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基于巨噬细胞极化探讨芪丹益心方治疗糖尿病心肌病的作用机制

Mechanistic Insights Into Qidan Yixin Decoction for Diabetic Cardiomyopathy via Macrophage Polarization.

作者信息

Liu Yi, Zhang Juan, Gao Wei, Han Quancheng, Xue Yitao, Liu Xiujuan

机构信息

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

Department of Cardiology, Shandong University of Traditional Chinese Medicine Affiliated Hospital, Jinan, China.

出版信息

J Diabetes Res. 2025 Jul 31;2025:7578626. doi: 10.1155/jdr/7578626. eCollection 2025.

Abstract

Diabetic cardiomyopathy (DCM) has a multifactorial etiology, and no specific treatment is available for its management. Qidan Yixin decoction (QDYXD) demonstrated encouraging clinical results in treating DCM; however, its underlying mechanics are yet unclear. Network pharmacology was applied to determine the active ingredients and targets of QDYXD. The GeneCards and GEO databases were used to retrieve genes associated with DCM and macrophage polarization. These targets were subjected to GO and KEGG enrichment analyses, immune infiltration study, and PPI network design. The core targets were further refined using SVM-RFE, LASSO, and random forest algorithms. Docking the core targets with the main active components followed. For experimental validation, rat models were created. There were 48 potential targets in all. Quercetin, methyl palmitate, luteolin, and tanshinone IIA were identified as the primary active components. Enrichment analysis indicated that one of the key pathways associated with the potential targets was the signaling pathway of HIF-1. Machine learning techniques were used to identify two core targets, LDHA and PGK1. Animal experiments demonstrated that QDYXD can suppress the upregulation of PGK1, LDHA, and HIF1A; block the polarization of M1 macrophages; and considerably enhance DCM rats' cardiac function. QDYXD improves cardiac function in DCM by attenuating M1 macrophage polarization and inhibiting the HIF-1 signaling pathway, specifically through the modulation of PGK1, LDHA, and HIF1A. This study provides preliminary insights into how QDYXD modulates macrophage polarization during DCM treatment. Moreover, the identification of potential active components and core molecular targets of QDYXD offers promising directions for future drug development in DCM therapy.

摘要

糖尿病性心肌病(DCM)病因多因素,目前尚无特异性治疗方法。芪丹益心方(QDYXD)在治疗DCM方面显示出令人鼓舞的临床效果;然而,其潜在机制尚不清楚。应用网络药理学确定QDYXD的活性成分和靶点。使用GeneCards和GEO数据库检索与DCM和巨噬细胞极化相关的基因。对这些靶点进行GO和KEGG富集分析、免疫浸润研究及PPI网络设计。使用支持向量机递归特征消除法(SVM-RFE)、套索回归(LASSO)和随机森林算法进一步优化核心靶点。随后将核心靶点与主要活性成分进行对接。为进行实验验证,建立了大鼠模型。总共确定了48个潜在靶点。槲皮素、棕榈酸甲酯、木犀草素和丹参酮IIA被确定为主要活性成分。富集分析表明,与潜在靶点相关的关键信号通路之一是HIF-1信号通路。使用机器学习技术确定了两个核心靶点,即乳酸脱氢酶A(LDHA)和磷酸甘油酸激酶1(PGK1)。动物实验表明,QDYXD可抑制PGK1、LDHA和低氧诱导因子1α(HIF1A)的上调;阻断M1巨噬细胞的极化;并显著改善DCM大鼠的心功能。QDYXD通过减弱M1巨噬细胞极化和抑制HIF-1信号通路,特别是通过调节PGK1、LDHA和HIF1A来改善DCM的心功能。本研究为QDYXD在DCM治疗过程中调节巨噬细胞极化的机制提供了初步见解。此外,QDYXD潜在活性成分和核心分子靶点的鉴定为DCM治疗的未来药物开发提供了有前景的方向。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/757b/12331402/751c314346c2/JDR2025-7578626.001.jpg

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