Network pharmacology-based toxicity, molecular docking, and molecular dynamics analysis of phytoconstituents from roots of Nerium indicum L

Veerkumar P. Japti , Mrityunjaya B. Patil , Banappa S. Unger , Shamanand P. Mallapur , Akshay Shamnewadi , Vishal S. Patil , Sathgowda Patil , Anand V. Desai
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引用次数: 0

Abstract

Background

Herbal medicine plays a vital role in healthcare, but safety concerns arise due to potential toxicity risks. Nerium indicum (夹竹桃, jiā zhú táo) is used in Chinese herbal medicine for its therapeutic effects, yet it contains toxic cardiac glycosides. This study investigates its toxicity mechanisms using systems biology tools to support safer applications through comprehensive risk-benefit evaluation and detoxification strategies.

Methods

Computational analyses were performed to predict drug-likeness, toxicity, LD₅₀, and blood-brain barrier (BBB) penetration. Key toxicity-related genes were identified using SwissTargetPrediction and GeneCards. Gene Ontology (GO) and pathway enrichment analyses further explored toxicity mechanisms, while molecular docking and dynamics simulations assessed interactions between core targets, Prostaglandin-endoperoxide synthase 2 (PTGS2) and Mitogen-Activated Protein Kinase 1 (MAPK1), offering deeper insights into toxicity modulation.

Results

Computational analyses identified oleandrin, and odoroside A as highly toxic, with significant cardiotoxic and hepatotoxic risks. Network analysis revealed PTGS2 and MAPK1 as key toxicity regulators, mediating pathways linked to inflammation and cellular stress. Molecular docking showed Oleandrin exhibiting the strongest binding affinities with PTGS2 (-8.5 kcal/mol) and MAPK1 (-9.2 kcal/mol), while molecular dynamics simulations confirmed its stable interactions, suggesting a critical role in toxicity modulation.

Conclusion

This study highlights Oleandrin and related compounds as major toxicity contributors in N. indicum, emphasizing their impact on cardiac, hepatic, and neurological pathways. The findings underscore the need for cautious therapeutic use and potential detoxification strategies for safer applications.

Abstract Image

基于网络药理学的苦楝根成分毒性、分子对接及分子动力学分析
草药在医疗保健中起着至关重要的作用,但由于潜在的毒性风险,安全性问题也引起了关注。凤仙花(zhú táo)因其治疗作用而被用作中草药,但它含有有毒的心脏苷。本研究使用系统生物学工具研究其毒性机制,通过综合风险-效益评估和解毒策略来支持更安全的应用。方法进行计算分析以预测药物相似性,毒性,LD₅0和血脑屏障(BBB)渗透。使用SwissTargetPrediction和GeneCards鉴定关键毒性相关基因。基因本体(GO)和途径富集分析进一步探索了毒性机制,而分子对接和动力学模拟评估了核心靶点前列腺素内过氧化物合成酶2 (PTGS2)和丝裂原活化蛋白激酶1 (MAPK1)之间的相互作用,为毒性调节提供了更深入的了解。结果计算分析确定夹竹桃苷和气味苷A具有高毒性,具有显著的心脏毒性和肝毒性风险。网络分析显示PTGS2和MAPK1是关键的毒性调节因子,介导与炎症和细胞应激相关的途径。分子对接表明,夹竹桃苷与PTGS2 (-8.5 kcal/mol)和MAPK1 (-9.2 kcal/mol)的结合亲和性最强,分子动力学模拟证实了其稳定的相互作用,表明夹竹桃苷在毒性调节中起关键作用。结论夹竹桃素及其相关化合物是夹竹桃的主要毒性来源,并对心脏、肝脏和神经通路产生影响。研究结果强调需要谨慎的治疗使用和潜在的更安全的应用解毒策略。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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CiteScore
1.60
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