Wang Weijie, Guan Jintao, Li Zhengfu, Wang Xinchang
Department of Rheumatology, The Second Affiliated Hospital of Zhejiang Chinese Medical University, Hangzhou, Zhejiang 310005, China.
Department of Rheumatology, First People's Hospital of Taizhou, Zhejiang,318020, China.
Heliyon. 2023 Feb 2;9(2):e13439. doi: 10.1016/j.heliyon.2023.e13439. eCollection 2023 Feb.
Traditional Chinese medicine (TCM) has been proven to be an effective complementary therapy in treating rheumatoid arthritis (RA). The cold pattern and the heat pattern were the two main TCM patterns for RA, which is crucial for TCM treatment. The cold pattern is characterized by fear of cold and wind, joint pain with a thin white tongue coating which can be relieved by hot herbs. In contrast, heat pattern patients suffer from severe joint pain with a yellow coating, with red swelling of the skin and high skin temperature which can be relieved by cooling herbs.
We aimed to classify the heat and cold patterns in RA patients with cluster analysis and factor analysis. Moreover, we aimed to explore the association of RA characteristics between these two patterns.
and Design: A cross-sectional observational research method was used, and data was collected on 300 RA patients in Hangzhou in China. Signs and symptoms associated with RA were clustered using SPSS 22.0 software. In addition, factor analysis was also used for the classification. After classification of heat and cold patterns, characteristics and treatment of the RA participants between the two patterns were explored.
RA patients in the study were divided into two categories using cluster analysis. Twenty-two symptoms in the first category were included in the heat pattern of RA patients. After factor analysis, nine principal components were extracted to heat pattern. The component with the highest eigenvalue (2.530) were mainly contributed by shortness of breath, palpitation, heavy limbs, chest tightness and yellow greasy tongue with high factor loading values (0.765, 0.703, 0.504, 0.429 and 0.402, respectively). Ten symptoms in the second category were included in the cold pattern of RA patients. Four principal components were extracted to cold pattern. The component with the highest eigenvalue (2.089) were mainly contributed by joint distension and pain, joint stiffness, fatigue and upset with high factor loading values (0.597, 0.590, 0.491 and 0.481, respectively). Although there were no statistical differences between the levels of rheumatoid factor and anti-cyclic peptide containing citrulline (anti-CCP), the levels of C-reactive protein, platelet count and the disease activity score using 28 joint counts were significantly higher in the heat pattern RA patients compared to the ones in cold pattern. Moreover, heat pattern RA patients were more likely to be prescribed two more disease-modifying anti-rheumatic drugs (DMARDS) combined with Methotrexate (MTX) (70.59% versus 49.72%; = 0.000).
In conclusion, heat and cold patterns in RA patients could be classified well using cluster analysis and factor analysis. Most of RA patients with heat pattern were active and likely to be prescribed two more DMARDs combined with MTX.
中医已被证明是治疗类风湿性关节炎(RA)的一种有效辅助疗法。寒证和热证是类风湿性关节炎的两种主要中医证型,这对中医治疗至关重要。寒证的特征是畏寒怕风,关节疼痛,舌苔薄白,服用温热性草药可缓解症状。相比之下,热证患者关节疼痛剧烈,舌苔黄腻,皮肤红肿,皮温升高,服用清热性草药可缓解症状。
我们旨在通过聚类分析和因子分析对类风湿性关节炎患者的热证和寒证进行分类。此外,我们还旨在探讨这两种证型之间类风湿性关节炎特征的关联。
采用横断面观察研究方法,收集了中国杭州300例类风湿性关节炎患者的数据。使用SPSS 22.0软件对与类风湿性关节炎相关的体征和症状进行聚类。此外,还使用因子分析进行分类。在对热证和寒证进行分类后,探讨了两种证型之间类风湿性关节炎参与者的特征和治疗情况。
通过聚类分析将研究中的类风湿性关节炎患者分为两类。第一类中的22种症状被纳入类风湿性关节炎患者的热证。经过因子分析,提取出9个热证主成分。特征值最高(2.530)的成分主要由气短、心悸、肢体沉重、胸闷和黄腻苔贡献,因子载荷值较高(分别为0.765、0.703、0.504、0.429和0.402)。第二类中的10种症状被纳入类风湿性关节炎患者的寒证。提取出4个寒证主成分。特征值最高(2.089)的成分主要由关节胀痛、关节僵硬、疲劳和心烦贡献,因子载荷值较高(分别为0.597、0.590、0.491和0.481)。尽管类风湿因子和抗环瓜氨酸肽(抗CCP)水平之间无统计学差异,但热证类风湿性关节炎患者的C反应蛋白水平、血小板计数和使用28个关节计数的疾病活动评分显著高于寒证患者。此外,热证类风湿性关节炎患者更有可能被处方两种以上改善病情抗风湿药物(DMARDs)联合甲氨蝶呤(MTX)(70.59%对49.72%;P = 0.000)。
总之,使用聚类分析和因子分析可以很好地对类风湿性关节炎患者的热证和寒证进行分类。大多数热证类风湿性关节炎患者病情活动,可能会被处方两种以上DMARDs联合MTX。