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Clustering Analysis of TCM Syndromes and New Exploration of Pathogenesis in Endometriosis Based on Multi-Center Large-Sample Data
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Jinfang DAI1, 2, Wenjue LI1, Kang YU1, Suqin ZHONG2, Jun LU2, Ruining LIANG3, 4, *
Acta Chinese Medicine and Pharmacology | 2026, 54(10) : 36 - 41
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Acta Chinese Medicine and Pharmacology | 2026, 54(10): 36-41
Clustering Analysis of TCM Syndromes and New Exploration of Pathogenesis in Endometriosis Based on Multi-Center Large-Sample Data
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Jinfang DAI1, 2, Wenjue LI1, Kang YU1, Suqin ZHONG2, Jun LU2, Ruining LIANG3, 4, *
Affiliations
  • 1.Graduate School, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
  • 2.Ganzhou Maternal and Child Health Hospital, Ganzhou 341000, China
  • 3.Institute of Obstetrics and Gynecology, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
  • 4.The Second Affiliated Hospital of Jiangxi University of Traditional Chinese Medicine, Nanchang 330012, China
Published: 2026-10-20 doi: 10.19664/j.cnki.1002-2392.260199
Outline
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Objective:

In view of the current situation of vague TCM syndrome classification standards for endometriosis (EMS) and the lack of data-driven research, this study aims to reveal the distribution pattern of TCM syndromes in EMS through multi-center large sample data, combined with cluster analysis and expert consensus as well as TCM theory, and to construct a dynamic syndrome classification model. Furthermore, it aims to provide evidence-based support for precise TCM diagnosis and treatment by integrating the new pathogenesis theory of “disorder of Chong meridian-blood stasis and vessel obstruction”.

Methods:

A cross-sectional study design was adopted, and 714 EMS patients from 7 tertiary hospitals across the country were included. A 69-item syndrome questionnaire was optimized through the Delphi method. based on frequency analysis (frequency≥15%), 62 core symptoms were selected. K-means clustering algorithm (K=5 determined by the elbow method) was used for syndrome classification. Model stability was verified through Bootstrap resampling (1 000 times), and syndrome names and theoretical explanations were completed through expert consensus (consistency rate≥80%).

Results:

High-frequency symptoms included fatigue (56.16%), lumbar and knee weakness (51.40%), dysmenorrhea (50.00%), and cold pain in the lower abdomen (46.50%). Cluster analysis revealed five syndrome types: Cold aggregation and blood stasis syndrome (36.41%), qi Stagnation and blood stasis syndrome (22.69%), kidney deficiency and blood stasis syndrome (16.53%), qi deficiency and blood stasis syndrome (14.29%), and damp-heat and blood stasis syndrome (10.08%).

Conclusion:

This study constructed a dynamic TCM syndrome classification model for EMS, with five representative syndromes including cold aggregation and blood stasis syndrome. Combined with the new pathogenesis theory of “disorder of Chong meridian-blood stasis and vessel obstruction”, it provides theoretical support for the standardized TCM diagnosis and accurate treatment of EMS.

Endometriosis (EMS)  /  Dysmenorrhea  /  Cluster Analysis  /  TCM Syndromes  /  Pathogenesis
戴金芳, 李温珏, 俞康, 钟素琴, 卢君, 梁瑞宁. 基于多中心大样本的子宫内膜异位症中医证候聚类分析及病机新探. 中医药学报, 2026 , 54 (10) : 36 -41 . DOI: 10.19664/j.cnki.1002-2392.260199
Jinfang DAI, Wenjue LI, Kang YU, Suqin ZHONG, Jun LU, Ruining LIANG. Clustering Analysis of TCM Syndromes and New Exploration of Pathogenesis in Endometriosis Based on Multi-Center Large-Sample Data[J]. Acta Chinese Medicine and Pharmacology, 2026 , 54 (10) : 36 -41 . DOI: 10.19664/j.cnki.1002-2392.260199
Year 2026 volume 54 Issue 10
116
25
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Article Info
doi: 10.19664/j.cnki.1002-2392.260199
  • Receive Date:2025-03-23
  • Online Date:2026-10-14
  • Published:2026-10-20
Article Data
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History
  • Received:2025-03-23
  • Revised:2025-05-15
Funding
Affiliations
    1.Graduate School, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
    2.Ganzhou Maternal and Child Health Hospital, Ganzhou 341000, China
    3.Institute of Obstetrics and Gynecology, Jiangxi University of Traditional Chinese Medicine, Nanchang 330006, China
    4.The Second Affiliated Hospital of Jiangxi University of Traditional Chinese Medicine, Nanchang 330012, China
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表12种不同金属材料的力学参数
科
Family
属数
Number of
genus
种数
Number of
species
占总种数比例
Percentage of
total species (%)
属
Genus
种数
Number of
species
占总种数比例
Percentage of total
species (%)
鹅膏菌科Amanitaceae 2 11 5.26 鹅膏菌属 Amanita 10 4.78
小菇科 Mycenaceae 2 12 5.74 丝盖伞属 Inocybe 5 2.39
多孔菌科 Polyporaceae 8 14 6.70 蜡蘑属 Laccaria 5 2.39
红菇科 Russulaceae 3 23 11.00 小皮伞属 Marasmius 6 2.87
小菇属 Mycena 11 5.26
光柄菇属 Pluteus 5 2.39
红菇属 Russula 17 8.13
栓菌属 Trametes 5 2.39
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