Analysis of Acupoint Selection and Combinations in Acupuncture Treatment of Piriformis Syndrome: A Protocol for Data Mining

References

• Kirschner JS, Foye PM, Cole JL. Piriformis syndrome, diagnosis and treatment. Muscle Nerve. 2009;40(1):10–18. doi:10.1002/mus.21318
   PubMed Web of Science ®Google Scholar
• Smoll NR. Variations of the piriformis and sciatic nerve with clinical consequence: a review. Clin Anat. 2010;23(1):8–17. doi:10.1002/ca.20893
   PubMed Web of Science ®Google Scholar
• Rodrigue T, Hardy RW. Diagnosis and treatment of piriformis syndrome. Neurosurg Clin N Am. 2001;12(2):311–319. doi:10.1016/S1042-3680(18)30056-1
   PubMed Web of Science ®Google Scholar
• Fusco P, Di Carlo S, Scimia P, Degan G, Petrucci E, Marinangeli F. Ultrasound-guided dry needling treatment of myofascial trigger points for piriformis syndrome management: a case series. J Chiropr Med. 2018;17(3):198–200. doi:10.1016/j.jcm.2018.04.002
   PubMed Web of Science ®Google Scholar
• Leung FT, Mendis MD, Stanton WR, Hides JA. The relationship between the piriformis muscle, low back pain, lower limb injuries and motor control training among elite football players. J Sci Med Sport. 2015;18(4):407–411. doi:10.1016/j.jsams.2014.06.011
   PubMed Web of Science ®Google Scholar
• Shah SS, Consuegra JM, Subhawong TK, Urakov TM, Manzano GR. Epidemiology and etiology of secondary piriformis syndrome: a single-institution retrospective study. J Clin Neurosci. 2019;59:209–212. doi:10.1016/j.jocn.2018.10.069
   PubMed Web of Science ®Google Scholar
• Chang A, Ly N, Varacallo M. Piriformis Injection. StatPearls. Treasure Island (FL): StatPearls Publishing Copyright © 2022, StatPearls Publishing LLC.; 2022.
   Google Scholar
• Kaga M, Ueda T. Effectiveness of hydro-dissection of the piriformis muscle plus low-dose local anesthetic injection for piriformis syndrome: a report of 2 cases. Am J Case Rep. 2022;23:e935346. doi:10.12659/ajcr.935346
   PubMed Web of Science ®Google Scholar
• Zhu Q, Zhu S, Xiong J, et al. Little needle-scalpel for piriformis syndrome: a protocol for systematic review and meta-analysis. Medicine. 2021;100(12):e25242. doi:10.1097/md.0000000000025242
   PubMed Web of Science ®Google Scholar
• Bücker B, Groenewold M, Schoefer Y, Schäfer T. The use of complementary alternative medicine (CAM) in 1 001 German adults: results of a population-based telephone survey. Gesundheitswesen. 2008;70(8–9):e29–e36. doi:10.1055/s-2008-1081505
   PubMed Web of Science ®Google Scholar
• Shu H. Clinical observation on acupuncture treatment of piriformis syndrome. J Tradit Chin Med. 2003;23(1):38–39.
   PubMedGoogle Scholar
• Liu JM, Tian WH, Tian JG, et al. 新九针圆利针与芒针齐刺治疗梨状肌综合征疗效对照观察 [Observation on therapeutic effect of round-sharp needle of new nine-needle and elongated needle for piriformis syndrome with triple puncture method]. Zhongguo Zhen Jiu. 2013;33(5):422–425. Chinese.
   PubMedGoogle Scholar
• Shisheng L, Yaochi W, Jianxiong W. Research progress on acupuncture and moxibustion in the treatment of piriformis syndrome. Chin Med Mod Distance Educ China. 2020;18(14):153–155.
   Google Scholar
• Tu M, Xiong S, Lv S, et al. Acupuncture for major depressive disorder: a data mining-based literature study. Neuropsychiatr Dis Treat. 2023;19:1069–1084. doi:10.2147/ndt.S405728
   PubMedGoogle Scholar
• Yu S, Yang J, Yang M, et al. Application of acupoints and meridians for the treatment of primary dysmenorrhea: a data mining-based literature study. Evid Based Complement Alternat Med. 2015;2015:752194. doi:10.1155/2015/752194
   PubMed Web of Science ®Google Scholar
• He Y, Miao F, Fan Y, et al. Analysis of acupoint selection and combinations in acupuncture treatment of carpal tunnel syndrome: a protocol for data mining. J Pain Res. 2023;16:1941–1948. doi:10.2147/jpr.S411843
   PubMed Web of Science ®Google Scholar
• Lin YH, Wu HC, Hsieh PC, Tzeng IS, Wu SY, Kuo CY. An association rule analysis of combined acupoints for the treatment of patients with dry eye disease. Complement Med Res. 2021;28(4):317–324. doi:10.1159/000512674
   PubMed Web of Science ®Google Scholar
• Feng S, Ren Y, Fan S, et al. Discovery of acupoints and combinations with potential to treat vascular dementia: a data mining analysis. Evid Based Complement Alternat Med. 2015;2015:310591. doi:10.1155/2015/310591
   PubMed Web of Science ®Google Scholar
• Lin H, Wang X, Mo Y, et al. Acupuncture for primary osteoporosis: evidence, potential treatment prescriptions, and mechanisms. Evid Based Complement Alternat Med. 2019;2019:2705263. doi:10.1155/2019/2705263
   PubMed Web of Science ®Google Scholar
• Wang YC, Wu CC, Huang AP, Hsieh PC, Kung WM. Combination of acupoints for alzheimer’s disease: an association rule analysis. Front Neurosci. 2022;16:872392. doi:10.3389/fnins.2022.872392
   PubMed Web of Science ®Google Scholar
• Lu PH, Keng JL, Tsai FM, Lu PH, Kuo CY, Xu Y. An apriori algorithm-based association rule analysis to identify acupoint combinations for treating diabetic gastroparesis. Evid Based Complement Alternat Med. 2021;2021:6649331. doi:10.1155/2021/6649331
   PubMed Web of Science ®Google Scholar
• Chen J, Xie Y, Lin Q, et al. Investigating acupoint selection and combinations of acupuncture for tic disorders: an association rule mining and network analysis study. Front Neurol. 2022;13:894951. doi:10.3389/fneur.2022.894951
   PubMed Web of Science ®Google Scholar
• Xueyong S. Meridian and Collaterals, Acupoints. Beijing: China Medical Science and Technology Press; 2020.
   Google Scholar
• Sterne JAC, Savović J, Page MJ, et al. RoB 2: a revised tool for assessing risk of bias in randomised trials. BMJ. 2019;366:l4898. doi:10.1136/bmj.l4898
   PubMed Web of Science ®Google Scholar
• Aldashash F, Elraie M. Solitary osteochondroma of the proximal femur causing sciatic nerve compression. Ann Saudi Med. 2017;37(2):166–169. doi:10.5144/0256-4947.2017.166
   PubMed Web of Science ®Google Scholar
• Parlak A, Aytekin A, Develi S, Ekinci S. Piriformis syndrome: a case with non-discogenic sciatalgia. Turk Neurosurg. 2014;24(1):117–119. doi:10.5137/1019-5149.Jtn.7904-13.0
   PubMed Web of Science ®Google Scholar
• Ozisik PA, Toru M, Denk CC, Taskiran OO, Gundogmus B. CT-guided piriformis muscle injection for the treatment of piriformis syndrome. Turk Neurosurg. 2014;24(4):471–477. doi:10.5137/1019-5149.Jtn.8038-13.1
   PubMed Web of Science ®Google Scholar
• Ro TH, Edmonds L. Diagnosis and management of piriformis syndrome: a rare anatomic variant analyzed by magnetic resonance imaging. J Clin Imaging Sci. 2018;8:6. doi:10.4103/jcis.JCIS_58_17
   PubMed Web of Science ®Google Scholar
• Nazlıkul H, Ural FG, Öztürk GT, Öztürk ADT. Evaluation of neural therapy effect in patients with piriformis syndrome. J Back Musculoskelet Rehabil. 2018;31(6):1105–1110. doi:10.3233/bmr-170980
   PubMed Web of Science ®Google Scholar
• Cox J, Varatharajan S, Côté P, Collaboration O; Optima Collaboration. Effectiveness of acupuncture therapies to manage musculoskeletal disorders of the extremities: a systematic review. J Orthop Sports Phys Ther. 2016;46(6):409–429. doi:10.2519/jospt.2016.6270
   PubMed Web of Science ®Google Scholar
• Macone A, Otis JAD. Neuropathic Pain. Semin Neurol. 2018;38(6):644–653. doi:10.1055/s-0038-1673679
   PubMed Web of Science ®Google Scholar
• Kaptchuk TJ. Acupuncture: theory, efficacy, and practice. Ann Intern Med. 2002;136(5):374–383. doi:10.7326/0003-4819-136-5-200203050-00010
   PubMed Web of Science ®Google Scholar
• Asghar AU, Green G, Lythgoe MF, Lewith G, Mac Pherson H. Acupuncture needling sensation: the neural correlates of deqi using fMRI. Brain Res. 2010;1315:111–118. doi:10.1016/j.brainres.2009.12.019
   PubMed Web of Science ®Google Scholar
• Bayardo Roberto J, Rakesh A. Mining the most interesting rules. Proceedings of the fifth ACM SIGKDD international conference on Knowledge discovery and data mining. San Diego, California, USA: Association for Computing Machinery; 1999: 145–154.
   Google Scholar
• Agrawal R, Imielinski T, Swami A. Mining association rules between sets in large databases. In Proc. the ACM SIGMOD Conf. Management of Data. May 1993; 207–216.
   Google Scholar
• Lu PH, Chen YY, Tsai FM, et al. Combined acupoints for the treatment of patients with obesity: an association rule analysis. Evid Based Complement Alternat Med. 2022;2022:7252213. doi:10.1155/2022/7252213
   PubMed Web of Science ®Google Scholar
• González Santa Cruz F, Moral-Cuadra S, Choque Tito J, López-Guzmán T. Gastronomic motivations and perceived value of Foreign Tourists in the City of Oruro (Bolivia): an analysis based on structural equations. Int J Environ Res Public Health. 2020;17(10):3618. doi:10.3390/ijerph17103618
   PubMed Web of Science ®Google Scholar
• Pett MA, Lackey NR, Sullivan JJ. Making Sense of Factor Analysis: The Use of Factor Analysis for Instrument. In: Development in Health Care Research. Sage publications; 2003.
   Google Scholar
• Zhang W, Fang HB, Song J. Principal component tests: applied to temporal gene expression data. BMC Bioinform. 2009;10(Suppl 1):S26. doi:10.1186/1471-2105-10-s1-s26
   PubMedGoogle Scholar
• Wu L, Liang W, Chen W, et al. Screening and analysis of the marker components in ganoderma lucidum by HPLC and HPLC-MS(n) with the aid of chemometrics. Molecules. 2017;22(4). doi:10.3390/molecules22040584
   Web of Science ®Google Scholar
• Hu Y, Liu X, Yang J, Xiao K, Wang B, Du H. Development and characterization of a duplex PCR assay in Chinese sturgeon (Acipenser sinensis) for genetic analysis. Sci Rep. 2020;10(1):3451. doi:10.1038/s41598-020-60401-y
   PubMed Web of Science ®Google Scholar
• Pirhadi S, Shiri F and Ghasemi JB. Multivariate statistical analysis methods in QSAR. RSC Adv. 2015;5(127):104635–104665. doi:10.1039/C5RA10729F
   Web of Science ®Google Scholar