer(King's College London), Robert Plomin(King's College London), Bo Jacobsson(University of Copenhagen), Torben Hansen(University of Copenhagen), Juan R. González(Universitat Pompeu Fabra), Adnan Čustović(Manchester Academic Health Science Centre), Olli T. Raitakari(The University of Western Australia), Craig E. Pennell(University of Helsinki), Elisabeth Widén(University of Helsinki), Dorret I. Boomsma(University Medical Center Groningen), Gerard H. Koppelman(University Medical Center Groningen), Sylvain Sebért(Oulu University Hospital), Marjo‐Riitta Järvelin(University of South Australia), Elina Hyppönen(Centre for Human Genetics), Mark I. McCarthy(Centre for Human Genetics), Virpi Lindi(University of Turku), Harri Niinikoski(University of Turku), Antje Körner(Gentofte Hospital), Klaus Bønnelykke(Gentofte Hospital), Joachim Heinrich(Statens Serum Institut), Mads Melbye(Statens Serum Institut), Fernando Rivadeneira(Sahlgrenska University Hospital), Håkon Håkonarson(Sahlgrenska University Hospital), Susan M. Ring(University of Bristol), George Davey Smith(University of Copenhagen), Thorkild I. A. Sørensen(Novo Nordisk Foundation), Nicholas J. Timpson(University of Bristol), Struan F.A. Grant(Pediatrics and Genetics), Vincent W. V. Jaddoe(Gene Therapy Laboratory)
Human Molecular Genetics
November 24, 2015
Cited by 371Open Access
Full Text

Abstract

A large number of genetic loci are associated with adult body mass index. However, the genetics of childhood body mass index are largely unknown. We performed a meta-analysis of genome-wide association studies of childhood body mass index, using sex- and age-adjusted standard deviation scores. We included 35 668 children from 20 studies in the discovery phase and 11 873 children from 13 studies in the replication phase. In total, 15 loci reached genome-wide significance (P-value < 5 × 10(-8)) in the joint discovery and replication analysis, of which 12 are previously identified loci in or close to ADCY3, GNPDA2, TMEM18, SEC16B, FAIM2, FTO, TFAP2B, TNNI3K, MC4R, GPR61, LMX1B and OLFM4 associated with adult body mass index or childhood obesity. We identified three novel loci: rs13253111 near ELP3, rs8092503 near RAB27B and rs13387838 near ADAM23. Per additional risk allele, body mass index increased 0.04 Standard Deviation Score (SDS) [Standard Error (SE) 0.007], 0.05 SDS (SE 0.008) and 0.14 SDS (SE 0.025), for rs13253111, rs8092503 and rs13387838, respectively. A genetic risk score combining all 15 SNPs showed that each additional average risk allele was associated with a 0.073 SDS (SE 0.011, P-value = 3.12 × 10(-10)) increase in childhood body mass index in a population of 1955 children. This risk score explained 2% of the variance in childhood body mass index. This study highlights the shared genetic background between childhood and adult body mass index and adds three novel loci. These loci likely represent age-related differences in strength of the associations with body mass index.


Related Papers

No related papers found

Powered by citation graph analysis