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恩格列净在2型糖尿病治疗中靶向免疫相关基因PIK3CA:网络药理学分析与实验证据

Empagliflozin targeted the immune-related gene PIK3CA in type 2 diabetes mellitus treatment: network pharmacology analysis and experimental evidence.

作者信息

Zhong Heng, Sun Guo-Juan, Du Fu-Man, Wang Wei-Min, Duan Bin-Hong, Qiao Hong

机构信息

Department of Endocrinology, Heilongjiang Provincial Hospital, No. 82, Zhongshan Road, Xiangfang District, Harbin, Heilongjiang, 150036, China.

Immunization Program Department, Daqing Centre for Disease Control and Prevention, Daqing, Heilongjiang, 163000, China.

出版信息

Diabetol Metab Syndr. 2025 Aug 7;17(1):320. doi: 10.1186/s13098-025-01895-2.

Abstract

BACKGROUND

Type 2 diabetes mellitus (T2DM) is linked to elevated blood glucose due to insulin resistance. Empagliflozin has demonstrated efficacy in T2DM management, with potential immune-modulatory effects. This study aimed to investigate the immune-related mechanisms of empagliflozin in T2DM treatment.

METHODS

Gene expression profiles were obtained from common databases, and immune-related differentially expressed genes (IRDEGs) were identified using the "limma" R package. The STRING database and Cytoscape software were utilized to construct a protein-protein interaction network and identify key IRDEGs. Molecular docking was performed to predict the interaction between empagliflozin and PIK3CA. Pathways related to PIK3CA were explored using GSEA, and relationship of PIK3CA with immune cells was analyzed using single-cell RNA sequencing analysis. The effects of empagliflozin on high glucose-induced RAW264.7 macrophages and PI3K/AKT signaling were assessed using CCK-8, fluorescence detection, qRT-PCR, and Western blotting.

RESULTS

We identified 109 IRDEGs in T2DM, with PIK3CA as a key gene. Empagliflozin showed binding affinity to PIK3CA, which was linked to immune cell interactions and inflammatory responses. Single-cell RNA sequencing analysis revealed the interaction of PIK3CA with macrophages. In high glucose-induced RAW264.7 macrophages, PIK3CA expression was elevated. Empagliflozin ameliorated the high glucose-induced cell injury and inhibited the expression of PIK3CA in macrophages. Additionally, empagliflozin treatment reduced the expression of CD44 and ITGAV, IL-6, and TNF-α, and increased the p-PI3K/PI3K ratio.

CONCLUSION

Empagliflozin's therapeutic effects in T2DM may be mediated through the modulation of immune pathways, particularly by targeting PIK3CA within the PI3K/AKT signaling pathway.

摘要

背景

2型糖尿病(T2DM)与胰岛素抵抗导致的血糖升高有关。恩格列净已证明在T2DM管理中有效,且具有潜在的免疫调节作用。本研究旨在探讨恩格列净在T2DM治疗中的免疫相关机制。

方法

从公共数据库获取基因表达谱,并使用“limma”R包鉴定免疫相关差异表达基因(IRDEGs)。利用STRING数据库和Cytoscape软件构建蛋白质-蛋白质相互作用网络并鉴定关键IRDEGs。进行分子对接以预测恩格列净与PIK3CA之间的相互作用。使用GSEA探索与PIK3CA相关的通路,并使用单细胞RNA测序分析PIK3CA与免疫细胞的关系。使用CCK-8、荧光检测、qRT-PCR和蛋白质印迹法评估恩格列净对高糖诱导的RAW264.7巨噬细胞和PI3K/AKT信号传导的影响。

结果

我们在T2DM中鉴定出109个IRDEGs,其中PIK3CA是关键基因。恩格列净显示出与PIK3CA的结合亲和力,这与免疫细胞相互作用和炎症反应有关。单细胞RNA测序分析揭示了PIK3CA与巨噬细胞的相互作用。在高糖诱导的RAW264.7巨噬细胞中,PIK3CA表达升高。恩格列净改善了高糖诱导的细胞损伤,并抑制了巨噬细胞中PIK3CA的表达。此外,恩格列净治疗降低了CD44和ITGAV、IL-6和TNF-α的表达,并增加了p-PI3K/PI3K比值。

结论

恩格列净在T2DM中的治疗作用可能通过调节免疫途径介导,特别是通过靶向PI3K/AKT信号通路中的PIK3CA。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bfdf/12330028/ebe3a54f4f59/13098_2025_1895_Fig1_HTML.jpg

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