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Genome-wide association study of psychiatric and substance use comorbidity in Mexican individuals
The combination of substance use and psychiatric disorders is one of the most common comorbidities. The objective of this study was to perform a genome-wide association study of this comorbidity (Com), substance use alone (Subs), and psychiatric symptomatology alone (Psych) in the Mexican population...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7990941/ https://www.ncbi.nlm.nih.gov/pubmed/33762635 http://dx.doi.org/10.1038/s41598-021-85881-4 |
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author | Martínez-Magaña, José Jaime Genis-Mendoza, Alma Delia Villatoro Velázquez, Jorge Ameth Bustos-Gamiño, Marycarmen Juárez-Rojop, Isela Esther Tovilla-Zarate, Carlos Alfonso Sarmiento, Emmanuel Saucedo, Erasmo Rodríguez-Mayoral, Oscar Fleiz-Bautista, Clara Camarena, Beatriz Aguilar, Alejandro Gonzalez-Castro, Thelma Beatriz Medina-Mora, María Elena Nicolini, Humberto |
author_facet | Martínez-Magaña, José Jaime Genis-Mendoza, Alma Delia Villatoro Velázquez, Jorge Ameth Bustos-Gamiño, Marycarmen Juárez-Rojop, Isela Esther Tovilla-Zarate, Carlos Alfonso Sarmiento, Emmanuel Saucedo, Erasmo Rodríguez-Mayoral, Oscar Fleiz-Bautista, Clara Camarena, Beatriz Aguilar, Alejandro Gonzalez-Castro, Thelma Beatriz Medina-Mora, María Elena Nicolini, Humberto |
author_sort | Martínez-Magaña, José Jaime |
collection | PubMed |
description | The combination of substance use and psychiatric disorders is one of the most common comorbidities. The objective of this study was to perform a genome-wide association study of this comorbidity (Com), substance use alone (Subs), and psychiatric symptomatology alone (Psych) in the Mexican population. The study included 3914 individuals of Mexican descent. Genotyping was carried out using the PsychArray microarray and genome-wide correlations were calculated. Genome-wide associations were analyzed using multiple logistic models, polygenic risk scores (PRSs) were evaluated using multinomial models, and vertical pleiotropy was evaluated by generalized summary-data-based Mendelian randomization. Brain DNA methylation quantitative loci (brain meQTL) were also evaluated in the prefrontal cortex. Genome-wide correlation and vertical pleiotropy were found between all traits. No genome-wide association signals were found, but 64 single-nucleotide polymorphism (SNPs) reached nominal associations (p < 5.00e−05). The SNPs associated with each trait were independent, and the individuals with high PRSs had a higher prevalence of tobacco and alcohol use. In the multinomial models all of the PRSs (Subs-PRS, Com-PRS, and Psych-PRS) were associated with all of the traits. Brain meQTL of the Subs-associated SNPs had an effect on the genes enriched in insulin signaling pathway, and that of the Psych-associated SNPs had an effect on the Fc gamma receptor phagocytosis pathway. |
format | Online Article Text |
id | pubmed-7990941 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-79909412021-03-26 Genome-wide association study of psychiatric and substance use comorbidity in Mexican individuals Martínez-Magaña, José Jaime Genis-Mendoza, Alma Delia Villatoro Velázquez, Jorge Ameth Bustos-Gamiño, Marycarmen Juárez-Rojop, Isela Esther Tovilla-Zarate, Carlos Alfonso Sarmiento, Emmanuel Saucedo, Erasmo Rodríguez-Mayoral, Oscar Fleiz-Bautista, Clara Camarena, Beatriz Aguilar, Alejandro Gonzalez-Castro, Thelma Beatriz Medina-Mora, María Elena Nicolini, Humberto Sci Rep Article The combination of substance use and psychiatric disorders is one of the most common comorbidities. The objective of this study was to perform a genome-wide association study of this comorbidity (Com), substance use alone (Subs), and psychiatric symptomatology alone (Psych) in the Mexican population. The study included 3914 individuals of Mexican descent. Genotyping was carried out using the PsychArray microarray and genome-wide correlations were calculated. Genome-wide associations were analyzed using multiple logistic models, polygenic risk scores (PRSs) were evaluated using multinomial models, and vertical pleiotropy was evaluated by generalized summary-data-based Mendelian randomization. Brain DNA methylation quantitative loci (brain meQTL) were also evaluated in the prefrontal cortex. Genome-wide correlation and vertical pleiotropy were found between all traits. No genome-wide association signals were found, but 64 single-nucleotide polymorphism (SNPs) reached nominal associations (p < 5.00e−05). The SNPs associated with each trait were independent, and the individuals with high PRSs had a higher prevalence of tobacco and alcohol use. In the multinomial models all of the PRSs (Subs-PRS, Com-PRS, and Psych-PRS) were associated with all of the traits. Brain meQTL of the Subs-associated SNPs had an effect on the genes enriched in insulin signaling pathway, and that of the Psych-associated SNPs had an effect on the Fc gamma receptor phagocytosis pathway. Nature Publishing Group UK 2021-03-24 /pmc/articles/PMC7990941/ /pubmed/33762635 http://dx.doi.org/10.1038/s41598-021-85881-4 Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Martínez-Magaña, José Jaime Genis-Mendoza, Alma Delia Villatoro Velázquez, Jorge Ameth Bustos-Gamiño, Marycarmen Juárez-Rojop, Isela Esther Tovilla-Zarate, Carlos Alfonso Sarmiento, Emmanuel Saucedo, Erasmo Rodríguez-Mayoral, Oscar Fleiz-Bautista, Clara Camarena, Beatriz Aguilar, Alejandro Gonzalez-Castro, Thelma Beatriz Medina-Mora, María Elena Nicolini, Humberto Genome-wide association study of psychiatric and substance use comorbidity in Mexican individuals |
title | Genome-wide association study of psychiatric and substance use comorbidity in Mexican individuals |
title_full | Genome-wide association study of psychiatric and substance use comorbidity in Mexican individuals |
title_fullStr | Genome-wide association study of psychiatric and substance use comorbidity in Mexican individuals |
title_full_unstemmed | Genome-wide association study of psychiatric and substance use comorbidity in Mexican individuals |
title_short | Genome-wide association study of psychiatric and substance use comorbidity in Mexican individuals |
title_sort | genome-wide association study of psychiatric and substance use comorbidity in mexican individuals |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7990941/ https://www.ncbi.nlm.nih.gov/pubmed/33762635 http://dx.doi.org/10.1038/s41598-021-85881-4 |
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