Identifying novel therapeutic targets for non-alcoholic fatty liver disease using bioinformatics approaches: from drug repositioning to traditional Chinese medicine.

IF 3.9 Q2 MATHEMATICAL & COMPUTATIONAL BIOLOGY
Frontiers in bioinformatics Pub Date : 2025-08-26 eCollection Date: 2025-01-01 DOI:10.3389/fbinf.2025.1613985
Jingmin Zhang, Tianwei Meng, Weiqi Gao, Xinghua Li, Juan Xu
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Abstract

Background: Non-alcoholic fatty liver disease (NAFLD) is a prevalent condition with limited effective treatments, necessitating novel therapeutic strategies. Bioinformatics offers a promising approach to identify new targets by analyzing gene expression and drug interactions.

Objective: This study aims to identify novel therapeutic targets for NAFLD through bioinformatics, focusing on drug repositioning and traditional Chinese medicine (TCM) components.

Methods: Three NAFLD-related gene expression datasets (GSE260666, GSE126848, GSE135251) were analyzed to identify differentially expressed genes. Protein-protein interaction networks were constructed using STRING and visualized with Cytoscape. Pathway enrichment analysis was performed, and drug-gene interactions were explored using the DGIdb database. TCM components were screened via the HERB database, with molecular docking conducted to assess binding affinities.

Results: Key hub genes (CXCL2, CDKN1A, TNFRSF12A, HGFAC) were identified, with significant enrichment in cell proliferation and PI3K-Akt signaling pathways. Cyclosporine emerged as a potential repurposed drug, while TCM components (curcumin, resveratrol, berberine) showed strong binding affinities to NAFLD targets.

Conclusion: Cyclosporine and TCM compounds are promising candidates for NAFLD treatment, warranting further experimental validation to confirm their therapeutic potential.

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利用生物信息学方法确定非酒精性脂肪肝的新治疗靶点:从药物重新定位到中药。
背景:非酒精性脂肪性肝病(NAFLD)是一种普遍的疾病,有效的治疗方法有限,需要新的治疗策略。生物信息学为通过分析基因表达和药物相互作用来识别新靶点提供了一种很有前途的方法。目的:本研究旨在通过生物信息学方法,从药物重新定位和中药成分等方面寻找NAFLD新的治疗靶点。方法:分析3个nafld相关基因表达数据集(GSE260666、GSE126848、GSE135251),鉴定差异表达基因。利用STRING构建蛋白-蛋白相互作用网络,并用Cytoscape进行可视化。进行途径富集分析,并使用DGIdb数据库探索药物-基因相互作用。通过HERB数据库筛选中药成分,并进行分子对接以评估结合亲和力。结果:鉴定出关键枢纽基因CXCL2、CDKN1A、TNFRSF12A、HGFAC,在细胞增殖和PI3K-Akt信号通路中显著富集。环孢素作为一种潜在的再用途药物出现,而中药成分(姜黄素、白藜芦醇、小檗碱)与NAFLD靶点表现出很强的结合亲和力。结论:环孢素和中药复方是治疗NAFLD的有希望的候选药物,需要进一步的实验验证以证实其治疗潜力。
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CiteScore
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