Dedra Buchwald, Jeffrey M. Craig, Kerry L. Jang, Kimberly J. Saudino, Christian Kandler, Abigail Fisher, Duarte L. Freitas, Athula Sumathipala, Massimo Mangino, Robert F. Krueger, Ariel Knafo-Noam, Aline Jelenkovic, Amie E. Hwang, Keith E. Whitfield, Robert Plomin, Thomas Sevenius Nilsen, Lindon J. Eaves, Morten Bjerregaard-Andersen, David A. Butler, Richard Saffery, Gombojav Bayasgalan, Karri Silventoinen, Mingguang He, Anna K. Dahl Aslan, Kelly L. Klump, Meike Bartels, K. Paige Harden, Feng Ning, Jane Wardle, Billy Heung Wing Chang, Syuichi Ooki, Kauko Heikkilä, Tracy L. Nelson, Lucía Colodro-Conde, Ingunn Brandt, David Laszlo Tarnoki, Sarah E. Medland, Lise Dubois, Glen E. Duncan, Jack H. Goldberg, John L. Hopper, Robin P. Corley, Thomas M. Mack, Patrik K. E. Magnusson, Axel Skytthe, Chika Honda, Catherine Tuvblad, Wendy Cozen, Henning Beck-Nielsen, Ruth J. F. Loos, Youngsook Chong, Paul Lichtenstein, Jaakko Kaprio, Judy L. Silberg, Danshiitsoodol Narandalai, Reijo Sund, Per Tynelius, Matthew Hotopf, Juan R. Ordoñana, Brooke M. Huibregtse, David Mankuta, Lior Abramson, Tessa L. Cutler, Nicholas G. Martin, Dongfeng Zhang, Catherine Derom, Sarah Yang, Changhee Hong, Tim D. Spector, Kirsten Ohm Kyvik, Gonneke Willemsen, Michael J. Lyons, Zengchang Pang, Shandell Pahlen, Mikio Watanabe, William S. Kremen, Sevgi Y. Öncel, Joohon Sung, Robert F. Vlietinck, Jennifer R. Harris, Gary E. Swan, Fazil Aliev, Alice M. Gregory, Carol E. Franz, Thorkild I. A. Sørensen, Toos C. E. M. van Beijsterveldt, Hermine H. Maes, Grant W. Montgomery, Thalia C. Eley, Margaret Gatz, Kazuo Hayakawa, Maria A. Stazi, Finn Rasmussen, Esther Rebato, Morten Sodemann, Fujio Inui, Kaare Christensen, Andreas Busjahn, Sari Aaltonen, Kelly Aujard, Sisira Siribaddana, S. Alexandra Burt, Claire M. A. Haworth, José Maia, Tom A. McAdams, Fuling Ji, Yoon-Mi Hur, Yun Mi Song, Ruth Krasnow, Yoshinori Iwatani, Laura A. Baker, Elliot M. Tucker-Drob, Dorret I. Boomsma, Adam Domonkos Tarnoki, Matt McGue, Nancy L. Pedersen, Corrado Fagnani, Xiaohu Ding, Kayoung Lee, Michel Boivin, Juan F. Sánchez-Romera, Yoshie Yokoyama, Qihua Tan, Cristina D'Ippolito, Clare H. Llewellyn, Genevieve Lachance, Kırıkkale Üniversitesi, Department of Social Research (2010-2017), Sociology, Centre for Social Data Science, CSDS, Department of Public Health, Clinicum, Jaakko Kaprio / Principal Investigator, Institute for Molecular Medicine Finland, Center for Population, Health and Society, Population Research Unit (PRU), Genetic Epidemiology, Biological Psychology, Neuroscience Campus Amsterdam - Neurobiology of Mental Health, and EMGO+ - Lifestyle, Overweight and Diabetes
Kaprio, Jaakko/0000-0002-3716-2455; Knafo-Noam, Ariel/0000-0003-0613-1960; de Freitas, Duarte Luis/0000-0001-6642-3370; Haworth, Claire/0000-0002-8608-289X; Siribaddana, Sisira/0000-0001-5821-2557; Kyvik, Kirsten O/0000-0003-2981-0245; Aliev, Fazil/0000-0001-8357-4699; Craig, Jeffrey M/0000-0003-3979-7849; Ordonana, Juan R./0000-0001-7779-6017; Sund, Reijo/0000-0002-6268-8117; Bartels, Meike/0000-0002-9667-7555; Kandler, Christian/0000-0002-9175-235X; Fagnani, Corrado/0000-0001-5771-7772; Huibregtse, Brooke M./0000-0003-0977-7249; Montgomery, Grant W/0000-0002-4140-8139; Colodro-Conde, Lucia/0000-0002-9004-364X; Loos, Ruth J F/0000-0002-8532-5087; Busjahn, Andreas/0000-0001-9650-6919; ONCEL, Sevgi YURT/0000-0002-0990-292X; Christensen, Kaare/0000-0002-5429-5292; Martin, Nicholas/0000-0003-4069-8020; Tan, Qihua/0000-0003-3194-0030; ROMERA, JUAN FRANCISCO SANCHEZ/0000-0002-5405-6216; D'Ippolito, Cristina/0000-0001-7902-9380; Skytthe, Axel E/0000-0002-8629-4913; Tan, Qihua/0000-0003-3194-0030; Heikkila, Kauko/0000-0002-9256-8028; Duncan, Glen/0000-0001-6909-1869; Jelenkovic, Aline/0000-0002-6191-8371; Magnusson, Patrik/0000-0002-7315-7899; mangino, massimo/0000-0002-2167-7470; Medland, Sarah E/0000-0003-1382-380X; Saffery, Richard/0000-0002-9510-4181; Plomin, Robert/0000-0002-0756-3629; Harden, Kathryn/0000-0002-1557-6737; Hotopf, Matthew/0000-0002-3980-4466; McAdams, Tom/0000-0002-6825-3499; Aaltonen, Sari/0000-0002-2873-4263; Kremen, William/0000-0002-8629-5609; Pahlen, Shandell/0000-0003-0753-4155; Llewellyn, Clare/0000-0002-0066-2827; Franz, Carol/0000-0002-8987-1755; Derom, Catherine/0000-0001-5574-796X; Willemsen, Gonneke/0000-0003-3755-0236; Rasmussen, Finn/0000-0001-7915-7809; Rebato, Esther/0000-0003-1221-8501; lee, kayoung/0000-0002-2816-554X; Sodemann, Morten/0000-0001-8992-2500; Gatz, Margaret/0000-0002-1071-9970; Boivin, Michel/0000-0001-8621-9844; Silventoinen, Karri/0000-0003-1759-3079 WOS: 000358874400002 PubMed: 26014041 For over 100 years, the genetics of human anthropometric traits has attracted scientific interest. In particular, height and body mass index (BMI, calculated as kg/m(2)) have been under intensive genetic research. However, it is still largely unknown whether and how heritability estimates vary between human populations. Opportunities to address this question have increased recently because of the establishment of many new twin cohorts and the increasing accumulation of data in established twin cohorts. We started a new research project to analyze systematically (1) the variation of heritability estimates of height, BMI and their trajectories over the life course between birth cohorts, ethnicities and countries, and (2) to study the effects of birth-related factors, education and smoking on these anthropometric traits and whether these effects vary between twin cohorts. We identified 67 twin projects, including both monozygotic (MZ) and dizygotic (DZ) twins, using various sources. We asked for individual level data on height and weight including repeated measurements, birth related traits, background variables, education and smoking. By the end of 2014, 48 projects participated. Together, we have 893,458 height and weight measures (52% females) from 434,723 twin individuals, including 201,192 complete twin pairs (40% monozygotic, 40% same-sex dizygotic and 20% opposite-sex dizygotic) representing 22 countries. This project demonstrates that large-scale international twin studies are feasible and can promote the use of existing data for novel research purposes. National Institute of Mental HealthUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Institute of Mental Health (NIMH) [R01 MH58354]; National Institute on AgingUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Institute on Aging (NIA) [1RO1-AG13662-01A2]; National Institutes of HealthUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USA [R21 AG039572]; WT Grant Foundation; University of London Central Research fund; Medical Research CouncilMedical Research Council UK (MRC) [G81/343, G120/635]; Economic and Social Research CouncilEconomic & Social Research Council (ESRC) [RES-000-22-2206]; Institute of Social Psychiatry [06/07-11]; Leverhulme Research FellowshipLeverhulme Trust [RF/2/RFG/2008/0145]; Goldsmiths; University of London; National Research Foundation of KoreaNational Research Foundation of Korea [NRF-371-2011-1B00047]; Danish Agency for Science, Technology and Innovation; Research Council for Health and Disease; Velux Foundation; US National Institute of HealthUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USA [P01 AG08761]; Fund of Scientific Research, FlandersFWO; Twins, a non-profit Association for Scientific Research in Multiple Births (Belgium); Global Research Network Program of the National Research Foundation [NRF 2011-220-E00006]; NIDAUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Institute on Drug Abuse (NIDA) [DA011015]; Longitudinal Twin Study [HD10333]; National Institute of Health grantsUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USA [NIA R01 AG018384, R01 AG018386, R01 AG022381, R01 AG022982]; Cooperative Studies Program of the Office of Research AMP; Development of the United States Department of Veterans Affairs; Centre of Research Excellence from the National Health and Medical Research CouncilNational Health and Medical Research Council of Australia [1079102]; Michigan State University from the National Institute of Mental Health (NIMH) [R01-MH081813, R01-MH0820-54, R01-MH092377-02, R21-MH070542-01, R03-MH63851-01]; Eunice Kennedy Shriver National Institute for Child Health and Human Development (NICHD) [R01-HD066040]; MSU Foundation [11-SPG-2518]; California Tobacco-Related Disease Research ProgramUniversity of California System [7RT-0134H, 8RT-0107H, 6RT-0354H]; The National Institutes of HealthUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USA [1R01ESO15150-01]; National Natural Science Foundation of ChinaNational Natural Science Foundation of China [81125007]; Australian National Health and Medical Research CouncilNational Health and Medical Research Council of Australia [437015, 607358]; Bonnie Babes Foundation [BBF20704]; Financial Markets Foundation for Children [032-2007]; Victorian Government's Operational Infrastructure Support Program; ENGAGE-European Network for Genetic and Genomic Epidemiology [201413]; National Institute of Alcohol Abuse and AlcoholismUnited States Department of Health & Human ServicesNational Institutes of Health (NIH) - USANIH National Institute on Alcohol Abuse & Alcoholism (NIAAA) [AA-12502, AA-00145, AA-09203]; Academy of Finland Center of Excellence in Complex Disease GeneticsAcademy of Finland [213506, 129680]; Academy of FinlandAcademy of Finland [100499, 205585, 118555, 141054, 265240, 263278, 264146]; Osaka University's International Joint Research Promotion Program; Kirikkale University Research Grant: KKUKirikkale University; TUBITAKTurkiye Bilimsel ve Teknolojik Arastirma Kurumu (TUBITAK) [114C117]; European Research Council (ERC)European Research Council (ERC) [240994]; European Union's Seventh Framework Programmes ENGAGE ConsortiumEuropean Union (EU) [HEALTH-F4-2007-201413]; BioSHaRE EU [HEALTH-F4-2010-261433]; Seneca FoundationFundacion Seneca; Regional Agency for Science and Technology, Murcia, Spain [08633/PHCS/08, 15302/PHCS/10]; Ministry of Science and Innovation, SpainSpanish Government [PSI11560-2009]; UK Medical Research CouncilMedical Research Council UK (MRC) [G0901245]; UK Biotechnology and Biological Sciences Research CouncilBiotechnology and Biological Sciences Research Council (BBSRC) [31/D19086]; Portuguese agency for research (The Foundation for Science and Technology) [POCI/DES/56834/2004]; National Institutes of Health.United States Department of Health & Human ServicesNational Institutes of Health (NIH) - USA [R01 HD068435, R01 MH062375]; Wellcome TrustWellcome Trust; European Community's Seventh Framework ProgrammeEuropean Union (EU); National Institute for Health Research (NIHR) BioResource Clinical Research Facility and Biomedical Research Centre based at Guy's and St Thomas' NHS Foundation Trust and King's College London; Netherlands Organization for Scientific Research (NWO)Netherlands Organization for Scientific Research (NWO); MagW/ZonMW [904-61-090, 985-10-002, 912-10-020, 904-61-193, 480-04-004, 463-06-001, 451-04-034, 400-05-717, Addiction-31160008, Middelgroot-911-09-032, Spinozapremie 56-464-14192]; VU University's Institute for Health and Care Research (EMGO+); European Research CouncilEuropean Research Council (ERC) [ERC-230374]; Avera Institute, Sioux Falls, South Dakota (USA); Cancer Research UKCancer Research UK [C1418/A7974]; [5T32DA017637-10]; [NIH RC2 HL103416]; Cancer Research UKCancer Research UK [14133]; Medical Research CouncilMedical Research Council UK (MRC) [G0901245, MC_UU_12013/1]; NNF Center for Basic Metabolic ResearchNovo Nordisk Foundation [Metabolic Genetics]; Novo Nordisk FondenNovo NordiskNovo Nordisk Foundation [NNF10CC1016515] This study was conducted within the CODATwins project (Academy of Finland #266592). Support for participating twin projects: the University of Southern California Twin Study is funded by a grant from the National Institute of Mental Health (R01 MH58354). The Carolina African American Twin Study of Aging (CAATSA) was funded by a grant from the National Institute on Aging (grant 1RO1-AG13662-01A2) to K. E. Whitfield. The NAS-NRC Twin Registry acknowledges financial support from the National Institutes of Health grant number R21 AG039572. Waves 1-3 of Genesis 12-19 were funded by the WT Grant Foundation, the University of London Central Research fund and a Medical Research Council Training Fellowship (G81/343) and Career Development Award (G120/635) to Thalia C. Eley. Wave 4 was supported by grants from the Economic and Social Research Council (RES-000-22-2206) and the Institute of Social Psychiatry (06/07-11) to Alice M. Gregory who was also supported at that time by a Leverhulme Research Fellowship (RF/2/RFG/2008/0145). Wave 5 was supported by funding to Alice M. Gregory from Goldsmiths, University of London. Anthropometric measurements of the Hungarian twins were supported by Medexpert Ltd., Budapest, Hungary. South Korea Twin Registry is supported by National Research Foundation of Korea (NRF-371-2011-1B00047). The Danish Twin Registry is supported by the National Program for Research Infrastructure 2007 from the Danish Agency for Science, Technology and Innovation, The Research Council for Health and Disease, the Velux Foundation and the US National Institute of Health (P01 AG08761). Since its origin, the East Flanders Prospective Survey has been partly supported by grants from the Fund of Scientific Research, Flanders and Twins, a non-profit Association for Scientific Research in Multiple Births (Belgium). Korean Twin-Family Register was supported by the Global Research Network Program of the National Research Foundation (NRF 2011-220-E00006). The Colorado Twin Registry is funded by NIDA funded center grant DA011015 and Longitudinal Twin Study HD10333; Author Huibregtse is supported by 5T32DA017637-10. The Vietnam Era Twin Study of Aging was supported by National Institute of Health grants NIA R01 AG018384, R01 AG018386, R01 AG022381, and R01 AG022982, and, in part, with resources of the VA San Diego Center of Excellence for Stress and Mental Health. The Cooperative Studies Program of the Office of Research & Development of the United States Department of Veterans Affairs has provided financial support for the development and maintenance of the Vietnam Era Twin (VET) Registry. The content of this manuscript is solely the responsibility of the authors and does not necessarily represent the official views of the NIA/NIH, or the VA. The Australian Twin Registry is supported by a Centre of Research Excellence (grant ID 1079102) from the National Health and Medical Research Council administered by the University of Melbourne. The Michigan State University Twin Registry has been supported by Michigan State University, as well as grants R01-MH081813, R01-MH0820-54, R01-MH092377-02, R21-MH070542-01, R03-MH63851-01 from the National Institute of Mental Health (NIMH), R01-HD066040 from the Eunice Kennedy Shriver National Institute for Child Health and Human Development (NICHD), and 11-SPG-2518 from the MSU Foundation. The content of this manuscript is solely the responsibility of the authors and does not necessarily represent the official views of the NIMH, the NICHD, or the National Institutes of Health.; r The California Twin Program was supported by The California Tobacco-Related Disease Research Program (7RT-0134H, 8RT-0107H, 6RT-0354H) and the National Institutes of Health (1R01ESO15150-01). The Guangzhou Twin Eye Study is supported by National Natural Science Foundation of China (grant #81125007). PETS was supported by grants from the Australian National Health and Medical Research Council (grant numbers 437015 and 607358 to JC, and RS), the Bonnie Babes Foundation (grant number BBF20704 to JMC), the Financial Markets Foundation for Children (grant no. 032-2007 to JMC), and by the Victorian Government's Operational Infrastructure Support Program. Data collection and analyses in Finnish twin cohorts have been supported by ENGAGE-European Network for Genetic and Genomic Epidemiology, FP7-HEALTH-F4-2007, grant agreement number 201413, National Institute of Alcohol Abuse and Alcoholism (grants AA-12502, AA-00145, and AA-09203 to R. J. Rose, the Academy of Finland Center of Excellence in Complex Disease Genetics (grant numbers: 213506, 129680), and the Academy of Finland (grants 100499, 205585, 118555, 141054, 265240, 263278 and 264146 to J. Kaprio). K. Silventoinen is supported by Osaka University's International Joint Research Promotion Program. S. Y. Oncel and F. Aliev are supported by Kirikkale University Research Grant: KKU, 2009/43 and TUBITAK grant 114C117. The Longitudinal Israeli Study of Twins was funded by the Starting Grant no. 240994 from the European Research Council (ERC) to Ariel Knafo. Data collection and research stemming from the Norwegian Twin Registry is supported, in part, from the European Union's Seventh Framework Programmes ENGAGE Consortium (grant agreement HEALTH-F4-2007-201413, and BioSHaRE EU (grant agreement HEALTH-F4-2010-261433). The Murcia Twin Registry is supported by the Seneca Foundation, Regional Agency for Science and Technology, Murcia, Spain (08633/PHCS/08 & 15302/PHCS/10) and Ministry of Science and Innovation, Spain (PSI11560-2009). The Twins Early Development Study (TEDS) is supported by a program grant (G0901245) from the UK Medical Research Council and the work on obesity in TEDS is supported in part by a grant from the UK Biotechnology and Biological Sciences Research Council (31/D19086). The Madeira data comes from the following project: genetic and environmental influences on physical activity, fitness, and health: the Madeira family study Project reference: POCI/DES/56834/2004 founded by the Portuguese agency for research (The Foundation for Science and Technology). The Boston University Twin Project is funded by grants (#R01 HD068435 #R01 MH062375) from the National Institutes of Health to K. Saudino. TwinsUK was funded by the Wellcome Trust; European Community's Seventh Framework Programme (FP7/2007-2013). The study also receives support from the National Institute for Health Research (NIHR) BioResource Clinical Research Facility and Biomedical Research Centre based at Guy's and St Thomas' NHS Foundation Trust and King's College London. The University of Washington Twin Registry is supported by the grant NIH RC2 HL103416 (D. Buchwald, PI). The Netherlands Twin Register acknowledges the Netherlands Organization for Scientific Research (NWO) and MagW/ZonMW grants 904-61-090, 985-10-002, 912-10-020, 904-61-193,480-04-004, 463-06-001, 451-04-034, 400-05-717, Addiction-31160008, Middelgroot-911-09-032, Spinozapremie 56-464-14192; VU University's Institute for Health and Care Research (EMGO+); the European Research Council (ERC-230374), the Avera Institute, Sioux Falls, South Dakota (USA).; r Gemini was supported by a grant from Cancer Research UK (C1418/A7974).