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Mendelian randomization analysis for attention deficit/hyperactivity disorder : studying a broad range of exposures and outcomes

Title: Mendelian randomization analysis for attention deficit/hyperactivity disorder : studying a broad range of exposures and outcomes
Authors: Soler Artigas, María; Sánchez-Mora, Cristina; Rovira, Paula; Vilar-Ribó, L.; Ramos-Quiroga, Josep Antoni; Ribasés Haro, Marta; Universitat Autònoma de Barcelona
Publication Year: 2022
Collection: Universitat Autònoma de Barcelona: Dipòsit Digital de Documents de la UAB
Subject Terms: ADHD; Mendelian randomization; Causal analysis using summary effect estimates
Description: Attention deficit/hyperactivity disorder (ADHD) is a highly prevalent neurodevelopmental disorder caused by a combination of genetic and environmental factors and is often thought as an entry point into a negative life trajectory, including risk for comorbid disorders, poor educational achievement or low income. In the present study, we aimed to clarify the causal relationship between ADHD and a comprehensive range of related traits. We used genome-wide association study (GWAS) summary statistics for ADHD (n = 53 293) and 124 traits related to anthropometry, cognitive function and intelligence, early life exposures, education and employment, lifestyle and environment, longevity, neurological, and psychiatric and mental health or personality and psychosocial factors available in the MR-Base database (16 067 ≤ n ≤766 345). To investigate their causal relationship with ADHD, we used two-sample Mendelian randomization (MR) with a range of sensitivity analyses, and validated MR findings using causal analysis using summary effect estimates (CAUSE), aiming to avoid potential false-positive results. Our findings strengthen previous evidence of a causal effect of ADHD liability on smoking and major depression, and are consistent with a causal effect on odds of decreased average total household income [odds ratio (OR) = 0.966, 95% credible interval (CrI) = (0.954, 0.979)] and increased lifetime number of sexual partners [OR = 1.023, 95% CrI = (1.013, 1.033)]. We also found evidence for a causal effect on ADHD for liability of arm predicted mass and weight [OR = 1.452, 95% CrI = (1.307, 1.614) and OR = 1.430, 95% CrI = (1.326, 1.539), respectively] and time spent watching television [OR = 1.862, 95% CrI = (1.545, 2.246)], and evidence for a bidirectional effect for age of first sexual intercourse [beta = -0.058, 95% CrI = (-0.072, -0.044) and OR = 0.413, 95% CrI = (0.372, 0.457), respectively], odds of decreased age completed full-time education [OR = 0.972, 95% CrI = (0.962, 0.981) and OR = 0.435, 95% CrI = (0.356, ...
Document Type: article in journal/newspaper
File Description: application/pdf
Language: English
ISSN: 14643685
Relation: Instituto de Salud Carlos III PI18/01788; Instituto de Salud Carlos III PI19/00721; Instituto de Salud Carlos III PI20/00041; Ministerio de Economía y Competitividad CD15/00199; Ministerio de Ciencia e Innovación CP09/00119; Ministerio de Economía y Competitividad CPII15/00023; International journal of epidemiology; Vol. 52 (june 2022), p. 386-402; https://ddd.uab.cat/record/281666; urn:10.1093/ije/dyac128; urn:oai:ddd.uab.cat:281666; urn:pmcid:PMC10114062; urn:pmid:35690959; urn:oai:pubmedcentral.nih.gov:10114062; urn:articleid:14643685v52p386
Availability: https://ddd.uab.cat/record/281666
Rights: open access ; Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, la comunicació pública de l'obra i la creació d'obres derivades, fins i tot amb finalitats comercials, sempre i quan es reconegui l'autoria de l'obra original. ; https://creativecommons.org/licenses/by/4.0/
Accession Number: edsbas.F3CC8B5C
Database: BASE