Exploring the progress of the traditional Chinese medicine "Duhuo-Qianghuo" in targeting the PI3K-AKT pathway to alleviate knee osteoarthritis based on bioinformatics

Likang Wang , Minqi Zhu , Rujie Zhuang
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引用次数: 0

Abstract

Objective

This study aims to explore how the traditional Chinese medicine "Du huo-Qiang huo" targets the PI3K-AKT signaling pathway to alleviate knee osteoarthritis using network pharmacology, molecular docking technology, and experimental validation.

Methods

Active ingredients and target genes related to "Du huo-Qiang huo" and knee osteoarthritis were retrieved from relevant databases.Overlapping data were used to develop a protein-protein interaction (PPI) network model. Functional enrichment analyses, including Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathways, were performed using the DAVID tool. The identification of core active components and target genes was based on their interaction intensity within the PPI network.These identified components and targets were subjected to molecular docking analysis via AutoDockTools-1.5.7.Furthermore, the therapeutic effects of "Du huo-Qiang huo" in reducing cartilage degradation and inhibiting inflammatory responses were assessed using a knee osteoarthritis mouse model.

Results

"Du huo-Qiang huo" comprises 65 bioactive components and 622 associated targets. Through the integration of several databases, 5215 target genes related to knee osteoarthritis were identified, among which 304 were shared between datasets. The primary active compounds implicated in the therapeutic effects of "Du huo-Qiang huo" include homostephanoline, xanthoxyletin, angelicone, and ostruthin. Critical therapeutic targets encompass tumor necrosis factor (TNF), protein kinase B1 (AKT1), glyceraldehyde-3-phosphate dehydrogenase (GAPDH), interleukin-1β (IL-1β), and albumin (ALB). GO functional enrichment analysis revealed 1231 results, comprising 917 biological processes, 106 cellular components, and 208 molecular functions.KEGG pathway enrichment analysis identified 176 pathways, with the top 20 ranked by P-values and presented in bubble plots. Molecular docking studies demonstrated robust binding affinities between homostephanoline, xanthoxyletin, and targets such as AKT1 and TNF. Additionally, "Du huo-Qiang huo" granules showed partial restorative effects on cartilage damage and a reduction in inflammatory markers.

Conclusion

This study offers a preliminary exploration of the mechanisms underlying the therapeutic effects of "Du huo-Qiang huo" in managing knee osteoarthritis. Through an analysis of its diverse components, molecular targets, and related pathways, the findings highlight that pivotal active compounds, such as homostephanoline and xanthoxyletin, engage with critical targets like TNF and AKT1.These molecular interactions modulate the PI3K-AKT signaling pathway, promoting cartilage regeneration and mitigating inflammatory responses,which collectively contribute to its therapeutic efficacy in knee osteoarthritis.

Abstract Image

基于生物信息学探索中药“多活强活”靶向PI3K-AKT通路缓解膝关节骨性关节炎的进展
目的通过网络药理学、分子对接技术和实验验证,探讨中药“渡火强活”如何靶向PI3K-AKT信号通路缓解膝关节骨性关节炎。方法从相关数据库中检索“杜活强活”与膝关节骨性关节炎相关的有效成分和靶基因。利用重叠数据建立蛋白-蛋白相互作用(PPI)网络模型。使用DAVID工具进行功能富集分析,包括基因本体(GO)和京都基因与基因组百科全书(KEGG)途径。核心活性成分和靶基因的鉴定是基于它们在PPI网络中的相互作用强度。通过AutoDockTools-1.5.7进行分子对接分析。此外,通过膝关节骨性关节炎小鼠模型,评估了“笃火强活”在减少软骨退化和抑制炎症反应方面的治疗效果。结果“杜火强火”含有65种活性成分,622个伴生靶点。通过多个数据库的整合,共鉴定出5215个与膝关节骨关节炎相关的靶基因,其中304个基因在数据集之间共享。“渡火强火”的主要活性成分包括同stephanolin、xanthoxyletin、angelicone和ostrutin。关键的治疗靶点包括肿瘤坏死因子(TNF)、蛋白激酶B1 (AKT1)、甘油醛-3-磷酸脱氢酶(GAPDH)、白细胞介素-1β (IL-1β)和白蛋白(ALB)。氧化石墨烯功能富集分析揭示了1231个结果,包括917个生物过程、106个细胞组分和208个分子功能。KEGG通路富集分析鉴定出176条通路,其中p值排名前20位,以气泡图表示。分子对接研究表明,同型stephanolin、xanthoxyletin与靶标如AKT1和TNF之间具有很强的结合亲和力。此外,“渡火强活”颗粒对软骨损伤有部分修复作用,炎症标志物减少。结论本研究初步探讨了“笃活强活”治疗膝关节骨性关节炎的作用机制。通过对其多种成分、分子靶点和相关途径的分析,研究结果强调了关键活性化合物,如同stephananoline和xanthoxyletin,与TNF和AKT1等关键靶点相关。这些分子相互作用调节PI3K-AKT信号通路,促进软骨再生,减轻炎症反应,共同促进其治疗膝关节骨关节炎的疗效。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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