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肠道微生物群与酒精滥用的关联:孟德尔随机化和生物信息学研究。

Associations Between Gut Microbiota and Alcohol Abuse: A Mendelian Randomisation and Bioinformatics Study.

机构信息

Department of Neurosurgery, Nanjing Medical University, Shanghai General Hospital, Shanghai, China.

Department of Neurosurgery, Shanghai Jiao Tong University School of Medicine, Shanghai General Hospital, Shanghai, China.

出版信息

J Mol Neurosci. 2024 Aug 26;74(3):80. doi: 10.1007/s12031-024-02259-7.

Abstract

Alcohol abuse, also known as Alcohol Use Disorder (AUD), is a substance dependency psychiatric disorder. We aimed to establish a causal relationship between specific gut microbiota and alcohol abuse using Mendelian Randomisation (MR) and bioinformatics methods. We acquired summary data of genome-wide association studies (GWAS) for gut microbiota and alcohol abuse from the Mibiogen and Finngen databases, respectively. We conducted MR analyses using various methodologies and mapped the single nucleotide polymorphisms (SNPs) to genes via the FUMA GWAS platform. We further performed multiple enrichment analyses and a Multi-variable Mendelian Randomisation (MVMR) approach to examine whether gut microbiota influences alcohol abuse by modulating neurotransmitter-related amino acids. The MR analysis revealed an inverse relationship between the genus Eubacterium ventriosum group and the Porphyromonadaceae family with alcohol abuse. Gene enrichment analysis showed that these genes are expressed in brain tissue and are involved in addictive disorders, psychiatric conditions, immunological processes, neurotransmitter synthesis and synaptic regulation. MVMR analysis suggested that the Porphyromonadaceae family as well as genus Eubacterium ventriosum group may suppress alcohol abuse through the metabolism of neurotransmitter-related amino acids, especially Tryptophan. The MR analysis and bioinformatics investigations indicate that the genus Eubacterium ventriosum group and Porphyromonadaceae family confer a protective effect against alcohol abuse, potentially through the modulation of synaptic function.

摘要

酒精滥用,亦称酒精使用障碍(AUD),是一种物质依赖的精神疾病。我们旨在采用孟德尔随机化(MR)和生物信息学方法,确定特定肠道微生物群与酒精滥用之间的因果关系。我们分别从 Mibiogen 和 Finngen 数据库获取了肠道微生物群和酒精滥用的全基因组关联研究(GWAS)汇总数据。我们采用各种方法学进行了 MR 分析,并通过 FUMA GWAS 平台将单核苷酸多态性(SNP)映射到基因上。我们进一步进行了多种富集分析和多变量孟德尔随机化(MVMR)分析,以检验肠道微生物群是否通过调节与神经递质相关的氨基酸来影响酒精滥用。MR 分析表明,真细菌属 ventriosum 组和卟啉单胞菌科与酒精滥用呈负相关。基因富集分析表明,这些基因在脑组织中表达,参与成瘾障碍、精神状况、免疫过程、神经递质合成和突触调节。MVMR 分析表明,卟啉单胞菌科以及真细菌属 ventriosum 组可能通过代谢与神经递质相关的氨基酸,特别是色氨酸,来抑制酒精滥用。MR 分析和生物信息学研究表明,真细菌属 ventriosum 组和卟啉单胞菌科对酒精滥用具有保护作用,可能通过调节突触功能来实现。

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