Genetic and environmental influences on height from infancy to early adulthood: an individual-based pooled analysis of 45 twin cohorts
Open accessAbstract
Height variation is known to be determined by both genetic and environmental factors, but a systematic description of how their influences differ by sex, age and global regions is lacking. We conducted an individual-based pooled analysis of 45 twin cohorts from 20 countries, including 180,520 paired measurements at ages 1-19 years. The proportion of height variation explained by shared environmental factors was greatest in early childhood, but these effects remained present until early adulthood. Accordingly, the relative genetic contribution increased with age and was greatest in adolescence (up to 0.83 in boys and 0.76 in girls). Comparing geographic-cultural regions (Europe, North-America and Australia, and East-Asia), genetic variance was greatest in North-America and Australia and lowest in East-Asia, but the relative proportion of genetic variation was roughly similar across these regions. Our findings provide further insights into height variation during childhood and adolescence in populations representing different ethnicities and exposed to different environments.
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Extensive twin studies show that adult height is highly heritable with predominantly additive genetic effects that diverge in a sex-specific manner from the age of puberty onwards, and these effects are likely due to sex differences in adult circulating testosterone concentrations.
“Extensive twin studies show that adult height is highly heritable with predominantly additive genetic effects (140) that diverge in a sex-specific manner from the age of puberty onwards (141, 142), the effects of which are likely to be due to sex differences in adult circulating testosterone concentrations.”
From Circulating Testosterone as the Hormonal Basis of Sex Differences in Athletic Performance (2018) · cites this paper as [141]
With the onset of puberty, girls aged 11 and 12 years are transiently taller than peer-aged boys due to earlier female pubertal growth spurt, but from age 14 years onward taller stature in males emerges and stabilizes.
“However, with the onset of puberty, girls aged 11 and 12 years are transiently taller than peer-aged boys due to their earlier onset of the female pubertal growth spurt, but from the age of 14 years onward the taller stature in males emerges and stabilizes (141).”
From Circulating Testosterone as the Hormonal Basis of Sex Differences in Athletic Performance (2018) · cites this paper as [141]
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References 48 · Cited by 202
Research works printed but not linked: 1
- Pearson K. & Lee A. On the laws on inheritance in man. Biometrika 2, 356– 462 (1903).
- Authors
- Jelenkovic, A., Sund, R., Hur, Y.-M., Yokoyama, Y., Hjelmborg, J. V. B., Möller, S., Honda, C., Magnusson, P. K. E., Pedersen, N. L., Ooki, S., Aaltonen, S., Stazi, M. A., Fagnani, C., D’Ippolito, C., Freitas, D. L., Maia, J. A., Ji, F., Ning, F., Pang, Z., Rebato, E., Busjahn, A., Kandler, C., Saudino, K. J., Jang, K. L., Cozen, W., Hwang, A. E., Mack, T. M., Gao, W., Yu, C., Li, L., Corley, R. P., Huibregtse, B. M., Derom, C. A., Vlietinck, R. F., Loos, R. J. F., Heikkilä, K., Wardle, J., Llewellyn, C. H., Fisher, A., McAdams, T. A., Eley, T. C., Gregory, A. M., He, M., Ding, X., Bjerregaard-Andersen, M., Beck-Nielsen, H., Sodemann, M., Tarnoki, A. D., Tarnoki, D. L., Knafo-Noam, A., Mankuta, D., Abramson, L., Burt, S. A., Klump, K. L., Silberg, J. L., Eaves, L. J., Maes, H. H., Krueger, R. F., McGue, M., Pahlen, S., Gatz, M., Butler, D. A., Bartels, M., van Beijsterveldt, T. C. E. M., Craig, J. M., Saffery, R., Dubois, L., Boivin, M., Brendgen, M., Dionne, G., Vitaro, F., Martin, N. G., Medland, S. E., Montgomery, G. W., Swan, G. E., Krasnow, R., Tynelius, P., Lichtenstein, P., Haworth, C. M. A., Plomin, R., Bayasgalan, G., Narandalai, D., Harden, K. P., Tucker-Drob, E. M., Spector, T., Mangino, M., Lachance, G., Baker, L. A., Tuvblad, C., Duncan, G. E., Buchwald, D., Willemsen, G., Skytthe, A., Kyvik, K. O., Christensen, K., Öncel, S. Y., Aliev, F., Rasmussen, F., Goldberg, J. H., Sørensen, T. I. A., Boomsma, D. I., Kaprio, J., & Silventoinen, K.
- Affiliations
- University of Helsinki (FI)
- Mokpo National University (KR)
- Osaka City University (JP)
- University of Southern Denmark (DK)
- The University of Osaka (JP)
- Karolinska Institutet (SE)
- Ishikawa Prefectural Nursing University (JP)
- Istituto Superiore di Sanità (IT)
- Universidade da Madeira (PT)
- Qingdao Municipal Center for Disease Control and Prevention (CN)
- University of the Basque Country (ES)
- Bielefeld University (DE)
- Boston University (US)
- University of British Columbia (CA)
- University of Southern California (US)
- Peking University (CN)
- University of Colorado Boulder (US)
- Universitair Ziekenhuis Leuven (BE)
- Icahn School of Medicine at Mount Sinai (US)
- University College London (GB)
- King's College London (GB)
- Goldsmiths University of London (GB)
- Sun Yat-sen University (CN)
- Statens Serum Institut (DK)
- Odense University Hospital (DK)
- Hebrew University of Jerusalem (IL)
- Michigan State University (US)
- Virginia Commonwealth University (US)
- University of Minnesota (US)
- National Academy of Medicine (US)
- Vrije Universiteit Amsterdam (NL)
- Royal Children's Hospital (AU)
- University of Ottawa (CA)
- National Research Tomsk State University (RU)
- Université du Québec à Montréal (CA)
- Université Laval (CA)
- Université de Montréal (CA)
- QIMR Berghofer Medical Research Institute (AU)
- Stanford Medicine (US)
- SRI International (US)
- University of Bristol (GB)
- The University of Texas at Austin (US)
- Washington State University Spokane (US)
- Washington State University (US)
- Kırıkkale University (TR)
- University of Washington (US)
- University of Copenhagen (DK)
- Corresponding author
- Jelenkovic, Aline
- ORCID
- Jelenkovic, Aline
- Sund, Reijo
- Hur, Yoon-Mi
- Yokoyama, Yoshie
- Hjelmborg, Jacob v. B.
- Möller, Sören
- Magnusson, Patrik K. E.
- Pedersen, Nancy L.
- Ooki, Syuichi
- Aaltonen, Sari
- Fagnani, Corrado
- D’Ippolito, Cristina
- Freitas, Duarte L.
- Ji, Fuling
- Ning, Feng
- Pang, Zengchang
- Rebato, Esther
- Busjahn, Andreas
- Kandler, Christian
- Saudino, Kimberly J.
- Jang, Kerry L.
- Cozen, Wendy
- Hwang, Amie E.
- Mack, Thomas M.
- Gao, Wenjing
- Yu, Canqing
- Li, Liming
- Corley, Robin P.
- Huibregtse, Brooke M.
- Derom, Catherine A.
- Vlietinck, Robert F.
- Loos, Ruth J. F.
- Wardle, Jane
- Llewellyn, Clare H.
- Fisher, Abigail
- McAdams, Tom A.
- Eley, Thalia C.
- Gregory, Alice M.
- He, Mingguang
- Bjerregaard-Andersen, Morten
- Sodemann, Morten
- Abramson, Lior
- Burt, S. Alexandra
- Klump, Kelly L.
- Silberg, Judy L.
- Maes, Hermine H.
- Krueger, Robert F.
- McGue, Matt
- Pahlen, Shandell
- Gatz, Margaret
- Butler, David A.
- Bartels, Meike
- Craig, Jeffrey M.
- Saffery, Richard
- Dubois, Lise
- Boivin, Michel
- Brendgen, Mara
- Dionne, Ginette
- Vitaro, Frank
- Martin, Nicholas G.
- Medland, Sarah E.
- Montgomery, Grant W.
- Swan, Gary E.
- Tynelius, Per
- Lichtenstein, Paul
- Haworth, Claire M. A.
- Plomin, Robert
- Bayasgalan, Gombojav
- Harden, K. Paige
- Mangino, Massimo
- Baker, Laura A.
- Tuvblad, Catherine
- Duncan, Glen E.
- Buchwald, Dedra
- Willemsen, Gonneke
- Skytthe, Axel
- Kyvik, Kirsten O.
- Christensen, Kaare
- Öncel, Sevgi Y.
- Rasmussen, Finn
- Goldberg, Jack H.
- Sørensen, Thorkild I. A.
- Boomsma, Dorret I.
- Kaprio, Jaakko
- Silventoinen, Karri
- Venue
- Scientific Reports
- Published
- 2016-06-23
- Volume
- 6
- Issue
- 1
- Pages
- 28496-28496
- ISSN
- 2045-2322 (ISSN-L)
- PMC
- PMC4917845
- OpenAlex
- W2471943374
- Cited by
- 202
- References
- 48
- Citations by year
- 2026: 16 · 2025: 17 · 2024: 23 · 2023: 29 · 2022: 25 · 2021: 13 · 2020: 32 · 2019: 21 · 2018: 16 · 2017: 5 · 2016: 5
- FWCI
- 12.53
- Type
- journal article
- Language
- en
- Open access
- gold
- doi.org
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- WOS
- Funders
- William T. Grant Foundation
- Tobacco-Related Disease Research Program
- University of Southern California
- Velux Stiftung (P01 AG08761)
- Washington State University
- Michigan State University (R01MH081813, R01-MH0820-54, R03MH63851-01, R01MH092377-02, R21-MH070542-01)
- University of Washington
- Bonnie Babes Foundation (BBF20704)
- Wellcome Trust (FP7/2007–2013, G0901245, 213506, 129680)
- Michigan State University Foundation
- Kırıkkale Üniversitesi
- Cancer Research UK (FP7/2007-2013, C1418/A7974, A7974)
- National Institute for Health and Care Research (FP7/2007–2013)
- Leverhulme Trust (FP7/2007-2013)
- King's College London
- National Research Foundation
- National Natural Science Foundation of China (201502006, 81125007, 2011-1, FP7/2007-2013, FP7/2007, 31160008)
- ZonMw (Addiction‐31160008, Middelgroot‐911‐09‐032, 985-10-002, 400‐05‐717, 91210020, 451‐04‐034, 463‐06‐001, 56-464-14192, 904-61-193, 911‐09‐032, 904-61-090, 31160008, 480‐04‐004)
- Vrije Universiteit Amsterdam (FP7/2007-2013)
- Academy of Finland (129680, 263 278, 118 555, 265 240, 100499, 205585, 118555, 141054, 265240, 263278 and 264146, 141 054, 264 146, 100499, 266592, 205585, #213506, grants 100499, 265240, 263278)
- Nederlandse Organisatie voor Wetenschappelijk Onderzoek (463-06-001, 400‐05‐717, 904-61-193, 904-61-090, FP7 2007-2013, 311-60008, 912-100-20, 56‐464‐14192, Addiction-31160008, 230374, Spinozapremie 56-464-14192, 451–04-034, 911-09-032, 912-10-020, 904-61-193, 985-10002, Middelgroot-911-09-032, 14192, 480-04-004, 904-61-090, 985-10-002)
- National Research Foundation of Korea
- Türkiye Bilimsel ve Teknolojik Araştırma Kurumu (114C117)
- State Government of Victoria
- Vlaamse regering
- National Institutes of Health (G0901245, FP7/2007-2013, 451-04-034, ERC 230374, 912-10-020, 1R01ESO15150-01, 463-06-001, DA011015, 400-05-717)
- Directorate for Biological Sciences
- College of Engineering, Michigan State University
- Forsknings- og Innovationsstyrelsen
- Medical Research Council (FP7/20072013, G0901245, MR/M021475/1, G81/343, G120/635)
- Biotechnology and Biological Sciences Research Council (31/D19086)
- Economic and Social Research Council (RES-000-22-2206, FP7/2007-2013, RES-000-)
- National Health and Medical Research Council (437015, 607358)
- Japan Society for the Promotion of Science (437015, 15H05105, 265240, 264146)
- Danish Agency for Science and Higher Education
- Fundação para a Ciência e a Tecnologia (POCI/DES/56834/2004)
- National Institute on Alcohol Abuse and Alcoholism (K05AA000145, R01AA012502, R01AA009203, R37AA012502, R21AA023322)
- National Institute on Aging (P01AG008761, R21AG039572)
- National Heart, Lung, and Blood Institute (RC2HL103416)
- National Institute of Mental Health (R01MH092377, MH 070542, R01-MH092377-02, R21MH070542, R01MH082054, MH58354, R01MH081813, R01MH058354, R01MH062375, R03MH063851, MH062375, R03-MH63851-01)
- National Institute on Drug Abuse (AA-09203, DA 011015, AA-12502, T32DA017637, P60DA011015, AA-00145)
- National Institute of Environmental Health Sciences (R01ES015150)
- Eunice Kennedy Shriver National Institute of Child Health and Human Development (R21HD081437, R01HD068435, R01HD010333, R01HD066040, P2CHD042849)
- FP7 Ideas: European Research Council (240994)
- FP7 Health (201413, FP7/2007-2013)
- Topics
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetic Associations and Epidemiology
- Life Sciences › Biochemistry, Genetics and Molecular Biology › Genetics › Genetics and Physical Performance
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Cognitive Abilities and Testing
- Keywords
- height variation, heritability, genetic variance, shared environment, twin studies, child growth, adolescence, sex differences, age differences
- MeSH terms
- Adolescent, Australia, Body Height, Child, Child, Preschool, Environment, Europe, Asia, Eastern, Female, Humans, Infant, Male, North America, Twins, Dizygotic, Twins, Monozygotic, Genetic Variation, Cohort Studies, Young Adult, Gene-Environment Interaction
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