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Published on: June 23, 2023
A systematic review and meta-analysis on the transcriptomic signatures in alcohol use disorder
Marion M Friske1,2, Eva C Torrico3, Maximilian J W Haas3
1Institute of Psychopharmacology, Central Institute of Mental Health, Mannheim, University of Heidelberg, Heidelberg, Germany. marion.friske@austin.utexas.edu.
Abstract:
Currently available clinical treatments on alcohol use disorder (AUD) exhibit limited efficacy and new druggable targets are required. One promising approach to discover new molecular treatment targets involves the transcriptomic profiling of brain regions within the addiction neurocircuitry, utilizing animal models and postmortem brain tissue from deceased patients with AUD. Unfortunately, such studies suffer from large heterogeneity and small sample sizes. To address these limitations, we conducted a cross-species meta-analysis on transcriptome-wide data obtained from brain tissue of patients with AUD and animal models. We integrated 36 cross-species transcriptome-wide RNA-expression datasets with an alcohol-dependent phenotype vs. controls, following the PRISMA guidelines. In total, we meta-analyzed 964 samples - 502 samples from the prefrontal cortex (PFC), 282 nucleus accumbens (NAc) samples, and 180 from amygdala (AMY). The PFC had the highest number of differentially expressed genes (DEGs) across rodents, monkeys, and humans. Commonly dysregulated DEGs suggest conserved cross-species mechanisms for chronic alcohol consumption/AUD comprising MAPKs as well as STAT, IRF7, and TNF. Furthermore, we identified numerous unique gene sets that might contribute individually to these conserved mechanisms and also suggest novel molecular aspects of AUD. Validation of the transcriptomic alterations on the protein level revealed interesting targets for further investigation. Finally, we identified a combination of DEGs that are commonly regulated across different brain tissues as potential biomarkers for AUD. In summary, we provide a compendium of genes that are assessable via a shiny app, and describe signaling pathways, and physiological and cellular processes that are altered in AUD that require future studies for functional validation.
Insights
This study integrated gene expression data from human and animal brains to identify new alcohol use disorder (AUD) targets. Key genes and pathways involved in AUD were discovered, offering potential biomarkers and therapeutic strategies.
Area of Science:
- Neuroscience
- Genomics
- Pharmacology
Background:
- Current alcohol use disorder (AUD) treatments have limited efficacy, necessitating the discovery of novel molecular targets.
- Transcriptomic profiling of brain regions in addiction neurocircuitry offers a promising avenue for identifying new drug targets.
- Existing transcriptomic studies on AUD are limited by heterogeneity and small sample sizes.
Purpose of the Study:
- To conduct a comprehensive cross-species meta-analysis of transcriptome-wide data from AUD patients and animal models.
- To identify conserved and unique molecular mechanisms underlying AUD across species.
- To discover potential biomarkers and novel therapeutic targets for AUD.
Main Methods:
- Integrated 36 cross-species transcriptome-wide RNA-expression datasets using PRISMA guidelines.
- Meta-analyzed 964 samples from prefrontal cortex (PFC), nucleus accumbens (NAc), and amygdala (AMY).
- Analyzed differentially expressed genes (DEGs) and validated transcriptomic alterations at the protein level.
Main Results:
- The prefrontal cortex (PFC) exhibited the highest number of DEGs across species.
- Commonly dysregulated DEGs indicate conserved cross-species mechanisms involving MAPKs, STAT, IRF7, and TNF.
- Identified unique gene sets and potential AUD biomarkers, including a combination of commonly regulated DEGs across brain tissues.
Conclusions:
- This meta-analysis provides a valuable compendium of genes, pathways, and processes altered in AUD.
- Identified conserved and novel molecular mechanisms contributing to AUD.
- Findings suggest potential protein targets and biomarkers for future AUD research and therapeutic development.
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