{"title":"通过网络药理学、单细胞RNA测序、分子对接等手段揭示炎护索治疗神经性疼痛的作用机制。","authors":"Rui Liu, Min Yu, Kaihan Zhuang, Tingting Liu, Shanlian Suo, Haitao Dong","doi":"10.1186/s41065-025-00551-z","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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).</p><p><strong>Conclusions: </strong>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.</p>","PeriodicalId":12862,"journal":{"name":"Hereditas","volume":"162 1","pages":"182"},"PeriodicalIF":2.5000,"publicationDate":"2025-09-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12462212/pdf/","citationCount":"0","resultStr":"{\"title\":\"Unveiling the mechanisms of yanhusuo's therapeutic effects in neuropathic pain through network pharmacology, single-cell RNA sequencing, and molecular docking.\",\"authors\":\"Rui Liu, Min Yu, Kaihan Zhuang, Tingting Liu, Shanlian Suo, Haitao Dong\",\"doi\":\"10.1186/s41065-025-00551-z\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>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.</p><p><strong>Methods: </strong>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.</p><p><strong>Results: </strong>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).</p><p><strong>Conclusions: </strong>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.</p>\",\"PeriodicalId\":12862,\"journal\":{\"name\":\"Hereditas\",\"volume\":\"162 1\",\"pages\":\"182\"},\"PeriodicalIF\":2.5000,\"publicationDate\":\"2025-09-24\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12462212/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Hereditas\",\"FirstCategoryId\":\"99\",\"ListUrlMain\":\"https://doi.org/10.1186/s41065-025-00551-z\",\"RegionNum\":3,\"RegionCategory\":\"生物学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Hereditas","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1186/s41065-025-00551-z","RegionNum":3,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Unveiling the mechanisms of yanhusuo's therapeutic effects in neuropathic pain through network pharmacology, single-cell RNA sequencing, and molecular docking.
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.
HereditasBiochemistry, Genetics and Molecular Biology-Genetics
CiteScore
3.80
自引率
3.70%
发文量
0
期刊介绍:
For almost a century, Hereditas has published original cutting-edge research and reviews. As the Official journal of the Mendelian Society of Lund, the journal welcomes research from across all areas of genetics and genomics. Topics of interest include human and medical genetics, animal and plant genetics, microbial genetics, agriculture and bioinformatics.