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Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
[Rules of prescriptions for heart failure of dilated cardiomyopathy based on latent structure model and association
Wen-Jun Wu1, Chi-Dao Zhang1, Jing-Jing Wei1
1Department of Cardiovascular Diseases, the First Affiliated Hospital of Henan University of Chinese Medicine Zhengzhou 450000, China Henan University of Chinese Medicine Zhengzhou 450000, China.
Insights
This study analyzed traditional Chinese medicine (TCM) prescriptions for heart failure in dilated cardiomyopathy, identifying key herbs and compatibility rules. Findings support syndrome differentiation in TCM treatment for this condition.
Area of Science:
- Integrative Medicine
- Cardiology
- Pharmacology
Background:
- Dilated cardiomyopathy (DCM) heart failure presents complex treatment challenges.
- Syndrome differentiation is a core principle in Traditional Chinese Medicine (TCM) for personalized treatment.
- Understanding TCM prescription compatibility is crucial for evidence-based guidelines.
Purpose of the Study:
- To explore compatibility rules of TCM prescriptions for heart failure in DCM.
- To provide theoretical support for TCM treatment based on syndrome differentiation.
- To aid in formulating clinical guidelines for DCM management.
Main Methods:
- Latent structure model and association rules analysis were employed.
- Data retrieved from CNKI, Wanfang, VIP, and SinoMed databases.
- Lantern 5.0 and Rstudio used for analysis of 175 TCM prescriptions.
Main Results:
- Identified high-frequency herbs: Astragali Radix, Salviae Miltiorrhizae Radix et Rhizoma, Poria, Cinnamomi Ramulus, Glycyrrhizae Radix et Rhizoma.
- Revealed common TCM syndromes: heart-Yang and Qi deficiency, Qi deficiency and blood stasis, heart-kidney Yang deficiency, Qi-Yin deficiency.
- Discovered 54 strong association rules, with Salviae Miltiorrhizae Radix et Rhizoma-Astragali Radix showing highest support.
Conclusions:
- DCM heart failure involves deficiency, stasis, and water, affecting the heart, lung, and spleen.
- Treatment principles include invigorating Qi, warming Yang, activating blood, resolving stasis, and promoting urination.
- Prescription compatibility analysis offers valuable insights for TCM clinical practice in DCM.
Abstract:
The latent structure model and association rules analysis were employed to explore the compatibility rules of prescriptions for heart failure of dilated cardiomyopathy, with a view to providing theoretical support for the clinical treatment of this disease based on syndrome differentiation and the formulation of guidelines. The articles about the treatment of heart failure of dilated cardiomyopathy were retrieved from CNKI, Wanfang, VIP, and SinoMed. The database was established in Microsoft Excel 2019. Lantern 5.0 and Rstudio were used to analyze the latent structure and association rules of Chinese medicine with the frequency greater than 4.00%. Furthermore, the frequency structure model was used to mine the rules of prescriptions for heart failure of dilated cardiomyopathy. The study included 175 traditional Chinese medicine(TCM) prescriptions, involving 128 Chinese medicines, with the cumulative frequency of 1 847. High-frequency medicines included Astragali Radix, Salviae Miltiorrhizae Radix et Rhizoma, Poria, Cinnamomi Ramulus, Glycyrrhizae Radix et Rhizoma, with the main effects of tonifying, activating blood, resolving stasis, and releasing exterior. A total of 17 hidden variables, 34 hidden categories, and 6 comprehensive cluster models, along with 15 core prescriptions, were obtained. According to the prescriptions, the patients mainly had the syndromes of heart-Yang and Qi deficiency, Qi deficiency and blood stasis, heart-kidney Yang deficiency or Qi-Yin deficiency. Fifty-four strong association rules were obtained through association rule analysis. The highest degree of support was observed for the combination of Salviae Miltiorrhizae Radix et Rhizoma-Astragali Radix, while the highest degree of confidence was found for the combination of Salviae Miltiorrhizae Radix et Rhizoma-Cinnamomi Ramulus-Ophiopogonis Radix-Astragali Radix. The heart failure of dilated cardiomyopathy, characterized by internal deficiency and excess manifestations, is attributed to deficiency, stasis, and water. These factors are closely associated with the heart, lung, and spleen. The treatment should follow the principle of invigorating Qi and warming Yang, and meanwhile the method of activating blood and resolve stasis or moving Qi and promoting urination can be adopted according to the specific syndrome of patients.
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