通过荟萃分析、网络药理学、分子对接和孟德尔随机化综合评价雷公藤甲素治疗糖尿病肾病的机制。

IF 2.6 4区 医学 Q2 PHARMACOLOGY & PHARMACY
Jing Ni, Siyuan Song, Yi Wei, Qiling Zhang, Wei Li, Jiangyi Yu
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引用次数: 0

摘要

导读:糖尿病肾病(DKD)是一种毁灭性的糖尿病并发症,目前尚无有效的治疗方法。雷公藤甲素(TP)是雷公藤中的一种活性化合物,在早期研究中显示出潜力,但其治疗DKD的机制尚不完全清楚。本研究旨在通过荟萃分析、网络药理学、分子对接和孟德尔随机化(MR)等方法对TP的疗效和机制进行系统评价。方法:综合检索中英文数据库,确定评估TP对DKD影响的动物随机对照试验(rct)。共纳入27项研究,并通过Review Manager进行荟萃分析。通过网络药理学和分子对接,确定TP的药物和疾病靶点,并利用生物信息学方法探索其作用机制。进行MR分析以评估TP和dkd相关靶点之间的潜在因果关系。结果:荟萃分析显示,TP可显著降低尿蛋白、血脂和血糖水平,改善肾功能、肾重和肾指数(均p < 0.05)。通过网络药理学鉴定了7个核心靶点——ifng、CXCL8、TNF、TGFB1、IL2、IL4和rela,涉及脂质动脉粥样硬化、AGE-RAGE和IL-17信号通路等关键途径。分子对接表明,TP与这些靶标具有较强的结合亲和力,结合能低于-7.00 kJ/mol。虽然MR分析没有建立这些核心基因与DKD之间的直接因果关系,但观察到TNF、IL4和GFR之间存在显著的负相关,表明它们参与了DKD的进展。讨论:TP可能通过协调调节免疫和炎症途径对DKD发挥治疗作用。多组学方法的整合支持其多靶点药理机制。虽然MR分析没有证实直接的因果关系,但已确定的基因关联进一步加强了TP的潜在生物学相关性。然而,这项研究主要基于公共数据集,缺乏体内和体外的实验验证。结论:TP对DKD的治疗机制是多靶点、多通路的,主要涉及免疫调节、抗炎症、抗氧化、抗纤维化等作用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Comprehensive Evaluation of Triptolide's Therapeutic Mechanisms in Diabetic Kidney Disease via Meta-Analysis, Network Pharmacology, Molecular Docking, and Mendelian Randomization.

Introduction: Diabetic kidney disease (DKD) is a devastating complication of diabetes for which there are few potent treatments.Triptolide (TP), an active compound from Tripterygium wilfordii, has shown potential in early studies, but its therapeutic mechanisms in DKD are not fully understood. This study aims to systematically evaluate TP's efficacy and mechanisms using meta-analysis, network pharmacology, molecular docking, and Mendelian randomization (MR).

Methods: A comprehensive search across Chinese and English databases identified animal randomized controlled trials (RCTs) assessing the effects of TP on DKD. A total of 27 studies were incorporated, and a metaanalysis was conducted via Review Manager. TP's drug and disease targets were identified through network pharmacology and molecular docking, while bioinformatics methods were employed to explore the mechanisms. MR analysis was performed to assess potential causal relationships between TP and DKD-related targets.

Results: Meta-analysis showed that TP significantly reduced urinary protein, blood lipids, and glucose levels, while improving renal function, renal weight, and renal index (all p < 0.05). Seven core targets-IFNG, CXCL8, TNF, TGFB1, IL2, IL4, and RELA-were identified via network pharmacology, involving key pathways such as lipid-atherosclerosis, AGE-RAGE, and IL-17 signaling. Molecular docking demonstrated strong binding affinities between TP and these targets, with binding energies below -7.00 kJ/mol. Although MR analysis did not establish direct causal relationships between these core genes and DKD, a significant negative correlation between TNF, IL4, and GFR was observed, suggesting their involvement in DKD progression.

Discussion: TP may exert therapeutic effects on DKD through coordinated regulation of immune and inflammatory pathways. The integration of multi-omics approaches supports its multi-target pharmacological mechanisms. Although MR analysis did not confirm direct causal relationships, the identified gene associations further reinforce the potential biological relevance of TP. However, this study was primarily based on public datasets and lacks experimental validation in vivo and in vitro.

Conclusion: TP exerts therapeutic effects on DKD through multi-target and multi-pathway mechanisms, primarily involving immunomodulation, anti-inflammation, anti-oxidation, and anti-fibrosis processes.

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来源期刊
CiteScore
6.30
自引率
0.00%
发文量
302
审稿时长
2 months
期刊介绍: Current Pharmaceutical Design publishes timely in-depth reviews and research articles from leading pharmaceutical researchers in the field, covering all aspects of current research in rational drug design. Each issue is devoted to a single major therapeutic area guest edited by an acknowledged authority in the field. Each thematic issue of Current Pharmaceutical Design covers all subject areas of major importance to modern drug design including: medicinal chemistry, pharmacology, drug targets and disease mechanism.
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