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天麻素治疗注意力缺陷多动障碍的潜在靶点及作用机制:生物信息学与网络药理学分析

Potential Targets and Action Mechanism of Gastrodin in the Treatment of Attention-Deficit/Hyperactivity Disorder: Bioinformatics and Network Pharmacology Analysis.

作者信息

Song Zhe, Luo Guangzhi, Han Chengen, Jia Guangyuan, Zhang Baoqing

机构信息

The First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan 250355, Shandong, China.

College of Traditional Chinese Medicine, Shandong University of Traditional Chinese Medicine, Jinan 250355, Shandong, China.

出版信息

Evid Based Complement Alternat Med. 2022 Sep 12;2022:3607053. doi: 10.1155/2022/3607053. eCollection 2022.

Abstract

OBJECTIVE

Gastrodin is a main medicinal component of traditional Chinese medicine (TCM) Blume (), presenting the potential for the treatment of attention-deficit/hyperactivity disorder (ADHD). However, the underlying targets and action mechanisms of the treatment have not been identified.

METHODS

The gastrodin-related microarray dataset GSE85871 was obtained from the GEO database and analyzed by GEO2R to obtain differentially expressed genes (DEGs). Subsequently, the targets of gastrodin were supplemented by the Encyclopedia of Traditional Chinese Medicine (ETCM), PubChem, STITCH, and SwissTargetPrediction databases. ADHD-associated genes were collected from six available disease databases (i.e., TTD, DrugBank, OMIM, PharmGKB, GAD, and KEGG DISEASE). The potential targets of gastrodin during ADHD treatment were obtained by mapping gastrodin-related targets with ADHD genes, and their protein-protein interaction (PPI) relationship was constructed by the STRING database. The GO function and KEGG pathway enrichment analyses were performed using the ClueGO plug-in in the Cytoscape software and DAVID database, respectively. Finally, the binding affinity between gastrodin and important targets was verified by molecular docking.

RESULTS

A total of 460 gastrodin-related DEGs were identified from GSE85871, and 124 known gastrodin targets were supplemented from 4 databases, including ETCM. A total of 440 genes were collected from the above 6 disease databases, and 267 ADHD-relevant genes were obtained after duplicate removal. Through mapping the 584 gastrodin targets to the 267 ADHD genes, 16 potential therapeutic targets were obtained, among which the important ones were DRD2, DRD4, CHRNA3, CYP1A1, TNF, IL6, and KCNJ3. The enrichment analysis results indicated that 16 potential targets were involved in 25 biological processes (e.g., dopamine (DA) transport) and 22 molecular functions (e.g., postsynaptic neurotransmitter receptor activity), which were mainly localized at excitatory synapses. The neuroactive ligand-receptor interaction, cholinergic synapse, and dopaminergic synapse might be the core pathways of gastrodin in ADHD treatment. Through molecular docking, it was preliminarily verified that gastrodin showed good binding activity to seven important targets and formed stable binding conformations.

CONCLUSIONS

Gastrodin might exert an anti-ADHD effect by upgrading the dopaminergic system and central cholinergic system, inhibiting the inflammatory response and GIRK channel, and exerting a synergistic effect with other drugs on ADHD. For this reason, gastrodin should be considered a multitarget drug for ADHD treatment.

摘要

目的

天麻素是中药天麻的主要药用成分,具有治疗注意力缺陷多动障碍(ADHD)的潜力。然而,其治疗的潜在靶点和作用机制尚未明确。

方法

从天麻素相关的微阵列数据集GSE85871中获取数据,该数据集来自基因表达综合数据库(GEO),并通过GEO2R进行分析以获得差异表达基因(DEG)。随后,通过中药百科全书(ETCM)、PubChem、STITCH和瑞士靶点预测数据库补充天麻素的靶点。从六个可用的疾病数据库(即治疗靶点数据库(TTD)、药物银行数据库(DrugBank)、在线人类孟德尔遗传数据库(OMIM)、药物基因组学知识库(PharmGKB)、基因与疾病数据库(GAD)和京都基因与基因组百科全书疾病数据库(KEGG DISEASE))中收集ADHD相关基因。通过将天麻素相关靶点与ADHD基因进行映射,获得天麻素治疗ADHD期间的潜在靶点,并通过STRING数据库构建它们的蛋白质-蛋白质相互作用(PPI)关系。分别使用Cytoscape软件中的ClueGO插件和DAVID数据库进行基因本体(GO)功能和京都基因与基因组百科全书(KEGG)通路富集分析。最后,通过分子对接验证天麻素与重要靶点之间的结合亲和力。

结果

从GSE85871中鉴定出总共460个与天麻素相关的DEG,并从包括ETCM在内的4个数据库中补充了124个已知的天麻素靶点。从上述6个疾病数据库中总共收集了440个基因,去除重复后获得267个与ADHD相关的基因。通过将584个天麻素靶点映射到267个ADHD基因上,获得了16个潜在的治疗靶点,其中重要的靶点有DRD2、DRD4、CHRNA3、CYP1A1、TNF、IL6和KCNJ3。富集分析结果表明,16个潜在靶点参与了25个生物学过程(如多巴胺(DA)转运)和22个分子功能(如突触后神经递质受体活性),这些过程主要定位于兴奋性突触。神经活性配体-受体相互作用、胆碱能突触和多巴胺能突触可能是天麻素治疗ADHD的核心途径。通过分子对接,初步验证了天麻素与七个重要靶点具有良好的结合活性,并形成了稳定的结合构象。

结论

天麻素可能通过改善多巴胺能系统和中枢胆碱能系统、抑制炎症反应和GIRK通道,并与其他药物对ADHD发挥协同作用来发挥抗ADHD作用。因此,天麻素应被视为治疗ADHD的多靶点药物。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2178/9484880/5c1e82772ab4/ECAM2022-3607053.001.jpg

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