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通过生物信息学、计算机模拟和实验验证研究丹红注射液对心脏缺血/再灌注损伤所致脑损伤的作用机制

Investigating the Mechanistic of Danhong Injection in Brain Damage Caused by Cardiac I/R Injury via Bioinformatics, Computer Simulation, and Experimental Validation.

作者信息

Wang Jinfu, Guo Yan, Zhou Huifen, Hua Yanjie, Wan Haitong, Yang Jiehong

机构信息

School of Basic Medical Sciences, Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310053, China.

Hangzhou TCM Hospital Affiliated to Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310053, China.

出版信息

ACS Omega. 2024 Apr 11;9(16):18341-18357. doi: 10.1021/acsomega.4c00200. eCollection 2024 Apr 23.

Abstract

OBJECTIVE

Cardiac ischemia-reperfusion (I/R) injury has negative effects on the brain and can even lead to the occurrence of ischemic stroke. Clinical evidence shows that Danhong injection (DHI) protects the heart and brain following ischemic events. This study investigated the mechanisms and key active compounds underlying the therapeutic effect of DHI against brain damage induced by cardiac I/R injury.

METHODS

The gene expression omnibus database provided GSE66360 and GSE22255 data sets. The R programming language was used to identify the common differentially expressed genes (cDEGs). Gene ontology and Kyoto Encyclopedia of Genes and Genomes enrichment analysis were performed, and protein-protein interaction network was constructed. Active compounds of DHI were collected from the Traditional Chinese Medicine Systems Pharmacology database. Molecular docking and molecular dynamics simulations were performed. The MMPBSA method was used to calculate the binding-free energy. The pkCSM server and DruLiTo software were used for Absorption, Distribution, metabolism, excretion, and toxicity (ADMET) analysis and drug-likeness analysis. Finally, in vitro experiments were conducted to validate the results.

RESULTS

A total of 27 cDEGs had been identified. The PPI and enrichment results indicated that TNF-α was considered to be the core target. A total of 80 active compounds were retrieved. The molecular docking results indicated that tanshinone I (TSI), tanshinone IIA (TSIIA), and hydroxyl safflower yellow A (HSYA) were selected as core active compounds. Molecular dynamics verification revealed that the conformations were relatively stable without significant fluctuations. MMPBSA analysis revealed that the binding energies of TSI, TSIIA, and HSYA with TNF-α were -36.01, -21.71, and -14.80 kcal/mol, respectively. LEU57 residue of TNF-α has the highest contribution. TSI and TSIIA passed both the ADMET analysis and drug-likeness screening, whereas HSYA did not. Experimental verification confirmed that DHI and TSIIA reduced the expression of TNF-α, NLRP3, and IL-1β in the injured H9C2 and rat brain microvascular endothelial cells.

CONCLUSION

TNF-α can be considered to be a key target for BD-CI/R. TSIIA in DHI exerts a significant inhibitory effect on the inflammatory damage of BD-CI/R, providing new insights for future drug development.

摘要

目的

心脏缺血再灌注(I/R)损伤对大脑有负面影响,甚至可导致缺血性中风的发生。临床证据表明,丹红注射液(DHI)可在缺血事件后保护心脏和大脑。本研究探讨了DHI对心脏I/R损伤所致脑损伤治疗作用的机制及关键活性成分。

方法

基因表达综合数据库提供了GSE66360和GSE22255数据集。使用R编程语言识别共同差异表达基因(cDEGs)。进行基因本体论和京都基因与基因组百科全书富集分析,并构建蛋白质-蛋白质相互作用网络。从中药系统药理学数据库收集DHI的活性成分。进行分子对接和分子动力学模拟。使用MMPBSA方法计算结合自由能。使用pkCSM服务器和DruLiTo软件进行吸收、分布、代谢、排泄和毒性(ADMET)分析及药物相似性分析。最后,进行体外实验验证结果。

结果

共鉴定出27个cDEGs。蛋白质-蛋白质相互作用和富集结果表明,肿瘤坏死因子-α(TNF-α)被认为是核心靶点。共检索到80种活性成分。分子对接结果表明,丹参酮I(TSI)、丹参酮IIA(TSIIA)和羟基红花黄色素A(HSYA)被选为核心活性成分。分子动力学验证显示构象相对稳定,无明显波动。MMPBSA分析显示,TSI、TSIIA和HSYA与TNF-α的结合能分别为-36.01、-21.71和-14.80 kcal/mol。TNF-α的亮氨酸57残基贡献最大。TSI和TSIIA通过了ADMET分析和药物相似性筛选,而HSYA未通过。实验验证证实,DHI和TSIIA降低了受损H9C2和大鼠脑微血管内皮细胞中TNF-α、NLRP3和白细胞介素-1β的表达。

结论

TNF-α可被视为脑损伤-心脏缺血再灌注(BD-CI/R)的关键靶点。DHI中的TSIIA对BD-CI/R的炎症损伤具有显著抑制作用,为未来药物开发提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/8ce4/11044240/08b503a8647b/ao4c00200_0001.jpg

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