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Attention deficit/hyperactivity disorder and major depressive disorder: evidence from multiple genetically informed designs
Örebro University, School of Medical Sciences.ORCID iD: 0000-0002-4811-2330
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden; Department of Biomedicine, Aarhus University, Aarhus, Denmark.
Division of Psychological Medicine and Clinical Neurosciences, MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
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2024 (English)In: Biological Psychiatry, ISSN 0006-3223, E-ISSN 1873-2402, Vol. 95, no 5, p. 444-452Article in journal (Refereed) Published
Abstract [en]

BACKGROUND: Attention-deficit/hyperactivity disorder (ADHD) and major depressive disorder (MDD) are two highly prevalent disorders that frequently co-occur. Prior evidence from genetic and cohort studies supports an association between ADHD and MDD. However, the direction and mechanisms underlying their association remain unclear. As ADHD onsets in early life, it has been hypothesized that ADHD may cause MDD.

METHODS: In this study, we examined the association of ADHD with MDD using three different genetically informed methods to disentangle causality from confounding: 1) a nationwide longitudinal register-based full sibling comparison (N=1,018,489) adjusting for shared familial confounding; 2) a prospective co-twin control study comprising 16,447 twins (5,084 monozygotic and 11,393 dizygotic); and 3) a two-sample Mendelian randomization analysis using the largest available ADHD (N=225,534) and MDD (N=500,199) genome wide association (GWAS) summary statistics, adjusting for correlated and uncorrelated horizontal pleiotropy.

RESULTS: Sibling and twin comparisons indicated that individuals with ADHD have an increased risk for subsequent development of MDD (HR=4.12 [3.62-4.69]) after adjusting for shared genetic and familial factors, and that ADHD scores endorsed by parents are positively associated with subsequent MDD scores at ages 15 and 18 years (b=0.07 [0.05-0.08]) and b=0.09 [0.08-0.11], respectively). Mendelian randomization analyses showed that genetic liability for ADHD is causally related to MDD (OR=1.15 [1.08-1.23]).

CONCLUSIONS: Our study provided consistent results across three different genetically informative approaches, strengthening the hypothesis that ADHD is causally related to MDD.

Place, publisher, year, edition, pages
Elsevier, 2024. Vol. 95, no 5, p. 444-452
Keywords [en]
ADHD, Keywords, attention deficit hyperactivity disorder, depression, mendelian randomization, twin studies
National Category
Psychiatry
Identifiers
URN: urn:nbn:se:oru:diva-107524DOI: 10.1016/j.biopsych.2023.07.017ISI: 001186086300001PubMedID: 37562520Scopus ID: 2-s2.0-85175053680OAI: oai:DiVA.org:oru-107524DiVA, id: diva2:1787078
Funder
EU, Horizon 2020, 965381Swedish Research Council, 2018-02599The Swedish Brain Foundation, FO2021-0115Fredrik och Ingrid Thurings Stiftelse, 2020-00610Novo Nordisk Foundation, NNF20OC0065561
Note

This work was supported by the European Union's Horizon 2020 research and innovation programme (Grant No. 965381) , Swedish Research Council (Grant No. 2018-02599 [to HL] ) , Hjarnfonden (Swedish Brain Foundation) (Grant No. FO2021-0115 [to HL] , and to IB) , Fredrik och Ingrid Thurings Stiftelse (Grant No. 2020-00610 [to IB] ) , Wolfson Centre for Young People's Mental Health (to AT) , Novo Nordisk Foundation (Grant No. NNF20OC0065561 [to DD] ) , and Lundbeck Foundation (Grant No. R344-2020-1060 [to DD] ). 

Available from: 2023-08-11 Created: 2023-08-11 Last updated: 2024-04-03Bibliographically approved

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Garcia-Argibay, MiguelLarsson, Henrik

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