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Is there a causal relationship between executive function and liability to mental health and substance use? A Mendelian randomization approach
Poorer performance in tasks testing executive function (EF) is associated with a range of psychopathologies such as schizophrenia, major depressive disorder (MDD) and anxiety, as well as smoking and alcohol consumption. We used two-sample bidirectional Mendelian randomization to examine whether thes...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9748493/ https://www.ncbi.nlm.nih.gov/pubmed/36533203 http://dx.doi.org/10.1098/rsos.220631 |
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author | Burton, Sabrina M. I. Sallis, Hannah M. Hatoum, Alexander S. Munafò, Marcus R. Reed, Zoe E. |
author_facet | Burton, Sabrina M. I. Sallis, Hannah M. Hatoum, Alexander S. Munafò, Marcus R. Reed, Zoe E. |
author_sort | Burton, Sabrina M. I. |
collection | PubMed |
description | Poorer performance in tasks testing executive function (EF) is associated with a range of psychopathologies such as schizophrenia, major depressive disorder (MDD) and anxiety, as well as smoking and alcohol consumption. We used two-sample bidirectional Mendelian randomization to examine whether these may reflect causal relationships and the direction of causation. We used genome-wide association study summary data (N = 17 310 to 848 460) for a common EF factor score (cEF), schizophrenia, MDD, anxiety, smoking initiation, alcohol consumption, alcohol dependence and cannabis use disorder (CUD). We found evidence of increased cEF on reduced schizophrenia liability (OR = 0.10; CI: 0.05 to 0.19; p-value = 3.43 × 10(−12)), MDD liability (OR = 0.52; CI: 0.38 to 0.72; p-value = 5.23 × 10(−05)), drinks per week (β = –0.06; CI: –0.10 to −0.02; p-value = 0.003) and CUD liability (OR = 0.27; CI: 0.12 to 0.61; p-value = 1.58 × 10(−03)). We also found evidence of increased schizophrenia liability (β = −0.04; CI: −0.04 to −0.03; p-value = 3.25 × 10(−27)) and smoking initiation on decreased cEF (β = −0.06; CI: −0.09 to −0.03; p-value = 6.11 × 10(−05)). Our results indicate potential causal relationships between cEF and mental health and substance use. Further studies are required to improve our understanding of the underlying mechanisms of these effects, but our results suggest that EF may be a promising intervention target for mental health and substance use. |
format | Online Article Text |
id | pubmed-9748493 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Royal Society |
record_format | MEDLINE/PubMed |
spelling | pubmed-97484932022-12-15 Is there a causal relationship between executive function and liability to mental health and substance use? A Mendelian randomization approach Burton, Sabrina M. I. Sallis, Hannah M. Hatoum, Alexander S. Munafò, Marcus R. Reed, Zoe E. R Soc Open Sci Psychology and Cognitive Neuroscience Poorer performance in tasks testing executive function (EF) is associated with a range of psychopathologies such as schizophrenia, major depressive disorder (MDD) and anxiety, as well as smoking and alcohol consumption. We used two-sample bidirectional Mendelian randomization to examine whether these may reflect causal relationships and the direction of causation. We used genome-wide association study summary data (N = 17 310 to 848 460) for a common EF factor score (cEF), schizophrenia, MDD, anxiety, smoking initiation, alcohol consumption, alcohol dependence and cannabis use disorder (CUD). We found evidence of increased cEF on reduced schizophrenia liability (OR = 0.10; CI: 0.05 to 0.19; p-value = 3.43 × 10(−12)), MDD liability (OR = 0.52; CI: 0.38 to 0.72; p-value = 5.23 × 10(−05)), drinks per week (β = –0.06; CI: –0.10 to −0.02; p-value = 0.003) and CUD liability (OR = 0.27; CI: 0.12 to 0.61; p-value = 1.58 × 10(−03)). We also found evidence of increased schizophrenia liability (β = −0.04; CI: −0.04 to −0.03; p-value = 3.25 × 10(−27)) and smoking initiation on decreased cEF (β = −0.06; CI: −0.09 to −0.03; p-value = 6.11 × 10(−05)). Our results indicate potential causal relationships between cEF and mental health and substance use. Further studies are required to improve our understanding of the underlying mechanisms of these effects, but our results suggest that EF may be a promising intervention target for mental health and substance use. The Royal Society 2022-12-14 /pmc/articles/PMC9748493/ /pubmed/36533203 http://dx.doi.org/10.1098/rsos.220631 Text en © 2022 The Authors. https://creativecommons.org/licenses/by/4.0/Published by the Royal Society under the terms of the Creative Commons Attribution License http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, provided the original author and source are credited. |
spellingShingle | Psychology and Cognitive Neuroscience Burton, Sabrina M. I. Sallis, Hannah M. Hatoum, Alexander S. Munafò, Marcus R. Reed, Zoe E. Is there a causal relationship between executive function and liability to mental health and substance use? A Mendelian randomization approach |
title | Is there a causal relationship between executive function and liability to mental health and substance use? A Mendelian randomization approach |
title_full | Is there a causal relationship between executive function and liability to mental health and substance use? A Mendelian randomization approach |
title_fullStr | Is there a causal relationship between executive function and liability to mental health and substance use? A Mendelian randomization approach |
title_full_unstemmed | Is there a causal relationship between executive function and liability to mental health and substance use? A Mendelian randomization approach |
title_short | Is there a causal relationship between executive function and liability to mental health and substance use? A Mendelian randomization approach |
title_sort | is there a causal relationship between executive function and liability to mental health and substance use? a mendelian randomization approach |
topic | Psychology and Cognitive Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9748493/ https://www.ncbi.nlm.nih.gov/pubmed/36533203 http://dx.doi.org/10.1098/rsos.220631 |
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