Wu Jinpu, Tian Ziyue, Wang Boxue, Liu Jian, Bi Ran, Zhan Naixin, Song Daixuan, He Chengcheng, Zhao Weimin
Affiliated Hospital of Changchun University of Traditional Chinese Medicine, Jilin, 130021, China.
Hainan General Hospital, Haikou, 570311 China.
Heliyon. 2024 Sep 14;10(18):e37908. doi: 10.1016/j.heliyon.2024.e37908. eCollection 2024 Sep 30.
The study aims to investigate the pharmacological basis and molecular mechanisms of resveratrol in the treatment of Alzheimer's disease (AD) and Parkinson's disease (PD) through the approach of treating different diseases with the same method, guided by traditional Chinese medicine theory. Utilizing network pharmacology and bioinformatics methods, this research aims to provide modern medical evidence for the theory of treating different diseases with the same method in traditional Chinese medicine.
Omnibus from Swiss Target Prediction, TCMSP, SuperPred, SEA, HIT, CTD, TCMIP and Gene Expression Disease datasets for resveratrol related genes, Alzheimer's disease, and Parkinson's disease were obtained from the GEO database. Core targets were identified by weighted gene coexpression network analysis (WGCNA) and minimum absolute contraction and selection operator (LASSO). The expression of core targets was verified in AD and PD cell models. The immune characteristics of AD and PD were analyzed by CIBERSORT algorithm. Finally, the potential mechanism of resveratrol intervention on the core target was studied by molecular docking technique.
The results of network pharmacological analysis showed that resveratrol acted on 85 common targets such as STAT3 and CASP3, affected AGE-RAGE signaling pathway and PI3K-Akt signaling pathway, and showed the effect of "same disease and different treatment" for AD and PD. Three core targets associated with AD and PD (PLK4, FCGRT, and PRKAR2A) were finally identified through comprehensive transcriptome analysis, and experimentally verified in cell models of AD and PD. At the same time, the analysis of immune cell infiltration suggested that AD and PD had dysregulation of inflammation, and the core target was significantly related to M2 macrophages.
Resveratrol may play a potential mechanism of "treating the same disease with different diseases" and target three core targets (PLK4, FCGRT and PRKAR2A) to improve the disease process of AD and PD by participating in the regulation of immune and inflammatory pathways. These findings have potential implications for clinical practice and future research.
本研究旨在以中医理论为指导,通过异病同治的方法,探讨白藜芦醇治疗阿尔茨海默病(AD)和帕金森病(PD)的药理基础及分子机制。本研究利用网络药理学和生物信息学方法,旨在为中医异病同治理论提供现代医学证据。
从瑞士靶点预测数据库、中药系统药理学数据库与分析平台、SuperPred、SEA、HIT、CTD、TCMIP以及基因表达疾病数据集获取白藜芦醇相关基因、阿尔茨海默病和帕金森病的综合数据,这些数据来自基因表达综合数据库(GEO)。通过加权基因共表达网络分析(WGCNA)和最小绝对收缩和选择算子(LASSO)确定核心靶点。在AD和PD细胞模型中验证核心靶点的表达。采用CIBERSORT算法分析AD和PD的免疫特征。最后,通过分子对接技术研究白藜芦醇干预核心靶点的潜在机制。
网络药理学分析结果表明,白藜芦醇作用于STAT3和CASP3等85个共同靶点,影响晚期糖基化终末产物受体(AGE-RAGE)信号通路和磷脂酰肌醇-3激酶-蛋白激酶B(PI3K-Akt)信号通路,对AD和PD表现出“同病异治”的效果。通过综合转录组分析最终确定了与AD和PD相关的三个核心靶点(PLK4、Fc片段受体转运蛋白(FCGRT)和蛋白激酶A调节亚基2型α(PRKAR2A)),并在AD和PD细胞模型中进行了实验验证。同时,免疫细胞浸润分析表明,AD和PD存在炎症失调,且核心靶点与M2巨噬细胞显著相关。
白藜芦醇可能通过参与免疫和炎症通路的调节,发挥“异病同治”的潜在机制,靶向三个核心靶点(PLK4、FCGRT和PRKAR2A),改善AD和PD的疾病进程。这些发现对临床实践和未来研究具有潜在意义。