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

IF 3 Q2 PSYCHIATRY
Xiuhuan Wang, Jiamu Ma, Ying Dong, Xueyang Ren, Ruoming Li, Guigang Yang, Gaimei She, Yunlong Tan, Song Chen
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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.

Abstract Image

基于生物信息学、分子对接和动力学模拟,探讨水杨酸甲酯苷治疗精神分裂症的潜在疗效和机制。
精神分裂症(SCZ)的病因和治疗仍然十分复杂,这促使人们探索抗炎疗法作为一种潜在的治疗方法。水杨酸甲酯苷(MSGs)具有类似阿司匹林的结构母核,目前正在研究其治疗精神分裂症的潜力。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Gaultherin)治疗SCZ的潜在价值和机制,以及该疾病的潜在发病机制。在患者和健康人中发现了 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-蛋白相互作用(PPI)网络确定了29个核心靶点,其中前10个核心靶点分别是BDNF、VEGFA、PVALB、KCNA1、GRIN2A、ATP2B2、KCNA2、APOE、PPARGC1A和SCN1A。SCZ 的发病机制主要涉及 cAMP 信号传导、神经退行性疾病和其他途径,以及离子跨膜转运的调控。分子对接分析表明,三种候选化合物与某些靶点具有结合活性,结合亲和力在-4.7至-109.2 kcal/mol之间。MSTG-A、MSTG-B和Gaultherin有望用于治疗SCZ,这可能是由于它们能够调节涉及突触结构和功能、离子转运、能量代谢的多个基因的表达。分子动力学模拟揭示了 MSTG-A、MSTG-B、Gaultherin 和 ATP2B2 之间良好的结合能力。这为该领域的进一步研究提供了新的途径。
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