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Genome-Wide Correlation of DNA Methylation and Gene Expression in Postmortem Brain Tissues of Opioid Use Disorder Patients
BACKGROUND: Opioid use disorder (OUD) affects millions of people, causing nearly 50 000 deaths annually in the United States. While opioid exposure and OUD are known to cause widespread transcriptomic and epigenetic changes, few studies in human samples have been conducted. Understanding how OUD aff...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8598308/ https://www.ncbi.nlm.nih.gov/pubmed/34214162 http://dx.doi.org/10.1093/ijnp/pyab043 |
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author | Liu, Andi Dai, Yulin Mendez, Emily F Hu, Ruifeng Fries, Gabriel R Najera, Katherine E Jiang, Shan Meyer, Thomas D Stertz, Laura Jia, Peilin Walss-Bass, Consuelo Zhao, Zhongming |
author_facet | Liu, Andi Dai, Yulin Mendez, Emily F Hu, Ruifeng Fries, Gabriel R Najera, Katherine E Jiang, Shan Meyer, Thomas D Stertz, Laura Jia, Peilin Walss-Bass, Consuelo Zhao, Zhongming |
author_sort | Liu, Andi |
collection | PubMed |
description | BACKGROUND: Opioid use disorder (OUD) affects millions of people, causing nearly 50 000 deaths annually in the United States. While opioid exposure and OUD are known to cause widespread transcriptomic and epigenetic changes, few studies in human samples have been conducted. Understanding how OUD affects the brain at the molecular level could help decipher disease pathogenesis and shed light on OUD treatment. METHODS: We generated genome-wide transcriptomic and DNA methylation profiles of 22 OUD subjects and 19 non-psychiatric controls. We applied weighted gene co-expression network analysis to identify genetic markers consistently associated with OUD at both transcriptomic and methylomic levels. We then performed functional enrichment for biological interpretation. We employed cross-omics analysis to uncover OUD-specific regulatory networks. RESULTS: We found 6 OUD-associated co-expression gene modules and 6 co-methylation modules (false discovery rate <0.1). Genes in these modules are involved in astrocyte and glial cell differentiation, gliogenesis, response to organic substance, and response to cytokine (false discovery rate <0.05). Cross-omics analysis revealed immune-related transcription regulators, suggesting the role of transcription factor-targeted regulatory networks in OUD pathogenesis. CONCLUSIONS: Our integrative analysis of multi-omics data in OUD postmortem brain samples suggested complex gene regulatory mechanisms involved in OUD-associated expression patterns. Candidate genes and their upstream regulators revealed in astrocyte, and glial cells could provide new insights into OUD treatment development. |
format | Online Article Text |
id | pubmed-8598308 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-85983082021-11-18 Genome-Wide Correlation of DNA Methylation and Gene Expression in Postmortem Brain Tissues of Opioid Use Disorder Patients Liu, Andi Dai, Yulin Mendez, Emily F Hu, Ruifeng Fries, Gabriel R Najera, Katherine E Jiang, Shan Meyer, Thomas D Stertz, Laura Jia, Peilin Walss-Bass, Consuelo Zhao, Zhongming Int J Neuropsychopharmacol Regular Research Articles BACKGROUND: Opioid use disorder (OUD) affects millions of people, causing nearly 50 000 deaths annually in the United States. While opioid exposure and OUD are known to cause widespread transcriptomic and epigenetic changes, few studies in human samples have been conducted. Understanding how OUD affects the brain at the molecular level could help decipher disease pathogenesis and shed light on OUD treatment. METHODS: We generated genome-wide transcriptomic and DNA methylation profiles of 22 OUD subjects and 19 non-psychiatric controls. We applied weighted gene co-expression network analysis to identify genetic markers consistently associated with OUD at both transcriptomic and methylomic levels. We then performed functional enrichment for biological interpretation. We employed cross-omics analysis to uncover OUD-specific regulatory networks. RESULTS: We found 6 OUD-associated co-expression gene modules and 6 co-methylation modules (false discovery rate <0.1). Genes in these modules are involved in astrocyte and glial cell differentiation, gliogenesis, response to organic substance, and response to cytokine (false discovery rate <0.05). Cross-omics analysis revealed immune-related transcription regulators, suggesting the role of transcription factor-targeted regulatory networks in OUD pathogenesis. CONCLUSIONS: Our integrative analysis of multi-omics data in OUD postmortem brain samples suggested complex gene regulatory mechanisms involved in OUD-associated expression patterns. Candidate genes and their upstream regulators revealed in astrocyte, and glial cells could provide new insights into OUD treatment development. Oxford University Press 2021-07-02 /pmc/articles/PMC8598308/ /pubmed/34214162 http://dx.doi.org/10.1093/ijnp/pyab043 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of CINP. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Regular Research Articles Liu, Andi Dai, Yulin Mendez, Emily F Hu, Ruifeng Fries, Gabriel R Najera, Katherine E Jiang, Shan Meyer, Thomas D Stertz, Laura Jia, Peilin Walss-Bass, Consuelo Zhao, Zhongming Genome-Wide Correlation of DNA Methylation and Gene Expression in Postmortem Brain Tissues of Opioid Use Disorder Patients |
title | Genome-Wide Correlation of DNA Methylation and Gene Expression in Postmortem Brain Tissues of Opioid Use Disorder Patients |
title_full | Genome-Wide Correlation of DNA Methylation and Gene Expression in Postmortem Brain Tissues of Opioid Use Disorder Patients |
title_fullStr | Genome-Wide Correlation of DNA Methylation and Gene Expression in Postmortem Brain Tissues of Opioid Use Disorder Patients |
title_full_unstemmed | Genome-Wide Correlation of DNA Methylation and Gene Expression in Postmortem Brain Tissues of Opioid Use Disorder Patients |
title_short | Genome-Wide Correlation of DNA Methylation and Gene Expression in Postmortem Brain Tissues of Opioid Use Disorder Patients |
title_sort | genome-wide correlation of dna methylation and gene expression in postmortem brain tissues of opioid use disorder patients |
topic | Regular Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8598308/ https://www.ncbi.nlm.nih.gov/pubmed/34214162 http://dx.doi.org/10.1093/ijnp/pyab043 |
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