Wang Yao-Chin, Wu Chieh-Chen, Huang Abel Po-Hao, Hsieh Po-Chun, Kung Woon-Man
Department of Emergency, Min-Sheng General Hospital, Taoyuan, Taiwan.
Graduate Institute of Injury Prevention and Control, College of Public Health, Taipei Medical University, Taipei, Taiwan.
Front Neurosci. 2022 Jun 8;16:872392. doi: 10.3389/fnins.2022.872392. eCollection 2022.
Alzheimer's disease (AD) is an ongoing neurological degeneration characterized by amnesia and a decline in cognitive abilities. Hippocampal neurogenesis is the leading cause of AD. Mild cognitive impairment (MCI), a prodromal state of AD, is mainly due to the degradation of neuropsychiatric manifestations. Previous systematic reviews demonstrated that treatment with acupuncture with Chinese herbs is tolerable and effective in improving cognitive function in patients with AD. Our investigation aimed to discover the main acupoint combination for AD management based on a preceding systematic review and meta-analysis of randomized control trials (RCTs).
Our investigation was executed using association rule analysis, which is a common data mining technique accessible within R. Our study elucidated acupoint locations as binary data from 15 of the included studies using the Apriori algorithm.
Thirty-two acupoints were selected from 15 RCTs. The 10 most frequent acupoints were selected. We inspected 503 association rules using the interpreted acupuncture data. The obtained results showed that {SP6, BI10} ≥ {HT7} and {HT7, BI10} ≥ {SP6} were the most associated rules in 15 RCTs.
The combination of acupoints ({SP6, BI10} ≥ {HT7} and {HT7, BI10} ≥ {SP6}) can be acknowledged as a core combination for future acupuncture regimens of AD.
阿尔茨海默病(AD)是一种进行性神经退行性疾病,其特征为失忆和认知能力下降。海马神经发生是AD的主要病因。轻度认知障碍(MCI)是AD的前驱状态,主要归因于神经精神症状的退化。先前的系统评价表明,中药针灸治疗在改善AD患者认知功能方面是可耐受且有效的。我们的研究旨在基于之前对随机对照试验(RCT)的系统评价和荟萃分析,找出AD治疗的主要穴位组合。
我们的研究采用关联规则分析进行,这是一种可在R语言中使用的常见数据挖掘技术。我们的研究将穴位位置阐释为来自纳入的15项研究的二元数据,使用Apriori算法。
从15项RCT中选取了32个穴位。选取了最常出现的10个穴位。我们使用解释后的针灸数据检查了503条关联规则。所得结果表明,{三阴交,膀胱经10}≥{心经7}以及{心经7,膀胱经10}≥{三阴交}是15项RCT中最相关的规则。
穴位组合({三阴交,膀胱经10}≥{心经7}以及{心经7,膀胱经10}≥{三阴交})可被视为未来AD针灸治疗方案的核心组合。