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整合网络药理学与脑代谢组学分析地黄饮子干预阿尔茨海默病的机制

Integrated network pharmacology and brain metabolomics to analyze the mechanism of Dihuang Yinzi intervention in Alzheimer's disease.

作者信息

Zhang Jian, Li Quan, Yan Bowen, Wang Qi, Zhou Yanyan

机构信息

School of Basic Medicine, Heilongjiang University Of Chinese Medicine, Harbin, 150040, China.

出版信息

Heliyon. 2024 Feb 28;10(5):e26643. doi: 10.1016/j.heliyon.2024.e26643. eCollection 2024 Mar 15.

DOI:10.1016/j.heliyon.2024.e26643
PMID:39669488
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11636838/
Abstract

ETHNOPHARMACOLOGICAL RELEVANCE

Alzheimer's disease (AD) is an incurable neurodegenerative disease that has become one of the most important diseases threatening global public health security. Dihuang Yinzi (DHYZ) is a traditional Chinese medicine that has been widely used for the treatment of AD and has significant therapeutic effects, but its specific mechanism of action is still unclear.The aim of the study is to investigate the specific mechanism of DHYZ in treating AD based on brain metabolomics and network pharmacology.

MATERIALS AND METHODS

In this study, the classic APPswe/PS1E9 (APP/PS1) mice were selected as the AD animal model, and the mechanism of DHYZ was studied. The learning and memory ability of mice was detected by Y-maze test, and the ultrastructure of neural cells in the brain of the mice was observed by transmission electron microscope (TEM). Then, the mechanism of DHYZ intervention in AD was analyzed by constructing network pharmacology, and combined with brain metabolomics based on ultra performance liquid chromatography-mass spectrometry (UPLC-MS) to detect differential metabolic markers and their metabolic pathways. In addition, a joint analysis of differential metabolites and potential targets for DHYZ treatment of AD is conducted to deeply explore the relationship between key targets, differential metabolites, and metabolic pathways.

RESULTS

After 30 days of DHYZ treatment, the spatial work and reference memory ability of APP/PS1 mice were significantly improved, the structure of mitochondria and synapses in the neurons of the brain were basically normal. 202 potential targets for DHYZ treatment of AD were screened through network pharmacology, and after enrichment analysis, these targets showed correlation with redox reactions, mitochondrial and synaptic functional pathways. And 7 differential metabolites were identified in brain metabolomics are Nicotinic acid, N-Formyl-L-glutamic acid, 5-(2-Hydroxyethyl)-4-methylthiazole, D-Gulono-1,4-lactone, Norepinephrine, 3-Methylotrophicacid, Palmitic acid. These differential metabolites mainly involve nicotinite and nicotinamide metabolism, pertussis, cAMP signaling pathway, cysteine and methionine metabolism. Notablely, through matching analysis of targets and metabolites, a total of 20 genes were found to match Nicotinic acid, 51 genes were found to match norepinephrine, and 14 genes intersected with the two metabolites, enrichment analysis of the intersected genes showed that neuroactive light receptor interaction, serotonergic synapse, and cAMP signaling were significantly affected, which is consistent with previous network pharmacology results.

CONCLUSION

This study identified the main chemical ingredients of DHYZ intervention in AD may originated from Wild, Line and (L.f) Ker-Gawl. Combined with Y Maze, TEM and brain metabolomics, revealed that DHYZ can improve the learning and memory abilities and brain pathological morphology of APP/PS1 mice by regulating nicotinic acid, 3-Methylthiopropionic acid, pertussis and their metabolic pathways, including nicotinate and nicotinamide metabolism, cAMP signaling pathway and cysteine and methionine metabolism. In short, this study provides a new research foundation and direction for the treatment of AD with traditional Chinese medicine.

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2ed2/11636838/a6aa4c682e8a/gr012.jpg
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摘要

民族药理学相关性

阿尔茨海默病(AD)是一种无法治愈的神经退行性疾病,已成为威胁全球公共卫生安全的最重要疾病之一。地黄饮子(DHYZ)是一种传统中药,已被广泛用于治疗AD并具有显著的治疗效果,但其具体作用机制仍不清楚。本研究的目的是基于脑代谢组学和网络药理学研究DHYZ治疗AD的具体机制。

材料与方法

本研究选用经典的APPswe/PS1E9(APP/PS1)小鼠作为AD动物模型,研究DHYZ的作用机制。通过Y迷宫试验检测小鼠的学习记忆能力,并用透射电子显微镜(TEM)观察小鼠大脑神经细胞的超微结构。然后,通过构建网络药理学分析DHYZ干预AD的机制,并结合基于超高效液相色谱-质谱联用(UPLC-MS)的脑代谢组学检测差异代谢标志物及其代谢途径。此外,对DHYZ治疗AD的差异代谢物和潜在靶点进行联合分析,深入探讨关键靶点、差异代谢物和代谢途径之间的关系。

结果

DHYZ治疗30天后,APP/PS1小鼠的空间作业和参考记忆能力显著提高,大脑神经元中线粒体和突触结构基本正常。通过网络药理学筛选出202个DHYZ治疗AD的潜在靶点,富集分析后,这些靶点与氧化还原反应、线粒体和突触功能途径相关。在脑代谢组学中鉴定出7种差异代谢物,分别为烟酸、N-甲酰-L-谷氨酸、5-(2-羟乙基)-4-甲基噻唑、D-古洛糖酸-1,4-内酯、去甲肾上腺素、3-甲基营养酸、棕榈酸。这些差异代谢物主要涉及烟碱和烟酰胺代谢、百日咳、cAMP信号通路、半胱氨酸和甲硫氨酸代谢。值得注意的是,通过靶点与代谢物的匹配分析,共发现20个基因与烟酸匹配,51个基因与去甲肾上腺素匹配,14个基因与这两种代谢物相交,对相交基因的富集分析表明神经活性光受体相互作用、5-羟色胺能突触和cAMP信号通路受到显著影响,这与之前的网络药理学结果一致。

结论

本研究确定了DHYZ干预AD的主要化学成分可能源自地黄、地黄叶和地黄(L.f)Ker-Gawl。结合Y迷宫、TEM和脑代谢组学,揭示了DHYZ可通过调节烟酸、3-甲基硫代丙酸、百日咳及其代谢途径,包括烟酸和烟酰胺代谢、cAMP信号通路以及半胱氨酸和甲硫氨酸代谢,改善APP/PS1小鼠的学习记忆能力和脑病理形态。总之,本研究为中药治疗AD提供了新的研究基础和方向。

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