目的应用网络药理学及分子对接的相关理论方法探究姜黄素治疗糖尿病视网膜病变(DR)的作用机制。
方法利用SEA及SwissTargetPrediction数据库在线预测化合物作用的靶点;通过CTD数据库提供与疾病相关的各种靶点;运用Venny数据库映射匹配不同基因,并取二者交集;采用GeneMANIA数据库构造出交集基因的蛋白互作网络图,采用Cystoscape软件进行更精确的分析和可视化,借助WebGestalt数据库进行富集分析,最后利用AutoDock Vina对核心靶点进行分子对接。
结果得到姜黄素作用靶点52个,DR对应的靶点1 599个,共同作用的靶点48个。核心靶点为丝氨酸/苏氨酸-蛋白激酶1(AKT1)、肿瘤坏死因子α(TNF-α)、表皮生长因子受体(EGFR)、信号转导及转录激活因子3(STAT3)以及热休克蛋白90α家族A类成员1(HSP90AA1)。富集分析结果显示,这些靶点主要与EGFR酪氨酸激酶抑制剂耐药性信号通路、缺氧诱导因子1(HIF-1)信号通路、白细胞介素-17(IL-17)信号通路以及晚期糖基化终末产物-晚期糖基化终末产物受体(AGE-RAGE)信号通路等有关。
结论姜黄素可能通过调控多条信号通路来抑制炎症反应和对抗氧化应激等过程,从而发挥治疗DR的作用。
ObjectiveTo investigate the mechanism of curcumin in the treatment of diabetic retinopathy (DR) by network pharmacology and molecular docking.
MethodsThe compounds targets of curcumin were predicted by SEA and SwissTargetPrediction databases, and the DR target genes were obtained by CTD database.The different genes were mapped and matched by Venny database to screen their intersections.The intersecting genes were submitted to GeneMANIA database to construct a protein-protein interaction network.WebGestalt database was used to conduct enrichment analysis and AutoDock Vina was used to perform molecular docking of the core targets.
ResultsA total of 52 targets of curcumin, 1 599 targets of DR and 48 intersecting targets were detected.The core targets were serine/threonine-protein kinase 1 (AKT1), tumor necrosis factor-α (TNF-α), epidermal growth factor receptor (EGFR), signal transduction and activator of transcription 3 (STAT3) and heat shock protein 90 alpha family class A member 1 (HSP90AA1). Enrichment analysis suggested that these targets were mainly associated with signaling pathways, including the EGFR tyrosine kinase inhibitor resistance signaling pathway, hypoxia-inducible factor-1 (HIF-1) signaling pathway, interleukin (IL)-17 signaling pathway and advanced glycosylation end product-the receptor of advanced glycosylation end product (AGE-RAGE) signaling pathway.
ConclusionsCurcumin may play an important role in the treatment of DR by regulating multiple signaling pathways to inhibit the inflammatory response and combat oxidative stress.
杜媛媛,王熠昀,赵蓉,等. 基于网络药理学和分子对接探究姜黄素治疗糖尿病视网膜病变的药效机制[J]. 中华实验眼科杂志,2023,41(12):1152-1159.
DOI:10.3760/cma.j.cn115989-20220314-00105版权归中华医学会所有。
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杜媛媛:数据采集及分析、论文撰写及修改;王熠昀、赵蓉:数据采集及分析;张积、季晓燕、陆佳羽:数据整理及分析;嵇芳芳、娄慧、江自远:校对数据、文献整理;黄江:实验设计、研究指导及文章修改

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