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Polygenic risk for obesity and its interaction with lifestyle and sociodemographic factors in European children and adolescents

BACKGROUND: Childhood obesity is a complex multifaceted condition, which is influenced by genetics, environmental factors, and their interaction. However, these interactions have mainly been studied in twin studies and evidence from population-based cohorts is limited. Here, we analyze the interacti...

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Autores principales: Hüls, Anke, Wright, Marvin N., Bogl, Leonie H., Kaprio, Jaakko, Lissner, Lauren, Molnár, Dénes, Moreno, Luis A., De Henauw, Stefaan, Siani, Alfonso, Veidebaum, Toomas, Ahrens, Wolfgang, Pigeot, Iris, Foraita, Ronja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8159747/
https://www.ncbi.nlm.nih.gov/pubmed/33753884
http://dx.doi.org/10.1038/s41366-021-00795-5
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author Hüls, Anke
Wright, Marvin N.
Bogl, Leonie H.
Kaprio, Jaakko
Lissner, Lauren
Molnár, Dénes
Moreno, Luis A.
De Henauw, Stefaan
Siani, Alfonso
Veidebaum, Toomas
Ahrens, Wolfgang
Pigeot, Iris
Foraita, Ronja
author_facet Hüls, Anke
Wright, Marvin N.
Bogl, Leonie H.
Kaprio, Jaakko
Lissner, Lauren
Molnár, Dénes
Moreno, Luis A.
De Henauw, Stefaan
Siani, Alfonso
Veidebaum, Toomas
Ahrens, Wolfgang
Pigeot, Iris
Foraita, Ronja
author_sort Hüls, Anke
collection PubMed
description BACKGROUND: Childhood obesity is a complex multifaceted condition, which is influenced by genetics, environmental factors, and their interaction. However, these interactions have mainly been studied in twin studies and evidence from population-based cohorts is limited. Here, we analyze the interaction of an obesity-related genome-wide polygenic risk score (PRS) with sociodemographic and lifestyle factors for BMI and waist circumference (WC) in European children and adolescents. METHODS: The analyses are based on 8609 repeated observations from 3098 participants aged 2–16 years from the IDEFICS/I.Family cohort. A genome-wide polygenic risk score (PRS) was calculated using summary statistics from independent genome-wide association studies of BMI. Associations were estimated using generalized linear mixed models adjusted for sex, age, region of residence, parental education, dietary intake, relatedness, and population stratification. RESULTS: The PRS was associated with BMI (beta estimate [95% confidence interval (95%—CI)] = 0.33 [0.30, 0.37], r(2) = 0.11, p value = 7.9 × 10(−81)) and WC (beta [95%—CI] = 0.36 [0.32, 0.40], r(2) = 0.09, p value = 1.8 × 10(−71)). We observed significant interactions with demographic and lifestyle factors for BMI as well as WC. Children from Southern Europe showed increased genetic liability to obesity (BMI: beta [95%—CI] = 0.40 [0.34, 0.45]) in comparison to children from central Europe (beta [95%—CI] = 0.29 [0.23, 0.34]), p-interaction = 0.0066). Children of parents with a low level of education showed an increased genetic liability to obesity (BMI: beta [95%—CI] = 0.48 [0.38, 0.59]) in comparison to children of parents with a high level of education (beta [95%—CI] = 0.30 [0.26, 0.34]), p-interaction = 0.0012). Furthermore, the genetic liability to obesity was attenuated by a higher intake of fiber (BMI: beta [95%—CI] interaction = −0.02 [−0.04,−0.01]) and shorter screen times (beta [95%—CI] interaction = 0.02 [0.00, 0.03]). CONCLUSIONS: Our results highlight that a healthy childhood environment might partly offset a genetic predisposition to obesity during childhood and adolescence.
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spelling pubmed-81597472021-06-10 Polygenic risk for obesity and its interaction with lifestyle and sociodemographic factors in European children and adolescents Hüls, Anke Wright, Marvin N. Bogl, Leonie H. Kaprio, Jaakko Lissner, Lauren Molnár, Dénes Moreno, Luis A. De Henauw, Stefaan Siani, Alfonso Veidebaum, Toomas Ahrens, Wolfgang Pigeot, Iris Foraita, Ronja Int J Obes (Lond) Article BACKGROUND: Childhood obesity is a complex multifaceted condition, which is influenced by genetics, environmental factors, and their interaction. However, these interactions have mainly been studied in twin studies and evidence from population-based cohorts is limited. Here, we analyze the interaction of an obesity-related genome-wide polygenic risk score (PRS) with sociodemographic and lifestyle factors for BMI and waist circumference (WC) in European children and adolescents. METHODS: The analyses are based on 8609 repeated observations from 3098 participants aged 2–16 years from the IDEFICS/I.Family cohort. A genome-wide polygenic risk score (PRS) was calculated using summary statistics from independent genome-wide association studies of BMI. Associations were estimated using generalized linear mixed models adjusted for sex, age, region of residence, parental education, dietary intake, relatedness, and population stratification. RESULTS: The PRS was associated with BMI (beta estimate [95% confidence interval (95%—CI)] = 0.33 [0.30, 0.37], r(2) = 0.11, p value = 7.9 × 10(−81)) and WC (beta [95%—CI] = 0.36 [0.32, 0.40], r(2) = 0.09, p value = 1.8 × 10(−71)). We observed significant interactions with demographic and lifestyle factors for BMI as well as WC. Children from Southern Europe showed increased genetic liability to obesity (BMI: beta [95%—CI] = 0.40 [0.34, 0.45]) in comparison to children from central Europe (beta [95%—CI] = 0.29 [0.23, 0.34]), p-interaction = 0.0066). Children of parents with a low level of education showed an increased genetic liability to obesity (BMI: beta [95%—CI] = 0.48 [0.38, 0.59]) in comparison to children of parents with a high level of education (beta [95%—CI] = 0.30 [0.26, 0.34]), p-interaction = 0.0012). Furthermore, the genetic liability to obesity was attenuated by a higher intake of fiber (BMI: beta [95%—CI] interaction = −0.02 [−0.04,−0.01]) and shorter screen times (beta [95%—CI] interaction = 0.02 [0.00, 0.03]). CONCLUSIONS: Our results highlight that a healthy childhood environment might partly offset a genetic predisposition to obesity during childhood and adolescence. Nature Publishing Group UK 2021-03-22 2021 /pmc/articles/PMC8159747/ /pubmed/33753884 http://dx.doi.org/10.1038/s41366-021-00795-5 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Hüls, Anke
Wright, Marvin N.
Bogl, Leonie H.
Kaprio, Jaakko
Lissner, Lauren
Molnár, Dénes
Moreno, Luis A.
De Henauw, Stefaan
Siani, Alfonso
Veidebaum, Toomas
Ahrens, Wolfgang
Pigeot, Iris
Foraita, Ronja
Polygenic risk for obesity and its interaction with lifestyle and sociodemographic factors in European children and adolescents
title Polygenic risk for obesity and its interaction with lifestyle and sociodemographic factors in European children and adolescents
title_full Polygenic risk for obesity and its interaction with lifestyle and sociodemographic factors in European children and adolescents
title_fullStr Polygenic risk for obesity and its interaction with lifestyle and sociodemographic factors in European children and adolescents
title_full_unstemmed Polygenic risk for obesity and its interaction with lifestyle and sociodemographic factors in European children and adolescents
title_short Polygenic risk for obesity and its interaction with lifestyle and sociodemographic factors in European children and adolescents
title_sort polygenic risk for obesity and its interaction with lifestyle and sociodemographic factors in european children and adolescents
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8159747/
https://www.ncbi.nlm.nih.gov/pubmed/33753884
http://dx.doi.org/10.1038/s41366-021-00795-5
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