ArticleEvidence-based complementary and alternative medicine : eCAM2020
Investigating Prescriptions and Mechanisms of Acupuncture for Chronic Stable Angina Pectoris: An Association Rule Mining and Network Analysis Study.
Article in Evidence-based complementary and alternative medicine : eCAM, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 3 of them syntheses that pooled it.
What it found
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
14 citing papers in PubMed, 3 syntheses or guidelines pooled it, 21 citations in OpenAlex.
- Acupuncture combined with multiple therapies for angina pectoris: a systematic review and network meta-analysis.Frontiers in cardiovascular medicine · 2025Pooled it
- Pooled it
- Acupuncture in treating cardiovascular disease complicated with depression: A systematic review and meta-analysis.Frontiers in psychiatry · 2022Pooled it
- Review
- Exploring the potential of acupuncture practice education using artificial intelligence.Integrative medicine research · 2025Review
- Acupuncture indication knowledge bases: meridian entity recognition and classification based on ACUBERT.Database : the journal of biological databases and curation · 2024Article
- A decision support system for upper limb rehabilitation robot based on hybrid reasoning with RBR and CBR.Frontiers in bioengineering and biotechnology · 2024Article
- A Data Mining Study for Analysis of Acupoint Selection and Combinations in Acupuncture Treatment of Carpal Tunnel Syndrome.Journal of pain research · 2024Article
- Analysis of Acupoint Selection and Combinations in Acupuncture Treatment of Carpal Tunnel Syndrome: A Protocol for Data Mining.Journal of pain research · 2023Article
- Specificity for the correlation between the body surface and viscera in the pathological state of COPD: A prospective, controlled, and assessor-blinded trial.Frontiers in physiology · 2023Article
- Acupuncture for Major Depressive Disorder: A Data Mining-Based Literature Study.Neuropsychiatric disease and treatment · 2023Article
- Artificial intelligence-directed acupuncture: a review.Chinese medicine · 2022Review
- The Mining Algorithm of Maximum Frequent Itemsets Based on Frequent Pattern Tree.Computational intelligence and neuroscience · 2022Article
- Acupuncture and related therapies for stable angina pectoris: A protocol for network meta-analysis.Medicine · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
5 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Chronic stable angina pectoris (CSAP) is a worldwide cardiovascular disease that severely affects people's quality of life and causes serious cardiovascular accidents. Although acupuncture had been confirmed as a potential adjunctive treatment for CSAP, the basic rules and mechanisms of acupoints were little understood. We conducted a systematic search of the China Biology Medicine (CBM), VIP database, Wangfang database, China National Knowledge Infrastructure (CNKI), PubMed, Cochrane Library, Embase, and Web of Science to identify eligible clinical controlled trials (CCTs) and randomized controlled trials (RCTs), from their inception to 18th February 2020. The acupoint prescriptions in the treatment of CSAP were extracted and analyzed based on the association rule mining (ARM) and network analysis. In addition, potential mechanisms of acupuncture for treating CSAP were summarized by data mining. A total of 27 eligible trials were included. Analysis of acupoint prescriptions covered 36 conventional acupoints and 1 experience acupoint, distributing in 10 meridians. The top three frequently used acupoints were PC6, LU9, and ST36. The top three frequently used meridians were the pericardial meridian, lung meridian, and heart meridian. The most frequently used acupoint combinations were LU9 combined with PC6. Besides, network analysis indicated that the core acupoints included PC6, BL15, ST40, and RN17. Moreover, potential mechanisms of acupuncture for treating CSAP involved the regulation of autonomic nerve function, the content of matrix metalloproteinase-9 (MMP-9), volume and the equivalent block of coronary artery calcified plaque (CACP), endothelin (ET), and nitric oxide (NO), neutrophil-lymphocyte ratio (NLR), the content of C-reactive protein (CRP), and tumor necrosis factor-
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.