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基于生物信息学、分子对接和动力学模拟对水杨酸甲酯糖苷治疗精神分裂症的潜在疗效及机制的探索

Exploration on the potential efficacy and mechanism of methyl salicylate glycosides in the treatment of schizophrenia based on bioinformatics, molecular docking and dynamics simulation.

作者信息

Wang Xiuhuan, Ma Jiamu, Dong Ying, Ren Xueyang, Li Ruoming, Yang Guigang, She Gaimei, Tan Yunlong, Chen Song

机构信息

Peking University HuiLongGuan Clinical Medical School, Beijing HuiLongGuan Hospital, Beijing, 100096, PR China.

School of Chinese Materia Medica, Beijing University of Chinese Medicine, Beijing, 102488, PR China.

出版信息

Schizophrenia (Heidelb). 2024 Jul 17;10(1):64. doi: 10.1038/s41537-024-00484-y.

Abstract

The etiological and therapeutic complexities of schizophrenia (SCZ) persist, prompting exploration of anti-inflammatory therapy as a potential treatment approach. Methyl salicylate glycosides (MSGs), possessing a structural parent nucleus akin to aspirin, are being investigated for their therapeutic potential in schizophrenia. Utilizing bioinformation mining, network pharmacology, molecular docking and dynamics simulation, the potential value and mechanism of MSGs (including MSTG-A, MSTG-B, and Gaultherin) in the treatment of SCZ, as well as the underlying pathogenesis of the disorder, were examined. 581 differentially expressed genes related to SCZ were identified in patients and healthy individuals, with 349 up-regulated genes and 232 down-regulated genes. 29 core targets were characterized by protein-protein interaction (PPI) network, with the top 10 core targets being BDNF, VEGFA, PVALB, KCNA1, GRIN2A, ATP2B2, KCNA2, APOE, PPARGC1A and SCN1A. The pathogenesis of SCZ primarily involves cAMP signaling, neurodegenerative diseases and other pathways, as well as regulation of ion transmembrane transport. Molecular docking analysis revealed that the three candidates exhibited binding activity with certain targets with binding affinities ranging from -4.7 to -109.2 kcal/mol. MSTG-A, MSTG-B and Gaultherin show promise for use in the treatment of SCZ, potentially through their ability to modulate the expression of multiple genes involved in synaptic structure and function, ion transport, energy metabolism. Molecular dynamics simulation revealed good binding abilities between MSTG-A, MSTG-B, Gaultherin and ATP2B2. It suggests new avenues for further investigation in this area.

摘要

精神分裂症(SCZ)在病因和治疗方面的复杂性依然存在,这促使人们探索抗炎疗法作为一种潜在的治疗方法。水杨酸甲酯糖苷(MSGs)具有与阿司匹林相似的结构母核,目前正在研究其在精神分裂症治疗中的潜在价值。利用生物信息挖掘、网络药理学、分子对接和动力学模拟,研究了MSGs(包括MSTG - A、MSTG - B和白珠树苷)在治疗SCZ中的潜在价值和作用机制,以及该疾病的潜在发病机制。在患者和健康个体中鉴定出581个与SCZ相关的差异表达基因,其中349个基因上调,232个基因下调。通过蛋白质 - 蛋白质相互作用(PPI)网络确定了29个核心靶点,前10个核心靶点为BDNF、VEGFA、PVALB、KCNA1、GRIN2A、ATP2B2、KCNA2、APOE、PPARGC1A和SCN1A。SCZ的发病机制主要涉及cAMP信号通路、神经退行性疾病和其他途径,以及离子跨膜运输的调节。分子对接分析表明,这三种候选物与某些靶点具有结合活性,结合亲和力范围为 - 4.7至 - 109.2 kcal/mol。MSTG - A、MSTG - B和白珠树苷有望用于治疗SCZ,可能是通过它们调节参与突触结构和功能、离子运输、能量代谢的多个基因表达的能力。分子动力学模拟显示MSTG - A、MSTG - B、白珠树苷与ATP2B2之间具有良好的结合能力。这为该领域的进一步研究提供了新途径。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9383/11255270/006eec1d7557/41537_2024_484_Fig1_HTML.jpg

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