基于数据挖掘分析淫羊藿抗缺血性脑卒中作用机制研究
Analysis of Mechanism of Epimedium against Ischemic Stroke Based on Data Mining
DOI: 10.12677/tcm.2025.148534, PDF,    科研立项经费支持
作者: 笪小云*:贵州中医药大学基础医学院,贵州 贵阳;固镇县中医院内科,安徽 蚌埠;刘 明#:贵州中医药大学基础医学院,贵州 贵阳;贵州中医药大学中药、民族药药理作用及作用机制研究中心,贵州 贵阳
关键词: 淫羊藿缺血性脑卒中作用机制网络药理学Epimedium Ischemic Stroke Mechanism of Action Network Pharmacology
摘要: 目的:基于数据挖掘探究淫羊藿抗缺血性脑卒中的作用机制。方法:六大数据库分别搜集药物成分及靶点、疾病靶蛋白;并建立蛋白质相互作用网络(即PPI网络):GO功能、KEGG通路富集分析;最后分子对接可视化。结果:淫羊藿与缺血性脑卒中交集基因125个,蛋白互作分析得到核心作用靶点为TP53(66)、IL6 (42)、MAPK1 (34)、CASP3 (36)、TNF (44)、ESR1 (34)、BCL2 (36)、AKT1 (56),GO富集分析涵盖生物功能(对脂多糖的反应等)、细胞组分(囊腔等)、分子功能(DNA结合转录因子结合等)。KEGG分析得出AGE-RAGE等信号通路为其作用主要信号通路。结论:淫羊藿通过多途径、多靶点作用于缺血性脑卒中。
Abstract: Objective: To explore the mechanism of anti-ischemic stroke in Epimedium based on data mining. Methods: Chemical constituents and corresponding targets of Herba Epimedium were collected from TCM database. Target proteins of “Ischemic Stroke” were collected from five major databases: protein-protein interaction network established in STRING database. GO functional enrichment and KEGG pathway enrichment analysis: results obtained by autodock vina molecular docking visualization. Results: 125 genes overlapped with ischemic stroke in Epimedium. The core targets of protein interaction were TP53 (66), IL6 (42), MAPK1 (34), CASP3 (36), TNF (44), ESR1 (34), BCL2 (36), AKTI (56). GO enrichment analysis covered biological functions (response to lipopolysaccharides, etc.), cellular components (sac lumen, etc.), and molecular functions (DNA-binding transcription factor binding, etc.). KEGG analysis showed that AGE-RAGE and other signaling pathways were the main signaling pathways. Conclusion: Epimedium plays a role in the treatment of ischemic stroke through multiple pathways and multiple targets.
文章引用:笪小云, 刘明. 基于数据挖掘分析淫羊藿抗缺血性脑卒中作用机制研究[J]. 中医学, 2025, 14(8): 3653-3662. https://doi.org/10.12677/tcm.2025.148534

参考文献

[1] Zheng, J., Liao, Y., Xu, Y. and Mo, Z. (2022) Icariin Attenuates Ischaemic Stroke through Suppressing Inflammation Mediated by Endoplasmic Reticulum Stress Signalling Pathway in Rats. Clinical and Experimental Pharmacology and Physiology, 49, 719-730. [Google Scholar] [CrossRef] [PubMed]
[2] Zhu, T., Wang, L., Wang, L. and Wan, Q. (2022) Therapeutic Targets of Neuroprotection and Neurorestoration in Ischemic Stroke: Applications for Natural Compounds from Medicinal Herbs. Biomedicine & Pharmacotherapy, 148, Article 112719. [Google Scholar] [CrossRef] [PubMed]
[3] Wu, C., Yang, T., Chen, M., Guan, S., Chen, C. and Liu, S. (2022) Therapeutic Effect of Icaritin on Cerebral Ischemia-Reperfusion-Induced Senescence and Apoptosis in an Acute Ischemic Stroke Mouse Model. Molecules, 27, Article 5783. [Google Scholar] [CrossRef] [PubMed]
[4] 王苑, 付建华, 张业昊, 等. 塞络通治疗脑缺血的网络药理与分子对接技术研究[J]. 中国中医急症, 2024, 33(3): 383-386+392.
[5] 笪小云, 胡茂华, 曾奇, 等. 缺血性脑卒中的研究进展[J]. 中文科技期刊数据库(文摘版)医药卫生, 2024, 1(1): 32-35.
[6] Dai, M., Chen, B., Wang, X., Gao, C. and Yu, H. (2021) Icariin Enhance Mild Hypothermia-Induced Neuroprotection via Inhibiting the Activation of NF-κB in Experimental Ischemic Stroke. Metabolic Brain Disease, 36, 1779-1790. [Google Scholar] [CrossRef] [PubMed]
[7] Di, X., Wan, M., Bai, Y., Lu, F., Zhao, M., Zhang, Z., et al. (2024) Exploring the Mechanism of Icariin in the Treatment of Depression through BDNF-TrkB Pathway Based on Network Pharmacology. Naunyn-Schmiedebergs Archives of Pharmacology, 397, 463-478. [Google Scholar] [CrossRef] [PubMed]
[8] Wu, C., Chen, M., Liu, S., Yang, T., Long, L., Guan, S., et al. (2021) Bioactive Flavonoids Icaritin and Icariin Protect against Cerebral Ischemia-Reperfusion-Associated Apoptosis and Extracellular Matrix Accumulation in an Ischemic Stroke Mouse Model. Biomedicines, 9, Article 1719. [Google Scholar] [CrossRef] [PubMed]
[9] Ning, K. and Gao, R. (2023) Icariin Protects Cerebral Neural Cells from Ischemia-Reperfusion Injury in an in Vitro Model by Lowering ROS Production and Intracellular Calcium Concentration. Experimental and Therapeutic Medicine, 25, Article No. 151. [Google Scholar] [CrossRef] [PubMed]
[10] Yu, S., Wu, K., Liang, Y., Zhang, H., Guo, C. and Yang, B. (2021) Therapeutic Targets and Molecular Mechanism of Calycosin for the Treatment of Cerebral Ischemia/Reperfusion Injury. Aging, 13, 16804-16815. [Google Scholar] [CrossRef] [PubMed]
[11] Du, Y., Chu, C., Zhuo, D. and Ning, J. (2022) The Inhibition of Trim35-Mediated TIGAR Ubiquitination Enhances Mitochondrial Fusion and Alleviates Renal Ischemia-Reperfusion Injury. International Journal of Biological Macromolecules, 209, 725-736. [Google Scholar] [CrossRef] [PubMed]
[12] Gao, Q., Deng, H., Yang, Z., Yang, Q., Zhang, Y., Yuan, X., et al. (2022) Sodium Danshensu Attenuates Cerebral Ischemia-Reperfusion Injury by Targeting AKT1. Frontiers in Pharmacology, 13, Article ID: 946668. [Google Scholar] [CrossRef] [PubMed]
[13] Lin, H.Y., Chen, Y., Chen, Y., Ta, A.P., Lee, H., MacGregor, G.R., et al. (2021) Tubular Mitochondrial AKT1 Is Activated during Ischemia Reperfusion Injury and Has a Critical Role in Predisposition to Chronic Kidney Disease. Kidney International, 99, 870-884. [Google Scholar] [CrossRef] [PubMed]
[14] 易晔, 王莹, 陈建武, 等. 褪黑素对缺血再灌注大鼠肾组织中Caspase-3表达、血浆TNF-α、IL-6及血清BUN、ScrIIGU的影响[J]. 中国老年学杂志, 2024, 44(8): 1989-1992.
[15] Te Winkel, J.P., Drucker, N.A., Morocho, B.S., Shelley, W.C. and Markel, T.A. (2019) Interleukin-6 Therapy Improves Intestinal Recovery Following Ischemia. Journal of Surgical Research, 239, 142-148. [Google Scholar] [CrossRef] [PubMed]
[16] Korshunova, A., Blagonravov, M., Neborak, E., Syatkin, S., Sklifasovskaya, A., Semyatov, S., et al. (2020) BCL2-Regulated Apoptotic Process in Myocardial Ischemia-Reperfusion Injury (Review). International Journal of Molecular Medicine, 47, 23-36. [Google Scholar] [CrossRef] [PubMed]
[17] Ruan, C., Guo, H., Gao, J., Wang, Y., Liu, Z., Yan, J., et al. (2021) Neuroprotective Effects of Metformin on Cerebral Ischemia-Reperfusion Injury by Regulating PI3K/Akt Pathway. Brain and Behavior, 11, e2335. [Google Scholar] [CrossRef] [PubMed]
[18] Pang, Y., Zhu, S. and Pei, H. (2020) Pachymic Acid Protects against Cerebral Ischemia/Reperfusion Injury by the PI3K/Akt Signaling Pathway. Metabolic Brain Disease, 35, 673-680. [Google Scholar] [CrossRef] [PubMed]
[19] Zheng, T., Jiang, T., Ma, H., Zhu, Y. and Wang, M. (2024) Targeting PI3K/Akt in Cerebral Ischemia Reperfusion Injury Alleviation: From Signaling Networks to Targeted Therapy. Molecular Neurobiology, 61, 7930-7949. [Google Scholar] [CrossRef] [PubMed]
[20] Sun, X. and Cui, X. (2020) Isorhapontigenin Alleviates Cerebral Ischemia/Reperfusion Injuries in Rats and Modulated the PI3K/Akt Signaling Pathway. Naunyn-Schmiedebergs Archives of Pharmacology, 393, 1753-1760. [Google Scholar] [CrossRef] [PubMed]