芪单益心汤对糖尿病性心肌病巨噬细胞极化机制的研究。

IF 3.4 3区 医学 Q2 ENDOCRINOLOGY & METABOLISM
Journal of Diabetes Research Pub Date : 2025-07-31 eCollection Date: 2025-01-01 DOI:10.1155/jdr/7578626
Yi Liu, Juan Zhang, Wei Gao, Quancheng Han, Yitao Xue, Xiujuan Liu
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引用次数: 0

摘要

背景:糖尿病性心肌病(DCM)是一种多因素的疾病,目前尚无专门的治疗方法。芪单益心汤治疗DCM的临床疗效令人鼓舞;然而,其基本机制尚不清楚。方法:采用网络药理学方法,对清热解毒汤的有效成分和作用靶点进行测定。使用GeneCards和GEO数据库检索与DCM和巨噬细胞极化相关的基因。这些靶点进行了GO和KEGG富集分析、免疫浸润研究和PPI网络设计。使用SVM-RFE、LASSO和随机森林算法进一步细化核心目标。随后进行了核心目标与主要活性成分的对接。为了实验验证,我们建立了大鼠模型。结果:共有48个潜在靶点。槲皮素、棕榈酸甲酯、木犀草素和丹参酮IIA为主要活性成分。富集分析表明,与潜在靶点相关的关键通路之一是HIF-1信号通路。机器学习技术用于识别两个核心目标,LDHA和PGK1。动物实验表明,QDYXD可抑制PGK1、LDHA、HIF1A的上调;阻断M1巨噬细胞极化;并显著增强DCM大鼠心功能。结论:清心泻方通过抑制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,改善DCM心功能。本研究初步揭示了芪dyxd在DCM治疗过程中对巨噬细胞极化的调节作用。此外,QDYXD潜在活性成分和核心分子靶点的鉴定为未来DCM药物开发提供了有希望的方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Mechanistic Insights Into Qidan Yixin Decoction for Diabetic Cardiomyopathy via Macrophage Polarization.

Background: 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. Methods: 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. Results: 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. Conclusion: 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.

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来源期刊
Journal of Diabetes Research
Journal of Diabetes Research ENDOCRINOLOGY & METABOLISM-MEDICINE, RESEARCH & EXPERIMENTAL
CiteScore
8.40
自引率
2.30%
发文量
152
审稿时长
14 weeks
期刊介绍: Journal of Diabetes Research is a peer-reviewed, Open Access journal that publishes research articles, review articles, and clinical studies related to type 1 and type 2 diabetes. The journal welcomes submissions focusing on the epidemiology, etiology, pathogenesis, management, and prevention of diabetes, as well as associated complications, such as diabetic retinopathy, neuropathy and nephropathy.
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