A Data Mining Study for Analysis of Acupoint Selection and Combinations in Acupuncture Treatment of Carpal Tunnel Syndrome

医学 腕管综合征 针灸科 选择(遗传算法) 物理疗法 物理医学与康复 替代医学 外科 人工智能 病理 计算机科学
作者
Yi He,Fu-Rui Miao,He Cai,Yu-Shan Fan,Fangzhi Zhang,Pu Yang,Miaodong Wang,Jie He
出处
期刊:Journal of Pain Research [Dove Medical Press]
卷期号:Volume 17: 1153-1170
标识
DOI:10.2147/jpr.s452618
摘要

Background: Carpal tunnel syndrome (CTS) is the most prevalent upper limb compressive neuropathy.A considerable number of clinical trials and meta-analyses have provided evidence supporting the effectiveness of acupuncture in treating CTS.Nevertheless, the ideal choice of acupoints remains ambiguous.Objective: A data mining analysis was conducted with the objective of determining the most effective acupoint combinations and selection for CTS.Methods: A search was conducted across seven Chinese and English electronic bibliographic databases spanning from their inception to March 2023.Selected were clinical trials that evaluated the efficacy of acupuncture therapy for CTS, with or without randomised controlled methods.Data extraction mainly included acupoint prescriptions.Information such as first author, study design and study setting were also extracted.The principal outcomes comprised the clinical manifestations linked to CTS.Statistical descriptions were generated using Excel 2019.The analysis of association rules was conducted using SPSS Modeler 18.0.Using SPSS Statistics 26.0, exploratory factor analysis and cluster analysis were conducted.Results: 142 trials (including 86 RCTs and 56 non RCTs) were identified, and 193 groups of effective prescriptions involving 68 acupoints were extracted.The most frequently used acupoints were Da-ling (PC7), Nei-guan (PC6), He-gu (LI4), Wai-guan (TE5), and Yang-xi (LI5).The most frequently used meridians were the pericardial meridian and the large intestine meridian.The majority of special acupoints used were Five-shu points and Yuan-source points, with acupoints on the upper limbs being the most frequently used.The core acupoint groups were analyzed and 11 groups of association rules, 8 factors, and 5 effective cluster groups were obtained. Conclusion:The evidence-based acupoint selection and combinations of acupuncture therapy for carpal tunnel syndrome were provided by the findings of this study.
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