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Genetics of cannabis use in opioid use disorder: A genome-wide association and polygenic risk score study

BACKGROUND: Individuals with an Opioid Use Disorder (OUD) have increased rates of cannabis use in comparison to the general population. Research on the short- and long-term impacts of cannabis use in OUD patients has been inconclusive. A genetic component may contribute to cannabis cravings. AIMS: I...

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Autores principales: Hillmer, Alannah, Chawar, Caroul, Lamri, Amel, Hudson, Jacqueline, Kapczinski, Flavio, Minuzzi, Luciano, Marsh, David C., Thabane, Lehana, Paterson, Andrew D., Samaan, Zainab
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
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Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10370765/
https://www.ncbi.nlm.nih.gov/pubmed/37494403
http://dx.doi.org/10.1371/journal.pone.0289059
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author Hillmer, Alannah
Chawar, Caroul
Lamri, Amel
Hudson, Jacqueline
Kapczinski, Flavio
Minuzzi, Luciano
Marsh, David C.
Thabane, Lehana
Paterson, Andrew D.
Samaan, Zainab
author_facet Hillmer, Alannah
Chawar, Caroul
Lamri, Amel
Hudson, Jacqueline
Kapczinski, Flavio
Minuzzi, Luciano
Marsh, David C.
Thabane, Lehana
Paterson, Andrew D.
Samaan, Zainab
author_sort Hillmer, Alannah
collection PubMed
description BACKGROUND: Individuals with an Opioid Use Disorder (OUD) have increased rates of cannabis use in comparison to the general population. Research on the short- and long-term impacts of cannabis use in OUD patients has been inconclusive. A genetic component may contribute to cannabis cravings. AIMS: Identify genetic variants associated with cannabis use through Genome-wide Association Study (GWAS) methods and investigate a Polygenic Risk Score (PRS). In addition, we aim to identify any sex differences in effect size for genetic variants reaching or nearing genome-wide significance in the GWAS. METHODS: The study outcomes of interest were: regular cannabis use (yes/no) (n = 2616), heaviness of cannabis use (n = 1293) and cannabis cravings (n = 836). Logistic and linear regressions were preformed, respectively, to test the association between genetic variants and each outcome, regular cannabis use and heaviness of cannabis use. GWAS summary statistics from a recent large meta-GWAS investigating cannabis use disorder were used to conduct PRS’s. Findings are limited to a European ancestry sample. RESULTS: No genome-wide significant associations were found. Rs1813412 (chromosome 17) for regular cannabis use and rs62378502 (chromosome 5) for heaviness of cannabis use were approaching genome-wide significance. Both these SNPs were nominally significant (p<0.05) within males and females, however sex did not modify the association. The PRS identified statistically significant association with cannabis cravings. The variance explained by all PRSs were less than 1.02x10(-2). CONCLUSION: This study provides promising results in understanding the genetic contribution to cannabis use in individuals living with OUD.
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spelling pubmed-103707652023-07-27 Genetics of cannabis use in opioid use disorder: A genome-wide association and polygenic risk score study Hillmer, Alannah Chawar, Caroul Lamri, Amel Hudson, Jacqueline Kapczinski, Flavio Minuzzi, Luciano Marsh, David C. Thabane, Lehana Paterson, Andrew D. Samaan, Zainab PLoS One Research Article BACKGROUND: Individuals with an Opioid Use Disorder (OUD) have increased rates of cannabis use in comparison to the general population. Research on the short- and long-term impacts of cannabis use in OUD patients has been inconclusive. A genetic component may contribute to cannabis cravings. AIMS: Identify genetic variants associated with cannabis use through Genome-wide Association Study (GWAS) methods and investigate a Polygenic Risk Score (PRS). In addition, we aim to identify any sex differences in effect size for genetic variants reaching or nearing genome-wide significance in the GWAS. METHODS: The study outcomes of interest were: regular cannabis use (yes/no) (n = 2616), heaviness of cannabis use (n = 1293) and cannabis cravings (n = 836). Logistic and linear regressions were preformed, respectively, to test the association between genetic variants and each outcome, regular cannabis use and heaviness of cannabis use. GWAS summary statistics from a recent large meta-GWAS investigating cannabis use disorder were used to conduct PRS’s. Findings are limited to a European ancestry sample. RESULTS: No genome-wide significant associations were found. Rs1813412 (chromosome 17) for regular cannabis use and rs62378502 (chromosome 5) for heaviness of cannabis use were approaching genome-wide significance. Both these SNPs were nominally significant (p<0.05) within males and females, however sex did not modify the association. The PRS identified statistically significant association with cannabis cravings. The variance explained by all PRSs were less than 1.02x10(-2). CONCLUSION: This study provides promising results in understanding the genetic contribution to cannabis use in individuals living with OUD. Public Library of Science 2023-07-26 /pmc/articles/PMC10370765/ /pubmed/37494403 http://dx.doi.org/10.1371/journal.pone.0289059 Text en © 2023 Hillmer et al 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 use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Hillmer, Alannah
Chawar, Caroul
Lamri, Amel
Hudson, Jacqueline
Kapczinski, Flavio
Minuzzi, Luciano
Marsh, David C.
Thabane, Lehana
Paterson, Andrew D.
Samaan, Zainab
Genetics of cannabis use in opioid use disorder: A genome-wide association and polygenic risk score study
title Genetics of cannabis use in opioid use disorder: A genome-wide association and polygenic risk score study
title_full Genetics of cannabis use in opioid use disorder: A genome-wide association and polygenic risk score study
title_fullStr Genetics of cannabis use in opioid use disorder: A genome-wide association and polygenic risk score study
title_full_unstemmed Genetics of cannabis use in opioid use disorder: A genome-wide association and polygenic risk score study
title_short Genetics of cannabis use in opioid use disorder: A genome-wide association and polygenic risk score study
title_sort genetics of cannabis use in opioid use disorder: a genome-wide association and polygenic risk score study
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10370765/
https://www.ncbi.nlm.nih.gov/pubmed/37494403
http://dx.doi.org/10.1371/journal.pone.0289059
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