作为心肌梗死的候选治疗药物,来自粘木瓜的醋酸Lupeol。

In silico pharmacology Pub Date : 2025-07-03 eCollection Date: 2025-01-01 DOI:10.1007/s40203-025-00383-9
James Diokadan, Ishimwe Aimée Divine, Shamasamu Emma, Rutendo Samantha Makiwa, Uwizera Celine, Lucky Nicholus, Ssekikubo Ronald, Sreya Kosanam, Rajeshwari Pasupula
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引用次数: 0

摘要

背景:槲皮醇醋酸酯是一种天然存在的五环三萜,具有抗炎、抗氧化和心脏保护特性,基于其良好的药代动力学和安全性,从粘胶桉叶的甲醇提取物中鉴定出有希望治疗心肌梗死(MI)的候选药物。方法:采用气相色谱-质谱联用技术对粘胶菊甲醇提取物进行分析,鉴定其生物活性成分。使用SwissADME、MolSoft和ProTox-II工具评估药代动力学、药物相似性和毒性。通过构建蛋白-蛋白相互作用(PPI)网络,将MI数据集中的差异表达基因(deg)与小分子靶点整合,然后进行加权基因共表达网络分析(WGCNA),确定关键枢纽基因。分子动力学模拟验证了乙酸芦皮醇与靶蛋白相互作用的稳定性。结果:在所鉴定的32种化合物中,乙酸芦皮醇表现出良好的药动学、低毒性和高药物相似性。WGCNA发现,JAK2是炎症途径和免疫信号的关键调节因子,是与mi相关机制(包括细胞凋亡和炎症)相关的关键枢纽基因。分子对接表明,lupeol乙酸酯与JAK2之间具有很强的结合,分子动力学模拟证实了这一点,显示出稳定的蛋白质-配体复合物。结论:本研究确定醋酸芦皮醇是一种有前景的心脏保护候选药物。通过将WGCNA与计算分析相结合,它为粘胶蛋白的分子机制提供了新的见解。这些发现支持进一步在体内验证和开发醋酸lupeol用于治疗心肌梗死。补充信息:在线版本包含补充资料,网址为10.1007/s40203-025-00383-9。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Lupeol acetate from Cleome viscosa as a therapeutic candidate for myocardial infarction.

Background: Lupeol acetate, a naturally occurring pentacyclic triterpenoid with anti-inflammatory, antioxidant, and cardioprotective properties, was identified from the methanolic extract of Cleome viscosa leaves as a promising therapeutic candidate for myocardial infarction (MI), based on its favorable pharmacokinetic and safety profile.

Methods: The methanolic extract of Cleome viscosa was analyzed using gas chromatography-mass spectrometry (GC-MS) to identify bioactive compounds. Pharmacokinetics, drug-likeness, and toxicity were assessed using SwissADME, MolSoft, and ProTox-II tools. Differentially expressed genes (DEGs) from MI datasets were integrated with small-molecule targets through Protein-protein interaction (PPI) networks were construction followed by weighted gene co-expression network analysis (WGCNA) to identify key hub genes. Molecular dynamics simulations validated the stability of the interactions between lupeol acetate and target proteins.

Results: Among 32 identified compounds, lupeol acetate exhibited favorable pharmacokinetics, low toxicity, and high drug-likeness. WGCNA revealed JAK2, a key regulator of inflammatory pathways and immune signaling, as a critical hub gene associated with MI-related mechanisms, including apoptosis and inflammation. Molecular docking demonstrated strong binding between lupeol acetate and JAK2, which was confirmed by molecular dynamics simulations showing a stable protein-ligand complex.

Conclusion: This study identifies lupeol acetate as a promising cardioprotective candidate. By integrating WGCNA with computational analyses, it provides novel insights into the molecular mechanisms of Cleome viscosa. These findings support further in vivo validation and development of lupeol acetate for therapeutic use in myocardial infarction.

Supplementary information: The online version contains supplementary material available at 10.1007/s40203-025-00383-9.

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