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Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits

Authors :
Inês Barroso
Peter D. Sly
Jose Ramon Bilbao
Nicholas J. Timpson
Johan G. Eriksson
Maria M. Groen-Blokhuis
Sijmen A. Reijneveld
Dariusz Gruszfeld
George Davey Smith
Christine Power
Eva Reischl
Mandy Vogel
Andrew T. Hattersley
Øyvind Helgeland
Niina Pitkänen
Akram Alyass
Jean-Paul Langhendries
Elina Hyppönen
Kathrin Landgraf
Loreto Santa-Marina
Frank Geller
Christopher D. Brown
Elvira Verduci
Katja Pahkala
Olli T. Raitakari
Joaquin Escribano
Torben Hansen
Hakon Hakonarson
Barbara Heude
Bridget A. Knight
Maties Torrent
Robin N Beaumont
Judith M. Vonk
Estelle Lowry
Patrick G. Holt
Harold Snieder
Carol A. Wang
Mark I. McCarthy
Christine Frithioff-Bøjsøe
Tanja G. M. Vrijkotte
Natalia Vilor-Tejedor
Lisbeth Carstensen
Catharina E. M. van Beijsterveldt
Ville Karhunen
Virpi Lindi
Marjo-Riitta Järvelin
Tarunveer S. Ahluwalia
Jordi Sunyer
Jaakko T. Leinonen
Clare S. Murray
Klaus Bønnelykke
Thorkild I. A. Sørensen
André G. Uitterlinden
Janine F. Felix
John A. Curtin
Mika Kähönen
Jorma Viikari
Leo-Pekka Lyytikäinen
Oluf Pedersen
Carmen Iñiguez
Harri Niinikoski
Wieland Kiess
Kim F. Michaelsen
Evie Stergiakouli
Anni Heiskala
Alessandra Chesi
Craig E. Pennell
Mohammed H Zafarmand
Peter Rzehak
Kook K Teo
Aihuali Li
Marie Standl
Veit Grote
Momoko Horikoshi
Ellen A. Nohr
Eleanor Wheeler
Rachel M. Freathy
Iryna O. Fedko
Gerard H. Koppelman
Elisabeth Widen
Jens-Christian Holm
Raimo Joro
David Meyre
Mustafa Atalay
Theresia M. Schnurr
Camilla Schmidt Morgen
Adnan Custovic
Niels Grarup
Trevor A. Mori
Terho Lehtimäki
Christian Theil Have
Angela Simpson
Mads Melbye
Bjarke Feenstra
Lawrence J. Beilin
Stefan Johansson
Ioanna Ntalla
Martine Vrijheid
Mariona Bustamante
George Dedoussis
Sylvain Sebert
Jonas Bacelis
Carolina Medina-Gomez
Elisabeth Thiering
Ken K. Ong
Eleftheria Zeggini
Berthold Koletzko
Karine Clément
Bo L. Chawes
Mette Hollensted
Babette S. Zemel
Markus Scholz
Holger Kirsten
Antje Körner
Albertine J. Oldehinkel
Barbera D. C. van Schaik
Philippe Froguel
Vincent W. V. Jaddoe
Dorret I. Boomsma
Struan F.A. Grant
Loic Yengo
Jonathan P. Bradfield
Tenna Ruest Haarmark Nielsen
Suzanne Vogelezang
Jakob Stokholm
Pål R. Njølstad
Bo Jacobsson
Marc Vaudel
Peter J. van der Most
Andreas Kühnapfel
Mads Vendelbo Lind
Timo A. Lakka
Saskia Selzam
Robert Plomin
Marie-Aline Charles
Jouke-Jan Hottenga
Kalliope Panoutsopoulou
Fernando Rivadeneira
Rebecca K. Vinding
Hans Bisgaard
I. S. Farooqi
Joachim Heinrich
Diana L. Cousminer
Ricardo Closa-Monasterolo
Claire Monnereau
European Commission
Epidemiology
Erasmus MC other
Pediatrics
Internal Medicine
Epidemiology and Data Science
ACS - Atherosclerosis & ischemic syndromes
APH - Aging & Later Life
APH - Global Health
APH - Health Behaviors & Chronic Diseases
APH - Personalized Medicine
ARD - Amsterdam Reproduction and Development
APH - Methodology
AGEM - Amsterdam Gastroenterology Endocrinology Metabolism
ACS - Amsterdam Cardiovascular Sciences
Public and occupational health
Erasmus University Medical Center [Rotterdam] (Erasmus MC)
Children’s Hospital of Philadelphia (CHOP )
Herlev and Gentofte Hospital
Manchester Academic Health Science Centre (MAHSC)
University of Manchester [Manchester]
University of Kuopio
University of Copenhagen = Københavns Universitet (KU)
Universität Leipzig [Leipzig]
University Medical Center Groningen [Groningen] (UMCG)
University of Bristol [Bristol]
Université d'Oulu
The Wellcome Trust Centre for Human Genetics [Oxford]
University of Oxford [Oxford]
Vrije Universiteit Brussel (VUB)
CIBER de Epidemiología y Salud Pública (CIBERESP)
Helmholtz-Zentrum München (HZM)
University of Newcastle [Australia] (UoN)
Turku University Hospital (TYKS)
Statens Serum Institut [Copenhagen]
Sahlgrenska Academy at University of Gothenburg [Göteborg]
Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (GI3M)
Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre National de la Recherche Scientifique (CNRS)-Institut Pasteur de Lille
Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)
Queen Mary University of London (QMUL)
Norwegian Institute of Public Health [Oslo] (NIPH)
King‘s College London
University of Groningen [Groningen]
University of Amsterdam [Amsterdam] (UvA)
Centre de Recherche Épidémiologie et Statistique Sorbonne Paris Cité (CRESS (U1153 / UMR_A_1125 / UMR_S_1153))
Conservatoire National des Arts et Métiers [CNAM] (CNAM)-Université Sorbonne Paris Cité (USPC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Paris (UP)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
University of Cambridge [UK] (CAM)
McMaster University [Hamilton, Ontario]
University of Exeter
Ludwig-Maximilians-Universität München (LMU)
University of the Basque Country [Bizkaia] (UPV/EHU)
The Wellcome Trust Sanger Institute [Cambridge]
The University of Western Australia (UWA)
Nutrition et obésités: approches systémiques (nutriomics) (UMR-S 1269 INSERM - Sorbonne Université)
Institut National de la Santé et de la Recherche Médicale (INSERM)-Sorbonne Université (SU)
Universitat Rovira i Virgili
Imperial College London
University of Helsinki
Vrije Universiteit Amsterdam [Amsterdam] (VU)
University College of London [London] (UCL)
University of Bergen (UiB)
University of Tampere [Finland]
University of Oulu
Copenhagen University Hospital
University of Turku
University of Queensland [Brisbane]
Haukeland University Hospital
Università degli Studi di Milano-Bicocca [Milano] (UNIMIB)
National Institute for Health Research Biomedical Research Centre at Great Ormond Street Hospital for Children NHS Foundation Trust University College London Wellcome 090532106130098381203141212259WT206194United States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Institute of Diabetes & Digestive & Kidney Diseases (NIDDK)U01DK105535National Institute for Health Research (NIHR)NF-SI-0617-10090Netherlands Organization for Health Research and DevelopmentTOP 40-00812-9811010American Diabetes Association1-17-PDF-077Daniel B. Burke Chair for Diabetes Research United States Department of Health & Human ServicesNational Institutes of Health (NIH) - USAR01 HD058886Agencia de Gestio D'Ajuts Universitaris de Recerca Agaur (AGAUR)2017 FI_B 00636Generalitat de Catalunya -Fons Social Europeu European Research Council Advanced Grant META-GROWTH (ERC-2012-AdG) 322605Oak Foundation Fellowship Wellcome TrustEuropean CommissionWT104150098497/Z/12/ZRoyal Society of LondonEuropean CommissionWT104150Wellcome Trust098395/Z/12/ZNatural Resources CanadaCanadian Forest ServiceCanada Research Chairs Finnish Cultural Foundation KNAW Academy Professor Award PAH/6635TARGET Danish Diabetes Academy Copenhagen Graduate School of Health and Medical Sciences Netherlands Organization for Health Research and Development (VIDI) 016.136.361European Research Council (ERC)European Commission648916European Research Council (ERC)European Commission UK Research & Innovation (UKRI)Medical Research Council UK (MRC)European CommissionMRC_MC_UU_12012/5MC_UU_00011/1National Institute for Health Research (NIHR) Botnar Foundation Bernard Wolfe Health Neuroscience Endowment European Community's Seventh Framework Programme (FP7/2007-2013) project Beta-JUDO 279153University of Bristol UK Research & Innovation (UKRI)Medical Research Council UK (MRC)MC_UU_00011/1MC_UU_00011/3French National Agency of Research, F-CRIN/FORCE
Clinicum
Johan Eriksson / Principal Investigator
Department of General Practice and Primary Health Care
Helsinki University Hospital Area
Genomics of Sex Differences
Institute for Molecular Medicine Finland
Centre of Excellence in Complex Disease Genetics
Elisabeth Ingrid Maria Widen / Principal Investigator
Genomic Discoveries and Clinical Translation
University of Copenhagen = Københavns Universitet (UCPH)
Universität Leipzig
University of Oxford
Helmholtz Zentrum München = German Research Center for Environmental Health
University of Newcastle [Callaghan, Australia] (UoN)
Metabolic functional (epi)genomics and molecular mechanisms involved in type 2 diabetes and related diseases - UMR 8199 - UMR 1283 (EGENODIA (GI3M))
Institut Pasteur de Lille
Réseau International des Instituts Pasteur (RIIP)-Réseau International des Instituts Pasteur (RIIP)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université de Lille-Centre National de la Recherche Scientifique (CNRS)
Conservatoire National des Arts et Métiers [CNAM] (CNAM)
HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-HESAM Université - Communauté d'universités et d'établissements Hautes écoles Sorbonne Arts et métiers université (HESAM)-Université Sorbonne Paris Cité (USPC)-Institut National de la Santé et de la Recherche Médicale (INSERM)-Université Paris Cité (UPCité)-Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement (INRAE)
University of the Basque Country/Euskal Herriko Unibertsitatea (UPV/EHU)
Nutrition et obésités: approches systémiques (UMR-S 1269) (Nutriomics)
Helsingin yliopisto = Helsingfors universitet = University of Helsinki
Università degli Studi di Milano-Bicocca = University of Milano-Bicocca (UNIMIB)
Felix, Janine F [0000-0002-9801-5774]
Apollo - University of Cambridge Repository
Biological Psychology
APH - Mental Health
Felix, Janine F. [0000-0002-9801-5774]
Tampere University
Tampere University Hospital Catchment Area
Department of Clinical Physiology and Nuclear Medicine
Clinical Medicine
Department of Clinical Chemistry
Groningen Research Institute for Asthma and COPD (GRIAC)
Public Health Research (PHR)
Life Course Epidemiology (LCE)
Vogelezang, Suzanne
Bradfield, Jonathan P
Ahluwalia, Tarunveer S
Curtin, John A
Hyppönen, Elina
Felix, JF
Early Growth Genetics Consortium
Source :
PLoS Genetics, Vol 16, Iss 10, p e1008718 (2020), PLoS Genetics, Addi. Archivo Digital para la Docencia y la Investigación, instname, Vogelezang, S, Bradfield, J P, Ahluwalia, T S, Curtin, J A, Grarup, N, Schnurr, T M, Hansen, T, Michaelsen, K F, Pedersen, O B, Stokholm, J, Lind, M V, Frithioff-Bøjsøe, C, Holm, J-C, Felix, J F & Early Growth Genetics Consortium 2020, ' Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits ', P L o S Genetics, vol. 16, no. 10, e1008718 . https://doi.org/10.1371/journal.pgen.1008718, Vogelezang, S, Bradfield, J P, Ahluwalia, T S, Curtin, J A, Lakka, T A, Grarup, N, Scholz, M, van der Most, P J, Monnereau, C, Stergiakouli, E, Heiskala, A, Horikoshi, M, Fedko, I O, Vilor-Tejedor, N, Cousminer, D L, Standl, M, Wang, C A, Viikari, J, Geller, F, Íñiguez, C, Pitkänen, N, Chesi, A, Bacelis, J, Yengo, L, Torrent, M, Ntalla, I, Helgeland, Ø, Selzam, S, Vonk, J M, Zafarmand, M H, Heude, B, Farooqi, I S, Alyass, A, Beaumont, R N, Have, C T, Rzehak, P, Bilbao, J R, Schnurr, T M, Barroso, I, Bønnelykke, K, Beilin, L J, Carstensen, L, Charles, M A, Chawes, B, Clément, K, Closa-Monasterolo, R, Custovic, A, Hansen, T, Morgen, C S, Nohr, E A & Early Growth Genetics Consortium 2020, ' Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits ', PLOS Genetics, vol. 16, no. 10, e1008718 . https://doi.org/10.1371/journal.pgen.1008718, PLOS Genetics, PLoS Genetics (online), 16(10):e1008718. Public Library of Science, PLoS genetics, 16(10):e1008718. Public Library of Science, PLoS Genetics, Public Library of Science, 2020, 16 (10), pp.e1008718. ⟨10.1371/journal.pgen.1008718⟩, e1008718, PLOS GENETICS, r-FISABIO: Repositorio Institucional de Producción Científica, Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (FISABIO), Fedko, I O, Groen-Blokhuis, M, Hottenga, J-J, Van Beijsterveldt, C E M, Vrijkotte, T G M, Boomsma, D I & Early Growth Genetics (EGG) Consortium 2020, ' Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits ', PLoS Genetics, vol. 16, no. 10, e1008718, pp. 1-26 . https://doi.org/10.1371/journal.pgen.1008718, PLoS Genetics, 2020, 16 (10), pp.e1008718. ⟨10.1371/journal.pgen.1008718⟩, PLoS Genetics, 16(10):e1008718, 1-26. Public Library of Science, Addi: Archivo Digital para la Docencia y la Investigación, Universidad del País Vasco, r-FISABIO. Repositorio Institucional de Producción Científica, Curtin, J, Murray, C & et al. 2020, ' Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits ', PL o S Genetics . https://doi.org/10.1371/journal.pgen.1008718, PLoS genetics, 16(10):e1008718. PUBLIC LIBRARY SCIENCE, PLoS Genet. 16:e1008718 (2020)
Publication Year :
2020
Publisher :
PUBLIC LIBRARY SCIENCE, 2020.

Abstract

The genetic background of childhood body mass index (BMI), and the extent to which the well-known associations of childhood BMI with adult diseases are explained by shared genetic factors, are largely unknown. We performed a genome-wide association study meta-analysis of BMI in 61,111 children aged between 2 and 10 years. Twenty-five independent loci reached genome-wide significance in the combined discovery and replication analyses. Two of these, located nearNEDD4LandSLC45A3, have not previously been reported in relation to either childhood or adult BMI. Positive genetic correlations of childhood BMI with birth weight and adult BMI, waist-to-hip ratio, diastolic blood pressure and type 2 diabetes were detected (R(g)ranging from 0.11 to 0.76, P-values<br />CP received funding from the National Institute for Health Research Biomedical Research Centre at Great Ormond Street Hospital for Children NHS Foundation Trust and University College London. MMcC is a Wellcome Senior Investigator and an NIHR Senior Investigator. MMcC received funding from Wellcome (090532, 106130, 098381, 203141, 212259), NIDDK (U01DK105535), and NIHR (NF-SI-0617-10090). TGMV was supported by ZonMW (TOP 40-00812-9811010). DLC was supported by the American Diabetes Association Grant 1-17-PDF-077. SFAG is supported by the Daniel B. Burke Chair for Diabetes Research and NIH Grant R01 HD058886. NVT is funded by a pre-doctoral grant from the Agencia de Gestio d'Ajuts Universitaris i de Recerca (2017 FI_B 00636), Generalitat de Catalunya -Fons Social Europeu. BK received personal funding from the European Research Council Advanced Grant META-GROWTH (ERC-2012-AdG -no. 322605). BF was supported by an Oak Foundation Fellowship. RMF and RNB are supported by Sir Henry Dale Fellowship (Wellcome Trust and Royal Society grant: WT104150). ATH is supported by a Wellcome Trust Senior Investigator award (grant number 098395/Z/12/Z). DM is supported by a Canada Research Chair. DLC was supported by the American Diabetes Association Grant 1-17-PDF077. JTL was supported by the Finnish Cultural Foundation. DIB received a KNAW Academy Professor Award (PAH/6635). MH received PhD scholarship funding from TARGET (http://target.ku.dk), The Danish Diabetes Academy (http://danishdiabetesacademy.dk) and the Copenhagen Graduate School of Health and Medical Sciences. VWVJ received funding from the Netherlands Organization for Health Research and Development (VIDI 016.136.361) and the European Research Council (ERC-2014-CoG-648916). ISF was supported by the European Research Council, Wellcome Trust (098497/Z/12/Z), Medical Research Council (MRC_MC_UU_12012/5), the NIHR Cambridge Biomedical Research Centre, the Botnar Foundation, the Bernard Wolfe Health Neuroscience Endowment and the European Community's Seventh Framework Programme (FP7/2007-2013) project Beta-JUDO n degrees 279153. IB acknowledges funding from Wellcome (WT206194). ES works in a unit that receives funding from the University of Bristol and the UK Medical Research Council (MC_UU_00011/1, MC_UU_00011/3). GDS works in the Medical Research Council Integrative Epidemiology Unit at the University of Bristol, which is supported by the Medical Research Council (MC_UU_00011/1). KC received funds from the French National Agency of Research, F-CRIN/FORCE. All funding for the studies that provided the underlying data for this manuscript can be found in S1 Text. The funders had no role in study design, data collection and analysis, data interpretation, decision to publish, or preparation of the manuscript.

Subjects

Subjects :
Male
Genetic-variation
Nedd4 Ubiquitin Protein Ligases
Pooled Analysis
Blood Pressure
0302 clinical medicine
Human genetics
Mendelian Randomization
Young adult
Child
health care economics and organizations
Body mass index
Adiposity
Genetics & Heredity
0303 health sciences
Statistics
1184 Genetics, developmental biology, physiology
Genomics
adulto
3. Good health
Cardiovascular Diseases
Child, Preschool
Physical Sciences
Menarche
genetic-variation
presión sanguínea
Monosaccharide Transport Proteins
Genetic loci
education
enfermedades cardiovasculares
Prostate-specific Antigen
Genetic correlation
03 medical and health sciences
SDG 3 - Good Health and Well-being
Diabetes Mellitus
Genetics
Humans
prostate-specific antigen
Statistical Methods
Molecular Biology
Ecology, Evolution, Behavior and Systematics
childhood
0604 Genetics
[SDV.GEN]Life Sciences [q-bio]/Genetics
Science & Technology
Early Growth Genetics Consortium
Biology and Life Sciences
Computational Biology
nutritional and metabolic diseases
Single nucleotide polymorphisms
Mendelian Randomization Analysis
Biological Tissue
Diabetes Mellitus, Type 2
estudio de asociación genómica completa
genetic factors
mendelian randomization
análisis de la aleatorización mendeliana
proteínas de transporte de monosacáridos
030217 neurology & neurosurgery
Mathematics
Demography
Developmental Biology
Cardiovascular Risk
Cancer Research
obesity
Physiology
humanos
adolescente
Overweight
QH426-470
Genome-wide association studies
Waist–hip ratio
Mathematical and Statistical Techniques
Medicine and Health Sciences
body mass index (BMI)
Genetics of disease
Genetics (clinical)
2. Zero hunger
adiposity
Metaanalysis
Physiological Parameters
Connective Tissue
Female
medicine.symptom
Anatomy
pooled analysis
Life Sciences & Biomedicine
Research Article
Adult
cardiovascular risk
Adolescent
Birth weight
menarquia
Adipose tissue
Biology
3121 Internal medicine
Research and Analysis Methods
medicine
overweight
Genetic Predisposition to Disease
Obesity
030304 developmental biology
Waist-Hip Ratio
índice de masa corporal
Body Weight
Cardiometabolic Risk Factors
predisposición genética a la enfermedad
Heritability
Genome Analysis
young-adults
Genome-wide Association
índice cintura-cadera
Young-adults
genome-wide association
Genome-Wide Association Study

Details

Language :
English
ISSN :
15537404 and 15537390
Volume :
16
Issue :
10
Database :
OpenAIRE
Journal :
PLoS genetics
Accession number :
edsair.doi.dedup.....2f7e3e9c63ac8faa6aa819187732da43