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肝性脑病中脑与免疫转录组学与肠道衍生代谢物的关联:一种探索性综合多组学方法

Linking Brain and Immune Transcriptomes to Gut-Derived Metabolites in Hepatic Encephalopathy: An Explorative Integrative Multi-Omics Approach.

作者信息

Sepehrinezhad Ali, Shahbazi Ali

机构信息

Neuroscience Research Center, Mashhad University of Medical Sciences, Mashhad, Razavi Khorasan, Iran.

Department of Neuroscience, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Razavi Khorasan, Iran.

出版信息

Hepat Med. 2025 Sep 15;17:105-124. doi: 10.2147/HMER.S546200. eCollection 2025.

Abstract

PURPOSE

Hepatic encephalopathy (HE), one of the more important cerebral complications attributable to acute liver failure and more severe forms, has traditionally been associated with hyperammonemia. However, recent studies implicate gut microbiota-derived metabolites in HE pathogenesis through systemic inflammation and neurotoxicity. Despite this, the integrated molecular mechanisms linking these metabolites to HE remains poorly described. This study addresses this gap by employing a bioinformatics-based systems biology approach to identify interactions between gut metabolites and host genes, thereby identifying novel diagnostic and therapeutic targets.

METHODS

Differentially expressed genes (DEGs) from peripheral (GSE184200: CD4 T lymphocytes) and central (GSE57193: fusiform gyrus) tissues of HE patients were analyzed using GEO2R. Genes associated with five gut microbiota-derived metabolites including choline metabolites, lipid metabolites, short-chain fatty acids, tryptophan catabolites, and secondary bile acids were extracted from GeneCards. Overlapping genes between HE-related genes and gut-derived metabolites were then subjected to multi-level enrichment analyses (pathway, phenotype, cell type, and cellular component), and miRNA/drug prediction using Enrichr and ToppGene.

RESULTS

We identified nine hub genes related to gut-systemic interactions and 29 hub genes associated with gut-brain interactions in the context of HE. The most significantly impaired pathways were signaling by interleukin 24 and TP53, as well as oxidative stress, which were affected by gut metabolites and peripheral HE-related genes. Similarly, mitochondrial fatty acid β-oxidation, neuroinflammation, and glutamate tone were significantly altered by gut metabolites and central HE-related genes. Additionally, we predicted 18 miRNAs and 13 potential drugs that target both gut microbiota metabolites and HE.

CONCLUSION

This study offers the first systems-level framework connecting gut-derived metabolites to HE through gene networks, challenging the ammonia-centric viewpoint. The predicted miRNAs and drugs offer translational potential for precision medicine in HE. Experimental validation of these targets is required to advance therapeutic strategies.

摘要

目的

肝性脑病(HE)是急性肝衰竭及更严重形式所致的较为重要的脑部并发症之一,传统上一直与高氨血症相关。然而,最近的研究表明,肠道微生物群衍生的代谢产物通过全身炎症和神经毒性参与HE的发病机制。尽管如此,将这些代谢产物与HE联系起来的综合分子机制仍描述甚少。本研究采用基于生物信息学的系统生物学方法来识别肠道代谢产物与宿主基因之间的相互作用,从而确定新的诊断和治疗靶点,以填补这一空白。

方法

使用GEO2R分析HE患者外周组织(GSE184200:CD4 T淋巴细胞)和中枢组织(GSE57193:梭状回)中的差异表达基因(DEG)。从GeneCards中提取与五种肠道微生物群衍生的代谢产物相关的基因,包括胆碱代谢产物、脂质代谢产物、短链脂肪酸、色氨酸分解代谢产物和次级胆汁酸。然后,对HE相关基因和肠道衍生代谢产物之间的重叠基因进行多层次富集分析(通路、表型、细胞类型和细胞成分),并使用Enrichr和ToppGene进行miRNA/药物预测。

结果

在HE的背景下,我们鉴定出9个与肠道-全身相互作用相关的枢纽基因和29个与肠道-脑相互作用相关的枢纽基因。受影响最显著的通路是白细胞介素24和TP53信号通路以及氧化应激,它们受到肠道代谢产物和外周HE相关基因的影响。同样,肠道代谢产物和中枢HE相关基因显著改变了线粒体脂肪酸β-氧化、神经炎症和谷氨酸水平。此外,我们预测了18种miRNA和13种潜在药物,它们靶向肠道微生物群代谢产物和HE。

结论

本研究提供了首个通过基因网络将肠道衍生代谢产物与HE联系起来的系统水平框架,挑战了以氨为中心的观点。预测的miRNA和药物为HE的精准医学提供了转化潜力。需要对这些靶点进行实验验证以推进治疗策略。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/f0ac/12448102/b3d75d938eb8/HMER-17-105-g0001.jpg

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