基于数据挖掘的代谢相关性脂肪肝治疗中的穴位选择规则分析。

Q3 Medicine
Yu-Jun He, Jiu-Jie He, Yu-Shan Fan, Fu-Rui Miao, Hui Zhang, Rui Lin, Ning-Jing Qin
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引用次数: 0

摘要

目的:利用数据挖掘技术探索针灸治疗代谢相关性脂肪肝的穴位选择规律:利用数据挖掘技术,探讨针灸治疗代谢相关性脂肪肝(MAFLD)的选穴规律:方法:从PubMed、Embase、Cochrane图书馆、中国知网、万方数据库、VIP数据库、中国生物医学等数据库中收集从开始到2022年11月20日有关针灸治疗代谢相关性脂肪肝的临床研究文献。根据我们的纳入和排除标准,由两名研究成员对文献进行独立筛选和复筛,并对筛选结果进行核对,然后使用 Excel 2019 建立穴位处方数据库。对穴位应用频率、涉及经络、位置和具体穴位进行描述性统计。然后,利用SPSS Modeler18.0软件进行关联规则分析,利用SPSS Statistics 26.0软件对高频穴位进行聚类分析,探讨穴位选择与组合在治疗MAFLD中的特点与规律:共收集到 178 篇论文,包含 130 个穴位,总应用频率为 1 305。排名前五位的穴位是足三里(ST36)、丰隆(ST40)、干支(BL18)、太冲(LR3)和三阴交(SP6)。常用的经络有足阳明胃经、足太阳膀胱经和足太阴脾经。采用的穴位多位于下肢和腹部,以五舒穴和交会穴居多。对高频穴位的关联规则分析表明,在 16 个合格穴位群中,关联度最高的 5 个穴位群分别是 ST36 和 ST40、ST36 和 LR3、ST36 和 SP6、ST40 和 LR3 和 ST36、ST36 和 SP6 和 ST40。此外,聚类分析还得到了 3 个有效聚类:结论:针灸治疗 MAFLD 遵循舒肝健脾、补肾益气、化痰祛湿的治疗原则。以 ST36、ST40、LR3 为核心穴位群,根据证候分型进行穴位组合。这些结果可为临床实践提供有益的参考。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Analysis on acupoint selection rules in the treatment of metabolism-associated fatty liver disease based on data mining.

Objectives: To explore the rules of acupoint selection in the treatment of metabolic-associated fatty liver disease (MAFLD) with acupuncture and moxibustion by using data mining technology.

Methods: The clinical research literature on acupuncture treatment of MAFLD was collected from PubMed, Embase, Cochrane Library, China National Knowledge Infrastructure, Wanfang Database, VIP Database and China Biology Medicine from their inception to November 20, 2022. According to our inclusion and exclusion criteria, the literature was independently screened and re-screened by two research members, and the screened results were checked, followed by establishing an acupoint prescription database using Excel 2019. Descriptive statistics of acupoints applied frequency, involved meridians, locations and specific acupoints were perpormed. Then, SPSS Modeler18.0 software was used to conduct analysis about association rules, and the SPSS Statistics 26.0 software was used to perform cluster analysis on high-frequency acupoints, exploring the characteristics and rules of acupoint selection and combination in the treatment of MAFLD.

Results: Totally, 178 papers were collected, containing 130 acupoints, with a total application frequency of 1 305. The top five acupoints are Zusanli (ST36), Fenglong (ST40), Ganshu (BL18), Taichong (LR3) and Sanyinjiao (SP6). The commonly involved meridians are the Stomach Meridian of Foot Yangming, Bladder Meridian of Foot Taiyang, and Spleen Meridian of Foot Taiyin. The employed acupoints are mostly located in the lower limbs and abdomen, and the five Shu acupoints and crossing acupoints are in the majority. The association rule analysis of high frequency acupoints indicated that of the 16 qualified acupoint groups, the top 5 with close correlation degrees are ST36 and ST40, ST36 and LR3, ST36 and SP6, ST40 and LR3 and ST36, ST36 and SP6 and ST40. Further, 3 effective clusters were obtained by cluster analysis.

Conclusions: Acupuncture and moxibustion treatment of MAFLD follows the therapeutic principles of soothing the liver, invigorating the spleen, tonifying the kidney, and resolving phlegm and removing dampness. The core acupoint group is ST36, ST40 and LR3, and the combination of acupoints is based on syndrome differentiation. These results may provide a useful reference for clinical practice.

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来源期刊
针刺研究
针刺研究 Medicine-Medicine (all)
CiteScore
1.30
自引率
0.00%
发文量
0
期刊介绍: Acupuncture Research was founded in 1976. It is an acupuncture academic journal supervised by the State Administration of Traditional Chinese Medicine, co-sponsored by the Institute of Acupuncture of the China Academy of Chinese Medical Sciences and the Chinese Acupuncture Association. This journal is characterized by "basic experimental research as the main focus, taking into account clinical research and reporting". It is the only journal in my country that focuses on reporting the mechanism of action of acupuncture. The journal has been changed to a monthly journal since 2018, published on the 25th of each month, and printed in full color. The manuscript acceptance rate is about 10%, and provincial and above funded projects account for about 80% of the total published papers, reflecting the latest scientific research results in the acupuncture field and has a high academic level. Main columns: mechanism discussion, clinical research, acupuncture anesthesia, meridians and acupoints, theoretical discussion, ideas and methods, literature research, etc.
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