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元智三改善记忆障碍的机制:综合脂质组学和网络药理学研究

Integrated Lipidomics and Network Pharmacology Reveal Mechanism of Memory Impairment Improvement by Yuanzhi San.

机构信息

Department of Pharmacy, Shanxi University of Traditional Chinese Medicine, Jinzhong, 030619, China.

出版信息

Chem Biodivers. 2023 Mar;20(3):e202200920. doi: 10.1002/cbdv.202200920. Epub 2023 Feb 8.

Abstract

Memory impairment (MI) is caused by a variety of causes, endangering human health. Yuanzhi San (YZS) is a common prescription used for the treatment of MI, but its mechanism of action needs further exploration. The purpose of this study was to investigate this mechanism through lipidomics and network pharmacology. Sprague Dawley (SD) rats were divided randomly into the normal, model, and YZS groups. The rats were gavaged with aluminum chloride (200 mg/kg) and intraperitoneally injected with D-galactose (400 mg/kg) every day for 60 days, except for the normal group. From the 30 day, YZS (13.34 g/kg) was gavaged once a day to the rats in the YZS group. Post-YZS treatment, ultra-high-performance liquid chromatography-mass spectrometry (UHPLC/MS) analysis was implemented to conduct a lipidomics study in the hippocampus of rats with memory impairment induced by aluminum chloride and D-galactose. Eight differential metabolites were identified between the normal group and the model group, whereas between the model group and the YZS group, 20 differential metabolites were established. Metabolic pathway analysis was performed on the aforementioned lipid metabolites, all of which were involved in sphingolipid and glycerophospholipid metabolism. Furthermore, serum pharmacochemistry analysis of YZS was carried out at the early stage of our research, which discovered 62 YZS prototype components. The results of the network pharmacology analysis showed that they were related to 1030 genes, and 451 disease genes were related to MI. There were 73 intersections between the YZS and MI targets. Kyoto Encyclopedia of Genes and Genomes (KEGG) analysis showed that these targets were closely related to the sphingolipid metabolic, calcium signaling, and other pathways. The integrated approach of lipidomics and network pharmacology was then focused on four major targets, including PHK2, GBA, SPTLC1, and AChE, as well as their essential metabolites (glucosylceramide, N-acylsphingosine, phosphatidylserine, phosphatidylcholine, and phosphatidylcholine) and pathways (sphingolipid, glycerophospholipid, and arachidonic acid metabolism). The significant affinity of the primary target for YZS was confirmed by molecular docking. The obtained results revealed that the combination of lipidomics and network pharmacology could be used to determine the effect of YZS on the MI biological network and metabolic state, and evaluate the drug efficacy of YZS and its related mechanisms of action.

摘要

记忆障碍(MI)由多种原因引起,危害人类健康。远志散(YZS)是一种常用于治疗 MI 的常用处方,但作用机制仍需进一步研究。本研究旨在通过脂质组学和网络药理学来研究这种机制。将 Sprague Dawley(SD)大鼠随机分为正常组、模型组和 YZS 组。除正常组外,其余各组大鼠每天灌胃给予氯化铝(200mg/kg)和腹腔注射 D-半乳糖(400mg/kg),连续 60 天。从第 30 天开始,YZS(13.34g/kg)每天给 YZS 组大鼠灌胃一次。YZS 治疗后,采用超高效液相色谱-质谱(UHPLC/MS)分析技术对铝和 D-半乳糖诱导的记忆障碍大鼠海马进行脂质组学研究。在正常组和模型组之间鉴定出 8 个差异代谢物,而在模型组和 YZS 组之间则确定了 20 个差异代谢物。对上述脂质代谢物进行代谢途径分析,均涉及鞘脂和甘油磷脂代谢。此外,我们在研究初期还进行了 YZS 的血清药化学分析,发现了 62 个 YZS 原型成分。网络药理学分析结果表明,它们与 1030 个基因相关,其中 451 个疾病基因与 MI 相关。YZS 和 MI 靶点之间有 73 个交点。京都基因与基因组百科全书(KEGG)分析表明,这些靶点与鞘脂代谢、钙信号等途径密切相关。然后,我们将脂质组学和网络药理学的综合方法集中在四个主要靶点上,包括 PHK2、GBA、SPTLC1 和 AChE,以及它们的必需代谢物(葡萄糖脑苷脂、N-酰基鞘氨醇、磷脂酰丝氨酸、磷脂酰胆碱和磷脂酰胆碱)和途径(鞘脂、甘油磷脂和花生四烯酸代谢)。分子对接证实了主要靶点与 YZS 的显著亲和力。研究结果表明,脂质组学和网络药理学的结合可以用于确定 YZS 对 MI 生物网络和代谢状态的影响,并评估 YZS 的药效及其相关作用机制。

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