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非酒精性脂肪性肝病相关关键基因及潜在微小RNA治疗靶点的探索

Exploration of the Key Genes Involved in Non-alcoholic Fatty Liver Disease and Possible MicroRNA Therapeutic Targets.

作者信息

Mahmoudi Ali, Jalili Amin, Butler Alexandra E, Aghaee-Bakhtiari Seyed H, Jamialahmadi Tannaz, Sahebkar Amirhossein

机构信息

Department of Medical Biotechnology and Nanotechnology, Faculty of Medicine, Mashhad University of Medical Sciences, Iran.

Royal College of Surgeons in Ireland Bahrain, Adliya, Bahrain.

出版信息

J Clin Exp Hepatol. 2024 Jul-Aug;14(4):101365. doi: 10.1016/j.jceh.2024.101365. Epub 2024 Feb 15.

Abstract

BACKGROUND

MicroRNAs (miRNAs) are promising therapeutic agents for non-alcoholic fatty liver disease (NAFLD). This study aimed to identify key genes/proteins involved in NAFLD pathogenesis and progression and to evaluate miRNAs influencing their expression.

METHODS

Gene expression profiles from datasets GSE151158, GSE163211, GSE135251, GSE167523, GSE46300, and online databases were analyzed to identify significant NAFLD-related genes. Then, protein-protein interaction networks and module analysis identified hub genes/proteins, which were validated using real-time PCR in oleic acid-treated HepG2 cells. Functional enrichment analysis evaluated signaling pathways and biological processes. Gene-miRNA interaction networks identified miRNAs targeting critical NAFLD genes.

RESULTS

The most critical overexpressed hub genes/proteins included: TNF, VEGFA, TLR4, CYP2E1, ACE, SCD, FASN, SREBF2, and TGFB1 based on PPI network analysis, of which TNF, TLR4, SCD, FASN, SREBF2, and TGFB1 were up-regulated in oleic acid-treated HepG2 cells. Functional enrichment analysis for biological processes highlighted programmed necrotic cell death, lipid metabolic process response to reactive oxygen species, and inflammation. In the Kyoto Encyclopedia of Genes and Genomes (KEGG) enrichment analysis, the highest adjusted -value signaling pathways encompassed AGE-RAGE in diabetic complications, TNF, and HIF-1 signaling pathways. In gene-miRNA network analysis, miR-16 and miR-124 were highlighted as the miRNAs exerting the most influence on important NAFLD-related genes.

CONCLUSION

analyses identified NAFLD therapeutic targets and miRNA candidates to guide further experimental investigation.

摘要

背景

微小RNA(miRNA)是治疗非酒精性脂肪性肝病(NAFLD)的潜在药物。本研究旨在鉴定参与NAFLD发病机制和进展的关键基因/蛋白质,并评估影响其表达的miRNA。

方法

分析数据集GSE151158、GSE163211、GSE135251、GSE167523、GSE46300中的基因表达谱以及在线数据库,以鉴定与NAFLD相关的重要基因。然后,通过蛋白质-蛋白质相互作用网络和模块分析确定枢纽基因/蛋白质,并在油酸处理的HepG2细胞中使用实时PCR进行验证。功能富集分析评估信号通路和生物学过程。基因-miRNA相互作用网络鉴定靶向关键NAFLD基因的miRNA。

结果

基于蛋白质-蛋白质相互作用网络分析,最关键的过表达枢纽基因/蛋白质包括:肿瘤坏死因子(TNF)、血管内皮生长因子A(VEGFA)、Toll样受体4(TLR4)、细胞色素P450 2E1(CYP2E1)、血管紧张素转换酶(ACE)、硬脂酰辅酶A去饱和酶(SCD)、脂肪酸合酶(FASN)、固醇调节元件结合转录因子2(SREBF2)和转化生长因子β1(TGFB1),其中TNF、TLR4、SCD、FASN、SREBF2和TGFB1在油酸处理的HepG2细胞中上调。生物学过程的功能富集分析突出了程序性坏死性细胞死亡、脂质代谢过程对活性氧的反应和炎症。在京都基因与基因组百科全书(KEGG)富集分析中,调整后P值最高的信号通路包括糖尿病并发症中的晚期糖基化终产物受体(AGE-RAGE)、TNF和缺氧诱导因子-1(HIF-1)信号通路。在基因-miRNA网络分析中,miR-16和miR-124被突出显示为对重要的NAFLD相关基因影响最大的miRNA。

结论

分析确定了NAFLD的治疗靶点和miRNA候选物,以指导进一步的实验研究。

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