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一项多组学和网络药理学研究揭示了复方丹参片对谷氨酸诱导的氧化细胞死亡的神经保护作用。

A multiomics and network pharmacological study reveals the neuroprotective efficacy of Fu-Fang-Dan-Zhi tablets against glutamate-induced oxidative cell death.

机构信息

Institute of Interdisciplinary Integrative Medicine Research, Shanghai University of Traditional Chinese Medicine, Shanghai, China.

Department of Hematology, Shanghai Tenth People's Hospital, Tongji University School of Medicine, Shanghai, China.

出版信息

Comput Biol Med. 2022 Sep;148:105873. doi: 10.1016/j.compbiomed.2022.105873. Epub 2022 Jul 16.

DOI:10.1016/j.compbiomed.2022.105873
PMID:35868043
Abstract

Neuroprotective therapy after ischemic stroke remains a significant need, but current measures are still insufficient. The Fu-Fang-Dan-Zhi tablet (FFDZT) is a proprietary Chinese medicine clinically employed to treat ischemic stroke in the recovery period. This work aims to systematically investigate the neuroprotective mechanism of FFDZT. A systems strategy that integrated metabolomics, transcriptomics, network pharmacology, and in vivo and in vitro experiments was used. First, middle cerebral artery occlusion (MCAO) model rats were treated with FFDZT. FFDZT treatment significantly reduced the infarct volume in the brains of middle cerebral artery occlusion (MCAO) model rats. Then, samples of serum and brain tissue were taken for metabolomics and transcriptomics studies, respectively; gene expression profiles of MCF7 cells treated with FFDZT and its 4 active compounds (senkyunolide I, formononetin, drilodefensin, and tanshinone IIA) were produced for CMAP analysis. Computational analysis of metabolomics and transcriptomics results suggested that FFDZT regulated glutamate and oxidative stress-related metabolites (2-hydroxybutanoic acid and 2-hydroxyglutaric acid), glutamate receptors (NMDAR, KA, and AMPA), glutamate involved pathways (glutamatergic synapse pathway; d-glutamine and d-glutamate metabolism; alanine, aspartate and glutamate metabolism), as well as the reactive oxygen species metabolic process. CMAP analysis indicated that two active ingredients of FFDZT (tanshinone ⅡA and senkyunolide I) could act as glutamate receptor antagonists. Next, putative therapeutic targets of FFDZT's active ingredients identified in the brain were collected from multiple resources and filtered by statistical criteria and tissue expression information. Network pharmacological analysis revealed extensive interactions between FFDZT's putative targets, anti-IS drug targets, and glutamate-related enzymes, while the resulting PPI network exhibited modular topology. The targets in two of the modules were significantly enriched in the glutamatergic synapse pathway. The interactions between FFDZT's ingredients and important targets were verified by molecular docking. Finally, in vitro experiments validated the effects of FFDZT and its ingredients in suppressing glutamate-induced PC12 cell injury and reducing the generation of reactive oxygen species. All of our findings indicated that FFDZT's efficacy for treating ischemic stroke could be due to its neuroprotection against glutamate-induced oxidative cell death.

摘要

缺血性中风后的神经保护治疗仍然是一个重大需求,但目前的措施仍然不足。复方丹参片(FFDZT)是一种临床用于治疗缺血性中风恢复期的中药。本工作旨在系统研究 FFDZT 的神经保护机制。采用整合代谢组学、转录组学、网络药理学以及体内和体外实验的系统策略。首先,用 FFDZT 治疗大脑中动脉闭塞(MCAO)模型大鼠。FFDZT 治疗可显著减少大脑中动脉闭塞(MCAO)模型大鼠的梗死体积。然后,分别采集血清和脑组织样本进行代谢组学和转录组学研究;对 FFDZT 及其 4 种活性化合物(升麻素 I、芒柄花素、二氢丹参酮 I 和丹参酮 IIA)处理的 MCF7 细胞进行基因表达谱分析,用于 CMAP 分析。代谢组学和转录组学结果的计算分析表明,FFDZT 调节谷氨酸和氧化应激相关代谢物(2-羟基丁酸和 2-羟基戊二酸)、谷氨酸受体(NMDAR、KA 和 AMPA)、谷氨酸相关途径(谷氨酸能突触途径;d-谷氨酰胺和 d-谷氨酸代谢;丙氨酸、天冬氨酸和谷氨酸代谢)以及活性氧代谢过程。CMAP 分析表明,FFDZT 的两种活性成分(丹参酮 IIA 和升麻素 I)可作为谷氨酸受体拮抗剂。接下来,从多种资源中收集 FFDZT 活性成分在大脑中的潜在治疗靶点,并通过统计标准和组织表达信息进行筛选。网络药理学分析显示,FFDZT 的潜在靶点、抗 IS 药物靶点和谷氨酸相关酶之间存在广泛的相互作用,而由此产生的 PPI 网络呈现模块化拓扑结构。两个模块中的靶点在谷氨酸能突触途径中显著富集。分子对接验证了 FFDZT 成分与重要靶点之间的相互作用。最后,体外实验验证了 FFDZT 及其成分抑制谷氨酸诱导的 PC12 细胞损伤和减少活性氧生成的作用。我们所有的发现表明,FFDZT 治疗缺血性中风的疗效可能是由于其对谷氨酸诱导的氧化细胞死亡的神经保护作用。

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