Beijing University of Chinese Medicine, Beijing 100029, China.
Shenzhen Hospital of Beijing University of Chinese Medicine (Longgang), Shenzhen 518172, China.
Chin J Nat Med. 2021 Dec;19(12):881-899. doi: 10.1016/S1875-5364(21)60079-1.
The current study was designed to explore the brain protection mechanism of Xinglou Chengqi Decoction (XCD) based on gut microbiota analysis and network pharmacology. A transient middle cerebral artery occlusion (MCAO) model of mice was established, followed by behavioral evaluation, TTC and TUNEL staining. Additionally, to investigate the effects of gut microbiota on neurological function after stroke, C57BL/6 mice were treated with anti-biotic cocktails 14 days prior to ischemic stroke (IS) to deplete the gut microbiota. High-throughput 16S rDNA gene sequencing, metabonomics technique, and flow multifactor technology were used to analyze bacterial communities, SCFAs and inflammatory cytokines respectively. Finally, as a supplement, network pharmacology and molecular docking were applied to fully explore the multicomponent-multitarget-multichannel mechanism of XCD in treating IS, implicated in ADME screening, target identification, network analysis, functional annotation, and pathway enrichment analysis. We found that XCD effectively improved neurological function, relieved cerebral infarction and decreased the neuronal apoptosis. Moreover, XCD promoted the release of anti-inflammatory factor like IL-10, while down-regulating pro-inflammatory factors such as TNF-α, IL-17A, and IL-22. Furthermore, XCD significantly increased the levels of short chain fatty acids (SCFAs), especially butyric acid. The mechanism might be related to the regulation of SCFAs-producing bacteria like Verrucomicrobia and Akkermansia, and bacteria that regulate inflammation like Paraprevotella, Roseburia, Streptophyta and Enterococcu. Finally, in the network pharmacological analysis, 51 active compounds in XCD and 44 intersection targets of IS and XCD were selected. As a validation, components in XCD docked well with key targets. It was obviously that biological processes were mainly involved in the regulation of apoptotic process, inflammatory response, response to fatty acid, and regulation of establishment of endothelial barrier in GO enrichment. XCD can improve neurological function in experimental stroke mice, partly due to the regulation of gut microbiota. Besises, XCD has the characteristic of "multi-component, multi-target and multi-channel" in the treatment of IS revealed by network pharmacology and molecular docking.
本研究旨在基于肠道微生物组分析和网络药理学探讨星蒌承气汤的脑保护机制。建立小鼠短暂性大脑中动脉闭塞(MCAO)模型,进行行为评估、TTC 和 TUNEL 染色。此外,为了研究肠道微生物群对中风后神经功能的影响,C57BL/6 小鼠在缺血性中风(IS)前 14 天用抗生素鸡尾酒处理以耗尽肠道微生物群。使用高通量 16S rDNA 基因测序、代谢组学技术和流式多因子技术分别分析细菌群落、SCFAs 和炎症细胞因子。最后,作为补充,应用网络药理学和分子对接技术,充分探讨星蒌承气汤治疗 IS 的多成分-多靶点-多途径机制,涉及 ADME 筛选、靶点鉴定、网络分析、功能注释和通路富集分析。我们发现,星蒌承气汤能有效改善神经功能,减轻脑梗死和减少神经元凋亡。此外,星蒌承气汤促进抗炎因子如 IL-10 的释放,同时下调促炎因子如 TNF-α、IL-17A 和 IL-22。此外,星蒌承气汤还显著增加短链脂肪酸(SCFAs)的水平,特别是丁酸。其机制可能与调节 SCFAs 产生菌如厚壁菌门和阿克曼菌,以及调节炎症的菌如副拟杆菌、罗氏菌、链霉菌和肠球菌有关。最后,在网络药理学分析中,选择了星蒌承气汤中的 51 种活性化合物和 IS 和星蒌承气汤的 44 个交集靶点。作为验证,星蒌承气汤中的成分与关键靶点结合良好。GO 富集分析表明,生物学过程主要涉及凋亡过程的调节、炎症反应、脂肪酸的反应和内皮屏障的建立的调节。星蒌承气汤可以改善实验性中风小鼠的神经功能,部分原因是对肠道微生物群的调节。此外,网络药理学和分子对接揭示了星蒌承气汤治疗 IS 的“多成分、多靶点和多途径”的特点。