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

<b>Background:</b> 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. <b>Methods:</b> 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. <b>Results:</b> 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. <b>Conclusion:</b> 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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Publication Details

Journal
Journal of Diabetes Research
Published
2025-01-01
DOI
https://doi.org/10.1155/jdr/7578626
Citations
1
Primary Topic
Traditional Chinese Medicine Studies
Type
article
Field-Weighted Citation Impact
2.38

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article

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

Yitao Xue, Juan Zhang, Xiujuan Liu, Yi Liu et al.
1 citations
Journal of Diabetes Research
Traditional Chinese Medicine Studies
2.38
article

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

Yitao Xue, Juan Zhang, Xiujuan Liu, Yi Liu, Quancheng Han, Wei Gao
article en
1 citations

Abstract

<b>Background:</b> 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. <b>Methods:</b> 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. <b>Results:</b> 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. <b>Conclusion:</b> 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.

Journal of Diabetes ResearchVol. 2025(1)
Shandong University of Traditional Chinese Medicine (CN)
National Natural Science Foundation of China, Young Scientists Fund
Openalex Percentile: Top 11%
Traditional Chinese Medicine Studies
2.38
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