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Assessing the Role of Long Noncoding RNA in Nucleus Accumbens in Subjects With Alcohol Dependence

BACKGROUND: Long noncoding RNA (lncRNA) have been implicated in the etiology of alcohol use. Since lncRNA provide another layer of complexity to the transcriptome, assessing their expression in the brain is the first critical step toward understanding lncRNA functions in alcohol use and addiction. T...

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Autores principales: Drake, John, McMichael, Gowon O., Vornholt, Eric Sean, Cresswell, Kellen, Williamson, Vernell, Chatzinakos, Chris, Mamdani, Mohammed, Hariharan, Siddharth, Kendler, Kenneth S., Kalsi, Gursharan, Riley, Brien P., Dozmorov, Mikhail, Miles, Michael F., Bacanu, Silviu‐Alin, Vladimirov, Vladimir I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7756309/
https://www.ncbi.nlm.nih.gov/pubmed/33067813
http://dx.doi.org/10.1111/acer.14479
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author Drake, John
McMichael, Gowon O.
Vornholt, Eric Sean
Cresswell, Kellen
Williamson, Vernell
Chatzinakos, Chris
Mamdani, Mohammed
Hariharan, Siddharth
Kendler, Kenneth S.
Kalsi, Gursharan
Riley, Brien P.
Dozmorov, Mikhail
Miles, Michael F.
Bacanu, Silviu‐Alin
Vladimirov, Vladimir I.
author_facet Drake, John
McMichael, Gowon O.
Vornholt, Eric Sean
Cresswell, Kellen
Williamson, Vernell
Chatzinakos, Chris
Mamdani, Mohammed
Hariharan, Siddharth
Kendler, Kenneth S.
Kalsi, Gursharan
Riley, Brien P.
Dozmorov, Mikhail
Miles, Michael F.
Bacanu, Silviu‐Alin
Vladimirov, Vladimir I.
author_sort Drake, John
collection PubMed
description BACKGROUND: Long noncoding RNA (lncRNA) have been implicated in the etiology of alcohol use. Since lncRNA provide another layer of complexity to the transcriptome, assessing their expression in the brain is the first critical step toward understanding lncRNA functions in alcohol use and addiction. Thus, we sought to profile lncRNA expression in the nucleus accumbens (NAc) in a large postmortem alcohol brain sample. METHODS: LncRNA and protein‐coding gene (PCG) expressions in the NAc from 41 subjects with alcohol dependence (AD) and 41 controls were assessed via a regression model. Weighted gene coexpression network analysis was used to identify lncRNA and PCG networks (i.e., modules) significantly correlated with AD. Within the significant modules, key network genes (i.e., hubs) were also identified. The lncRNA and PCG hubs were correlated via Pearson correlations to elucidate the potential biological functions of lncRNA. The lncRNA and PCG hubs were further integrated with GWAS data to identify expression quantitative trait loci (eQTL). RESULTS: At Bonferroni adj. p‐value ≤ 0.05, we identified 19 lncRNA and 5 PCG significant modules, which were enriched for neuronal and immune‐related processes. In these modules, we further identified 86 and 315 PCG and lncRNA hubs, respectively. At false discovery rate (FDR) of 10%, the correlation analyses between the lncRNA and PCG hubs revealed 3,125 positive and 1,860 negative correlations. Integration of hubs with genotype data identified 243 eQTLs affecting the expression of 39 and 204 PCG and lncRNA hubs, respectively. CONCLUSIONS: Our study identified lncRNA and gene networks significantly associated with AD in the NAc, coordinated lncRNA and mRNA coexpression changes, highlighting potentially regulatory functions for the lncRNA, and our genetic (cis‐eQTL) analysis provides novel insights into the etiological mechanisms of AD.
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spelling pubmed-77563092020-12-28 Assessing the Role of Long Noncoding RNA in Nucleus Accumbens in Subjects With Alcohol Dependence Drake, John McMichael, Gowon O. Vornholt, Eric Sean Cresswell, Kellen Williamson, Vernell Chatzinakos, Chris Mamdani, Mohammed Hariharan, Siddharth Kendler, Kenneth S. Kalsi, Gursharan Riley, Brien P. Dozmorov, Mikhail Miles, Michael F. Bacanu, Silviu‐Alin Vladimirov, Vladimir I. Alcohol Clin Exp Res Human and Animal Genetics BACKGROUND: Long noncoding RNA (lncRNA) have been implicated in the etiology of alcohol use. Since lncRNA provide another layer of complexity to the transcriptome, assessing their expression in the brain is the first critical step toward understanding lncRNA functions in alcohol use and addiction. Thus, we sought to profile lncRNA expression in the nucleus accumbens (NAc) in a large postmortem alcohol brain sample. METHODS: LncRNA and protein‐coding gene (PCG) expressions in the NAc from 41 subjects with alcohol dependence (AD) and 41 controls were assessed via a regression model. Weighted gene coexpression network analysis was used to identify lncRNA and PCG networks (i.e., modules) significantly correlated with AD. Within the significant modules, key network genes (i.e., hubs) were also identified. The lncRNA and PCG hubs were correlated via Pearson correlations to elucidate the potential biological functions of lncRNA. The lncRNA and PCG hubs were further integrated with GWAS data to identify expression quantitative trait loci (eQTL). RESULTS: At Bonferroni adj. p‐value ≤ 0.05, we identified 19 lncRNA and 5 PCG significant modules, which were enriched for neuronal and immune‐related processes. In these modules, we further identified 86 and 315 PCG and lncRNA hubs, respectively. At false discovery rate (FDR) of 10%, the correlation analyses between the lncRNA and PCG hubs revealed 3,125 positive and 1,860 negative correlations. Integration of hubs with genotype data identified 243 eQTLs affecting the expression of 39 and 204 PCG and lncRNA hubs, respectively. CONCLUSIONS: Our study identified lncRNA and gene networks significantly associated with AD in the NAc, coordinated lncRNA and mRNA coexpression changes, highlighting potentially regulatory functions for the lncRNA, and our genetic (cis‐eQTL) analysis provides novel insights into the etiological mechanisms of AD. John Wiley and Sons Inc. 2020-11-27 2020-12 /pmc/articles/PMC7756309/ /pubmed/33067813 http://dx.doi.org/10.1111/acer.14479 Text en © 2020 The Authors. Alcoholism: Clinical & Experimental Research published by Wiley Periodicals LLC on behalf of Research Society on Alcoholism This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Human and Animal Genetics
Drake, John
McMichael, Gowon O.
Vornholt, Eric Sean
Cresswell, Kellen
Williamson, Vernell
Chatzinakos, Chris
Mamdani, Mohammed
Hariharan, Siddharth
Kendler, Kenneth S.
Kalsi, Gursharan
Riley, Brien P.
Dozmorov, Mikhail
Miles, Michael F.
Bacanu, Silviu‐Alin
Vladimirov, Vladimir I.
Assessing the Role of Long Noncoding RNA in Nucleus Accumbens in Subjects With Alcohol Dependence
title Assessing the Role of Long Noncoding RNA in Nucleus Accumbens in Subjects With Alcohol Dependence
title_full Assessing the Role of Long Noncoding RNA in Nucleus Accumbens in Subjects With Alcohol Dependence
title_fullStr Assessing the Role of Long Noncoding RNA in Nucleus Accumbens in Subjects With Alcohol Dependence
title_full_unstemmed Assessing the Role of Long Noncoding RNA in Nucleus Accumbens in Subjects With Alcohol Dependence
title_short Assessing the Role of Long Noncoding RNA in Nucleus Accumbens in Subjects With Alcohol Dependence
title_sort assessing the role of long noncoding rna in nucleus accumbens in subjects with alcohol dependence
topic Human and Animal Genetics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7756309/
https://www.ncbi.nlm.nih.gov/pubmed/33067813
http://dx.doi.org/10.1111/acer.14479
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