Cargando…
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...
Autores principales: | , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
|
Materias: | |
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 |
_version_ | 1784629843925663744 |
---|---|
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. |
format | Online Article Text |
id | pubmed-8743131 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT dardanichristina isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment AT riglinlucy isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment AT leppertbeate isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment AT sandersoneleanor isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment AT raidheeraj isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment AT howelaurad isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment AT daveysmithgeorge isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment AT tillingkate isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment AT thaparanita isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment AT daviesneilm isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment AT andersonemma isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment AT stergiakoulievie isgeneticliabilitytoadhdandasdcausallylinkedtoeducationalattainment |