Common Syndromes of Cerebral Infarction Patients in Rural Areas of Eastern Henan Based on Latent Structure Model and Factor Analysis
10.13422/j.cnki.syfjx.20220795
- VernacularTitle:基于隐结构结合因子分析探讨豫东农村地区脑梗死患者的常见证候
- Author:
Chen BAI
1
;
Chun-long RAN
1
;
Meng-jun LI
1
;
Ke-qing ZHOU
1
;
Meng-meng PENG
1
;
Zhao-wei MU
1
;
Xiang-zhe LIU
2
Author Information
1. Henan University of Chinese Medicine，Zhengzhou 450046，China
2. The First Affiliated Hospital of Henan University of Traditional Chinese Medcine，Zhengzhou 450000，China
- Publication Type:Journal Article
- Keywords:
cerebral infarction;
latent structure model;
factor analysis;
syndrome;
symptom;
apoplexy
- From:
Chinese Journal of Experimental Traditional Medical Formulae
2022;28(7):190-197
- CountryChina
- Language:Chinese
-
Abstract:
ObjectiveTo explore the common syndromes of patients with cerebral infarction in rural areas of eastern Henan based on latent structure model and factor analysis，and provide reference for clinical differentiation of cerebral infarction. MethodThe data samples of patients with cerebral infarction in rural areas in eastern Henan were preprocessed. With Lantern 5.0 of latent structure method and LTM-EAST algorithm of two-step latent tree analysis， the manifest variable latent structure model of related symptoms was built to interpret different latent nodes， and common syndromes of cerebral infarction were obtained via comprehensive cluster analysis. SPSS 20.0 was used for factor analysis and cluster analysis of related symptoms to infer the distribution of syndrome types. ResultThe data of 888 patients with cerebral infarction were included， involving symptoms， tongue and pulse （88 in total）. The 65 symptoms with a frequency of ≥5% were constructed into a latent structure model， and 31 latent variables were obtained. The Bayesian information criterion （BIC） score was -15 367.17. Based on professional knowledge， s6 common syndrome types were found， namely， syndrome of upward disturbance of wind-fire， Qi deficiency and blood stasis syndrome， syndrome of phlegm and blood stasis blocking collaterals， syndrome of phlegm-heat and fu-organ excess， syndrome of wind phlegm obstructing collaterals， and syndrome of stirring wind due to yin deficiency. In factor analysis， the symptoms with a frequency of >10% were selected， and 13 common factors were obtained and used for systematic cluster analysis. And 5 syndrome types were inferred： syndrome of wind phlegm obstructing collaterals， syndrome of phlegm-heat and fu-organ excess， Qi deficiency and blood stasis syndrome， syndrome of combined phlegm and blood stasis， and syndrome of yin deficiency and internal heat. According to the determination criteria of syndrome types in traditional Chinese medicine （TCM）， 6 common syndrome types of cerebral infarction were finally determined. ConclusionAccording to the severity of the disease， the common syndromes of patients with cerebral infarction in rural areas of Eastern Henan were divided into the following categories： apoplexy involving channel and collateral： syndrome of upward disturbance of wind fire， syndrome of wind phlegm obstructing collaterals， and syndrome of stirring wind due to yin deficiency. Apoplexy involving zang and fu-viscera： syndrome of phlegm-heat and fu-organ excess， and syndrome of phlegm and blood stasis blocking collaterals. Recovery period： Qi deficiency and blood stasis syndrome. This study was basically consistent with the syndrome law in TCM theory， and provided reference for further establishing syndrome diagnostic criteria of cerebral infarction.
