A systematic review and meta-analysis on the transcriptomic signatures in alcohol use disorder

IF 9.6 1区 医学 Q1 BIOCHEMISTRY & MOLECULAR BIOLOGY
Marion M. Friske, Eva C. Torrico, Maximilian J. W. Haas, Anna M. Borruto, Francesco Giannone, Andreas-Christian Hade, Yun Yu, Lina Gao, Greg T. Sutherland, Robert Hitzemann, Mari-Anne Philips, Suzanne S. Fei, Wolfgang H. Sommer, R. Dayne Mayfield, Rainer Spanagel
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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.

Abstract Image

关于酒精使用障碍转录组特征的系统综述和荟萃分析
目前现有的酒精使用障碍(AUD)临床治疗方法疗效有限,因此需要新的药物治疗靶点。要发现新的分子治疗靶点,一种很有前景的方法是利用动物模型和已故 AUD 患者的死后脑组织,对成瘾神经回路中的大脑区域进行转录组学分析。遗憾的是,此类研究存在异质性大和样本量小的问题。为了解决这些局限性,我们对从 AUD 患者和动物模型的脑组织中获得的全转录组数据进行了跨物种荟萃分析。我们按照 PRISMA 指南,整合了 36 个具有酒精依赖表型的跨物种全转录组 RNA 表达数据集与对照组数据集。我们总共对 964 个样本进行了元分析,其中 502 个样本来自前额叶皮层(PFC),282 个样本来自伏隔核(NAc),180 个样本来自杏仁核(AMY)。在啮齿动物、猴子和人类中,前额叶皮层差异表达基因(DEGs)的数量最多。共同失调的 DEGs 表明慢性酒精消耗/AUD 的跨物种机制是一致的,包括 MAPKs 以及 STAT、IRF7 和 TNF。此外,我们还发现了许多独特的基因集,这些基因集可能对这些保守机制做出了单独贡献,同时也提示了 AUD 的新分子方面。在蛋白质水平上验证转录组的变化揭示了有待进一步研究的有趣靶点。最后,我们确定了不同脑组织中共同调节的 DEGs 组合,作为 AUD 的潜在生物标志物。总之,我们提供了一份可通过闪亮应用程序进行评估的基因简编,并描述了在 AUD 中发生改变的信号通路、生理和细胞过程,这些都需要未来的研究进行功能验证。
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来源期刊
Molecular Psychiatry
Molecular Psychiatry 医学-精神病学
CiteScore
20.50
自引率
4.50%
发文量
459
审稿时长
4-8 weeks
期刊介绍: Molecular Psychiatry focuses on publishing research that aims to uncover the biological mechanisms behind psychiatric disorders and their treatment. The journal emphasizes studies that bridge pre-clinical and clinical research, covering cellular, molecular, integrative, clinical, imaging, and psychopharmacology levels.
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