Cargando…
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...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1784702016410353664 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9076849 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT zillichlea multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT poiseleric multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT frankjosef multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT foojeromec multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT friskemarionm multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT streitfabian multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT sirignanolea multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT heilmannheimbachstefanie multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT heimbachandre multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT hoffmannper multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT degenhardtfranziska multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT hanssonanitac multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT bakalkingeorgy multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT nothenmarkusm multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT rietschelmarcella multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT spanagelrainer multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum AT wittstephanieh multiomicssignaturesofalcoholusedisorderinthedorsalandventralstriatum |