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Assessing causality in associations between cannabis use and schizophrenia risk: a two-sample Mendelian randomization study

BACKGROUND: Observational associations between cannabis and schizophrenia are well documented, but ascertaining causation is more challenging. We used Mendelian randomization (MR), utilizing publicly available data as a method for ascertaining causation from observational data. METHOD: We performed...

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Autores principales: Gage, S. H., Jones, H. J., Burgess, S., Bowden, J., Davey Smith, G., Zammit, S., Munafò, M. R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cambridge University Press 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5341491/
https://www.ncbi.nlm.nih.gov/pubmed/27928975
http://dx.doi.org/10.1017/S0033291716003172
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author Gage, S. H.
Jones, H. J.
Burgess, S.
Bowden, J.
Davey Smith, G.
Zammit, S.
Munafò, M. R.
author_facet Gage, S. H.
Jones, H. J.
Burgess, S.
Bowden, J.
Davey Smith, G.
Zammit, S.
Munafò, M. R.
author_sort Gage, S. H.
collection PubMed
description BACKGROUND: Observational associations between cannabis and schizophrenia are well documented, but ascertaining causation is more challenging. We used Mendelian randomization (MR), utilizing publicly available data as a method for ascertaining causation from observational data. METHOD: We performed bi-directional two-sample MR using summary-level genome-wide data from the International Cannabis Consortium (ICC) and the Psychiatric Genomics Consortium (PGC2). Single nucleotide polymorphisms (SNPs) associated with cannabis initiation (p < 10(−5)) and schizophrenia (p < 5 × 10(−8)) were combined using an inverse-variance-weighted fixed-effects approach. We also used height and education genome-wide association study data, representing negative and positive control analyses. RESULTS: There was some evidence consistent with a causal effect of cannabis initiation on risk of schizophrenia [odds ratio (OR) 1.04 per doubling odds of cannabis initiation, 95% confidence interval (CI) 1.01–1.07, p = 0.019]. There was strong evidence consistent with a causal effect of schizophrenia risk on likelihood of cannabis initiation (OR 1.10 per doubling of the odds of schizophrenia, 95% CI 1.05–1.14, p = 2.64 × 10(−5)). Findings were as predicted for the negative control (height: OR 1.00, 95% CI 0.99–1.01, p = 0.90) but weaker than predicted for the positive control (years in education: OR 0.99, 95% CI 0.97–1.00, p = 0.066) analyses. CONCLUSIONS: Our results provide some that cannabis initiation increases the risk of schizophrenia, although the size of the causal estimate is small. We find stronger evidence that schizophrenia risk predicts cannabis initiation, possibly as genetic instruments for schizophrenia are stronger than for cannabis initiation.
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spelling pubmed-53414912017-03-28 Assessing causality in associations between cannabis use and schizophrenia risk: a two-sample Mendelian randomization study Gage, S. H. Jones, H. J. Burgess, S. Bowden, J. Davey Smith, G. Zammit, S. Munafò, M. R. Psychol Med Original Articles BACKGROUND: Observational associations between cannabis and schizophrenia are well documented, but ascertaining causation is more challenging. We used Mendelian randomization (MR), utilizing publicly available data as a method for ascertaining causation from observational data. METHOD: We performed bi-directional two-sample MR using summary-level genome-wide data from the International Cannabis Consortium (ICC) and the Psychiatric Genomics Consortium (PGC2). Single nucleotide polymorphisms (SNPs) associated with cannabis initiation (p < 10(−5)) and schizophrenia (p < 5 × 10(−8)) were combined using an inverse-variance-weighted fixed-effects approach. We also used height and education genome-wide association study data, representing negative and positive control analyses. RESULTS: There was some evidence consistent with a causal effect of cannabis initiation on risk of schizophrenia [odds ratio (OR) 1.04 per doubling odds of cannabis initiation, 95% confidence interval (CI) 1.01–1.07, p = 0.019]. There was strong evidence consistent with a causal effect of schizophrenia risk on likelihood of cannabis initiation (OR 1.10 per doubling of the odds of schizophrenia, 95% CI 1.05–1.14, p = 2.64 × 10(−5)). Findings were as predicted for the negative control (height: OR 1.00, 95% CI 0.99–1.01, p = 0.90) but weaker than predicted for the positive control (years in education: OR 0.99, 95% CI 0.97–1.00, p = 0.066) analyses. CONCLUSIONS: Our results provide some that cannabis initiation increases the risk of schizophrenia, although the size of the causal estimate is small. We find stronger evidence that schizophrenia risk predicts cannabis initiation, possibly as genetic instruments for schizophrenia are stronger than for cannabis initiation. Cambridge University Press 2017-04 2016-12-08 /pmc/articles/PMC5341491/ /pubmed/27928975 http://dx.doi.org/10.1017/S0033291716003172 Text en © Cambridge University Press 2016 http://creativecommons.org/licenses/by/4.0/ This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted re-use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Original Articles
Gage, S. H.
Jones, H. J.
Burgess, S.
Bowden, J.
Davey Smith, G.
Zammit, S.
Munafò, M. R.
Assessing causality in associations between cannabis use and schizophrenia risk: a two-sample Mendelian randomization study
title Assessing causality in associations between cannabis use and schizophrenia risk: a two-sample Mendelian randomization study
title_full Assessing causality in associations between cannabis use and schizophrenia risk: a two-sample Mendelian randomization study
title_fullStr Assessing causality in associations between cannabis use and schizophrenia risk: a two-sample Mendelian randomization study
title_full_unstemmed Assessing causality in associations between cannabis use and schizophrenia risk: a two-sample Mendelian randomization study
title_short Assessing causality in associations between cannabis use and schizophrenia risk: a two-sample Mendelian randomization study
title_sort assessing causality in associations between cannabis use and schizophrenia risk: a two-sample mendelian randomization study
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5341491/
https://www.ncbi.nlm.nih.gov/pubmed/27928975
http://dx.doi.org/10.1017/S0033291716003172
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