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基于GEO数据集、网络药理学、分子对接和分子动力学模拟探究健脾益肺Ⅱ号颗粒治疗慢性阻塞性肺疾病的作用机制

Mechanisms Underlying the Therapeutic Effects of JianPiYiFei II Granules in Treating COPD Based on GEO Datasets, Network Pharmacology, Molecular Docking, and Molecular Dynamics Simulations.

作者信息

Pang Liyuan, Zhao Yongjuan, Xu Yang, Gao Chencheng, Wang Chao, Yu Xiao, Wang Fang, He Kan

机构信息

Department of Pharmacology, College of Basic Medical Sciences, Jilin University, Changchun 130021, China.

Department of Pulmonary and Critical Care Medicine, China-Japan Union Hospital of Jilin University, Changchun 130021, China.

出版信息

Biology (Basel). 2024 Sep 11;13(9):711. doi: 10.3390/biology13090711.

Abstract

BACKGROUND

JianPiYiFei (JPYF) II granules are a Chinese medicine for the treatment of chronic obstructive pulmonary disease (COPD). However, the main components and underlying mechanisms of JPYF II granules are not well understood. This study aimed to elucidate the potential mechanism of JPYF II granules in the treatment of COPD using network pharmacology, molecular docking, and molecular dynamics simulation techniques.

METHODS

The active compounds and corresponding protein targets of the JPYF II granules were found using the TCMSP, ETCM, and Uniport databases, and a compound-target network was constructed using Cytoscape3.9.1. The COPD targets were searched for in GEO datasets and the OMIM and GeneCards databases. The intersection between the effective compound-related targets and disease-related targets was obtained, PPI networks were constructed, and GO and KEGG enrichment analyses were performed. Then, molecular docking analysis verified the results obtained using network pharmacology. Finally, the protein-compound complexes obtained from the molecular docking analysis were simulated using molecular dynamics (MD) simulations.

RESULTS

The network pharmacological results showed that quercetin, kaempferol, and stigmasterol are the main active compounds in JPYF II granules, and AKT1, IL-6, and TNF are key target proteins. The PI3K/AKT signaling pathway is a potential pathway through which the JPYF II granules affect COPD. The results of the molecular docking analysis suggested that quercetin, kaempferol, and stigmasterol have a good binding affinity with AKT1, IL-6, and TNF. The MD simulation results showed that TNF has a good binding affinity with the compounds.

CONCLUSIONS

This study identified the effective compounds, targets, and related underlying molecular mechanisms of JPYF II granules in the treatment of COPD through network pharmacology, molecular docking, and MD simulation techniques, which provides a reference for subsequent research on the treatment of COPD.

摘要

背景

健脾益肺(JPYF)II号颗粒是一种用于治疗慢性阻塞性肺疾病(COPD)的中药。然而,JPYF II号颗粒的主要成分及潜在作用机制尚不清楚。本研究旨在运用网络药理学、分子对接和分子动力学模拟技术阐明JPYF II号颗粒治疗COPD的潜在机制。

方法

利用中药系统药理学数据库与分析平台(TCMSP)、中医方剂数据库(ETCM)和通用蛋白质数据库(Uniport)查找JPYF II号颗粒的活性成分及相应的蛋白质靶点,并用Cytoscape3.9.1构建化合物-靶点网络。在基因表达综合数据库(GEO)数据集、在线孟德尔人类遗传数据库(OMIM)和基因卡片数据库(GeneCards)中搜索COPD靶点。获取有效化合物相关靶点与疾病相关靶点的交集,构建蛋白质-蛋白质相互作用(PPI)网络,并进行基因本体(GO)和京都基因与基因组百科全书(KEGG)富集分析。然后,分子对接分析验证网络药理学所得结果。最后,对分子对接分析得到的蛋白质-化合物复合物进行分子动力学(MD)模拟。

结果

网络药理学结果表明,槲皮素、山奈酚和豆甾醇是JPYF II号颗粒中的主要活性成分,蛋白激酶B1(AKT1)、白细胞介素-6(IL-6)和肿瘤坏死因子(TNF)是关键靶点蛋白。磷脂酰肌醇-3激酶/蛋白激酶B(PI3K/AKT)信号通路是JPYF II号颗粒影响COPD的潜在途径。分子对接分析结果表明,槲皮素、山奈酚和豆甾醇与AKT1、IL-6和TNF具有良好的结合亲和力。MD模拟结果表明,TNF与这些化合物具有良好的结合亲和力。

结论

本研究通过网络药理学、分子对接和MD模拟技术确定了JPYF II号颗粒治疗COPD的有效化合物、靶点及相关潜在分子机制,为后续COPD治疗研究提供了参考。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/e48d/11428342/607075cd9129/biology-13-00711-g001.jpg

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