Skip to main content
SpringerLink
Log in

Data mining for points-selection rules in acupuncture treatment of mammary gland hyperplasia

基于数据挖掘探讨针刺治疗乳腺增生病选穴规律分析

  • Literature Study
  • Published:
Journal of Acupuncture and Tuina Science Aims and scope Submit manuscript

Abstract

Objective

To explore and analyze the points-selection rules in acupuncture treatment of mammary gland hyperplasia (MGH) by data mining and statistical method.

Methods

Clinical literatures about the treatment of MGH with acupuncture published in the recent 16 years were retrieved from Chinese Journal Full-text Database (CJFD) and established into a database by Excel. The SPSS 20 version software and Clementine 12.0 version software were adopted to analyze the frequency and association rules of points-selection in the treatment of MGH with acupuncture.

Results

The top 3 points used most frequently in acupuncture treatment of MGH were Danzhong (CV 17), Taichong (LR 3) and Zusanli (ST 36); points from the Stomach Meridian of Foot Yangming and Liver Meridian of Foot Jueyin were most commonly used; the commonly selected points were predominantly distributed in thoracic and abdominal regions and lower limbs; emphasis on the combination use of local and distal points; of the specific points, the five Shu-Transmitting points were mostly used; association analysis showed that the associations among Taichong (LR 3), Danzhong (CV 17) and Zusanli (ST 36) were the most significant.

Conclusion

The data mining results substantially accord with the general rules of acupuncture-moxibustion theories in traditional Chinese medicine, able to reflect the points-selection principles and features in acupuncture treatment of MGH and provide evidence for the points selection in the treatment of MGH in acupuncture clinic.

摘要

目的

运用数据挖掘技术及统计学方法, 分析并挖掘针刺治疗乳腺增生的选穴规律。

方法

检索中国期 刊全文数据库近16 年针刺治疗乳腺增生的临床文献, 运用Excel 软件建立文献数据库。使用SPSS 20 和Clementine 12.0 软件对针刺治疗乳腺增生腧穴处方进行频数统计分析和关联规则分析。

结果

针刺治疗乳腺增生腧穴中使 用频次最高的前3 位穴位为膻中、太冲和足三里; 以足阳明胃经、足厥阴肝经穴位选用最多; 常用穴位主要分布 在胸腹部和下肢; 重视局部选穴和远端取穴相配合; 特定穴中五输穴的使用最多; 关联规则分析显示穴位间相关 性最高的是太冲、膻中和足三里。

结论

数据挖掘的结果与传统医学中针灸治疗理论的一般规律基本相符, 能够 反映针刺治疗乳腺增生病的取穴特点及规律, 为临床针刺治疗乳腺增生病选穴提供依据。

This is a preview of subscription content, log in via an institution to check access.

Access this article

Log in via an institution

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Institutional subscriptions

Similar content being viewed by others

References

  1. Huang M, Jin WJ, Yang XD, Wang LY. Research progress of Chinese medicine periodical therapy for mammary gland hyperplasia. Yunnan Zhongyi Zhongyao Zazhi, 2013, 34(1): 78–79.

    Google Scholar 

  2. Du C, Li Z, Wang S, Zhou Z, Wang J, Dong J, Chen C. Tongshu capsule down-regulates the expression of estrogen receptor alpha and suppresses human breast cancer cell proliferation. PloS One, 2014, 9(8): e104261.

    Article  PubMed  PubMed Central  Google Scholar 

  3. Fu ZW, Yuan DP. Research progress of Chinese medicine in treating mammary gland hyperplasia. Hubei Minzu Xueyuan Xuebao (Yixueban), 2014, 31(1): 80–82.

    Google Scholar 

  4. Henry NL. Endocrine therapy toxicity: management options. Am Soc Clin Oncol Educ Book, 2014, 34: e25–e30.

    Article  Google Scholar 

  5. Gu LY, Yi JL, Fan YH, Zhang LD. Research progress on traditional Chinese medicine therapies for mammary gland hyperplasia. Liaoning Zhongyiyao Daxue Xuebao, 2014, 16(1): 173–176.

    Google Scholar 

  6. Liu Q, Zhang LD, Gu LY. Discuss the relation between acupuncture of treatment based on syndrome differentiation of mammary gland hyperplasia and the level of estrogen. Liaoning Zhongyiyao Daxue Xuebao, 2016, 18(2): 54–58.

    Google Scholar 

  7. Guo JP. Acupuncture therapy combined with Xiao Yao Wan for mammary gland hyperplasia: a randomized controlled study. Shiyong Zhongyi Neike Zazhi, 2015, 29(11): 146–147.

    Google Scholar 

  8. Li YJ, Luo Y, Fan L. Thirty cases of mammary gland hyperplasia treated with acupuncture plus collateral bloodletting. Zhongguo Zhen Jiu, 2015, 35(12): 1251–1252.

    PubMed  Google Scholar 

  9. Li YF, Ai BW. Therapeutic observation of electroacupuncture plus topical laser treatment for hyperplasia of mammary glands. Shanghai Zhenjiu Zazhi, 2015, 34(4): 348–350.

    Google Scholar 

  10. Zhang LQ. Clinical efficacy of acupuncture plus supplemented Xiao Yao San for hyperplasia of mammary gland. Neimenggu Yike Daxue Xuebao, 2015, 37(S1): 263–265.

    Google Scholar 

  11. Hou MY. Clinical observation of acupuncture plus medication for 30 cases of mammary gland hyperplasia. Shiyong Zhongxiyi Jiehe Linchuang, 2015, 15(7): 49–50.

    Google Scholar 

  12. Deng JL. Therapeutic observation of acupuncture for 50 cases of mammary gland hyperplasia. Hunan Zhongyi Zazhi, 2015, 31(6): 83–84.

    Google Scholar 

  13. Wang YH. Clinical observation of 54 cases of mammary gland hyperplasia treated with acupuncture and fire needle therapy. Shanxi Datong Daxue Xuebao (Ziran Kexue Ban), 2015, 31(1): 43–44, 66.

    CAS  Google Scholar 

  14. Zhang JN, Wang Y, Cheng XM, Li X, Chen JR. Effect of follicular phase follicle stimulating hormone and luteinizing hormone in patients with mammary glands treated by Hua Yu Shu Gan San Jie decoction combined with acupuncture. Hubei Zhongyiyao Daxue Xuebao, 2014, 16(4): 28–30.

    Google Scholar 

  15. Shang YQ. Clinical observation of muskmelon arrowhead pill combined with acupuncture for treatment of hyperplasia of mammary glands. Zhongguo Shequ Yishi, 2014, 30(14): 85.

    Google Scholar 

  16. Wan H, Zhang LJ. Forty cases of mammary gland hyperplasia treated with fire-needle therapy plus acupuncture. Shanghai Zhenjiu Zazhi, 2014, 33(1): 63.

    Google Scholar 

  17. Xiao WM. Therapeutic observation of 60 cases of mammary gland hyperplasia treated with acupuncture plus medication. Sichuan Zhongyi, 2014, 32(5): 169–170.

    Google Scholar 

  18. Ouyang XY. Twenty-three cases of mammary gland hyperplasia treated with acupuncture plus cupping. Zhongguo Xiangcun Yiyao, 2014, 21(4): 54.

    Google Scholar 

  19. Qian JH, Wang Y. Thirty cases of female mammary gland hyperplasia treated majorly with acupuncture. Zhongguo Zhen Jiu, 2013, 33(6): 539–540.

    PubMed  Google Scholar 

  20. Liu LN. Twenty-six cases of mammary gland hyperplasia treated with acupuncture plus Xiaoyao Loubei powder. Shiyong Zhongyiyao Zazhi, 2013, 29(3): 172.

    CAS  Google Scholar 

  21. Qin DH, Li X, Zhang FM, Lü ZX, Chen JR. Effect of Huayu Shugan Sanjie decoction plus acupuncture on nail fold microcirculation in patients with mammary gland hyperplasia. Hubei Zhongyi Zazhi, 2013, 35(7): 33–34.

    Google Scholar 

  22. Wang YP. Acupuncture at Ashi points for 135 cases of mammary gland hyperplasia. Zhongguo Zhongyiyao Xiandai Yuancheng Jiaoyu, 2013, 11(16): 73–74.

    Google Scholar 

  23. Zhang CX, Li XQ, Sun L, Zhang YC. Clinical observation on balance acupuncture and Gui Zhi Fu Ling Wan for cystic hyperplasia of mammary glands. Xibu Zhongyiyao, 2013, 26(8): 111–113.

    Google Scholar 

  24. Li X. Thirty-five mammary gland hyperplasia treated with acupuncture plus periodical therapy. Zhongyi Waizhi Zazhi, 2013, 22(5): 30–31.

    Google Scholar 

  25. Zang P. Therapeutic observation of acupuncture plus wheat-sized moxibustion for mammary gland hyperplasia due to liver depression and phlegm accumulation. Shanghai Zhenjiu Zazhi, 2013, 32(12): 1049.

    Google Scholar 

  26. Song YH, Liu XY. Clinical observation gynecological formula 1 plus acupuncture for lobular hyperplasia of mammary gland due to liver depression. Sichuan Zhongyi, 2013, 31(11): 95–96.

    Google Scholar 

  27. Qi CJ, Liu JY, Wang Q, Wang Y, Chen JR. Huayu Shugan Sanjie decoction plus acupuncture and nursing for hyperplasia of mammary gland. Hubei Zhongyi Zazhi, 2013, 35(7): 67–68.

    Google Scholar 

  28. Zhang ZM, Huang NN, Huang Y. Observations on the therapeutic effect of acupuncture on qi stagnation-type hyperplasia of mammary glands. Shanghai Zhenjiu Zazhi, 2012, 31(10): 730–731.

    Google Scholar 

  29. Xiong W. Therapeutic summary of Jia Wei Xiao Yao powder combined with acupuncture on 73 patients with breast hyperplasia. Hunan Zhongyi Zazhi, 2012, 28(1): 8–9.

    Google Scholar 

  30. Su XH, Gong DF, Qin XL. Therapeutic observation on bee-sting therapy plus acupuncture for hyperplasia of mammary glands due to liver-qi stagnation. Shanghai Zhenjiu Zazhi, 2012, 31(6): 393–394.

    Google Scholar 

  31. Huang GX. Fifty-four cases of mammary gland hyperplasia treated with acupuncture at eight navel points plus thread embedding at Back-Shu points. Zhongguo Zhongyiyao Keji, 2011, 18(1): 78–79.

    CAS  Google Scholar 

  32. Zhao W, Jiao BK. Acupuncture at mammary gland points plus medicinal mask for 105 cases of mammary gland hyperplasia. Xiandai Zhongxiyi Jiehe Zazhi, 2011, 20(8): 981–982.

    Google Scholar 

  33. Liu MJ, Peng L, Mu JP, Cheng JM, Zheng S, Yang JX. Acupuncture combined with scraping in the treatment of breast hyperplasia. Zhenjiu Linchuang Zazhi, 2011, 27(12): 4–6.

    Google Scholar 

  34. Dong L. Therapeutic observation of acupuncture plus microwave for mammary gland hyperplasia. Xiandai Yiyao Weisheng, 2011, 27(3): 419.

    Google Scholar 

  35. Zheng FR, Gong DF. Observation on efficacy of acupuncture for hyperplasia of mammary glands. J Acupunct Tuina Sci, 2011, 9(5): 312–314.

    Article  Google Scholar 

  36. Zhang WH, Wang SX, Li Y, Li FQ. Effect of electroacupuncture on coagulated mild, pain threshold and serum IL-2 in mammary gland hyperplasia. Sichuan Zhongyi, 2011, 29(10): 118–119.

    Google Scholar 

  37. Liang C, Chen L. Seventy-nine patients with mammary gland hyperplasia treated with acupuncture plus medication. Shiyong Zhongyi Neike Zazhi, 2011, 25(8): 91–92.

    Google Scholar 

  38. Chen LM, Xing HQ, Wu JM, Yu GH. Forty-four cases of mammary gland hyperplasia treated with acupuncture plus Chaihu Zaoci decoction. Shandong Zhongyi Zazhi, 2011, 30(12): 859–861.

    CAS  Google Scholar 

  39. Xue H, Li FQ, Zhang WH. Standardized electroacupuncture in the treatment of hyperplasia of mammary glands. Zhenjiu Linchuang Zazhi, 2011, 27(11): 28–30.

    Google Scholar 

  40. Zhao JP, Xu JY. Bloodletting with three-edge needle plus swift needling for 63 cases of mammary gland hyperplasia. Sichuan Zhongyi, 2011, 29(12): 105–106.

    Google Scholar 

  41. Zhang WH, Li Y, Wang SX, Li FQ. Therapeutic observation of standardized electroacupuncture protocol for mammary gland hyperplasia. Liaoning Zhongyi Zazhi, 2011, 38(9): 1881–1882.

    Google Scholar 

  42. Nong ZN. Fifty-four cases of mammary gland hyperplasia treated with blade-needle acupuncture at Back-Shu points. Zhongguo Zhongyiyao Xiandai Yuancheng Jiaoyu, 2011, 9(12): 38–39.

    Google Scholar 

  43. Hou GY, Cao L, Liu YP, Ma XQ, Li HJ. Sixty cases of mammary gland hyperplasia treated with acupuncture plus external application with Chinese medication. Zhongguo Zhongyiyao Keji, 2011, 18(4): 363–364.

    Google Scholar 

  44. Liu QC, Dong GW. Intake of Chinese medication plus acupuncture for 120 cases of mammary gland hyperplasia. Zhongguo Shiyong Yiyao, 2011, 6(12): 157–158.

    Google Scholar 

  45. Liu ZX. Mammary gland hyperplasia treated with Wu Hu Qin Yang method. Neimenggu Zhongyiyao, 2011, 30(4): 38–39.

    Google Scholar 

  46. Wang HM. Therapeutic observation of self-made Ru Pi Xiao plus acupuncture for 85 cases of mammary gland hyperplasia. Zhongguo Shequ Yishi (Yixue Zhuanye), 2010, 12(14): 137.

    Google Scholar 

  47. Jiao BK, Zhao W, Qi XY, Hu GC, Zhang YM. Acupuncture at mammary gland points plus local fire-needle treatment for 350 cases of mammary gland hyperplasia. Hebei Zhongyiyao Xuebao, 2010, 25(3): 38–39.

    Google Scholar 

  48. Mnyinuer Murat. Therapeutic observation of acupuncture plus auricular point therapy for 49 cases of mammary gland hyperplasia. Xinjiang Zhongyiyao, 2010, 28(6): 26–27.

    Google Scholar 

  49. Wang XY. Fifty cases of mammary gland hyperplasia treated with Ping Xiao capsule plus acupuncture. Xiandai Zhongyiyao, 2010, 30(4): 56.

    Google Scholar 

  50. Chen XS. Acupuncture plus Chinese herbal medicine for 133 cases of mammary gland hyperplasia. Zhenjiu Linchuang Zazhi, 2010, 26(3): 18–19.

    Google Scholar 

  51. Li YX. Fifty-three cases of mammary gland hyperplasia treated with acupuncture plus abdominal acupuncture. Shanghai Zhenjiu Zazhi, 2010, 29(2): 115.

    CAS  Google Scholar 

  52. Guo Q. Breast nodules treated by acupuncture combined with drugs. Shaanxi Zhongyi, 2009, 30(7): 875–876.

    Google Scholar 

  53. Jiang JC, Lao PL, Zou YQ, Huang Y. Clinical observations on Shaoze (SI 1) bloodletting plus acupuncture for treatment of mammary lobular hyperplasia. Shanghai Zhenjiu Zazhi, 2009, 28(4): 203–204.

    Google Scholar 

  54. Shen BQ, Cao SF, Li ML. Forty cases of mammary gland hyperplasia treated with acupuncture plus Chinese medication iontophoresis. Shaanxi Zhongyi, 2009, 30(11): 1521–1522.

    Google Scholar 

  55. Liu CZ. Clinical study on treating galactophore hyperplasia with acupuncture of midnight-noon ebb-flow 'Najia method'. Yichun Xueyuan Xuebao, 2009, 31(4): 105–106.

    Google Scholar 

  56. Si HJ, Liu L. Treating breast cystic hyperplasia 186 cases by acupuncture. Zhenjiu Linchuang Zazhi, 2009, 25(8): 17, 58.

    Google Scholar 

  57. Li YR. Seventy-six cases of mammary gland hyperplasia treated with acupuncture plus Guizhi Fuling capsule. Shaanxi Zhongyi, 2009, 30(5): 593–594.

    CAS  Google Scholar 

  58. He CY, Wu XR. Acupuncture and manipulation treat mammary glands. Zhejiang Zhongyiyao Daxue Xuebao, 2009, 33(2): 261–262.

    Google Scholar 

  59. Lü MZ. Jiaji points (EX-B 2) plus Renying (ST 9) for 60 cases of mammary gland hyperplasia. Sichuan Zhongyi, 2009, 27(4): 109–110.

    Google Scholar 

  60. Tang XW. Observation of effectiveness of acupuncture point and sticking therapy on hyperplasia of mammary glands. Zhenjiu Linchuang Zazhi, 2009, 25(6): 5–7, 54.

    Google Scholar 

  61. Xiang GZ, Wang N. Eighty-six cases of mammary gland hyperplasia treated with acupuncture-moxibustion and massage. Zhongguo Zhen Jiu, 2009, 29(S1): 68.

    Google Scholar 

  62. Wang JP. Two-step therapy for 136 cases of mammary gland hyperplasia. Zhongguo Zhen Jiu, 2008, 28(S1): 118.

    Google Scholar 

  63. Lin KH. Acupuncture plus medication for 116 cases of mammary gland hyperplasia. Hebei Zhongyi, 2008, 30(1): 30.

    CAS  Google Scholar 

  64. Zhang LF, Song AF, Wang ZH, Lu Y. Effects of the needling method for regulating kidney and smoothing liver on endocrine and immunefunctions in the patient with hyperplasia of mammary glands. Zhongguo Zhen Jiu, 2008, 28(9): 648–652.

    CAS  PubMed  Google Scholar 

  65. Wen P, Wu XF, Liu MF. 41 cases of the treatments for galactophore hyperplasia by acupuncture and clubs needle therapy and cupping on the back. Zhenjiu Linchuang Zazhi, 2008, 24(7): 19–20.

    Google Scholar 

  66. Zai N, Dili MLT. Acupuncture plus ultrasound for 81 cases of mammary gland hyperplasia. Shiyong Tengtong Zazhi, 2008, 4(4): 286.

    Google Scholar 

  67. Zheng FR, Gong DF. Clinical observations on treatment of mastoplasia by acupuncture plus electromagnetotherapy. Shanghai Zhenjiu Zazhi, 2008, 27(6): 13–14.

    CAS  Google Scholar 

  68. Zhang WH, Guo YM, Guo XR, Guo CJ, Li QY. Acupuncture at Wuyi (ST 15) and Rugen (ST 18) and other points for 1 678 cases of mammary gland hyperplasia. Shaanxi Zhongyi, 2007, 28(6): 714–716.

    CAS  Google Scholar 

  69. Zhao HL. Acupuncture plus medication for mammary gland hyperplasia. Zhongyi Zazhi, 2007, 48(5): 402.

    Google Scholar 

  70. Yang XM. Acupuncture for mammary gland hyperplasia. Yixue Xinxi, 2007, 20(1): 153.

    Google Scholar 

  71. Cao GJ, Zhang F, Wang HY. Acupuncture plus medication for 102 cases of mammary gland hyperplasia. Henan Zhongyi, 2007, 27(2): 61–62.

    Google Scholar 

  72. Xue HF. Acupuncture for 120 cases of mammary gland hyperplasia. Henan Zhongyi, 2007, 27(6): 62.

    Google Scholar 

  73. Cheng ZH, Huang YH, Huang AP, Li BW. Clinical observation of hyperplasia of mammary glands treated by acupuncture. Zhongguo Zhongyiyao Xiandai Yuancheng Jiaoyu, 2007, 5(4): 5–6.

    Google Scholar 

  74. Xu HM. Acupuncture plus medication for 60 cases of mammary gland hyperplasia. Henan Zhongyi, 2007, 27(7): 36–37.

    Google Scholar 

  75. Chen JR, Li XQ, Luo ZR. Clinical observation of Huayu Shugan Sanjie decoction plus acupuncture in treating mammary gland hyperplasia. Hubei Zhongyi Zazhi, 2007, 29(9): 22.

    Google Scholar 

  76. Wang L, Long T. Twenty-eight cases of mammary gland hyperplasia treated with acupuncture. Shandong Zhongyi Zazhi, 2007, 26(10): 691.

    Google Scholar 

  77. Huo GR, Bao AM. Sixty cases of mammary gland hyperplasia treated with acupuncture plus Mongolian medication. Zhongguo Minjian Liaofa, 2007, 15(8): 51–52.

    Google Scholar 

  78. Wang MJ, Cao DM, Zhang PL. Clinical observation on stagnation of liver-qi and phlegm of hyperplasia of mammary glands through pricking method on Ganshu (BL 18) and Gaohuangshu (BL 43). Henan Zhongyi, 2006, 26(11): 28–30.

    Google Scholar 

  79. Yu L. Thirty-one cases of mammary gland hyperplasia treated with acupuncture. Xiandai Yiyao Weisheng, 2006, 22(12): 1871–1872.

    Google Scholar 

  80. Wang MZ. Acupuncture plus physical therapy for 45 cases of mammary gland hyperplasia. Shanghai Zhenjiu Zazhi, 2006, 25(1): 34.

    Google Scholar 

  81. Sun SH, Jiang Q. Clinical observation of 62 cases with cyclomastopathy treated with acupuncture and Chinese herbs. Zhenjiu Linchuang Zazhi, 2005, 21(5): 37.

    Google Scholar 

  82. Wang JY, Zhi CN. Twenty-two cases of mammary gland hyperplasia treated with acupuncture. Jilin Zhongyiyao, 2005, 25(6): 42.

    Google Scholar 

  83. Wang Y. Acupuncture for treatment of hyperplasia of mammary gland and its effects on images and hemodynamics in the mammary gland. Zhongguo Zhen Jiu, 2005, 25(9): 619–621.

    PubMed  Google Scholar 

  84. Zhang XY, Sun XJ. Twenty-five cases of mammary gland hyperplasia treated with magnetic pole needle. Shaanxi Zhongyi Xueyuan Xuebao, 2005, 28(4): 50.

    Google Scholar 

  85. Huang LY. Clinical observation on acupuncture for mammary gland hyperplasia. Zhongguo Ziran Yixue Zazhi, 2005, 7(2): 165.

    Google Scholar 

  86. Wang MZ, Liu CQ, Chen Y. Treatment of 38 cases of mammary gland hyperplasia with acupuncture and moxibustion based on syndrome differentiation. Shanghai Zhenjiu Zazhi, 2005, 24(4): 11.

    Google Scholar 

  87. Yuan HY. Clinical observation of magnetic pole needle acupuncture plus Chinese medication application for 92 cases of mammary gland hyperplasia. Xiandai Zhongyiyao, 2005, 25(2): 48–49.

    Google Scholar 

  88. Hu Y, Zheng SR. Treatment of 60 cases of breast nodules with acupuncture. Sichuan Zhongyi, 2004, 22(6): 91.

    Google Scholar 

  89. Zhang XH. Clinical observation of surrounding needling for 40 cases of lobular hyperplasia of mammary gland. Zhenjiu Linchuang Zazhi, 2004, 20(2): 35–36.

    Google Scholar 

  90. Guo YK, Dai RJ. Novel study on the treatment of 195 cases of mammary gland hyperplasia. Weisheng Zhiye Jiaoyu, 2004, 22(6): 91–92.

    Google Scholar 

  91. Cai ZH, Yang MY, Wu Y, He PR. Clinical observation on treatment of hyerplasis of mammary glands by puncturing with a red-hot needle. Jilin Zhongyiyao, 2004, 24(8): 42–43.

    Google Scholar 

  92. Du BJ, Feng D. Clinical study on acupuncture plus Chinese medication Rupi Neixiao decoction for 86 cases of mammary gland hyperplasia. Zhenjiu Linchuang Zazhi, 2004, 20(7): 33.

    Google Scholar 

  93. Zhang M, Wang XL. 60 patients with hyperplasia of mammary glands treated with acupuncture combined with TCM. Zhenjiu Linchuang Zazhi, 2004, 20(7): 3, 33.

    Google Scholar 

  94. Li CY, Liu K. Fifty cases of mammary gland hyperplasia treated with acupuncture plus Chinese medication. Shiyong Zhongyi Neike Zazhi, 2004, 18(4): 376.

    Google Scholar 

  95. Chen TA. Observation of acupuncture plus medication for 138 cases of mammary gland hyperplasia. Shiyong Zhongyiyao Zazhi, 2004, 20(11): 619.

    Google Scholar 

  96. Zhou JP, Yang H. Acupuncture plus medication for 37 cases of mammary gland hyperplasia. Guangxi Zhongyiyao, 2004, 27(6): 35.

    CAS  Google Scholar 

  97. Xu XD, Liu D, Xie JH, Sun LJ. Clinical observation on treatment of hyperplasia of mammary glands by acupuncture in combination with massage in 36 cases. Jilin Zhongyiyao, 2003, 23(12): 38.

    Google Scholar 

  98. Wang YM. Acupuncture plus medication for 69 cases of mammary gland hyperplasia. Sichuan Zhongyi, 2003, 21(3): 78.

    Google Scholar 

  99. Wang LQ, Zhang R, Wang YH. Shu Gan San Jie method plus acupuncture for mammary gland hyperplasia. Shandong Zhongyi Zazhi, 2003, 23(5): 290–291.

    Google Scholar 

  100. Chen XM, Zhang P, Bi SG. Warm needling in treating 100 cases of mammary gland hyperplasia. Hebei Zhongyi, 2003, 25(10): 765–766.

    Google Scholar 

  101. Ni WF. Acupuncture for navel application with Chinese medication for 69 cases of mammary gland hyperplasia. Liaoning Zhongyi Zazhi, 2003, 30(7): 588.

    Google Scholar 

  102. Zhang XJ. San He Xiao He method for 600 cases of mammary gland hyperplasia. Xiandai Zhongyiyao, 2003, 23(6): 38–39.

    Google Scholar 

  103. Zhao ZF. Surrounding needling plus electroacupuncture for 108 cases of mammary gland hyperplasia. Neimenggu Zhongyiyao, 2002, 24(10): 50–55.

    Google Scholar 

  104. Lü GP, Long JJ. Clinical observation on 50 cases of hyperplastic mastosis treated by acupuncture with stress on Wuyi (ST 15). Zhongyiyao Tongbao, 2002, 1(4): 60–61.

    Google Scholar 

  105. Hou GY. Acupuncture plus Kangwei electronic moxibustion for 32 cases of lobular hyperplasia of mammary gland. Zhenjiu Linchuang Zazhi, 2002, 18(8): 58.

    Google Scholar 

  106. Hou YT, Liu H, Huang FL, Huang P. Efficacy of acupuncture in treating lobular hyperplasia of mammary gland and X-ray examination analysis. Zhongguo Meitan Gongye Yixue Zazhi, 2002, 5(5): 507.

    Google Scholar 

  107. Wu HG, Liu LM, Li YG. Twenty cases of lobular hyperplasia of mammary gland treated with acupuncture. Baotou Yixue, 2002, 26(3): 123.

    Google Scholar 

  108. Wang JC. Acupuncture at Rugen (ST 18) for 120 cases of mammary gland hyperplasia. Shanghai Zhenjiu Zazhi, 2001, 20(5): 21.

    Google Scholar 

  109. Gong DF, Li SH, Lu ZH. Research of treating hyperplasia of mammary glands with acupuncture by harmonizing Chong and Ren Channels. Zhongguo Zhongyi Jichu Yixue Zazhi, 2001, 7(11): 51–52.

    Google Scholar 

  110. Liu FB, Fu MX. Clinical observation of G6805 plus TDP for 128 cases of mammary gland hyperplasia. Zhenjiu Linchuang Zazhi, 2001, 17(8): 36–37.

    Google Scholar 

  111. Guo YM, Guo CJ. Clinical observation of acupuncture for 1 076 cases of mammary gland hyperplasia. Shaanxi Zhongyi Xueyuan Xuebao, 2001, 24 (2): 30.

    CAS  Google Scholar 

  112. Ju CQ, Zhou B, Zhou P. Fifty-two cases of mammary gland hyperplasia treated with acupuncture plus medication. Sichuan Zhongyi, 2000, 18(3): 37.

    Google Scholar 

  113. Yu BL, Jin XH, Li MH, Yu ML, Yang SM, Jia YL. Acupuncture treatment for mammary gland hyperplasia and the observation. Zhongguo Zhen Jiu, 2000, 20(11): 668.

    Google Scholar 

  114. Liu LJ, Kang EZ. Clinical observation on long-term therapeutic effect of electroacupuncture treatment for hyperplasia of mammary glands. Zhongguo Zhen Jiu, 2000, 20(6): 19–20.

    Google Scholar 

  115. Liu Y. Clinical observation of acupuncture plus medication for mammary gland hyperplasia (lobular hyperplasia of mammary gland). Guiyang Zhongyi Xueyuan Xuebao, 2000, 22(1): 46–47.

    Google Scholar 

  116. Hong TT. Thirty cases of lobular hyperplasia treated with acupuncture plus SIL-2 infrared apparatus. Fujian Zhongyiyao, 2000, 31(4): 22–23.

    Google Scholar 

  117. Huang CP, Wu SM. Acupuncture for 100 cases of mammary gland hyperplasia. Shandong Yiyao, 2000, 40(14): 67–68.

    Google Scholar 

  118. Gong XW, Yang QH, Xu YJ, Huang J. Medication rule for treating liver depression and spleen deficiency of fatty liver disease based on data mining. Zhongguo Shiyan Fangji Xue Zazhi, 2013, 19(19): 344–348.

    Google Scholar 

  119. Huang XM. Association analysis of endocrine immune changes and syndrome differentiation of traditional Chinese medicine in mammary gland hyperplasia patients. Shenzhen Zhongxiyi Jiehe Zazhi, 2015, 25(5): 18–20.

    Google Scholar 

  120. Yang JJ, Wang LN, Xiao HL, Zhang SC, She YF, Bian WJ, Guo S. Effects of encircled needling plus electroacupuncture on hyperplastic mammary glands and serum sex hormones in the rat. Zhen Ci Yan Jiu, 2012, 37(3): 173–178.

    CAS  PubMed  Google Scholar 

  121. Guo XR, Zhang WH, Li SL. Effect of acupuncture on pituitary-ovary sex hormone in rat models of mammary gland hyperplasia. Shandong Zhongyi Zazhi, 2013, 32(7): 485–486,519.

    Google Scholar 

  122. Zhang LF, Song AF, Wang ZH, Lu Y. Effects of the needling method for regulating kidney and smoothing liver on endocrine and immunefunctions in the patient with hyperplasia of mammary glands. Zhongguo Zhen Jiu, 2008, 28(9): 648–652.

    CAS  PubMed  Google Scholar 

  123. Zhang WH, Liu J, Guo XR, Chen F. The effects of acupuncture on serum IL-2 and TNF-a of rats with experimental mammary gland hyperplasia (MGH). Shaanxi Zhongyi Xueyuan Xuebao, 2008, 31(4): 53–54.

    Google Scholar 

  124. Du JQ, Nie B. Research progress on application of data mining in traditional Chinese medicine. Zhongguo Zhongyiyao Xinxi Zazhi, 2013, 20(6): 109–112.

    Google Scholar 

  125. Zhu Y, Zhu L, Cui M. Discussion on traditional Chinese medicine data mining. Zhonghua Zhongyiyao Zazhi, 2016, 31(8): 2932–2935.

    Google Scholar 

  126. Gong DF, Xie J, Tang CZ. Effect of acupuncture on estrogen, estrogen receptor and estrogen signal transduction in rat model of hyperplasia of mammary glands. Guangzhou Zhongyiyao Daxue Xuebao, 2009, 26(5): 450–454.

    CAS  Google Scholar 

  127. Jin Y. Modern medical research on Zusanli (ST 36). Zhongguo Zhongyiyao Xiandai Yuancheng Jiaoyu, 2011, 9(1): 50–51.

    Google Scholar 

  128. Yu JW. Modern research summary of Taichong (LR 3). Henan Zhongyi Xueyuan Xuebao, 2006, 21(4): 84–86.

    Google Scholar 

  129. Ren XX, Zhu B, Gao XY, Ben H. Influences of acupuncture in different acupoints on activities of hypothalamus GnRH-related neurons in female rats. Beijing Zhongyiyao Daxue Xuebao, 2010, 33(3): 191–195.

    Google Scholar 

Download references

Acknowledgments

This work was supported by National Natural Science Foundation of China (国家自然科学基金项目, No. 81673979, No. 81473688, No. 81173265); Supporting Program for New Century Excellent Talents in University of China (教育部新世纪优秀人才支持计划项目, No. NCET-13-0827); Administration of Traditional Chinese Medicine of Guangdong Province (广东省中医药局项目, No. 20141070); Science and Technology Supporting Program of Guangzhou (广州市科技支撑计划项目, No. 2014J4100104); Science and Technology Planning Project of Guangdong Province (广东省科技计划项目, No. 2014A020212672); Natural Science Foundation of Guangdong Province (广东省自然科学基金项目, No. 2016A030313114, No. 2015A030313333); Scientific Research and Innovation Fund of Jinan University/ Fundamental Research Funds for the Central Universities (暨南大学科研培育与创新基金/中 央 高 校 基 本 科 研 业 务 费 专 项 资 金, No. 21617467, No. 21615464, No. 21615412).

Author information

Authors and Affiliations

  1. School of Chinese Medicine, Jinan University, Guangzhou, 510632, China

    Chun-xin Lu  (鲁淳欣), Yan-hong Lü  (吕燕红), Min Ma  (马民) & Gui-juan Zhang  (张桂娟)

  2. College of Life Science and Technology, Jinan University, Guangzhou, 510632, China

    Yi Ma  (马义)

Authors
  1. Chun-xin Lu  (鲁淳欣)
    View author publications

    You can also search for this author in PubMed Google Scholar

  2. Yan-hong Lü  (吕燕红)
    View author publications

    You can also search for this author in PubMed Google Scholar

  3. Min Ma  (马民)
    View author publications

    You can also search for this author in PubMed Google Scholar

  4. Gui-juan Zhang  (张桂娟)
    View author publications

    You can also search for this author in PubMed Google Scholar

  5. Yi Ma  (马义)
    View author publications

    You can also search for this author in PubMed Google Scholar

Corresponding author

Correspondence to Min Ma  (马民).

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Lu, Cx., Lü, Yh., Ma, M. et al. Data mining for points-selection rules in acupuncture treatment of mammary gland hyperplasia. J. Acupunct. Tuina. Sci. 15, 328–336 (2017). https://doi.org/10.1007/s11726-017-1023-x

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11726-017-1023-x

Keywords

关键词

中图分类号

文献标志码

Search

Navigation