基于复杂网络及数据挖掘探讨不宁腿综合征的针灸处方特点
Discussion on the Characteristics of Acupuncture Prescriptions for Restless Leg Syndrome Based on Complex Network and Data Mining
DOI: 10.12677/jcpm.2025.44422, PDF,    科研立项经费支持
作者: 吴 迪:黑龙江中医药大学附属第二医院针灸三科,黑龙江 哈尔滨;王 静:黑龙江省中医药科学院针灸六科,黑龙江 哈尔滨;刘 刚, 盛国滨*:黑龙江中医药大学附属第二医院针灸一科,黑龙江 哈尔滨
关键词: 数据挖掘复杂网络针灸不宁腿综合征处方特点Data Mining Complex Network Acupuncture and Moxibustion Restless Leg Syndrome Prescription Characteristics
摘要: 目的:探究针灸治疗不宁腿综合征的处方规律,为临床腧穴配伍提供依据。方法:检索中国知网、万方数据知识服务平台、维普资讯中文期刊服务平台、Pubmed关于针灸治疗RLS的临床文献,根据纳入、排除标准筛选出相关文献,建立数据库。运用SPSS Modeler18.0软件进行腧穴关联规则分析,并利用Gephi0.9.7软件进行复杂网络分析针灸治疗RLS的腧穴配伍规律特点。结果:共纳入文献46篇,提取54条针灸处方,82个腧穴,总使用频次为476次。高频经脉为足太阳膀胱经,其中足三里的累积运用频次最高。足三里–三阴交、足三里–太冲–三阴交为支持度最高的穴对和穴组。通过复杂网络拓扑结构分析发现足三里、三阴交、阳陵泉、委中、太冲等20个腧穴为针灸治疗RLS的核心节点腧穴。结论:不宁腿综合征针灸处方选穴多集中在下肢,以足三阳经腧穴为主,重视特定穴,体现了针灸治疗应与病症相适应的原则。
Abstract: Objective: To explore the prescription rule of acupuncture and moxibustion in the treatment of restless leg syndrome, and provide the basis for clinical acupoint compatibility. Methods: Clinical literature on acupuncture for restless legs syndrome was retrieved from China Knowledge Network, Wanfang Data Knowledge Service Platform, VipInfo Chinese Journal Service Platform, and Pubmed, and relevant literature was screened according to inclusion and exclusion criteria to establish a database. SPSS Modeler18.0 software was used to analyze the association rules of acupuncture points, and Gephi0.9.7 software was used to conduct complex network analysis of acupuncture point dispensing rules in acupuncture for restless legs syndrome. Results: Finally, 46 papers meeting the criteria were screened, and a total of 54 prescriptions for acupuncture and moxibustion for migraine were extracted, involving 82 acupoints, with a total frequency of 476 acupoints. The acupoints used were mainly from the foot and sun bladder meridians, with the highest cumulative frequency of use of the Tsusanli. The association rule analysis revealed that Tsusanli-Sanyinjiao and Tsusanli-Taichong-Sanyinjiao were the most supported acupoint pairs and acupoint groups. Complex network topology analysis revealed 20 acupoints, including Tsusanli, Sanyinjiao, Yanglingquan, Weizhong, and Taichong, as the core node acupoints for acupuncture treatment of restless leg syndrome. Conclusion: Acupuncture and moxibustion and moxibustion prescriptions for restless legs syndrome mostly focus on the lower limbs, focusing on the points of the Foot Sanyang Channel, and attaching importance to specific points, which reflects the principle that acupuncture and moxibustion and moxibustion treatment should adapt to the disease.
文章引用:吴迪, 王静, 刘刚, 盛国滨. 基于复杂网络及数据挖掘探讨不宁腿综合征的针灸处方特点[J]. 临床个性化医学, 2025, 4(4): 98-107. https://doi.org/10.12677/jcpm.2025.44422

参考文献

[1] Gossard, T.R., Trotti, L.M., Videnovic, A. and St Louis, E.K. (2021) Restless Legs Syndrome: Contemporary Diagnosis and Treatment. Neurotherapeutics, 18, 140-155. [Google Scholar] [CrossRef] [PubMed]
[2] Manconi, M., Garcia-Borreguero, D., Schormair, B., Videnovic, A., Berger, K., Ferri, R., et al. (2021) Restless legs syndrome. Nature Reviews Disease Primers, 7, Article No. 80. [Google Scholar] [CrossRef] [PubMed]
[3] Vlasie, A., Trifu, S., Lupuleac, C., Kohn, B. and Cristea, M. (2021) Restless Legs Syndrome: An Overview of Pathophysiology, Comorbidities and Therapeutic Approaches (Review). Experimental and Therapeutic Medicine, 23, Article No. 185. [Google Scholar] [CrossRef] [PubMed]
[4] Huang, Z., Cao, Q.Q., Zhang, W.C., Wu, Z.H. and Ren, J.K. (2020) Acupuncture and Moxibustion for Restless Legs Syndrome: A Systematic Review and Meta-Analysis Protocol. Medicine, 99, e18827. [Google Scholar] [CrossRef] [PubMed]
[5] Harrison, E.G., Keating, J.L. and Morgan, P.E. (2018) Non-Pharmacological Interventions for Restless Legs Syndrome: A Systematic Review of Randomised Controlled Trials. Disability and Rehabilitation, 41, 2006-2014. [Google Scholar] [CrossRef] [PubMed]
[6] Berger, K., Luedemann, J., Trenkwalder, C., John, U. and Kessler, C. (2004) Sex and the Risk of Restless Legs Syndrome in the General Population. Archives of Internal Medicine, 164, 196-202. [Google Scholar] [CrossRef] [PubMed]
[7] 邵明. 不安腿综合征的诊断与治疗[J]. 中华医学信息导报, 2004(24): 13.
[8] Ohayon, M.M., O’Hara, R. and Vitiello, M.V. (2012) Epidemiology of Restless Legs Syndrome: A Synthesis of the Literature. Sleep Medicine Reviews, 16, 283-295. [Google Scholar] [CrossRef] [PubMed]
[9] 孙远征, 周琛. 针刺联合其他疗法治疗不安腿综合征研究进展[J]. 辽宁中医药大学学报, 2022, 24(2): 5-8.
[10] 王东岩, 王若愚, 何雷, 等. 针灸治疗不安腿综合征研究进展[J]. 辽宁中医药大学学报, 2019, 21(9): 5-8.
[11] 中国国家标准化管理委员会. GB/T 12346-2006腧穴名称与定位[S]. 北京: 中国标准出版社, 2016.
[12] 席瑞, 谢雁鸣, 孙梦华, 等. 基于Apriori算法真实世界连花清瘟胶囊治疗社区获得性肺炎临床用药特征[J]. 中华中医药学刊, 2022, 40(4): 80-84, 261.
[13] 韩鹏, 温静, 吴慧慧, 等. 基于复杂网络探析针灸治疗偏头痛的腧穴配伍规律[J]. 针刺研究, 2022, 47(2): 171-176.
[14] 谭愿. 基于复杂网络分析与数据挖掘技术对电针治疗周围性面瘫腧穴处方规律的研究[D]: [硕士学位论文]. 武汉: 湖北中医药大学, 2022.
[15] 吕庆莉. 数据挖掘与复杂网络的融合及其在中医药领域应用[J]. 中草药, 2016, 47(8): 1430-1436.
[16] 卢鹏丽, 许星舟. 基于精准K核的复杂网络节点重要性评估方法[J]. 兰州理工大学学报, 2022, 48(4): 90-98.
[17] 石玉琳, 胡晓娟, 李军, 等. 基于复杂网络的体检人群疲劳状态症状与证候分布规律研究[J]. 中国中西医结合杂志, 2022, 42(1): 49-55.
[18] 吕燕妮, 胡锦芳, 胥甜甜, 等. 基于K-Core算法回顾性分析真实世界中多黏菌素B对肾功能的影响[J]. 药品评价, 2022, 19(2): 68-72.
[19] Chae, H., Yook, S. and Kim, Y. (2014) Complete Set of Types of Phase Transition in Generalized Heterogeneousk-Core Percolation. Physical Review E, 89, Article ID: 052134. [Google Scholar] [CrossRef] [PubMed]
[20] 王耀巍, 余仁欢, 李爱峰. 辨证论治不安腿综合征[J]. 中医学报, 2022, 37(8): 1601-1605.
[21] 康博, 陈劼. 基于数据挖掘技术分析针刺治疗原发性不宁腿综合征的选穴规律[J]. 广州中医药大学学报, 2021, 38(9): 1911-1917.
[22] 禹善旭(WOOSUNUK). 基于现代文献的足少阳胆经经穴应用规律研究[D]: [博士学位论文]. 济南: 山东中医药大学, 2017.
[23] 于艺, 姜润成, 马春丽, 等. 基于数据挖掘探析针灸治疗经行头痛的选穴规律[J]. 山东中医药大学学报, 2021, 45(3): 347-353.
[24] 闫蔷薇, 王至婉. 复杂网络方法在中医药中的应用与思考[J]. 时珍国医国药, 2017, 28(12): 2978-2980.
[25] 贾越博, 刘林, 白光, 等. 基于数据挖掘探讨胃食管反流病中医证型与用药规律分析[J]. 世界中医药, 2022, 17(15): 2121-2126, 2134.
[26] 王旭杰, 朱宝琛, 李秋艳, 等. 基于复杂网络分析的翁维良治疗缓慢性心律失常核心处方挖掘研究[J]. 中药新药与临床药理, 2022, 33(6): 856-860.
[27] 宋全枚, 张学成, 贾仰理, 等. 基于数据挖掘分析中渚穴现代主治优势病症和配伍规律[J]. 中国中医基础医学杂志, 2022, 28(4): 602-607.