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Data Mining of Acupuncture Prescriptions for Lateral Epicondylitis: A Literature-Based Analysis of Acupoint Patterns and Parameters

Xu et al. · Journal of Pain Research · 2026

🔍Data Mining📊n=42 studies analyzedModerate Evidence

Evidence Level

MODERATE
70/ 100
Quality
3/5
Sample
4/5
Replication
3/5
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OBJECTIVE

Identify patterns of acupoint selection and treatment parameters for lateral epicondylitis through data mining

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WHO

Analysis of 42 clinical studies on acupuncture for tennis elbow

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DURATION

30-min retention, 7x/week, total duration 20 days

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POINTS

Ashi, Quchi (LI-11), Shousanli (LI-10), Hegu (LI-4), Waiguan (TE-5)

🔬 Study Design

42participants
randomization

Studies analyzed

n=42

Acupuncture prescriptions for lateral epicondylitis

⏱️ Duration: January 2015 to March 2025

📊 Results in numbers

0.30 mm × 40 mm (28.13%)

Most-used needle

30 minutes (58.82%)

Preferred retention time

7 days/week (65.71%)

Weekly frequency

20 days (23.53%)

Common total duration

15.82% of occurrences

Ashi point

Percentage highlights

0.30 mm × 40 mm (28.13%)
Most-used needle
30 minutes (58.82%)
Preferred retention time
7 days/week (65.71%)
Weekly frequency
20 days (23.53%)
Common total duration
15.82% of occurrences
Ashi point

📊 Outcome Comparison

Frequency of use of main acupoints

Ashi
31
LI-11
29
LI-10
26
LI-4
18
TE-5
16
💬 What does this mean for you?

This study analyzed 42 research papers on acupuncture for tennis elbow and identified the most effective points and techniques. The results show a consistent pattern in treatment, with five main points being most used, including local points in the elbow region and distant points that help with pain relief.

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Article summary

Plain-language narrative summary

This data-mining study represents a comprehensive analysis of acupuncture prescriptions for lateral epicondylitis (tennis elbow), examining 42 clinical studies published between January 2015 and March 2025. Lateral epicondylitis is a common musculoskeletal condition that affects 1-3% of the general population, causing significant pain and functional limitation of the elbow, especially during gripping and lifting heavy objects. Although acupuncture has demonstrated efficacy as adjuvant therapy for this condition, there is considerable heterogeneity in clinical protocols, limiting standardization of treatments. The researchers conducted systematic searches of eight electronic databases, including PubMed, Embase, Web of Science, the Cochrane Library, and Chinese databases such as CNKI and Wanfang.

Randomized controlled trials and controlled clinical trials that reported acupuncture prescriptions for lateral epicondylitis were included, excluding reviews, meta-analyses, animal experiments, and case reports. The analysis was conducted using data-mining techniques, including association rule analysis, complex network analysis, and hierarchical cluster analysis. With respect to treatment parameters, the study identified consistent patterns in clinical practice. The most frequently used needle type was 0.30 mm × 40 mm (28.13% of cases), followed by 0.35 mm × 50 mm and 0.35 mm × 40 mm.

Retention time of 30 minutes was predominant (58.82% of studies), suggesting that this duration may be optimal for achieving therapeutic effects in lateral epicondylitis. Treatment frequency of seven times per week was the most common (65.71%), with a total duration of 20 days being preferred (23.53% of studies). The analysis of acupoint selection revealed that 40 points were used across 196 occurrences in the 42 studies. The five most frequently used acupoints were: Ashi point (15.82%), Quchi/LI-11 (14.80%), Shousanli/LI-10 (13.27%), Hegu/LI-4 (9.18%), and Waiguan/TE-5 (8.16%).

The Ashi point, based on the traditional theory of "taking the painful area as the acupoint," was the most central, appearing in 31 of the 42 studies. The meridian analysis showed predominance of the Hand Yangming Large Intestine Meridian, representing 47.96% of all acupoint occurrences. This predominance is theoretically justified by the anatomical location of this meridian in the elbow region and by Traditional Chinese Medicine theory that establishes that "Yangming is abundant in qi (氣) and blood" and can nourish tendons and promote joint movement. Among specific points, the Wu-Shu points were the most used (42.38%), followed by confluence points (12.58%).

The association rule analysis using the Apriori algorithm identified 59 association rules, with the LI-10–LI-11 combination showing the highest support (57.14%) and confidence (92.31%). Complex network analysis confirmed five central acupoints: Ashi, LI-4, LI-11, LI-10, and TE-5, consistent with the results of the frequency analysis. Hierarchical cluster analysis categorized the acupoints into four distinct groups: Cluster 1 (distal points for qi regulation and analgesic effects), Cluster 2 (local points of the Large Intestine meridian), Cluster 3 (Ashi point exclusively), and Cluster 4 (extra-meridian points). Regarding safety, only four studies reported adverse events, mainly minor reactions related to acupuncture such as pain, numbness, dizziness, nausea, and hematoma, all well tolerated and resolved spontaneously.

Limitations include heterogeneity in the included studies, inability to establish direct causal relationships, absence of patient subclassification based on TCM pattern differentiation, and the need for validation through well-designed clinical trials. The findings provide an evidence-based reference for clinical practice, identifying consistent patterns that may contribute to the standardization of acupuncture treatment for lateral epicondylitis.

Strengths

  • 1Robust data-mining methodology
  • 2Comprehensive analysis of 42 studies
  • 3Identification of consistent treatment patterns
  • 4Multiple analytical techniques (association, network, cluster)
  • 5Identification of optimal treatment parameters
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Limitations

  • 1Heterogeneity in the included studies
  • 2Does not establish direct causal relationships
  • 3Absence of differentiation by TCM patterns
  • 4Requires validation in prospective clinical trials
  • 5Analysis limited to published frequencies

📅 Historical Context

2015Início do período de busca de literatura
2020Evidências crescentes de eficácia da acupuntura para epicondilite
2025Fim do período de coleta de dados
2026Publicação desta análise de mineração de dados
Dr. Marcus Yu Bin Pai

Expert Commentary

Dr. Marcus Yu Bin Pai

MD, PhD · Pain Medicine · Physical Medicine and Rehabilitation · Medical Acupuncture

Clinical Relevance

Lateral epicondylitis is a diagnosis that occupies a significant portion of our schedule in musculoskeletal rehabilitation, and the lack of standardization in acupuncture protocols has always been a real obstacle in decision-making. This data-mining work, by consolidating 42 clinical trials published between 2015 and 2025, delivers something concretely usable: a reference protocol with defined parameters. The LI-11–LI-10 combination with 57.14% support and 92.31% confidence in the association analysis is the type of data that justifies point selection in the chart. For the physician who integrates acupuncture into the rehabilitation plan of tennis players, manual workers, or any patient with lateral epicondyle pain refractory to conventional treatment, the identified parameters — 0.30 mm × 40 mm needle, 30-minute retention, daily frequency — offer a rational and replicable basis for structuring treatment.

Notable Findings

The most clinically interesting finding is the quantitative confirmation of the centrality of the Ashi point, present in 31 of the 42 studies and leading with 15.82% of occurrences — surpassing coded points such as LI-11 and LI-10. This empirically validates the approach of needling at the point of greatest local tenderness, something that has a direct parallel with dry needling of myofascial trigger points, widely practiced in physiatry. The absolute predominance of the Large Intestine Meridian, corresponding to nearly 48% of occurrences, has direct anatomical correspondence with the innervation and muscle topography of the lateral elbow. The cluster analysis, by separating the acupoints into four functionally distinct groups — distal analgesic points, local meridian points, Ashi in isolation, and extra-meridian points — offers an organizational logic that facilitates the assembly of stepwise protocols according to clinical response.

From My Experience

In my practice at the musculoskeletal pain clinic, lateral epicondylitis that comes for acupuncture has generally already gone through at least one cycle of anti-inflammatories and conventional physical therapy, which means we are treating cases with greater chronicity and more established central sensitization. I usually observe noticeable analgesic response between the third and fifth session, with consolidated functional improvement around the tenth session. The daily frequency reported in 65.71% of studies is difficult to reproduce in public services, so I adapt to three times per week without apparent loss of effectiveness. I systematically combine acupuncture with an eccentric wrist and forearm program — this combination, in my observation over the years, substantially reduces the recurrence rate. The profile that responds best is the patient with less than 12 months of symptoms, without associated neurological involvement, and with pain clearly localized at the epicondyle. Cases with radiation to the forearm or paresthesias require investigation before proceeding with the protocol.

PhD in Health Sciences, University of São Paulo. Board-certified in Pain Medicine, Physical Medicine and Rehabilitation, and Medical Acupuncture.

Full original article

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Journal of Pain Research · 2026

DOI: 10.2147/JPR.S583466

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Scientific Review

Marcus Yu Bin Pai, MD, PhD

Marcus Yu Bin Pai, MD, PhD

CRM-SP: 158074 | RQE: 65523 · 65524 · 655241

PhD in Health Sciences, University of São Paulo. Board-certified in Pain Medicine, Physical Medicine and Rehabilitation, and Medical Acupuncture. Scientific review and curation of every entry in this library.

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Medical disclaimer: This content is for educational purposes only and does not replace consultation, diagnosis, or treatment by a qualified professional. Some information may be assisted by artificial intelligence and is subject to inaccuracies. Always consult a physician.

Content reviewed by the medical team at CEIMEC — Integrated Centre for Chinese Medicine Studies, a reference in Medical Acupuncture for over 30 years.