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The impact and causal directions for the associations between diagnosis of ADHD, socioeconomic status, and intelligence by use of a bi-directional two-sample Mendelian randomization design [Elektronisk resurs]

Michaelsson, Madeleine (författare)
Yuan, Shuai (författare)
Melhus, Håkan (författare)
Baron, John A. (författare)
Byberg, Liisa (författare)
Larsson, Susanna C. (författare)
Michaëlsson, Karl, 1959- (författare)
Uppsala universitet Medicinska och farmaceutiska vetenskapsområdet (utgivare)
Uppsala universitet Medicinska och farmaceutiska vetenskapsområdet (utgivare)
Publicerad: BMC, 2022
Engelska.
Ingår i: BMC Medicine. - 1741-7015. ; 20:1
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  • Background Previous studies have reported associations between attention-deficit/hyperactivity disorder (ADHD) and lower socioeconomic status and intelligence. We aimed to evaluate the causal directions and strengths for these associations by use of a bi-directional two-sample Mendelian randomization (MR) design. Methods We used summary-level data from the largest available genome-wide association studies (GWAS) to identify genetic instruments for ADHD, intelligence, and markers of socioeconomic status including the Townsend deprivation index, household income, and educational attainment. Effect estimates from individual genetic variants were combined using inverse-variance weighted regression. Results A genetically predicted one standard deviation (SD) increment in the Townsend deprivation index conferred an odds ratio (OR) of 5.29 (95% confidence interval (CI) 1.89-14.76) for an ADHD diagnosis (p<0.001). A genetically predicted one SD higher education level conferred an OR of 0.30 (95% CI 0.25-0.37) (p<0.001), and a genetically predicted one SD higher family income provided an OR of 0.35 (95% CI 0.25-0.49; p<0.001). The associations remained after adjustment for intelligence whereas the lower odds of an ADHD diagnosis with higher intelligence did not persist after adjustment for liability to greater educational attainment (adjusted OR 1.03, 95% CI 0.68-1.56; p=0.87). The MR analysis of the effect of ADHD on socioeconomic markers found that genetic liability to ADHD was statistically associated with each of them (p<0.001) but not intelligence. However, the average change in the socioeconomic markers per doubling of the prevalence of ADHD corresponded only to 0.05-0.06 SD changes. Conclusions Our results indicate that an ADHD diagnosis may be a direct and strong intelligence-independent consequence of socioeconomic related factors, whereas ADHD appears to lead only to modestly lowered socioeconomic status. Low intelligence seems not to be a major independent cause or consequence of ADHD. 

Ämnesord

Medical and Health Sciences  (hsv)
Clinical Medicine  (hsv)
Psychiatry  (hsv)
Medicin och hälsovetenskap  (hsv)
Klinisk medicin  (hsv)
Psykiatri  (hsv)
Medical and Health Sciences  (hsv)
Clinical Medicine  (hsv)
Medicin och hälsovetenskap  (hsv)
Klinisk medicin  (hsv)

Genre

government publication  (marcgt)

Indexterm och SAB-rubrik

Attention-deficit
hyperactivity disorder
ADHD
Socioeconomic status
Education
Intelligence
Income
Townsend deprivation index
Mendelian randomization
Gene
GWAS
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Ingår i annan publikation. Gå till titeln BMC Medicine

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