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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...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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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. |
format | Online Article Text |
id | pubmed-7756309 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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