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Multi-omics signatures of alcohol use disorder in the dorsal and ventral striatum

Alcohol Use Disorder (AUD) is a major contributor to global mortality and morbidity. Postmortem human brain tissue enables the investigation of molecular mechanisms of AUD in the neurocircuitry of addiction. We aimed to identify differentially expressed (DE) genes in the ventral and dorsal striatum...

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Autores principales: Zillich, Lea, Poisel, Eric, Frank, Josef, Foo, Jerome C., Friske, Marion M., Streit, Fabian, Sirignano, Lea, Heilmann-Heimbach, Stefanie, Heimbach, André, Hoffmann, Per, Degenhardt, Franziska, Hansson, Anita C., Bakalkin, Georgy, Nöthen, Markus M., Rietschel, Marcella, Spanagel, Rainer, Witt, Stephanie H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9076849/
https://www.ncbi.nlm.nih.gov/pubmed/35523767
http://dx.doi.org/10.1038/s41398-022-01959-1
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author Zillich, Lea
Poisel, Eric
Frank, Josef
Foo, Jerome C.
Friske, Marion M.
Streit, Fabian
Sirignano, Lea
Heilmann-Heimbach, Stefanie
Heimbach, André
Hoffmann, Per
Degenhardt, Franziska
Hansson, Anita C.
Bakalkin, Georgy
Nöthen, Markus M.
Rietschel, Marcella
Spanagel, Rainer
Witt, Stephanie H.
author_facet Zillich, Lea
Poisel, Eric
Frank, Josef
Foo, Jerome C.
Friske, Marion M.
Streit, Fabian
Sirignano, Lea
Heilmann-Heimbach, Stefanie
Heimbach, André
Hoffmann, Per
Degenhardt, Franziska
Hansson, Anita C.
Bakalkin, Georgy
Nöthen, Markus M.
Rietschel, Marcella
Spanagel, Rainer
Witt, Stephanie H.
author_sort Zillich, Lea
collection PubMed
description Alcohol Use Disorder (AUD) is a major contributor to global mortality and morbidity. Postmortem human brain tissue enables the investigation of molecular mechanisms of AUD in the neurocircuitry of addiction. We aimed to identify differentially expressed (DE) genes in the ventral and dorsal striatum between individuals with AUD and controls, and to integrate the results with findings from genome- and epigenome-wide association studies (GWAS/EWAS) to identify functionally relevant molecular mechanisms of AUD. DNA-methylation and gene expression (RNA-seq) data was generated from postmortem brain samples of 48 individuals with AUD and 51 controls from the ventral striatum (VS) and the dorsal striatal regions caudate nucleus (CN) and putamen (PUT). We identified DE genes using DESeq2, performed gene-set enrichment analysis (GSEA), and tested enrichment of DE genes in results of GWASs using MAGMA. Weighted correlation network analysis (WGCNA) was performed for DNA-methylation and gene expression data and gene overlap was tested. Differential gene expression was observed in the dorsal (FDR < 0.05), but not the ventral striatum of AUD cases. In the VS, DE genes at FDR < 0.25 were overrepresented in a recent GWAS of problematic alcohol use. The ARHGEF15 gene was upregulated in all three brain regions. GSEA in CN and VS pointed towards cell-structure associated GO-terms and in PUT towards immune pathways. The WGCNA modules most strongly associated with AUD showed strong enrichment for immune response and inflammation pathways. Our integrated analysis of multi-omics data sets provides further evidence for the importance of immune- and inflammation-related processes in AUD.
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spelling pubmed-90768492022-05-08 Multi-omics signatures of alcohol use disorder in the dorsal and ventral striatum Zillich, Lea Poisel, Eric Frank, Josef Foo, Jerome C. Friske, Marion M. Streit, Fabian Sirignano, Lea Heilmann-Heimbach, Stefanie Heimbach, André Hoffmann, Per Degenhardt, Franziska Hansson, Anita C. Bakalkin, Georgy Nöthen, Markus M. Rietschel, Marcella Spanagel, Rainer Witt, Stephanie H. Transl Psychiatry Article Alcohol Use Disorder (AUD) is a major contributor to global mortality and morbidity. Postmortem human brain tissue enables the investigation of molecular mechanisms of AUD in the neurocircuitry of addiction. We aimed to identify differentially expressed (DE) genes in the ventral and dorsal striatum between individuals with AUD and controls, and to integrate the results with findings from genome- and epigenome-wide association studies (GWAS/EWAS) to identify functionally relevant molecular mechanisms of AUD. DNA-methylation and gene expression (RNA-seq) data was generated from postmortem brain samples of 48 individuals with AUD and 51 controls from the ventral striatum (VS) and the dorsal striatal regions caudate nucleus (CN) and putamen (PUT). We identified DE genes using DESeq2, performed gene-set enrichment analysis (GSEA), and tested enrichment of DE genes in results of GWASs using MAGMA. Weighted correlation network analysis (WGCNA) was performed for DNA-methylation and gene expression data and gene overlap was tested. Differential gene expression was observed in the dorsal (FDR < 0.05), but not the ventral striatum of AUD cases. In the VS, DE genes at FDR < 0.25 were overrepresented in a recent GWAS of problematic alcohol use. The ARHGEF15 gene was upregulated in all three brain regions. GSEA in CN and VS pointed towards cell-structure associated GO-terms and in PUT towards immune pathways. The WGCNA modules most strongly associated with AUD showed strong enrichment for immune response and inflammation pathways. Our integrated analysis of multi-omics data sets provides further evidence for the importance of immune- and inflammation-related processes in AUD. Nature Publishing Group UK 2022-05-06 /pmc/articles/PMC9076849/ /pubmed/35523767 http://dx.doi.org/10.1038/s41398-022-01959-1 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Zillich, Lea
Poisel, Eric
Frank, Josef
Foo, Jerome C.
Friske, Marion M.
Streit, Fabian
Sirignano, Lea
Heilmann-Heimbach, Stefanie
Heimbach, André
Hoffmann, Per
Degenhardt, Franziska
Hansson, Anita C.
Bakalkin, Georgy
Nöthen, Markus M.
Rietschel, Marcella
Spanagel, Rainer
Witt, Stephanie H.
Multi-omics signatures of alcohol use disorder in the dorsal and ventral striatum
title Multi-omics signatures of alcohol use disorder in the dorsal and ventral striatum
title_full Multi-omics signatures of alcohol use disorder in the dorsal and ventral striatum
title_fullStr Multi-omics signatures of alcohol use disorder in the dorsal and ventral striatum
title_full_unstemmed Multi-omics signatures of alcohol use disorder in the dorsal and ventral striatum
title_short Multi-omics signatures of alcohol use disorder in the dorsal and ventral striatum
title_sort multi-omics signatures of alcohol use disorder in the dorsal and ventral striatum
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9076849/
https://www.ncbi.nlm.nih.gov/pubmed/35523767
http://dx.doi.org/10.1038/s41398-022-01959-1
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