Network pharmacology and bioinformatics based investigation of Phyllanthus fraternus : herb-drug interaction study

药品 药物发现 化学 代谢物 药物代谢 CYP3A4型 药理学 五味子 广告 计算生物学 生物化学 细胞色素P450 生物 立体化学 新陈代谢 中医药 医学 病理 替代医学
作者
Joyeeta Das,Ravi Adinarayan Somabattini,Nikita Chhabra,Partha Pratim Roy,Rakibul Islam,Devendra Kumar Dhaked,Satheesh Kumar Nanjappan
出处
期刊:Journal of Biomolecular Structure & Dynamics [Taylor & Francis]
卷期号:43 (3): 1101-1115 被引量:8
标识
DOI:10.1080/07391102.2023.2291167
摘要

Phyllanthus fraternus (PF), a plant from the Euphorbiaceae family, is used extensively in ayurvedic formulations for its significant medicinal properties. When PF is administered alongside conventional drugs, there could be potential herb-drug interactions between the active compounds and the genes involved in drug transport and metabolism. Hence, this study was designed to investigate potential herb-drug interactions, focusing on elucidating their functional and pharmacological mechanisms, using an integrated approach of metabolite profiling and network pharmacology. We utilized LC-MS to generate metabolite profiling of PF and network pharmacology for predicting key targets and pathways. This comprehensive analysis involved the construction of networks illustrating the relationships among compounds, targets, and pathways and the exploration of protein-protein interactions and protein-ligand interactions. In this study, a total of 79 compounds were identified in LC-MS, such as alkaloids, steroids, saponins, flavonoids, lignans, phenolic acids, tannins, terpenoids, and fatty acids. The identified compound’s physicochemical properties were predicted using SwissADME. Network analysis predicted 1076 PF-related genes and 1497 genes associated with drug transport and metabolism, identifying 417 overlapping genes, including 51 related to drug transport and metabolism. Based on the degree of interaction the hub targets like ABCB1, CYP1A1, CYP1A2, CYP2C9, and CYP3A4 were identified. In the compound-target-pathway network, 2,4-bis(1,1-dimethyl ethyl)-phenol; 5-Methoxy-N-[(5-Methylpyridin-2-yl) sulfonyl]-1h-Indole-2-Carboxamide; and E,E,Z-1,3,12-Nonadecatriene-5,14-diol possessed more interactions with the targets. This study helps identify bioactive compounds, essential targets, and pathways potentially implicated in these interactions, laying the foundation for future studies (in vitro and in vivo) to verify their potential to explore their clinical implications.
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