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中国临床药理学与治疗学 ›› 2025, Vol. 30 ›› Issue (7): 907-920.doi: 10.12092/j.issn.1009-2501.2025.07.005

• 基础研究 • 上一篇    下一篇

基于网络药理学、分子对接和动物实验探究西河柳对链脲佐菌素诱导的糖尿病大鼠的影响及作用机制

李倩,王贞香,梁艳婷,马玮玮,张振,王霞,安琼   

  1. 河西学院医学院,甘肃省河西走廊特色资源利用重点实验室,张掖  734000,甘肃 
  • 收稿日期:2024-06-13 修回日期:2024-08-17 出版日期:2025-07-26 发布日期:2025-07-02
  • 通讯作者: 安琼,女,硕士,副教授,研究方向:生化药学及药物分析方法。 E-mail: 18993631273@163.com
  • 作者简介:李倩,女,硕士,讲师,研究方向:药物分析及细胞代谢组学。 E-mail: lq18719763856@163.com
  • 基金资助:
    甘肃省教育科技创新项目(2022B-172,2022B-205);甘肃省高等学校创新基金项目(2021A-120);甘肃省大学生国家级创新训练项目(202210740004,202310740002);国家自然科学基金项目(22174072)

Effect and mechanism of Tamarix chinensis Lour. on streptozotocin-induced diabetic rats based on network pharmacology, molecular docking and experimental validation

LI Qian, WANG Zhenxiang, LIANG Yanting, MA Weiwei, ZHANG Zhen, WANG Xia, AN Qiong   

  1. Key Laboratory of Hexi Corridor Resources Utilization of Gansu, Medical College, Hexi University, Zhangye 734000, Gansu, China 
  • Received:2024-06-13 Revised:2024-08-17 Online:2025-07-26 Published:2025-07-02

摘要:

目的:通过网络药理学、分子对接和动物实验探究西河柳对链脲佐菌素(STZ)诱导的2型糖尿病(T2DM)的影响及作用机制。方法:用中药系统药理学技术平台(TCSMP)、Swiss target prediction 对西河柳活性成分进行筛选及靶点预测,通过使用GeneCards、OMIM、DisGeNET数据库获得T2DM的疾病靶点,用Venny在线软件获得西河柳活性成分和T2DM疾病的交集靶点,在STRING数据库构建蛋白相互作用(PPI)网络,用Cytoscape 3.8.0可视化。Metascape进行基因本体(GO)功能分析、京都基因与基因组百科全书(KEGG)通路富集分析。使用AutoDock软件进行重要靶点蛋白和化合物的对接。SPF级雄性大鼠随机分为空白组、模型组、二甲双胍组(88.5 mg/kg)、西河柳醇提物高(800 mg/kg)、中(400 mg/kg)、低(200 mg/kg)剂量组(n=10),高脂高糖饲料喂养联合小剂量STZ(45 mg/kg)诱导T2DM大鼠模型。灌胃给药5周,同时观察大鼠一般情况。检测大鼠的空腹血糖(FBG)、胰岛素(FINS)水平及胰岛素抵抗指数(HOMA-IR)、生化指标[超氧化物歧化酶(SOD)、丙二醛(MDA)、糖化血红蛋白(HbA1c)]和炎性因子[白细胞介素1β(IL-1β)、肿瘤坏死因子α(TNF-α)、血管内皮细胞黏附分子1(VCAM-1)]水平;苏木精-尹红(HE)染色观察肾脏组织形态学改变。结果:网络药理学结果表明,基于口服生物利用度(OB)≥30%、类药性(DL)≥0.18的筛选条件,共从西河柳中筛选出19个具有潜在治疗T2DM的主要活性成分:麦角甾-5,24(28)-二烯-3,7,16-三醇、槲皮素-3,3'-二甲醚、山萘酚、槲皮素等。通过对西河柳治疗T2DM的潜在靶点进行分析,共筛选出SRC、EGFR、HSP90AA1、AKT1、ESR1、H1F1A、TNF、PIK3R1等185个潜在的靶点基因,涉及癌症信号通路、胰岛素抵抗、MAPK 信号通路、PI3K-Akt等信号通路。分子对接结果显示,结合能均小于-5.0 kcal/mol,说明筛选的西河柳活性成分与获得的治疗T2DM潜在靶标具有较强的结合能力。动物实验结果显示,与模型组比较,二甲双胍组和西河柳醇提物组大鼠体质量下降有所减缓,FBG、FINS、MDA、HbA1c 、IL-1β、TNF-α、VCAM-1的水平及HOMA-IR指数降低,SOD水平提高,差异均有统计学意义(P<0.05,P<0.01),肾组织细胞形态有了明显改善,且所有指标都呈剂量依赖性。结论:西河柳通过多成分、多靶点、多通路协同作用降糖,具有显著治疗T2DM的效果。

关键词: 西河柳, 糖尿病大鼠, 网络药理学, 链脲佐菌素

Abstract:

AIM: To investigate the mechanism of action of Tamarix chinensis Lour. on streptozotocin-induced type 2 diabetes mellitus (T2DM) through network pharmacology, molecular docking and experimental validation. METHODS: Using the TCSMP database and Swiss Target Prediction tools screen the active components and predict potential targets in Tamarix chinensis Lour.. Retrieving potential disease targets associated with T2DM from databases such as GeneCards, OMIM, and DisGeNET. The intersection targets of Tamarix chinensis Lour. and T2DM disease was obtained through Venny platform. The STRING database was used to constructed PPI network, and Cytoscape 3.8.0 software was use to visualized. GO function enrichment and KEGG pathway enrichment analysis were performed through the Metascape database. Docking of important target proteins and compounds was carried out by AutoDock software. SPF grade male rats were randomly divided into normal group, model group, MET group (88.5 mg/kg), TE high-dose (800 mg/kg) group, TE medium-dose (400 mg/kg) group and TE low-dose (200 mg/kg) group (n=10). High-fat and high sugar feed combined with low dose STZ (45 mg/kg) was used to induce T2DM rat model, and the rats were administered orally for 5 weeks. Fasting blood glucose( FBG),insulin(FINS)level and HOMA-IR index, biochemical indicators [superoxide dismutase (SOD), malondialdehyde (MDA), glycosylated hemoglobin A1c (HbA1c) and inflammatory factor [interleukin-1β (IL-1β), tumor necrosis factor α (TNF-α), vascular cell adhesion molecular (VCAM-1) levels of the rats were also observed; morphological changes of renal tissue was observe by HE staining. RESULTS: Based on the screening conditions of oral bioavailability (OB) ≥ 30% and drug like properties (DL) ≥ 0.18, a total of 19 main active ingredients with potential therapeutic effects on T2DM were screened from Tamarix chinensis Lour., including ergosta-5,24(28)-dien-3,7,16-triol, quercetin-3,3'-dimethyl ether, kaempferol, quercetin, and others. By analyzing the potential targets of Tamarix chinensis Lour. for treating T2DM, a total of 185 potential target genes were screened, including SRC, EGFR, HSP90AA1, AKT1, ESR1, H1F1A, TNF, PIK3R1, etc, involving cancer signaling pathways, insulin resistance, MAPK signaling pathways, PI3K Akt signaling pathways, etc. Molecular docking results showed that the binding energies were all less than -5.0 kcal/mol, indicating that a strong binding ability between the active ingredients screened by Tamarix chinensis Lour. and the potential targets for the treatment of T2DM. The animal experiment results showed that compared with the model group, the weight loss of rats in the MET and TE groups was slowed down, and the levels of FBG, FINS, MDA, HbA1c, IL-1β, TNF-α, VCAM-1, HOMA-IR index were reduced,the SOD level was increased,and the differences were statistically significant (P<0.05,P<0.01),Renal tissue cellular morphology also showed notable improvement. Most importantly, all these results demonstrating dose-dependent effects. CONCLUSION: Tamarix chinensis Lour. displays a significant therapeutic effect on T2DM through multi-component, multi-target, and multi-pathway synergistic actions to improve blood glucose levels. The findings of this study provide a theoretical basis for the clinical application of Tamarix chinensis Lour. in the treatment of T2DM.

Key words: Tamarix chinensis Lour., diabetes rats, network pharmacology, streptozotocin

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