Acupoint selection rules of acupuncture and moxibustion for post-stroke epilepsy based on data mining technology / 中国针灸

OBJECTIVE@#To analyze the acupoint selection rules of acupuncture and moxibustion for post-stroke epilepsy by data mining technology.@*METHODS@#The literature regarding acupuncture and moxibustion for post-stroke epilepsy included in CNKI, VIP, Wanfang, SinoMed and PubMed databases from the establishment of the database to August 1st 2022 was retrieved. Microsoft Excel 2019 software was used to establish a database to conduct the descriptive analysis of acupoints; SPSS Modeler 18.0 Apriori algorithm was used to conduct association rule analysis; high-frequency acupoint co-occurrence network diagrams were drawn by Cytoscape3.9.0 software; SPSS Statistics 25.0 software was used to perform hierarchical cluster analysis on high-frequency acupoints and a tree diagram was drawn.@*RESULTS@#Totally 39 articles were included, and 63 prescriptions of acupuncture and moxibustion were extracted, involving 56 acupoints, with a total frequency of 516 times; the top three acupoints with the highest frequency of use were Baihui (GV 20), Fenglong (ST 40) and Neiguan (PC 6); the selected meridians were mainly the governor vessel, the hand and foot yangming meridians; the selection of acupoints were mostly in the head, neck and lower limbs; in terms of acupoint compatibility, Hegu (LI 4)-Shuigou (GV 26) and Neiguan (PC 6) had the highest confidence degree; The top 20 high-frequency acupoints could be divided into 4 effective clusters.@*CONCLUSION@#Modern acupuncture and moxibustion treatment for post-stroke epilepsy attaches great importance to the use of yang meridians and meridians with enrich qi and blood; the core prescription is Shuigou (GV 26)-Neiguan (PC 6)-Hegu (LI 4)-Baihui (GV 20). In addition, the combination of distant and near acupoints is highly valued to improve clinical efficacy.

The rules of acupoint selection of acupuncture and moxibustion for aphasia based on data mining / 中国针灸

OBJECTIVE@#To explore the rules of acupoint selection for aphasia treated with acupuncture and moxibustion using data mining technology.@*METHODS@#From January 1, 2000 to April 1, 2022, the articles for clinical researches of acupuncture and moxibustion for aphasia published in CNKI, Wanfang, VIP, SinoMed, PubMed, EMbase were searched. Using Microsoft Excel 2021, the database was set up to analyze the use frequency of acupoint, meridian tropism, acupoint distribution and the use of specific points. SPSS26.0 was adopted for factor analysis, SPSS Modeler 18.0 was for association rule analysis of prescriptions, and Gephi 0.9.5 was to plot the co-occurrence network diagrams of acupoints and meridians.@*RESULTS@#A total of 140 articles were collated, including 146 acupuncture and moxibustion prescriptions and 189 acupoints. The total use frequency of these acupoints was 1 211. Lianquan (CV 23), Jinjin (EX-HN 12), Yuye (EX-HN 13), Baihui (GV 20) and Yamen (GV 15) were the top 5 acupoints of the high use frequency for aphasia treated with acupuncture and moxibustion. Among 189 acupoints collected, the extra points and empirical points were mostly selected. The top 3 involved meridians were the governor vessel, the gallbladder meridian of foot-shaoyang and the conception vessel. These acupoints were mostly distributed on the head, face and neck region. The use frequency of five-shu points was the highest among the specific points. The acupoint combinations of high frequency referred to Yuye (EX-HN 13)-Jinjin (EX-HN 12), Yuye (EX-HN 13)-Lianquan (CV 23)-Jinjin (EX-HN 12), and Fengchi (GB 20)-Yuye (EX-HN 13)-Jinjin (EX-HN 12). Factor analysis extracted 10 common factors for acupoint compatibility in treatment of aphasia with acupuncture and moxibustion.@*CONCLUSION@#In clinical treatment of aphasia with acupuncture and moxibustion, the local acupoints are preferred. The core acupoints include Lianquan (CV 23), Jinjin (EX-HN 12), Yuye (EX-HN 13), Baihui (GV 20) and Yamen (GV 15). The acupoint prescription is modified flexibly according to syndrome differentiation to enhance the therapeutic effect.

Study on acupoint selection law of acupuncture for autism spectrum disorder based on data mining / 国际中医中药杂志

Objective:To analyze the acupoint selection law of acupuncture for autism spectrum disorder (ASD) using data mining techniques.Methods:Literature related to acupuncture for ASD was retrieved from the CNKI, SinoMed, VIP, Wanfang, and PubMed databases from the establishment of the databases to April 1, 2022, and then a database of acupuncture prescriptions was established. The frequency analysis of acupoint use was performed using Microsoft Excel 2019; the Apriori algorithm was used to analyze the association law of acupoints/acupoint areas; SPSS 26.0 was used to perform intergroup cluster analysis.Results:A total of 97 relevant articles with 97 acupuncture prescriptions and 98 acupoints/acupoint areas were included. The most frequently used acupoint was Shenmen (HT 7). The acupoint area of Jin's three-needle therapy and the Governor Vessel acupoints are commonly used. The most frequently occurring part of the acupoint/acupoint area was the head, and the most commonly used specific acupoint was the rendezvous acupoint. Association rule analysis yielded 40 groups of acupoints/acupoint areas, and the most commonly used combination was Laogong (PC 8) and Shenmen (HT 7). Four categories were extracted among high-frequency acupoints/acupoint areas by cluster analysis.Conclusion:Acupuncture treatment for ASD mainly selects the head acupoints, mainly selecting the acupoint area of Jin's three-needle therapy and the Governor Vessel acupoints, and paying attention to the use of specific acupoints.

Rules of acupoint selection in treatment of erectile dysfunction with acupuncture and moxibustion based on data mining technology / 中国针灸

Data mining technology was adopted to analyze the rules of acupoint selection in treatment of erectile dysfunction with acupuncture and moxibustion. All of the articles for acupuncture and moxibustion in treatment of erectile dysfunction were searched from the databases, i.e. Chinese national knowledge infrastructure (CNKI), Wanfang database, VIP, Chinese biomedical literature database (SinoMed) and PubMed, and the clinical trials on erectile dysfunction treated with acupuncture and moxibustion were screened. The database was set up by using Excel 2019 and input into R 4.0.3, and then, the therapeutic method, use frequency of acupoint, meridian tropism, collection visualization analysis, cluster analysis and association rule analysis were summarized. A total of 240 articles were included, with 516 prescriptions and 145 acupoints involved. The methods for treatment of erectile dysfunction included acupuncture and moxibustion therapy, acupuncture, acupoint injection, electroacupuncture, etc. The acupoints with high use frequency were Guanyuan (CV 4), Shenshu (BL 23), Sanyinjiao (SP 6), Mingmen (GV 4), Zusanli (ST 36), Zhongji (CV 3), Ciliao (BL 32), Qihai (CV 6), Taixi (KI 3) and Taichong (LR 3). The meridians involved with high frequency were the bladder meridian of foot-taiyang, the conception vessel, the spleen meridian of foot-taiyin, etc. The common acupoint combination was Shangliao (BL 31), Zhongliao (BL 33), Ciliao (BL 32), Xialiao (BL 34) and Sanyinjiao (SP 6), Shenshu (BL 23), Guanyuan (CV 4). In association rule analysis (confidence ≥ 90%, support ≥ 20%), there were 27 association rules in total. The acupoint combination with the highest support referred to "Shenshu (BL 23), Sanyinjiao (SP 6)→Guanyuan (CV 4)" (support 46.7%) and the acupoint combination with the highest confidence was "Sanyinjiao (SP 6), Qihai (CV 6)→Guanyuan (CV 4)" (confidence 98.0%). The acupoints could be divided into 5 effective clusters. Acupuncture and moxibustion therapy has a certain of rules of acupoint selection in treatment of erectile dysfunction, which provides the evidences for modern clinical trial and treatment.

Acupoint selection rules of acupuncture for cervical spondylotic radiculopathy based on data mining / 中国针灸

OBJECTIVE@#To analyze the rules of acupoint selection in the acupuncture treatment of cervical spondylotic radiculopathy by data mining.@*METHODS@#The randomized controlled trials (RCTs) regarding acupuncture for cervical spondylotic radiculopathy published from July 15 of 2009 to July 15 of 2019 were retrieved from databases of CNKI, VIP, Wanfang, SinoMed, PubMed and EMbase. A database was established with Microsoft Excel 2016. The frequency and total effective rate of high-frequency acupoints, meridians and acupoint combinations were analyzed, and the association rules of acupoints and meridians were analyzed by Apriori algorithm.@*RESULTS@#A total of 87 RCTs were included, involving 104 acupoints with a total frequency of 921. Among them, the high-frequency acupoints were cervical Jiaji (EX-B 2, 87 times), Fengchi (GB 20, 70 times), Houxi (SI 3, 54 times), etc. The frequently-used acupoints were mainly distributed in the hand @*CONCLUSION@#It is feasible to explore the acupoint selection and compatibility rules of acupuncture for cervical spondylotic radiculopathy by data mining. This study could provide corresponding reference for clinical treatment.

Application of special acupoints for chronic gastritis in ancient literature of acupuncture and moxibustion / 中国针灸

The application of special acupoints for different primary symptoms of chronic gastritis in ancient literature of acupuncture and moxibustion was analyzed and summarized. With keywords, electronic and manual retrieval of ancient literature being performed to establish a database, the association rules were performed with SPSS Modeler 18. As a result, ① among all the 2243 items included, 109 items mentioned special acupoints (excluding those only mentioned crossing acupoint). The frequency of special acupoints was 2554 (71.7%), and the special acupoints on the spleen meridian, the stomach meridian, the conception vessel were frequently used. The frequency of five- point was highest, followed by front- points. ② The special acupoints for four main primary symptoms of chronic gastritis, "stomachache" "vomiting and regurgitation" "belching and acid regurgitation" and "epigastric fullness", included Zusanli (ST 36), Neiguan (PC 6), Zhongwan (CV 12), Gongsun (SP 4), Taibai (SP 3). In addition, the back- points were also selected to treat the primary symptoms other than "epigastric fullness". Zhangmen (LR 13) was added to treat "belching and acid regurgitation". The combination of Neiguan (PC 6) and Gongsun (SP 4) showed the strongest correlation; due to different primary symptoms, the combination had different emphasis.

The rules of acupoint selection in the treatment of neurogenic bladder after spinal cord injury with acupuncture and moxibustion: Based on data mining technology / 中国组织工程研究

BACKGROUND: Increasing studies have shown that acupuncture has a significant effect on the treatment of neurogenic bladder after spinal cord injury, but there is no uniform acupuncture prescription standard for the treatment of this disease. OBJECTIVE: To investigate the rules of selecting acupoints in the treatment of neurogenic bladder after spinal cord injury with acupuncture and moxibustion. METHODS: Clinical literatures related to acupuncture treatment of neurogenic bladder after spinal cord injury were retrieved in China Knowledge Network, WanFang Data, VIP database and China Biology Medicine disc from 1989 to January 2020. Then, we established a database to perform descriptive analysis, relevance principle analysis and cluster analysis of the collected acupuncture prescriptions. RESULTS AND CONCLUSION: A total of 93 articles were included. Data collection and analysis showed that the acupoints and meridians with the highest frequency of neurogenic bladder after acupuncture treatment of spinal cord injury were Zhongji (CV3) (with the frequency of 55) and Bladder Meridian of Foot Taiyang (with the frequency of 161). Relevance principle analysis showed that combination of acupoints with strongest support is Guanyuan (CV4) and Zhongji (CV3). Cluster analysis of acupoints with the frequency ≥ 10 showed that acupoints could be divided into two categories. All these findings indicate that when acupuncture and moxibustion is used to treat neurogenic bladder after spinal cord injury, most of the acupoints along the meridians and local acupoints are selected. The results of relevance principle analysis and cluster analysis obtained from data mining can be used to select acupoints, match acupoints and reuse specific acupoints to improve the therapeutic efficacy.

The rules of acupoint selection of acupuncture for dry eye / 中国针灸

The rules of acupoint selection of acupuncture for dry eye in recent 10 years were summarized to provide reference for clinical treatment. The clinical researches regarding acupuncture for dry eye published from May 5, 2007 to December 1, 2017 were searched in CNKI, WANFANG and VIP database. The acupoint and meridian used and application frequency were analyzed to summarize the rules of acupoint selection. Totally, 52 related clinical papers were collected, involving 60 acupoints, 14 meridians and 5 extra point. The total frequency of acupoints was 541, which were mainly related with the bladder meridian, stomach meridian and gallbladder meridian. In conclusion, the rules of acupoint selection of acupuncture for dry eye highlighted meridians circulation, acupoint combination, and syndrome differentiation.

Analysis of Regularity of Acupoint Selection in Acupuncture Treatment of Urticaria Based on Data Mining Technology / 针刺研究

OBJECTIVE: To analyze the regularity of acupoint selection, main acupoints and theoretical basis in acupuncture treatment of urticaria. METHODS: Papers collected from the time of establishment of each database to September of 2017 were retrieved from databases CNKI, CBM, VIP and WF by using keywords of "acupuncture" "moxibustion" "blood-letting therapy" "autohemotherapy" "cupping" "acupoint catgut embedding" "auricular points" "acupoint injection" "fire-needle" (or red-hot needle), "dermal needle" "needle-embedding" "urticaria" in both Chinese and English. The collected papers were brought into analysis according to the inclusion and exclusion criteria, from which the prescriptions for acupuncture treatment of urticaria were subjected into descriptive statistical analysis, association rule analysis, and cluster analysis by using Access 2010, Clementine 18.0 and Stata software. RESULTS: Outcomes of analysis indicated that the treatment methods of urticaria with acupuncture and moxibustion, with different emphases, may be classified into eight categories. For treating the exterior syndrome of urticaria, acupoints of the Bladder Meridian, Governor Vessel and Conception Vessel were often employed to harmonize Ying and Wei and to dispel the pathogenic wind, while for treating the interior syndrome, acupoints of the Large Intestine Meridian, Spleen Meridian, and Stomach Meridian were usually used to invigorate the spleen to dispel dampness and to regulate blood circulation. The top five frequently used acupoints were Quchi (LI 11), Xuehai (SP 10), Zusanli (ST 36), Sanyinjiao (SP 6) and Geshu (BL 17). It was crucial to make use of the specific acupoints with adequate meridian-qi, such as He-Sea points, Back-Shu points, and Yuan-Primary points. There were some fixed forms in the combination of acupoints, including LI 11, SP 10, Dazhui (GV 14) and auricular Lung, Shenmen, Fengxi, Adrenal gland, which had the highest confidence coefficient for the meridian points and ear acu-points, respectively. The outcomes of cluster analysis about the acupoint prescriptions showed that 12 acupoint groups as the SP 6-Hegu (LI 4)-LI 11-SP 10-ST 36, etc. were frequently used. CONCLUSION: The regularity of acupuncture treatment of urticaria can be discovered using data mining technology, resulting in an in-depth understanding and having a solid theoretical basis.