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通过网络药理学、单细胞RNA测序和分子对接揭示延胡索治疗神经性疼痛的作用机制。

Unveiling the mechanisms of yanhusuo's therapeutic effects in neuropathic pain through network pharmacology, single-cell RNA sequencing, and molecular docking.

作者信息

Liu Rui, Yu Min, Zhuang Kaihan, Liu Tingting, Suo Shanlian, Dong Haitao

机构信息

Department of Anesthesiology, The Second Hospital of Lanzhou University, Lanzhou, 730030, Gansu, China.

Southern Medical University, Guangzhou, 510515, Guangdong, China.

出版信息

Hereditas. 2025 Sep 24;162(1):182. doi: 10.1186/s41065-025-00551-z.

Abstract

BACKGROUND

Current therapeutic strategies for neuropathic pain (NP) encompass pharmacological agents, physical modalities, psychological support, and interventional procedures, which aim to mitigate inflammation, enhance vascular perfusion in afflicted regions, and modulate immune responses. However, the heterogeneity of NP pathogenesis and individual variability often lead to inconsistent treatment outcomes.

METHODS

An integrative network pharmacology framework was employed to elucidate the mechanistic basis of Yanhusuo in NP management. NP patients were categorized via unsupervised clustering, followed by single-cell sequencing and cell-cell communication analysis to identify immune cell interactions. Active compounds and targets of Yanhusuo were identified using the Traditional Chinese Medicine Systems Pharmacology (TCMSP) and SwissTargetPrediction databases. Network pharmacology tools, including Cytoscape, facilitated the construction of protein-protein interaction (PPI), compound-target-disease, and compound-target-pathway networks. Topological analyses identified core targets and pathways, while the Database for Annotation, Visualization and Integrated Discovery (DAVID) bioinformatics platform was used for functional enrichment analysis. Finally, molecular docking analysis was conducted to evaluate ligand-receptor binding affinities.

RESULTS

Nine bioactive compounds and 53 NP-associated targets were identified in Yanhusuo. PPI analysis suggests that ACTB, PPP1CA, ERK1, and PTEN may be the hub nodes with maximal centrality. KEGG pathway enrichment highlighted the focal adhesion pathway as pivotal in Yanhusuo's anti-NP activity. Molecular docking suggests that there may be strong binding interactions between key compounds and hub targets (e.g. binding energy<-6.5 kcal/mol).

CONCLUSIONS

This work systematically maps Yanhusuo's multi-target, multi-pathway therapeutic landscape in NP, offering a strategic foundation for mechanistic research and drug discovery. The identified bioactive candidates represent promising candidates for NP therapeutics.

摘要

背景

目前用于治疗神经性疼痛(NP)的策略包括药物治疗、物理治疗、心理支持和介入手术,其目的是减轻炎症、增强患病区域的血管灌注并调节免疫反应。然而,NP发病机制的异质性和个体差异常常导致治疗效果不一致。

方法

采用综合网络药理学框架来阐明延胡索治疗NP的作用机制。通过无监督聚类对NP患者进行分类,随后进行单细胞测序和细胞间通讯分析以识别免疫细胞相互作用。利用中药系统药理学(TCMSP)和瑞士靶点预测数据库确定延胡索的活性成分和靶点。包括Cytoscape在内的网络药理学工具有助于构建蛋白质-蛋白质相互作用(PPI)、化合物-靶点-疾病和化合物-靶点-通路网络。拓扑分析确定了核心靶点和通路,而注释、可视化和综合发现数据库(DAVID)生物信息学平台用于功能富集分析。最后,进行分子对接分析以评估配体-受体结合亲和力。

结果

在延胡索中鉴定出9种生物活性化合物和53个与NP相关的靶点。PPI分析表明,肌动蛋白(ACTB)、蛋白磷酸酶1催化亚基α(PPP1CA)、细胞外信号调节激酶1(ERK1)和第10号染色体缺失的磷酸酶及张力蛋白同源物(PTEN)可能是具有最大中心性的枢纽节点。京都基因与基因组百科全书(KEGG)通路富集表明粘着斑通路在延胡索的抗NP活性中起关键作用。分子对接表明关键化合物与枢纽靶点之间可能存在强结合相互作用(例如结合能<-6.5千卡/摩尔)。

结论

本研究系统地描绘了延胡索在NP中的多靶点、多通路治疗格局,为作用机制研究和药物发现提供了战略基础。所鉴定的生物活性候选物是NP治疗的有前景的候选药物。

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