Parental education and genetics of body mass index from infancy to old age: a pooled analysis of 29 twin cohorts
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2019-04-05Author
Silventoinen, Karri
Jelenkovic Moreno, Aline
Latvala, Antti
Yokoyama, Yoshie
Sund, Reijo
Sugawara, Masumi
Tanaka, Mami
Matsumoto, Satoko
Aaltonen, Sari
Piirtola, Maarit
Freitas, Duarte L.
Maia, José A.
Öncel, Sevgi Y.
Aliev, Fazil
Ji, Fuling
Ning, Feng
Pang, Zengchang
Rebato, Esther
Saudino, Kimberly J.
Cutler, Tessa L.
Hopper, John L.
Ullemar, Vilhelmina
Almqvist, Catarina
Magnusson, Patrik K. E.
Cozen, Wendy
Hwang, Amie E.
Mack, Thomas M.
Willemsen, Gonneke
Bartels, Meike
van Beijsterveld, Catharina E. M.
Nelson, Tracy L.
Whitfield, Keith E.
Sung, Joohon
Kim, Jina
Lee, Jooyeon
Lee, Sooji
Llewellyn, Clare H.
Fisher, Abigail
Medda, Emanuela
Nisticò, Lorenza
Toccaceli, Virgilia
Baker, Laura A.
Tuvblad, Catherine
Corley, Robin P.
Huibregtse, Brooke M.
Derom, Catherine A.
Vlietinck, Robert F.
Loos, Ruth J. F.
Knafo-Noam, Ariel
Mankuta, David
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.
Harris, Jennifer R.
Nilsen, Thomas S.
Harden, K. Paige
Tucker-Drob, Elliot M.
Franz, Carol E.
Kremen, William S.
Lyons, Michael J.
Lichtenstein, Paul
Jeong, Hoe-Uk
Hur, Yoon-Mi
Boomsma, Dorret I.
Sørensen, Thorkild I. A.
Kaprio, Jaakko
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Obesity 27(5) : 855-865 (2019)
Abstract
Objective: The objective of this study was to analyze how parental education modifies the genetic and environmental variances of BMI from infancy to old age in three geographic-cultural regions.
Methods: A pooled sample of 29 cohorts including 143,499 twin individuals with information on parental education and BMI from age 1 to 79 years (299,201 BMI measures) was analyzed by genetic twin modeling.
Results: Until 4 years of age, parental education was not consistently associated with BMI. Thereafter, higher parental education level was associated with lower BMI in males and females. Total and additive genetic variances of BMI were smaller in the offspring of highly educated parents than in those whose parents had low education levels. Especially in North American and Australian children, environmental factors shared by co-twins also contributed to the higher BMI variation in the low education level category. In Europe and East Asia, the associations of parental education with mean BMI and BMI variance were weaker than in North America and Australia.
Conclusions: Lower parental education level is associated with higher mean BMI and larger genetic variance of BMI after early childhood, especially in the obesogenic macro-environment. The interplay among genetic predisposition, childhood social environment, and macro-social context is important for socioeconomic differences in BMI.