The link between attention deficit hyperactivity disorder (ADHD) symptoms and obesity-related traits:genetic and prenatal explanations

Abstract Attention-deficit/hyperactivity disorder (ADHD) often co-occurs with obesity, however, the potential causality between the traits remains unclear. We examined both genetic and prenatal evidence for causality using Mendelian Randomisation (MR) and polygenic risk scores (PRS). We conducted bi...

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Main Authors: Karhunen, V. (Ville), Bond, T. A. (Tom A.), Zuber, V. (Verena), Hurtig, T. (Tuula), Moilanen, I. (Irma), Järvelin, M.-R. (Marjo-Riitta), Evangelou, M. (Marina), Rodriguez, A. (Alina)
Format: Article in Journal/Newspaper
Language:English
Published: Springer Nature 2021
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Online Access:http://urn.fi/urn:nbn:fi-fe2021100750169
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spelling ftunivoulu:oai:oulu.fi:nbnfi-fe2021100750169 2023-07-30T04:05:49+02:00 The link between attention deficit hyperactivity disorder (ADHD) symptoms and obesity-related traits:genetic and prenatal explanations Karhunen, V. (Ville) Bond, T. A. (Tom A.) Zuber, V. (Verena) Hurtig, T. (Tuula) Moilanen, I. (Irma) Järvelin, M.-R. (Marjo-Riitta) Evangelou, M. (Marina) Rodriguez, A. (Alina) 2021 application/pdf http://urn.fi/urn:nbn:fi-fe2021100750169 eng eng Springer Nature info:eu-repo/grantAgreement/EC/H2020/733206/EU/Early-life stressors and LifeCycle health/LIFECYCLE info:eu-repo/grantAgreement/EC/H2020/643774/EU/Family-based intervention to improve healthy lifestyle and prevent Type 2 Diabetes amongst South Asians with central obesity and prediabetes/iHealth-T2D info:eu-repo/grantAgreement/EC/H2020/824989/EU/A federated FAIR platform enabling large-scale analysis of high-value cohort data connecting Europe and Canada in personalized health/EUCAN-Connect info:eu-repo/semantics/altIdentifier/url/https://static-content.springer.com/esm/art%3A10.1038%2Fs41398-021-01584-4/MediaObjects/41398_2021_1584_MOESM1_ESM.docx info:eu-repo/semantics/openAccess © The Author(s) 2021. 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/ info:eu-repo/semantics/article info:eu-repo/semantics/publishedVersion 2021 ftunivoulu 2023-07-08T20:00:35Z Abstract Attention-deficit/hyperactivity disorder (ADHD) often co-occurs with obesity, however, the potential causality between the traits remains unclear. We examined both genetic and prenatal evidence for causality using Mendelian Randomisation (MR) and polygenic risk scores (PRS). We conducted bi-directional MR on ADHD liability and six obesity-related traits using summary statistics from the largest available meta-analyses of genome-wide association studies. We also examined the shared genetic aetiology between ADHD symptoms (inattention and hyperactivity) and body mass index (BMI) by PRS association analysis using longitudinal data from Northern Finland Birth Cohort 1986 (NFBC1986, n = 2984). Lastly, we examined the impact of the prenatal environment by association analysis of maternal pre-pregnancy BMI and offspring ADHD symptoms, adjusted for PRS of both traits, in NFBC1986 dataset. Through MR analyses, we found evidence for bidirectional causality between ADHD liability and obesity-related traits. PRS association analyses showed evidence for genetic overlap between ADHD symptoms and BMI. We found no evidence for a difference between inattention and hyperactivity symptoms, suggesting that neither symptom subtype is driving the association. We found evidence for association between maternal pre-pregnancy BMI and offspring ADHD symptoms after adjusting for both BMI and ADHD PRS (association p-value = 0.027 for inattention, p = 0.008 for hyperactivity). These results are consistent with the hypothesis that the co-occurrence between ADHD and obesity has both genetic and prenatal environmental origins. Article in Journal/Newspaper Northern Finland Jultika - University of Oulu repository
institution Open Polar
collection Jultika - University of Oulu repository
op_collection_id ftunivoulu
language English
description Abstract Attention-deficit/hyperactivity disorder (ADHD) often co-occurs with obesity, however, the potential causality between the traits remains unclear. We examined both genetic and prenatal evidence for causality using Mendelian Randomisation (MR) and polygenic risk scores (PRS). We conducted bi-directional MR on ADHD liability and six obesity-related traits using summary statistics from the largest available meta-analyses of genome-wide association studies. We also examined the shared genetic aetiology between ADHD symptoms (inattention and hyperactivity) and body mass index (BMI) by PRS association analysis using longitudinal data from Northern Finland Birth Cohort 1986 (NFBC1986, n = 2984). Lastly, we examined the impact of the prenatal environment by association analysis of maternal pre-pregnancy BMI and offspring ADHD symptoms, adjusted for PRS of both traits, in NFBC1986 dataset. Through MR analyses, we found evidence for bidirectional causality between ADHD liability and obesity-related traits. PRS association analyses showed evidence for genetic overlap between ADHD symptoms and BMI. We found no evidence for a difference between inattention and hyperactivity symptoms, suggesting that neither symptom subtype is driving the association. We found evidence for association between maternal pre-pregnancy BMI and offspring ADHD symptoms after adjusting for both BMI and ADHD PRS (association p-value = 0.027 for inattention, p = 0.008 for hyperactivity). These results are consistent with the hypothesis that the co-occurrence between ADHD and obesity has both genetic and prenatal environmental origins.
format Article in Journal/Newspaper
author Karhunen, V. (Ville)
Bond, T. A. (Tom A.)
Zuber, V. (Verena)
Hurtig, T. (Tuula)
Moilanen, I. (Irma)
Järvelin, M.-R. (Marjo-Riitta)
Evangelou, M. (Marina)
Rodriguez, A. (Alina)
spellingShingle Karhunen, V. (Ville)
Bond, T. A. (Tom A.)
Zuber, V. (Verena)
Hurtig, T. (Tuula)
Moilanen, I. (Irma)
Järvelin, M.-R. (Marjo-Riitta)
Evangelou, M. (Marina)
Rodriguez, A. (Alina)
The link between attention deficit hyperactivity disorder (ADHD) symptoms and obesity-related traits:genetic and prenatal explanations
author_facet Karhunen, V. (Ville)
Bond, T. A. (Tom A.)
Zuber, V. (Verena)
Hurtig, T. (Tuula)
Moilanen, I. (Irma)
Järvelin, M.-R. (Marjo-Riitta)
Evangelou, M. (Marina)
Rodriguez, A. (Alina)
author_sort Karhunen, V. (Ville)
title The link between attention deficit hyperactivity disorder (ADHD) symptoms and obesity-related traits:genetic and prenatal explanations
title_short The link between attention deficit hyperactivity disorder (ADHD) symptoms and obesity-related traits:genetic and prenatal explanations
title_full The link between attention deficit hyperactivity disorder (ADHD) symptoms and obesity-related traits:genetic and prenatal explanations
title_fullStr The link between attention deficit hyperactivity disorder (ADHD) symptoms and obesity-related traits:genetic and prenatal explanations
title_full_unstemmed The link between attention deficit hyperactivity disorder (ADHD) symptoms and obesity-related traits:genetic and prenatal explanations
title_sort link between attention deficit hyperactivity disorder (adhd) symptoms and obesity-related traits:genetic and prenatal explanations
publisher Springer Nature
publishDate 2021
url http://urn.fi/urn:nbn:fi-fe2021100750169
genre Northern Finland
genre_facet Northern Finland
op_relation info:eu-repo/grantAgreement/EC/H2020/733206/EU/Early-life stressors and LifeCycle health/LIFECYCLE
info:eu-repo/grantAgreement/EC/H2020/643774/EU/Family-based intervention to improve healthy lifestyle and prevent Type 2 Diabetes amongst South Asians with central obesity and prediabetes/iHealth-T2D
info:eu-repo/grantAgreement/EC/H2020/824989/EU/A federated FAIR platform enabling large-scale analysis of high-value cohort data connecting Europe and Canada in personalized health/EUCAN-Connect
info:eu-repo/semantics/altIdentifier/url/https://static-content.springer.com/esm/art%3A10.1038%2Fs41398-021-01584-4/MediaObjects/41398_2021_1584_MOESM1_ESM.docx
op_rights info:eu-repo/semantics/openAccess
© The Author(s) 2021. 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/
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