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Body mass index and childhood symptoms of depression, anxiety, and attention-deficit hyperactivity disorder: A within-family Mendelian randomization study

BACKGROUND: Higher BMI in childhood is associated with emotional and behavioural problems, but these associations may not be causal. Results of previous genetic studies imply causal effects but may reflect influence of demography and the family environment. METHODS: This study used data on 40,949 8-...

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Autores principales: Hughes, Amanda M, Sanderson, Eleanor, Morris, Tim, Ayorech, Ziada, Tesli, Martin, Ask, Helga, Reichborn-Kjennerud, Ted, Andreassen, Ole A, Magnus, Per, Helgeland, Øyvind, Johansson, Stefan, Njølstad, Pål, Davey Smith, George, Havdahl, Alexandra, Howe, Laura D, Davies, Neil M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: eLife Sciences Publications, Ltd 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9767454/
https://www.ncbi.nlm.nih.gov/pubmed/36537070
http://dx.doi.org/10.7554/eLife.74320
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author Hughes, Amanda M
Sanderson, Eleanor
Morris, Tim
Ayorech, Ziada
Tesli, Martin
Ask, Helga
Reichborn-Kjennerud, Ted
Andreassen, Ole A
Magnus, Per
Helgeland, Øyvind
Johansson, Stefan
Njølstad, Pål
Davey Smith, George
Havdahl, Alexandra
Howe, Laura D
Davies, Neil M
author_facet Hughes, Amanda M
Sanderson, Eleanor
Morris, Tim
Ayorech, Ziada
Tesli, Martin
Ask, Helga
Reichborn-Kjennerud, Ted
Andreassen, Ole A
Magnus, Per
Helgeland, Øyvind
Johansson, Stefan
Njølstad, Pål
Davey Smith, George
Havdahl, Alexandra
Howe, Laura D
Davies, Neil M
author_sort Hughes, Amanda M
collection PubMed
description BACKGROUND: Higher BMI in childhood is associated with emotional and behavioural problems, but these associations may not be causal. Results of previous genetic studies imply causal effects but may reflect influence of demography and the family environment. METHODS: This study used data on 40,949 8-year-old children and their parents from the Norwegian Mother, Father and Child Cohort Study (MoBa) and Medical Birth Registry of Norway (MBRN). We investigated the impact of BMI on symptoms of depression, anxiety, and attention-deficit hyperactivity disorder (ADHD) at age 8. We applied within-family Mendelian randomization, which accounts for familial effects by controlling for parental genotype. RESULTS: Within-family Mendelian randomization estimates using genetic variants associated with BMI in adults suggested that a child’s own BMI increased their depressive symptoms (per 5 kg/m(2) increase in BMI, beta = 0.26 S.D., CI = −0.01,0.52, p=0.06) and ADHD symptoms (beta = 0.38 S.D., CI = 0.09,0.63, p=0.009). These estimates also suggested maternal BMI, or related factors, may independently affect a child’s depressive symptoms (per 5 kg/m(2) increase in maternal BMI, beta = 0.11 S.D., CI:0.02,0.09, p=0.01). However, within-family Mendelian randomization using genetic variants associated with retrospectively-reported childhood body size did not support an impact of BMI on these outcomes. There was little evidence from any estimate that the parents’ BMI affected the child’s ADHD symptoms, or that the child’s or parents’ BMI affected the child’s anxiety symptoms. CONCLUSIONS: We found inconsistent evidence that a child’s BMI affected their depressive and ADHD symptoms, and little evidence that a child’s BMI affected their anxiety symptoms. There was limited evidence of an influence of parents’ BMI. Genetic studies in samples of unrelated individuals, or using genetic variants associated with adult BMI, may have overestimated the causal effects of a child’s own BMI. FUNDING: This research was funded by the Health Foundation. It is part of the HARVEST collaboration, supported by the Research Council of Norway. Individual co-author funding: the European Research Council, the South-Eastern Norway Regional Health Authority, the Research Council of Norway, Helse Vest, the Novo Nordisk Foundation, the University of Bergen, the South-Eastern Norway Regional Health Authority, the Trond Mohn Foundation, the Western Norway Regional Health Authority, the Norwegian Diabetes Association, the UK Medical Research Council. The Medical Research Council (MRC) and the University of Bristol support the MRC Integrative Epidemiology Unit.
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spelling pubmed-97674542022-12-21 Body mass index and childhood symptoms of depression, anxiety, and attention-deficit hyperactivity disorder: A within-family Mendelian randomization study Hughes, Amanda M Sanderson, Eleanor Morris, Tim Ayorech, Ziada Tesli, Martin Ask, Helga Reichborn-Kjennerud, Ted Andreassen, Ole A Magnus, Per Helgeland, Øyvind Johansson, Stefan Njølstad, Pål Davey Smith, George Havdahl, Alexandra Howe, Laura D Davies, Neil M eLife Epidemiology and Global Health BACKGROUND: Higher BMI in childhood is associated with emotional and behavioural problems, but these associations may not be causal. Results of previous genetic studies imply causal effects but may reflect influence of demography and the family environment. METHODS: This study used data on 40,949 8-year-old children and their parents from the Norwegian Mother, Father and Child Cohort Study (MoBa) and Medical Birth Registry of Norway (MBRN). We investigated the impact of BMI on symptoms of depression, anxiety, and attention-deficit hyperactivity disorder (ADHD) at age 8. We applied within-family Mendelian randomization, which accounts for familial effects by controlling for parental genotype. RESULTS: Within-family Mendelian randomization estimates using genetic variants associated with BMI in adults suggested that a child’s own BMI increased their depressive symptoms (per 5 kg/m(2) increase in BMI, beta = 0.26 S.D., CI = −0.01,0.52, p=0.06) and ADHD symptoms (beta = 0.38 S.D., CI = 0.09,0.63, p=0.009). These estimates also suggested maternal BMI, or related factors, may independently affect a child’s depressive symptoms (per 5 kg/m(2) increase in maternal BMI, beta = 0.11 S.D., CI:0.02,0.09, p=0.01). However, within-family Mendelian randomization using genetic variants associated with retrospectively-reported childhood body size did not support an impact of BMI on these outcomes. There was little evidence from any estimate that the parents’ BMI affected the child’s ADHD symptoms, or that the child’s or parents’ BMI affected the child’s anxiety symptoms. CONCLUSIONS: We found inconsistent evidence that a child’s BMI affected their depressive and ADHD symptoms, and little evidence that a child’s BMI affected their anxiety symptoms. There was limited evidence of an influence of parents’ BMI. Genetic studies in samples of unrelated individuals, or using genetic variants associated with adult BMI, may have overestimated the causal effects of a child’s own BMI. FUNDING: This research was funded by the Health Foundation. It is part of the HARVEST collaboration, supported by the Research Council of Norway. Individual co-author funding: the European Research Council, the South-Eastern Norway Regional Health Authority, the Research Council of Norway, Helse Vest, the Novo Nordisk Foundation, the University of Bergen, the South-Eastern Norway Regional Health Authority, the Trond Mohn Foundation, the Western Norway Regional Health Authority, the Norwegian Diabetes Association, the UK Medical Research Council. The Medical Research Council (MRC) and the University of Bristol support the MRC Integrative Epidemiology Unit. eLife Sciences Publications, Ltd 2022-12-20 /pmc/articles/PMC9767454/ /pubmed/36537070 http://dx.doi.org/10.7554/eLife.74320 Text en © 2022, Hughes et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited.
spellingShingle Epidemiology and Global Health
Hughes, Amanda M
Sanderson, Eleanor
Morris, Tim
Ayorech, Ziada
Tesli, Martin
Ask, Helga
Reichborn-Kjennerud, Ted
Andreassen, Ole A
Magnus, Per
Helgeland, Øyvind
Johansson, Stefan
Njølstad, Pål
Davey Smith, George
Havdahl, Alexandra
Howe, Laura D
Davies, Neil M
Body mass index and childhood symptoms of depression, anxiety, and attention-deficit hyperactivity disorder: A within-family Mendelian randomization study
title Body mass index and childhood symptoms of depression, anxiety, and attention-deficit hyperactivity disorder: A within-family Mendelian randomization study
title_full Body mass index and childhood symptoms of depression, anxiety, and attention-deficit hyperactivity disorder: A within-family Mendelian randomization study
title_fullStr Body mass index and childhood symptoms of depression, anxiety, and attention-deficit hyperactivity disorder: A within-family Mendelian randomization study
title_full_unstemmed Body mass index and childhood symptoms of depression, anxiety, and attention-deficit hyperactivity disorder: A within-family Mendelian randomization study
title_short Body mass index and childhood symptoms of depression, anxiety, and attention-deficit hyperactivity disorder: A within-family Mendelian randomization study
title_sort body mass index and childhood symptoms of depression, anxiety, and attention-deficit hyperactivity disorder: a within-family mendelian randomization study
topic Epidemiology and Global Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9767454/
https://www.ncbi.nlm.nih.gov/pubmed/36537070
http://dx.doi.org/10.7554/eLife.74320
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