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通过网络药理学分析鉴定肠道微生物群代谢产物在治疗酒精性肝病中的作用

Identification of Gut Microbiome Metabolites via Network Pharmacology Analysis in Treating Alcoholic Liver Disease.

作者信息

Oh Ki-Kwang, Choi Ye-Rin, Gupta Haripriya, Ganesan Raja, Sharma Satya Priya, Won Sung-Min, Jeong Jin-Ju, Lee Su-Been, Cha Min-Gi, Kwon Goo-Hyun, Kim Dong-Joon, Suk Ki-Tae

机构信息

Institute for Liver and Digestive Diseases, College of Medicine, Hallym University, Chuncheon 24252, Korea.

出版信息

Curr Issues Mol Biol. 2022 Jul 19;44(7):3253-3266. doi: 10.3390/cimb44070224.

Abstract

Alcoholic liver disease (ALD) is linked to a broad spectrum of diseases, including diabetes, hypertension, atherosclerosis, and even liver carcinoma. The ALD spectrum includes alcoholic fatty liver disease (AFLD), alcoholic hepatitis, and cirrhosis. Most recently, some reports demonstrated that the pathogenesis of ALD is strongly associated with metabolites of human microbiota. AFLD was the onset of disease among ALDs, the initial cause of which is alcohol consumption. Thus, we analyzed the significant metabolites of microbiota against AFLD via the network pharmacology concept. The metabolites from microbiota were retrieved by the gutMGene database; sequentially, AFLD targets were identified by public databases (DisGeNET, OMIM). The final targets were utilized for protein-protein interaction (PPI) networks and signaling pathway analyses. Then, we performed a molecular docking test (MDT) to verify the affinity between metabolite(s) and target(s) utilizing the Autodock 1.5.6 tool. From a holistic viewpoint, we integrated the relationships of microbiota-signaling pathways-targets-metabolites (MSTM) using the R Package. We identified the uppermost six key targets (TLR4, RELA, IL6, PPARG, COX-2, and CYP1A2) against AFLD. The PPI network analysis revealed that TLR4, RELA, IL6, PPARG, and COX-2 had equivalent degrees of value (4); however, CYP1A2 had no associations with the other targets. The bubble chart showed that the PI3K-Akt signaling pathway in nine signaling pathways might be the most significant mechanism with antagonistic functions in the treatment of AFLD. The MDT confirmed that Icaritin is a promising agent to bind stably to RELA (known as NF-Κb). In parallel, Bacterium MRG-PMF-1, the PI3K-Akt signaling pathway, RELA, and Icaritin were the most significant components against AFLD in MSTM networks. In conclusion, we showed that the Icaritin-RELA complex on the PI3K-Akt signaling pathway by bacterial MRG-PMF-1 might have promising therapeutic effects against AFLD, providing crucial evidence for further research.

摘要

酒精性肝病(ALD)与多种疾病相关,包括糖尿病、高血压、动脉粥样硬化,甚至肝癌。ALD谱包括酒精性脂肪性肝病(AFLD)、酒精性肝炎和肝硬化。最近,一些报告表明,ALD的发病机制与人类微生物群的代谢产物密切相关。AFLD是ALD中的疾病起始阶段,其最初原因是饮酒。因此,我们通过网络药理学概念分析了微生物群针对AFLD的重要代谢产物。通过gutMGene数据库检索微生物群的代谢产物;随后,通过公共数据库(DisGeNET、OMIM)确定AFLD靶点。最终靶点用于蛋白质-蛋白质相互作用(PPI)网络和信号通路分析。然后,我们使用Autodock 1.5.6工具进行分子对接试验(MDT),以验证代谢产物与靶点之间的亲和力。从整体观点出发,我们使用R软件包整合了微生物群-信号通路-靶点-代谢产物(MSTM)的关系。我们确定了针对AFLD的六个最重要的关键靶点(TLR4、RELA、IL6、PPARG、COX-2和CYP1A2)。PPI网络分析显示,TLR4、RELA、IL6、PPARG和COX-2具有相同的价值度(4);然而,CYP1A2与其他靶点没有关联。气泡图显示,九条信号通路中的PI3K-Akt信号通路可能是治疗AFLD中具有拮抗作用的最重要机制。MDT证实,淫羊藿素是一种有望与RELA(也称为NF-Κb)稳定结合的药物。同时,在MSTM网络中,细菌MRG-PMF-1、PI3K-Akt信号通路、RELA和淫羊藿素是针对AFLD的最重要组成部分。总之,我们表明,细菌MRG-PMF-1在PI3K-Akt信号通路上的淫羊藿素-RELA复合物可能对AFLD具有有前景的治疗作用,为进一步研究提供了关键证据。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/eeec/9316215/9d478d950a83/cimb-44-00224-g001.jpg

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