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Is genetic liability to ADHD and ASD causally linked to educational attainment?

BACKGROUND: The association patterns of attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) with educational attainment (EA) are complex; children with ADHD and ASD are at risk of poor academic outcomes, and parental EA has been associated with risk of ADHD/ASD in the...

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Autores principales: Dardani, Christina, Riglin, Lucy, Leppert, Beate, Sanderson, Eleanor, Rai, Dheeraj, Howe, Laura D, Davey Smith, George, Tilling, Kate, Thapar, Anita, Davies, Neil M, Anderson, Emma, Stergiakouli, Evie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8743131/
https://www.ncbi.nlm.nih.gov/pubmed/34999873
http://dx.doi.org/10.1093/ije/dyab107
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author Dardani, Christina
Riglin, Lucy
Leppert, Beate
Sanderson, Eleanor
Rai, Dheeraj
Howe, Laura D
Davey Smith, George
Tilling, Kate
Thapar, Anita
Davies, Neil M
Anderson, Emma
Stergiakouli, Evie
author_facet Dardani, Christina
Riglin, Lucy
Leppert, Beate
Sanderson, Eleanor
Rai, Dheeraj
Howe, Laura D
Davey Smith, George
Tilling, Kate
Thapar, Anita
Davies, Neil M
Anderson, Emma
Stergiakouli, Evie
author_sort Dardani, Christina
collection PubMed
description BACKGROUND: The association patterns of attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) with educational attainment (EA) are complex; children with ADHD and ASD are at risk of poor academic outcomes, and parental EA has been associated with risk of ADHD/ASD in the offspring. Little is known on the causal links between ADHD, ASD, EA and the potential contribution of cognitive ability. METHODS: Using the latest genome-wide association studies (GWAS) summary data on ADHD, ASD and EA, we applied two-sample Mendelian randomization (MR) to assess the effects of genetic liability to ADHD and ASD on EA. Reverse direction analyses were additionally performed. Multivariable MR was performed to estimate any effects independent of cognitive ability. RESULTS: Genetic liability to ADHD had a negative effect on EA, independently of cognitive ability ((MVMR)IVW: -1.7 months of education per doubling of genetic liability to ADHD; 95% CI: -2.8 to -0.7), whereas genetic liability to ASD a positive effect ((MVMR)IVW: 30 days per doubling of the genetic liability to ASD; 95% CI: 2 to 53). Reverse direction analyses suggested that genetic liability to higher EA had an effect on lower risk of ADHD, independently of cognitive ability ((MVMR)IVW(OR): 0.33 per SD increase; 95% CI: 0.26 to 0.43) and increased risk of ASD ((MR)IVW(OR): 1.51 per SD increase; 95% CI: 1.29 to 1.77), which was partly explained by cognitive ability ((MVMR)IVW(OR) per SD increase: 1.24; 95%CI: 0.96 to 1.60). CONCLUSIONS: Genetic liability to ADHD and ASD is likely to affect educational attainment, independently of underlying cognitive ability.
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spelling pubmed-87431312022-01-11 Is genetic liability to ADHD and ASD causally linked to educational attainment? Dardani, Christina Riglin, Lucy Leppert, Beate Sanderson, Eleanor Rai, Dheeraj Howe, Laura D Davey Smith, George Tilling, Kate Thapar, Anita Davies, Neil M Anderson, Emma Stergiakouli, Evie Int J Epidemiol Mendelian Randomization BACKGROUND: The association patterns of attention deficit hyperactivity disorder (ADHD) and autism spectrum disorder (ASD) with educational attainment (EA) are complex; children with ADHD and ASD are at risk of poor academic outcomes, and parental EA has been associated with risk of ADHD/ASD in the offspring. Little is known on the causal links between ADHD, ASD, EA and the potential contribution of cognitive ability. METHODS: Using the latest genome-wide association studies (GWAS) summary data on ADHD, ASD and EA, we applied two-sample Mendelian randomization (MR) to assess the effects of genetic liability to ADHD and ASD on EA. Reverse direction analyses were additionally performed. Multivariable MR was performed to estimate any effects independent of cognitive ability. RESULTS: Genetic liability to ADHD had a negative effect on EA, independently of cognitive ability ((MVMR)IVW: -1.7 months of education per doubling of genetic liability to ADHD; 95% CI: -2.8 to -0.7), whereas genetic liability to ASD a positive effect ((MVMR)IVW: 30 days per doubling of the genetic liability to ASD; 95% CI: 2 to 53). Reverse direction analyses suggested that genetic liability to higher EA had an effect on lower risk of ADHD, independently of cognitive ability ((MVMR)IVW(OR): 0.33 per SD increase; 95% CI: 0.26 to 0.43) and increased risk of ASD ((MR)IVW(OR): 1.51 per SD increase; 95% CI: 1.29 to 1.77), which was partly explained by cognitive ability ((MVMR)IVW(OR) per SD increase: 1.24; 95%CI: 0.96 to 1.60). CONCLUSIONS: Genetic liability to ADHD and ASD is likely to affect educational attainment, independently of underlying cognitive ability. Oxford University Press 2021-06-07 /pmc/articles/PMC8743131/ /pubmed/34999873 http://dx.doi.org/10.1093/ije/dyab107 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of the International Epidemiological Association. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Mendelian Randomization
Dardani, Christina
Riglin, Lucy
Leppert, Beate
Sanderson, Eleanor
Rai, Dheeraj
Howe, Laura D
Davey Smith, George
Tilling, Kate
Thapar, Anita
Davies, Neil M
Anderson, Emma
Stergiakouli, Evie
Is genetic liability to ADHD and ASD causally linked to educational attainment?
title Is genetic liability to ADHD and ASD causally linked to educational attainment?
title_full Is genetic liability to ADHD and ASD causally linked to educational attainment?
title_fullStr Is genetic liability to ADHD and ASD causally linked to educational attainment?
title_full_unstemmed Is genetic liability to ADHD and ASD causally linked to educational attainment?
title_short Is genetic liability to ADHD and ASD causally linked to educational attainment?
title_sort is genetic liability to adhd and asd causally linked to educational attainment?
topic Mendelian Randomization
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8743131/
https://www.ncbi.nlm.nih.gov/pubmed/34999873
http://dx.doi.org/10.1093/ije/dyab107
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