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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Published in:Translational Psychiatry
Main Authors: Karhunen, Ville, Bond, Tom A., Zuber, Verena, Hurtig, Tuula, Moilanen, Irma, Järvelin, Marjo-Riitta, Evangelou, Marina, Rodriguez, Alina
Format: Article in Journal/Newspaper
Language:English
Published: Springer Science and Business Media LLC 2021
Subjects:
Online Access:http://dx.doi.org/10.1038/s41398-021-01584-4
https://www.nature.com/articles/s41398-021-01584-4.pdf
https://www.nature.com/articles/s41398-021-01584-4
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spelling crspringernat:10.1038/s41398-021-01584-4 2023-05-15T17:42:40+02:00 The link between attention deficit hyperactivity disorder (ADHD) symptoms and obesity-related traits: genetic and prenatal explanations Karhunen, Ville Bond, Tom A. Zuber, Verena Hurtig, Tuula Moilanen, Irma Järvelin, Marjo-Riitta Evangelou, Marina Rodriguez, Alina 2021 http://dx.doi.org/10.1038/s41398-021-01584-4 https://www.nature.com/articles/s41398-021-01584-4.pdf https://www.nature.com/articles/s41398-021-01584-4 en eng Springer Science and Business Media LLC https://creativecommons.org/licenses/by/4.0 https://creativecommons.org/licenses/by/4.0 CC-BY Translational Psychiatry volume 11, issue 1 ISSN 2158-3188 Biological Psychiatry Cellular and Molecular Neuroscience Psychiatry and Mental health journal-article 2021 crspringernat https://doi.org/10.1038/s41398-021-01584-4 2022-01-04T07:16:15Z 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 Springer Nature (via Crossref) Translational Psychiatry 11 1
institution Open Polar
collection Springer Nature (via Crossref)
op_collection_id crspringernat
language English
topic Biological Psychiatry
Cellular and Molecular Neuroscience
Psychiatry and Mental health
spellingShingle Biological Psychiatry
Cellular and Molecular Neuroscience
Psychiatry and Mental health
Karhunen, Ville
Bond, Tom A.
Zuber, Verena
Hurtig, Tuula
Moilanen, Irma
Järvelin, Marjo-Riitta
Evangelou, Marina
Rodriguez, Alina
The link between attention deficit hyperactivity disorder (ADHD) symptoms and obesity-related traits: genetic and prenatal explanations
topic_facet Biological Psychiatry
Cellular and Molecular Neuroscience
Psychiatry and Mental health
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, Ville
Bond, Tom A.
Zuber, Verena
Hurtig, Tuula
Moilanen, Irma
Järvelin, Marjo-Riitta
Evangelou, Marina
Rodriguez, Alina
author_facet Karhunen, Ville
Bond, Tom A.
Zuber, Verena
Hurtig, Tuula
Moilanen, Irma
Järvelin, Marjo-Riitta
Evangelou, Marina
Rodriguez, Alina
author_sort Karhunen, 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 Science and Business Media LLC
publishDate 2021
url http://dx.doi.org/10.1038/s41398-021-01584-4
https://www.nature.com/articles/s41398-021-01584-4.pdf
https://www.nature.com/articles/s41398-021-01584-4
genre Northern Finland
genre_facet Northern Finland
op_source Translational Psychiatry
volume 11, issue 1
ISSN 2158-3188
op_rights https://creativecommons.org/licenses/by/4.0
https://creativecommons.org/licenses/by/4.0
op_rightsnorm CC-BY
op_doi https://doi.org/10.1038/s41398-021-01584-4
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