Regularity of prescriptions for sick sinus syndrome based on latent structure combined with association rules.
10.19540/j.cnki.cjcmm.20230728.501
- Author:
Jing-Jing WEI
1
;
Rui YU
2
;
Peng-le HAO
2
;
Xing-Yuan LI
2
;
Xin-Lu WANG
2
;
Li-Jie QIAO
3
;
Ming-Jun ZHU
2
Author Information
1. the First Affiliated Hospital of Henan University of Chinese Medicine Zhengzhou 450000, China Henan University of Chinese Medicine Zhengzhou 450046, China.
2. the First Affiliated Hospital of Henan University of Chinese Medicine Zhengzhou 450000, China.
3. Henan University of Chinese Medicine Zhengzhou 450046, China.
- Publication Type:Journal Article
- Keywords:
association rule;
latent structure;
prescription regularity;
sick sinus syndrome
- MeSH:
Humans;
Sick Sinus Syndrome/drug therapy*;
Yang Deficiency/drug therapy*;
Drugs, Chinese Herbal/pharmacology*;
Medicine, Chinese Traditional;
Prescriptions;
Rhizome/chemistry*;
Aconitum;
Panax
- From:
China Journal of Chinese Materia Medica
2023;48(22):6225-6233
- CountryChina
- Language:Chinese
-
Abstract:
This study aims to mine the regularity of traditional Chinese medicine(TCM) prescriptions for sick sinus syndrome(SSS) and provide a reference for clinical syndrome differentiation and treatment. The relevant papers were retrieved from CNKI, Wanfang, VIP, and SinoMed with the time interval from inception to January 31, 2023. The relevant information from qualified papers was extracted to establish a library. Lantern 5.0 and Rstudio were used to analyze the latent structure and association rules of TCMs with the frequency ≥3%, which combined with frequency descriptions, were used to explore the rules of TCM prescriptions for SSS. A total of 192 TCM prescriptions were included, involving 115 TCMs with the cumulative frequency of 1 816. High-frequency TCMs include Aconiti Lateralis Radix Praeparata, Ginseng Radix et Rhizoma, Glycyrrhizae Radix et Rhizoma, Astragali Radix, and Salviae Miltiorrhizae Radix et Rhizoma. The high-frequency medicines mainly had the effects of tonifying, releasing exterior with pungent-warm, and activating blood and resolving stasis. The analysis of the latent structure model yielded 13 hidden variables, 26 hidden classes, 8 comprehensive cluster models, and 21 core prescriptions. Accordingly, the common syndromes of SSS were inferred as heart-Yang Qi deficiency, heart-spleen Yang deficiency, heart-kidney Yang deficiency, Yang deficiency and blood stasis, both Qi and Yin deficiency and blood stasis, and Yin and Yang deficiency. The analysis of association rules predicted 30 strong association rules, among which Ginseng Radix et Rhizoma-Aconiti Lateralis Radix Praeparata had the highest support. SSS is a syndrome with Yang deficiency and Qi deficiency as the root causes and cold, phlegm, and stasis as the manifestations. The clinical treatment of SSS should focus on warming Yang and replenishing Qi, which should be supplemented with the therapies of activating blood and resolving stasis, warming interior and dissipating cold, or regulating Qi movement for resolving phlegm according to the patients' syndromes.
