探索药物再利用作为非酒精性脂肪性肝病(NAFLD)的治疗策略:潜在靶点和途径的鉴定

Q3 Medicine
Yalda Khazaei-Poul, Sara Ziayifard, Ava Rashtchian, Abbas Pyriae, Seyed Ali Ziai
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引用次数: 0

摘要

目的:本研究探讨药物再利用作为一种可行的方法,确定现有的药物可以应用于NAFLD的管理。背景:非酒精性脂肪性肝病(NAFLD)是一种普遍而复杂的肝脏疾病,影响全球约25%的人口,与代谢紊乱(如肥胖和2型糖尿病)有显著联系。尽管NAFLD负担沉重,但目前尚无批准的治疗方法,这强调了有效治疗的必要性。方法:利用两个公开的数据集(GSE126848和GSE130970)鉴定差异表达基因(deg),并利用Cytoscape构建蛋白-蛋白相互作用(PPI)网络。Hub和bottleneck (H&B)基因通过DAVID和KEGG进行富集分析。候选药物通过连接图(CMap)平台进行鉴定,重点是具有反基因特征的化合物。结果:通路分析突出了NAFLD发病的关键通路,包括AGE-RAGE和Rap1信号通路。一些有前景的药物,如WYE-354和Triciribine,被确定为针对脂质代谢和炎症等关键机制。结论:这项研究表明,药物再利用可能会加速有效治疗NAFLD的发展,尽管需要进一步的临床验证来证实这些发现的治疗潜力。
本文章由计算机程序翻译,如有差异,请以英文原文为准。

Exploring drug repurposing as a therapeutic strategy for non-alcoholic fatty liver disease (NAFLD): identification of potential targets and pathways.

Exploring drug repurposing as a therapeutic strategy for non-alcoholic fatty liver disease (NAFLD): identification of potential targets and pathways.

Exploring drug repurposing as a therapeutic strategy for non-alcoholic fatty liver disease (NAFLD): identification of potential targets and pathways.

Exploring drug repurposing as a therapeutic strategy for non-alcoholic fatty liver disease (NAFLD): identification of potential targets and pathways.

Aim: This study investigates drug repurposing as a viable approach identifying existing pharmacological agents that could be applied to NAFLD management.

Background: Non-alcoholic fatty liver disease (NAFLD) is a prevalent and complex liver condition affecting approximately 25% of the global population, with significant links to metabolic disorders such as obesity and type 2 diabetes. Despite its high burden, no approved therapies currently exist for NAFLD, underscoring the need for effective treatments.

Methods: We utilized two publicly available datasets (GSE126848 and GSE130970) to identify differentially expressed genes (DEGs) and constructed a protein-protein interaction (PPI) network using Cytoscape. Hub and bottleneck (H&B) genes were identified and further analyzed for pathway enrichment using DAVID and KEGG. Drug candidates were identified through the Connectivity Map (CMap) platform, focusing on compounds with counter-gene signatures.

Results: Pathway analysis highlighted critical pathways involved in NAFLD pathogenesis, including the AGE-RAGE and Rap1 signaling pathways. Several promising repurposed drugs, such as WYE-354 and Triciribine, were identified, targeting key mechanisms like lipid metabolism and inflammation.

Conclusion: This study suggests that drug repurposing may accelerate the development of effective NAFLD therapies, although further clinical validation is needed to confirm the therapeutic potential of these findings.

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CiteScore
2.30
自引率
0.00%
发文量
29
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