Neuronal-specific methylome and hydroxymethylome analysis reveal significant loci associated with alcohol use disorder

Background: Alcohol use disorder (AUD) is a complex condition associated with adverse health consequences that affect millions of individuals worldwide. Epigenetic modifications, including DNA methylation (5 mC), have been associated with AUD and other alcohol-related traits. Epigenome-wide associat...

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الحاوية / القاعدة:Frontiers in Genetics
المؤلفون الرئيسيون: Diego E. Andrade-Brito, Diana L. Núñez-Ríos, José Jaime Martínez-Magaña, Sheila T. Nagamatsu, Gregory Rompala, Lea Zillich, Stephanie H. Witt, Shaunna L. Clark, Maria C. Lattig, Janitza L. Montalvo-Ortiz
التنسيق: مقال
اللغة:الإنجليزية
منشور في: Frontiers Media S.A. 2024-04-01
الموضوعات:
الوصول للمادة أونلاين:https://www.frontiersin.org/articles/10.3389/fgene.2024.1345410/full
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author Diego E. Andrade-Brito
Diego E. Andrade-Brito
Diana L. Núñez-Ríos
Diana L. Núñez-Ríos
José Jaime Martínez-Magaña
José Jaime Martínez-Magaña
Sheila T. Nagamatsu
Sheila T. Nagamatsu
Gregory Rompala
Lea Zillich
Stephanie H. Witt
Shaunna L. Clark
Maria C. Lattig
Janitza L. Montalvo-Ortiz
Janitza L. Montalvo-Ortiz
author_facet Diego E. Andrade-Brito
Diego E. Andrade-Brito
Diana L. Núñez-Ríos
Diana L. Núñez-Ríos
José Jaime Martínez-Magaña
José Jaime Martínez-Magaña
Sheila T. Nagamatsu
Sheila T. Nagamatsu
Gregory Rompala
Lea Zillich
Stephanie H. Witt
Shaunna L. Clark
Maria C. Lattig
Janitza L. Montalvo-Ortiz
Janitza L. Montalvo-Ortiz
author_sort Diego E. Andrade-Brito
collection DOAJ
container_title Frontiers in Genetics
description Background: Alcohol use disorder (AUD) is a complex condition associated with adverse health consequences that affect millions of individuals worldwide. Epigenetic modifications, including DNA methylation (5 mC), have been associated with AUD and other alcohol-related traits. Epigenome-wide association studies (EWAS) have identified differentially methylated genes associated with AUD in human peripheral and brain tissue. More recently, epigenetic studies of AUD have also evaluated DNA hydroxymethylation (5 hmC) in the human brain. However, most of the epigenetic work in postmortem brain tissue has examined bulk tissue. In this study, we investigated neuronal-specific 5 mC and 5 hmC alterations at CpG sites associated with AUD in the human orbitofrontal cortex (OFC).Methods: Neuronal nuclei from the OFC were evaluated in 34 human postmortem brain samples (10 AUD, 24 non-AUD). Reduced representation oxidative bisulfite sequencing was used to assess 5 mC and 5 hmC at the genome-wide level. Differential 5 mC and 5 hmC were evaluated using the methylKit R package and significance was set at false discovery rate < 0.05 and differential methylation > 2. Functional enrichment analyses were performed, and gene-level convergence was evaluated in an independent dataset that assessed 5 mC and 5 hmC of AUD in bulk cortical tissue.Results: We identified 417 5 mC and 363 5hmC significant differential CpG sites associated with AUD, with 59% in gene promoters. Some of the identified genes have been previously implicated in alcohol consumption, including SYK, DNMT3A for 5 mC, GAD1, DLX1, DLX2, for 5 hmC and GATA4 in both. Convergence with a previous AUD 5 mC and 5 hmC study was observed for 28 genes. We also identified 5 and 35 differential regions for 5 mC and 5 hmC, respectively. Lastly, GWAS enrichment analysis showed an association with AUD for differential 5 mC genes.Discussion: This study reveals neuronal-specific methylome and hydroxymethylome dysregulation associated with AUD, identifying both previously reported and potentially novel gene associations with AUD. Our findings provide new insights into the epigenomic dysregulation of AUD in the human brain.
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spelling doaj-art-f3128b92f3ec44dd99292b791102b5cb2025-08-20T00:05:36ZengFrontiers Media S.A.Frontiers in Genetics1664-80212024-04-011510.3389/fgene.2024.13454101345410Neuronal-specific methylome and hydroxymethylome analysis reveal significant loci associated with alcohol use disorderDiego E. Andrade-Brito0Diego E. Andrade-Brito1Diana L. Núñez-Ríos2Diana L. Núñez-Ríos3José Jaime Martínez-Magaña4José Jaime Martínez-Magaña5Sheila T. Nagamatsu6Sheila T. Nagamatsu7Gregory Rompala8Lea Zillich9Stephanie H. Witt10Shaunna L. Clark11Maria C. Lattig12Janitza L. Montalvo-Ortiz13Janitza L. Montalvo-Ortiz14Department of Psychiatry, Yale University School of Medicine, New Haven, CT, United StatesNational Center of Post-Traumatic Stress Disorder, VA CT Healthcare, West Haven, CT, United StatesDepartment of Psychiatry, Yale University School of Medicine, New Haven, CT, United StatesNational Center of Post-Traumatic Stress Disorder, VA CT Healthcare, West Haven, CT, United StatesDepartment of Psychiatry, Yale University School of Medicine, New Haven, CT, United StatesNational Center of Post-Traumatic Stress Disorder, VA CT Healthcare, West Haven, CT, United StatesDepartment of Psychiatry, Yale University School of Medicine, New Haven, CT, United StatesNational Center of Post-Traumatic Stress Disorder, VA CT Healthcare, West Haven, CT, United StatesIcahn School of Medicine at Mount Sinai, New York City, NY, United StatesDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, GermanyDepartment of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, Heidelberg University, Mannheim, GermanyDepartment of Psychiatry and Behavioral Sciences, Texas A&M University, College Station, TX, United StatesFacultad de Ciencias, Universidad de los Andes, Bogotá, ColombiaDepartment of Psychiatry, Yale University School of Medicine, New Haven, CT, United StatesNational Center of Post-Traumatic Stress Disorder, VA CT Healthcare, West Haven, CT, United StatesBackground: Alcohol use disorder (AUD) is a complex condition associated with adverse health consequences that affect millions of individuals worldwide. Epigenetic modifications, including DNA methylation (5 mC), have been associated with AUD and other alcohol-related traits. Epigenome-wide association studies (EWAS) have identified differentially methylated genes associated with AUD in human peripheral and brain tissue. More recently, epigenetic studies of AUD have also evaluated DNA hydroxymethylation (5 hmC) in the human brain. However, most of the epigenetic work in postmortem brain tissue has examined bulk tissue. In this study, we investigated neuronal-specific 5 mC and 5 hmC alterations at CpG sites associated with AUD in the human orbitofrontal cortex (OFC).Methods: Neuronal nuclei from the OFC were evaluated in 34 human postmortem brain samples (10 AUD, 24 non-AUD). Reduced representation oxidative bisulfite sequencing was used to assess 5 mC and 5 hmC at the genome-wide level. Differential 5 mC and 5 hmC were evaluated using the methylKit R package and significance was set at false discovery rate < 0.05 and differential methylation > 2. Functional enrichment analyses were performed, and gene-level convergence was evaluated in an independent dataset that assessed 5 mC and 5 hmC of AUD in bulk cortical tissue.Results: We identified 417 5 mC and 363 5hmC significant differential CpG sites associated with AUD, with 59% in gene promoters. Some of the identified genes have been previously implicated in alcohol consumption, including SYK, DNMT3A for 5 mC, GAD1, DLX1, DLX2, for 5 hmC and GATA4 in both. Convergence with a previous AUD 5 mC and 5 hmC study was observed for 28 genes. We also identified 5 and 35 differential regions for 5 mC and 5 hmC, respectively. Lastly, GWAS enrichment analysis showed an association with AUD for differential 5 mC genes.Discussion: This study reveals neuronal-specific methylome and hydroxymethylome dysregulation associated with AUD, identifying both previously reported and potentially novel gene associations with AUD. Our findings provide new insights into the epigenomic dysregulation of AUD in the human brain.https://www.frontiersin.org/articles/10.3389/fgene.2024.1345410/fullmethylationhydroxymethylationepigeneticsalcohol use disorderpostmortem brain
spellingShingle Diego E. Andrade-Brito
Diego E. Andrade-Brito
Diana L. Núñez-Ríos
Diana L. Núñez-Ríos
José Jaime Martínez-Magaña
José Jaime Martínez-Magaña
Sheila T. Nagamatsu
Sheila T. Nagamatsu
Gregory Rompala
Lea Zillich
Stephanie H. Witt
Shaunna L. Clark
Maria C. Lattig
Janitza L. Montalvo-Ortiz
Janitza L. Montalvo-Ortiz
Neuronal-specific methylome and hydroxymethylome analysis reveal significant loci associated with alcohol use disorder
methylation
hydroxymethylation
epigenetics
alcohol use disorder
postmortem brain
title Neuronal-specific methylome and hydroxymethylome analysis reveal significant loci associated with alcohol use disorder
title_full Neuronal-specific methylome and hydroxymethylome analysis reveal significant loci associated with alcohol use disorder
title_fullStr Neuronal-specific methylome and hydroxymethylome analysis reveal significant loci associated with alcohol use disorder
title_full_unstemmed Neuronal-specific methylome and hydroxymethylome analysis reveal significant loci associated with alcohol use disorder
title_short Neuronal-specific methylome and hydroxymethylome analysis reveal significant loci associated with alcohol use disorder
title_sort neuronal specific methylome and hydroxymethylome analysis reveal significant loci associated with alcohol use disorder
topic methylation
hydroxymethylation
epigenetics
alcohol use disorder
postmortem brain
url https://www.frontiersin.org/articles/10.3389/fgene.2024.1345410/full
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