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Changing genetic architecture of body mass index from infancy to early adulthood

Authors :
Karri Silventoinen
Weilong Li
Aline Jelenkovic
Reijo Sund
Yoshie Yokoyama
Sari Aaltonen
Maarit Piirtola
Masumi Sugawara
Mami Tanaka
Satoko Matsumoto
Laura A. Baker
Catherine Tuvblad
Per Tynelius
Finn Rasmussen
Jeffrey M. Craig
Richard Saffery
Gonneke Willemsen
Meike Bartels
Catharina E. M. van Beijsterveldt
Nicholas G. Martin
Sarah E. Medland
Grant W. Montgomery
Paul Lichtenstein
Robert F. Krueger
Matt McGue
Shandell Pahlen
Kaare Christensen
Axel Skytthe
Kirsten O. Kyvik
Kimberly J. Saudino
Lise Dubois
Michel Boivin
Mara Brendgen
Ginette Dionne
Frank Vitaro
Vilhelmina Ullemar
Catarina Almqvist
Patrik K. E. Magnusson
Robin P. Corley
Brooke M. Huibregtse
Ariel Knafo-Noam
David Mankuta
Lior Abramson
Claire M. A. Haworth
Robert Plomin
Morten Bjerregaard-Andersen
Henning Beck-Nielsen
Morten Sodemann
Glen E. Duncan
Dedra Buchwald
S. Alexandra Burt
Kelly L. Klump
Clare H. Llewellyn
Abigail Fisher
Dorret I. Boomsma
Thorkild I. A. Sørensen
Jaakko Kaprio
Helsinki Inequality Initiative (INEQ)
Demography
Population Research Unit (PRU)
Center for Population, Health and Society
Sociology
University of Helsinki
Clinicum
Department of Physiology
Department of Public Health
Faculty Common Matters (Faculty of Social Sciences)
Institute for Molecular Medicine Finland
Technology Centre
Genetic Epidemiology
Biological Psychology
APH - Health Behaviors & Chronic Diseases
APH - Mental Health
APH - Personalized Medicine
Amsterdam Reproduction & Development
APH - Methodology
Source :
Silventoinen, K, Li, W, Jelenkovic, A, Sund, R, Yokoyama, Y, Aaltonen, S, Piirtola, M, Sugawara, M, Tanaka, M, Matsumoto, S, Baker, L A, Tuvblad, C, Tynelius, P, Rasmussen, F, Craig, J M, Saffery, R, Willemsen, G, Bartels, M, van Beijsterveldt, C E M, Martin, N G, Medland, S E, Montgomery, G W, Lichtenstein, P, Krueger, R F, McGue, M, Pahlen, S, Christensen, K, Skytthe, A, Kyvik, K O, Saudino, K J, Dubois, L, Boivin, M, Brendgen, M, Dionne, G, Vitaro, F, Ullemar, V, Almqvist, C, Magnusson, P K E, Corley, R P, Huibregtse, B M, Knafo-Noam, A, Mankuta, D, Abramson, L, Haworth, C M A, Plomin, R, Bjerregaard-Andersen, M, Beck-Nielsen, H, Sodemann, M, Duncan, G E, Buchwald, D, Burt, S A, Klump, K L, Llewellyn, C H, Fisher, A, Boomsma, D I, Sørensen, T I A & Kaprio, J 2022, ' Changing genetic architecture of body mass index from infancy to early adulthood : an individual based pooled analysis of 25 twin cohorts ', International Journal of Obesity, vol. 46, no. 10, pp. 1901-1909 . https://doi.org/10.1038/s41366-022-01202-3, Silventoinen, K, Li, W, Jelenkovic, A, Sund, R, Yokoyama, Y, Aaltonen, S, Piirtola, M, Sugawara, M, Tanaka, M, Matsumoto, S, Baker, L A, Tuvblad, C, Tynelius, P, Rasmussen, F, Craig, J M, Saffery, R, Willemsen, G, Bartels, M, van Beijsterveldt, C E M, Martin, N G, Medland, S E, Montgomery, G W, Lichtenstein, P, Krueger, R F, McGue, M, Pahlen, S, Christensen, K, Skytthe, A, Kyvik, K O, Saudino, K J, Dubois, L, Boivin, M, Brendgen, M, Dionne, G, Vitaro, F, Ullemar, V, Almqvist, C, Magnusson, P K E, Corley, R P, Huibregtse, B M, Knafo-Noam, A, Mankuta, D, Abramson, L, Haworth, C M A, Plomin, R, Bjerregaard-Andersen, M, Beck-Nielsen, H, Sodemann, M, Duncan, G E, Buchwald, D, Burt, S A, Klump, K L, Llewellyn, C H, Fisher, A, Boomsma, D, Sorensen, T I A & Kaprio, J 2022, ' Changing genetic architecture of body mass index from infancy to early adulthood : an individual based pooled analysis of 25 twin cohorts ', International Journal of Obesity, vol. 46, pp. 1901–1909 . https://doi.org/10.1038/s41366-022-01202-3, International Journal of Obesity, 46(10), 1901-1909. Nature Publishing Group
Publication Year :
2022
Publisher :
Nature Publishing Group, 2022.

Abstract

Background Body mass index (BMI) shows strong continuity over childhood and adolescence and high childhood BMI is the strongest predictor of adult obesity. Genetic factors strongly contribute to this continuity, but it is still poorly known how their contribution changes over childhood and adolescence. Thus, we used the genetic twin design to estimate the genetic correlations of BMI from infancy to adulthood and compared them to the genetic correlations of height. Methods We pooled individual level data from 25 longitudinal twin cohorts including 38,530 complete twin pairs and having 283,766 longitudinal height and weight measures. The data were analyzed using Cholesky decomposition offering genetic and environmental correlations of BMI and height between all age combinations from 1 to 19 years of age. Results The genetic correlations of BMI and height were stronger than the trait correlations. For BMI, we found that genetic correlations decreased as the age between the assessments increased, a trend that was especially visible from early to middle childhood. In contrast, for height, the genetic correlations were strong between all ages. Age-to-age correlations between environmental factors shared by co-twins were found for BMI in early childhood but disappeared altogether by middle childhood. For height, shared environmental correlations persisted from infancy to adulthood. Conclusions Our results suggest that the genes affecting BMI change over childhood and adolescence leading to decreasing age-to-age genetic correlations. This change is especially visible from early to middle childhood indicating that new genetic factors start to affect BMI in middle childhood. Identifying mediating pathways of these genetic factors can open possibilities for interventions, especially for those children with high genetic predisposition to adult obesity. This study was conducted within the CODATwins project. Support for collaborators: Colorado Twin Registry is funded by NIDA funded center grant DA011015, & Longititudinal Twin Study HD10333; Author Huibregtse is supported by National Institute on Drug Abuse (5T32DA017637) and National Institute on Aging (5T32AG052371). Finnish Twin Cohort is supported by the Academy of Finland (grants 312073 and 336823) and the Sigrid Juselius Foundation. Michigan State University Twin Registry was supported by National Institute of Mental Health (NIMH) (R01-MH081813, R01-MH0820–54, R01-MH092377-02, R21-MH070542-01, R03-MH63851-01, 1R01-MH118848-01), Eunice Kennedy Shriver National Institute for Child Health and Human Development (NICHD) (R01-HD066040) and MSU Foundation (11-SPG-2518). PETS was funded by the Australian National Health and Medical Research Council (grant numbers 437015 and 607358); the Bonnie Babes Foundation (grant number BBF20704); the Financial Markets Foundation for Children (grant number 032-2007); and the Victorian Government’s Operational Infrastructure Support Program. We acknowledge The Swedish Twin Registry for access to data. The Swedish Twin Registry is managed by Karolinska Institutet and receives funding through the Swedish Research Council under the grant no 2017-00641. TEDS was supported by a program grant to RP from the UK Medical Research Council (MR/M021475/1 and previously G0901245), with additional support from the US National Institutes of Health (AG046938). The West Japan Twins and Higher Order Multiple Births Registry was supported by Grant-in-Aid for Scientific Research (B) (grant number 20H04019) from the Japan Society for the Promotion of Science. Open Access funding provided by University of Helsinki including Helsinki University Central Hospital.

Details

Language :
English
ISSN :
03070565
Volume :
46
Issue :
10
Database :
OpenAIRE
Journal :
International Journal of Obesity
Accession number :
edsair.doi.dedup.....90bf9ccd8679f5405f913eb7d88a3967
Full Text :
https://doi.org/10.1038/s41366-022-01202-3