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

dc.contributor.authorVogelezang, Suzanne
dc.contributor.authorBradfield, Jonathan P
dc.contributor.authorAhluwalia, Tarunveer S
dc.contributor.authorCurtin, John A
dc.contributor.authorLakka, Timo A
dc.contributor.authorGrarup, Niels
dc.contributor.authorScholz, Markus
dc.contributor.authorvan der Most, Peter J
dc.contributor.authorMonnereau, Claire
dc.contributor.authorStergiakouli, Evie
dc.contributor.authorHeiskala, Anni
dc.contributor.authorHorikoshi, Momoko
dc.contributor.authorFedko, Iryna O
dc.contributor.authorVilor-Tejedor, Natalia
dc.contributor.authorCousminer, Diana L
dc.contributor.authorStandl, Marie
dc.contributor.authorWang, Carol A
dc.contributor.authorViikari, Jorma
dc.contributor.authorGeller, Frank
dc.contributor.authoriniguez, Carmen
dc.contributor.authorPitkanen, Niina
dc.contributor.authorChesi, Alessandra
dc.contributor.authorBacelis, Jonas
dc.contributor.authorYengo, Loic
dc.contributor.authorTorrent Quetglas, Maties
dc.contributor.authorNtalla, Ioanna
dc.contributor.authorHelgeland, Øyvind
dc.contributor.authorSelzam, Saskia
dc.contributor.authorVonk, Judith M
dc.contributor.authorZafarmand, Mohammed H
dc.contributor.authorHeude, Barbara
dc.contributor.authorFarooqi, Ismaa Sadaf
dc.contributor.authorAlyass, Akram
dc.contributor.authorBeaumont, Robin N
dc.contributor.authorHave, Christian T
dc.contributor.authorRzehak, Peter
dc.contributor.authorBilbao, Jose Ramon
dc.contributor.authorSchnurr, Theresia M
dc.contributor.authorBarroso, Ines
dc.contributor.authorBonnelykke, Klaus
dc.contributor.authorBeilin, Lawrence J
dc.contributor.authorCarstensen, Lisbeth
dc.contributor.authorCharles, Marie-Aline
dc.contributor.authorChawes, Bo
dc.contributor.authorClement, Karine
dc.contributor.authorClosa-Monasterolo, Ricardo
dc.contributor.authorCustovic, Adnan
dc.contributor.authorEriksson, Johan G
dc.contributor.authorEscribano, Joaquin
dc.contributor.authorGroen-Blokhuis, Maria
dc.contributor.authorGrote, Veit
dc.contributor.authorGruszfeld, Dariusz
dc.contributor.authorHakonarson, Hakon
dc.contributor.authorHansen, Torben
dc.contributor.authorHattersley, Andrew T
dc.contributor.authorHollensted, Mette
dc.contributor.authorHottenga, Jouke-Jan
dc.contributor.authorHyppönen, Elina
dc.contributor.authorJohansson, Stefan
dc.contributor.authorJoro, Raimo
dc.contributor.authorKähönen, Mika
dc.contributor.authorKarhunen, Ville
dc.contributor.authorKiess, Wieland
dc.contributor.authorKnight, Bridget A
dc.contributor.authorKoletzko, Berthold
dc.contributor.authorKüehnapfel, Andreas
dc.contributor.authorLandgraf, Kathrin
dc.contributor.authorLanghendries, Jean-Paul
dc.contributor.authorLehtimäki, Terho
dc.contributor.authorLeinonen, Jaakko T
dc.contributor.authorLi, Aihuali
dc.contributor.authorLindi, Virpi
dc.contributor.authorLowry, Estelle
dc.contributor.authorBustamante, Mariona
dc.contributor.authorMedina-Gomez, Carolina
dc.contributor.authorMelbye, Mads
dc.contributor.authorMichaelsen, Kim F
dc.contributor.authorMorgen, Camilla S
dc.contributor.authorMori, Trevor A
dc.contributor.authorNielsen, Tenna RH
dc.contributor.authorNiinikoski, Harri
dc.contributor.authorOldehinkel, Albertine J
dc.contributor.authorPahkala, Katja
dc.contributor.authorPanoutsopoulou, Kalliope
dc.contributor.authorPedersen, Oluf
dc.contributor.authorPennell, Craig E
dc.contributor.authorPower, Christine
dc.contributor.authorReijneveld, Sijmen A
dc.contributor.authorRivadeneira, Fernando
dc.contributor.authorSimpson, Angela
dc.contributor.authorSly, Peter D
dc.contributor.authorStokholm, Jakob
dc.contributor.authorTeo, Kook K
dc.contributor.authorThiering, Elisabeth
dc.contributor.authorTimpson, Nicholas J
dc.contributor.authorUitterlinden, Andre G
dc.contributor.authorvan Beijsterveldt, Catharina E. M
dc.contributor.authorvan Schaik, Barbera D. C
dc.contributor.authorVaudel, Marc
dc.contributor.authorVerduci, Elvira
dc.contributor.authorVinding, Rebecca K
dc.contributor.authorVogel, Mandy
dc.contributor.authorZeggini, Eleftheria
dc.contributor.authorSebert, Sylvain
dc.contributor.authorLind, Mads V
dc.contributor.authorBrown, Christopher D
dc.contributor.authorSanta-Marina, Loreto
dc.contributor.authorReischl, Eva
dc.contributor.authorFrithioff-Bøjsøe, Christine
dc.contributor.authorMeyre, David
dc.contributor.authorWheeler, Eleanor
dc.contributor.authorOng, Ken
dc.contributor.authorNohr, Ellen A
dc.contributor.authorVrijkotte, Tanja G. M
dc.contributor.authorKoppelman, Gerard H
dc.contributor.authorPlomin, Robert
dc.contributor.authorNjølstad, Pal R
dc.contributor.authorDedoussis, George D
dc.contributor.authorFroguel, Philippe
dc.contributor.authorSorensen, Thorkild I. A
dc.contributor.authorJacobsson, Bo
dc.contributor.authorFreathy, Rachel M
dc.contributor.authorZemel, Babette S
dc.contributor.authorRaitakari, Olli
dc.contributor.authorVrijheid, Martine
dc.contributor.authorFeenstra, Bjarke
dc.contributor.authorLyytikäinen, Leo-Pekka
dc.contributor.authorSnieder, Harold
dc.contributor.authorKirsten, Holger
dc.contributor.authorHolt, Patrick G
dc.contributor.authorHeinrich, Joachim
dc.contributor.authorWiden, Elisabeth
dc.contributor.authorSunyer, Jordi
dc.contributor.authorBoomsma, Dorret I
dc.contributor.authorJärvelin, Marjo-Riitta
dc.contributor.authorKöerner, Antje
dc.contributor.authorDavey Smith, George
dc.contributor.authorHolm, Jens-Christian
dc.contributor.authorAtalay, Mustafa
dc.contributor.authorMurray, Clare
dc.contributor.authorBisgaard, Hans
dc.contributor.authorMcCarthy, Mark I
dc.contributor.authorEarly Growth Genetics Consortium
dc.contributor.authorJaddoe, Vincent WV
dc.contributor.authorGrant, Struan FA
dc.contributor.authorFelix, Janine F
dc.date.accessioned2024-09-13T09:15:54Z
dc.date.available2024-09-13T09:15:54Z
dc.date.issued2020-10
dc.description.abstractThe 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 <0.002). A negative genetic correlation of childhood BMI with age at menarche was observed. Our results suggest that the biological processes underlying childhood BMI largely, but not completely, overlap with those underlying adult BMI. The well-known observational associations of BMI in childhood with cardio-metabolic diseases in adulthood may reflect partial genetic overlap, but in light of previous evidence, it is also likely that they are explained through phenotypic continuity of BMI from childhood into adulthood. Author summary Although twin studies have shown that body mass index (BMI) is highly heritable, many common genetic variants involved in the development of BMI have not yet been identified, especially in children. We studied associations of more than 40 million genetic variants with childhood BMI in 61,111 children aged between 2 and 10 years. We identified 25 genetic variants that were associated with childhood BMI. Two of these have not been implicated for BMI previously, located close to the genesNEDD4LandSLC45A3. We also show that the genetic background of childhood BMI overlaps with that of birth weight, adult BMI, waist-to-hip-ratio, diastolic blood pressure, type 2 diabetes, and age at menarche. Our results suggest that the biological processes underlying childhood BMI largely overlap with those underlying adult BMI. However, the overlap is not complete. Additionally, the genetic backgrounds of childhood BMI and other cardio-metabolic phenotypes are overlapping. This may mean that the associations of childhood BMI and later cardio-metabolic outcomes are partially explained by shared genetics, but it could also be explained by the strong association of childhood BMI with adult BMI.en
dc.description.sponsorshipCP 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.es_ES
dc.format.number10es_ES
dc.format.pagee1008718es_ES
dc.format.volume16es_ES
dc.identifier.citationVogelezang S, Bradfield JP, Ahluwalia TS, Curtin JA, Lakka TA, Grarup N, et al. Novel loci for childhood body mass index and shared heritability with adult cardiometabolic traits. PLoS Genet. 2020 Oct;16(10):e1008718.en
dc.identifier.doi10.1371/journal.pgen.1008718
dc.identifier.issn1553-7404
dc.identifier.journalPloS Geneticses_ES
dc.identifier.otherhttp://hdl.handle.net/20.500.13003/9198
dc.identifier.pubmedID33045005es_ES
dc.identifier.puiL2008348102
dc.identifier.scopus2-s2.0-85092931223
dc.identifier.urihttps://hdl.handle.net/20.500.12105/23028
dc.identifier.wos582197600001
dc.language.isoengen
dc.publisherPublic Library of Science (PLOS)
dc.relation.publisherversionhttps://dx.doi.org/10.1371/journal.pgen.1008718en
dc.rights.accessRightsopen accessen
dc.rights.licenseAttribution 4.0 International*
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/*
dc.subject.decsÍndice de Masa Corporal*
dc.subject.decsAnálisis de la Aleatorización Mendeliana*
dc.subject.decsRelación Cintura-Cadera*
dc.subject.decsFactores de Riesgo Cardiometabólico*
dc.subject.decsPredisposición Genética a la Enfermedad*
dc.subject.decsFemenino*
dc.subject.decsUbiquitina-Proteína Ligasas Nedd4*
dc.subject.decsProteínas de Transporte de Monosacáridos*
dc.subject.decsAdolescente*
dc.subject.decsMasculino*
dc.subject.decsMenarquia*
dc.subject.decsEstudio de Asociación del Genoma Completo*
dc.subject.decsPreescolar*
dc.subject.decsPresión Sanguínea*
dc.subject.decsHumanos*
dc.subject.decsDiabetes Mellitus Tipo 2*
dc.subject.decsEnfermedades Cardiovasculares*
dc.subject.decsNiño*
dc.subject.decsAdulto*
dc.subject.meshCardiovascular Diseases*
dc.subject.meshChild*
dc.subject.meshDiabetes Mellitus, Type 2*
dc.subject.meshGenetic Predisposition to Disease*
dc.subject.meshCardiometabolic Risk Factors*
dc.subject.meshAdult*
dc.subject.meshHumans*
dc.subject.meshMendelian Randomization Analysis*
dc.subject.meshChild, Preschool*
dc.subject.meshAdolescent*
dc.subject.meshWaist-Hip Ratio*
dc.subject.meshBlood Pressure*
dc.subject.meshMonosaccharide Transport Proteins*
dc.subject.meshMale*
dc.subject.meshMenarche*
dc.subject.meshNedd4 Ubiquitin Protein Ligases*
dc.subject.meshFemale*
dc.subject.meshBody Mass Index*
dc.subject.meshGenome-Wide Association Study*
dc.titleNovel loci for childhood body mass index and shared heritability with adult cardiometabolic traitsen
dc.typeresearch articleen
dspace.entity.typePublication
relation.isPublisherOfPublicationa2759e3d-0d58-4e8a-9fcd-c6130ee333d1
relation.isPublisherOfPublication.latestForDiscoverya2759e3d-0d58-4e8a-9fcd-c6130ee333d1

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