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Intergenerational transmission of body mass index and associations with educational attainment

BACKGROUND: Individual differences in educational attainment (EA) and physical health, as indexed by body mass index (BMI), are correlated within persons and across generations. The present aim was to assess these associations while controlling for parental transmission. METHODS: We analyzed BMI and...

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Autores principales: Alrouh, Hekmat, van Bergen, Elsje, de Zeeuw, Eveline, Dolan, Conor, Boomsma, Dorret I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9069759/
https://www.ncbi.nlm.nih.gov/pubmed/35509009
http://dx.doi.org/10.1186/s12889-022-13270-1
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author Alrouh, Hekmat
van Bergen, Elsje
de Zeeuw, Eveline
Dolan, Conor
Boomsma, Dorret I.
author_facet Alrouh, Hekmat
van Bergen, Elsje
de Zeeuw, Eveline
Dolan, Conor
Boomsma, Dorret I.
author_sort Alrouh, Hekmat
collection PubMed
description BACKGROUND: Individual differences in educational attainment (EA) and physical health, as indexed by body mass index (BMI), are correlated within persons and across generations. The present aim was to assess these associations while controlling for parental transmission. METHODS: We analyzed BMI and EA obtained for 8,866 families from the Netherlands. Data were available for 19,132 persons, including 6,901 parents (mean age 54) and 12,234 of their adult offspring (mean age 32). We employed structural equation modeling to simultaneously model the direct and indirect transmission of BMI and EA from parents to offspring, spousal correlations, and the residual within-person BMI-EA association and tested for gender differences in the transmission parameters. RESULTS: We found moderate intergeneration transmission for BMI (standardized beta ~ .20) and EA (~ .22), and substantial spousal correlations for BMI (.23) and EA (.51). Cross-trait parent to offspring transmission was weak. The strength of transmission was largely independent of parent or offspring gender. Negative within person EA-BMI correlations were observed for all family members (fathers, -0.102; mothers, -0.147; sons, -0.154; daughters, -0.173). About 60% of the EA-BMI correlation in offspring persisted after taking into account the intergeneration transmission. CONCLUSIONS: The intergenerational transmission for BMI and EA is mainly predictive within traits. Significant spousal and within person correlations in the parental generation are responsible for the effect of parental EA on offspring BMI. Offspring EA and BMI are further correlated beyond parental influences. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-13270-1.
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spelling pubmed-90697592022-05-05 Intergenerational transmission of body mass index and associations with educational attainment Alrouh, Hekmat van Bergen, Elsje de Zeeuw, Eveline Dolan, Conor Boomsma, Dorret I. BMC Public Health Research BACKGROUND: Individual differences in educational attainment (EA) and physical health, as indexed by body mass index (BMI), are correlated within persons and across generations. The present aim was to assess these associations while controlling for parental transmission. METHODS: We analyzed BMI and EA obtained for 8,866 families from the Netherlands. Data were available for 19,132 persons, including 6,901 parents (mean age 54) and 12,234 of their adult offspring (mean age 32). We employed structural equation modeling to simultaneously model the direct and indirect transmission of BMI and EA from parents to offspring, spousal correlations, and the residual within-person BMI-EA association and tested for gender differences in the transmission parameters. RESULTS: We found moderate intergeneration transmission for BMI (standardized beta ~ .20) and EA (~ .22), and substantial spousal correlations for BMI (.23) and EA (.51). Cross-trait parent to offspring transmission was weak. The strength of transmission was largely independent of parent or offspring gender. Negative within person EA-BMI correlations were observed for all family members (fathers, -0.102; mothers, -0.147; sons, -0.154; daughters, -0.173). About 60% of the EA-BMI correlation in offspring persisted after taking into account the intergeneration transmission. CONCLUSIONS: The intergenerational transmission for BMI and EA is mainly predictive within traits. Significant spousal and within person correlations in the parental generation are responsible for the effect of parental EA on offspring BMI. Offspring EA and BMI are further correlated beyond parental influences. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12889-022-13270-1. BioMed Central 2022-05-04 /pmc/articles/PMC9069759/ /pubmed/35509009 http://dx.doi.org/10.1186/s12889-022-13270-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data.
spellingShingle Research
Alrouh, Hekmat
van Bergen, Elsje
de Zeeuw, Eveline
Dolan, Conor
Boomsma, Dorret I.
Intergenerational transmission of body mass index and associations with educational attainment
title Intergenerational transmission of body mass index and associations with educational attainment
title_full Intergenerational transmission of body mass index and associations with educational attainment
title_fullStr Intergenerational transmission of body mass index and associations with educational attainment
title_full_unstemmed Intergenerational transmission of body mass index and associations with educational attainment
title_short Intergenerational transmission of body mass index and associations with educational attainment
title_sort intergenerational transmission of body mass index and associations with educational attainment
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9069759/
https://www.ncbi.nlm.nih.gov/pubmed/35509009
http://dx.doi.org/10.1186/s12889-022-13270-1
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