Analysis of acupoint selection rules for acupuncture for autism spectrum disorder based on data mining technology.
10.13703/j.0255-2930.20240902-0003
- Author:
Zhuocan LIU
1
;
Na LI
1
;
Chao CHEN
1
;
Zhenwei ZHANG
2
;
Yan'e CAO
3
Author Information
1. Graduate School, Hebei University of CM, Shijiazhuang 050091, China.
2. Department of Rehabilitation, Hebei Provincial Hospital of TCM, Shijiazhuang
3. Department of Rehabilitation, Pingshan County Hospital of TCM.
- Publication Type:Journal Article
- Keywords:
acupoint selection rules;
acupuncture and moxibustion;
autism;
autism spectrum disorder (ASD);
data mining
- MeSH:
Humans;
Acupuncture Points;
Acupuncture Therapy;
Autism Spectrum Disorder/therapy*;
Data Mining;
Meridians
- From:
Chinese Acupuncture & Moxibustion
2025;45(10):1496-1504
- CountryChina
- Language:Chinese
-
Abstract:
OBJECTIVE:To analyze the core acupoint selection rules and syndrome-based compatibility patterns of acupuncture for autism spectrum disorder (ASD) using data mining techniques.
METHODS:Relevant literature of acupuncture for ASD was retrieved from CNKI, Wanfang, VIP, PubMed, and Web of Science. After applying inclusion and exclusion criteria, a prescription database was established based on the extracted effective data. Descriptive analysis was conducted on the frequency, meridian tropism, anatomical distribution, and specific point. High-frequency acupoints were visualized using Origin software. The Apriori algorithm in IBM SPSS Modeler 18.0 was used for association rule analysis of acupoint combinations. Cluster analysis of high-frequency acupoints was performed using IBM SPSS Statistics 26.0. The relationships between high-frequency syndromes and acupoints were visualized using Cytoscape 3.10.0.
RESULTS:A total of 223 studies and 452 prescriptions were included, among which 223 were based on syndrome differentiation. A total of 205 acupoints were included with a cumulative frequency of 4 067. The top five most frequently used acupoints were Baihui (GV20), Sishenzhen, Zhisanzhen, Niesanzhen, and Neiguan (PC6). Acupoints were primarily from Jin's three-needle therapy, the governor vessel, scalp acupuncture, and the foot-taiyang bladder meridian, with a high proportion of acupoints located on the head and neck and the limbs. Among specific point, five-shu points, yuan-source points, and back-shu points were most frequently used. Association rule analysis revealed that the core acupoint group was Sishenzhen-Dingshenzhen-Zhisanzhen-Niesanzhen. Cluster analysis divided the top 20 high-frequency acupoints into four categories: governor vessel activation and brain awakening group, spleen strengthening and heart nourishing group, Jin's three-needle spirit-regulating group, and kidney-reinforcing and marrow-filling group. Clinically, the main syndrome patterns were kidney essence deficiency, hyperactivity of heart and liver fire, phlegm obstructing the heart orifices, dual deficiency of heart and spleen, and liver qi stagnation.
CONCLUSION:The core acupoint prescriptions of acupuncture for ASD are Sishenzhen, Dingshenzhen, Zhisanzhen, and Niesanzhen. The treatment emphasizes spirit regulation and mental tranquility, guided by the principles of harmonizing multiple zang-fu organs, regulating qi and blood, unblocking qi movement, and balancing yin and yang. Syndrome-based acupoint compatibility is recommended in clinical practice.
