1.Syndrome Patterns Distribution and Risk Factors of Mixed Hemorrhoids in Traditional Chinese Medicine: A Multicenter Real-world Study Using Large Language Models and Latent Class Analysis
Ruyue DENG ; Kang DING ; Yuxin ZHU ; Meng LI ; Huiting ZHU ; Lei DU
Journal of Traditional Chinese Medicine 2026;67(7):755-763
ObjectiveTo develop a standardized classification model for traditional Chinese medicine (TCM) syndrome patterns of mixed hemorrhoids using multi-center real-world data, and unveil their distribution patterns and core risk factors, thereby providing evidence-based support for standardizing TCM syndrome differentiation and implementing precision interventions. MethodsA multi-center cross-sectional study was conducted, enrolling 13 283 mixed hemorrhoid patients from eight hospitals in Jiangsu Province between September 1st, 2023 and December 31st, 2024. DeepSeek-R1-Distill-Qwen-7B and LLaMA-3.3 large language models (LLM) were integrated with latent class analysis (LCA) to perform unsupervised learning and latent class modeling of TCM symptomatology. Potential risk factors were screened via univariate analysis, followed by logistic regression to identify independent risk factors for each syndrome pattern. ResultsThe model's performance indicators were stable and reliable across different clinical data types,i.e. in the outpatient records, past medical history (F1=99.7%), current medical history (F1=94.9%), and specialist examination (F1=90.7%); in inpatient records, past medical history (F1=98.2%), current medical history (F1=91.2%), specialist examination (F1=90.3%), and discharge status (F1=90.6%). Latent class mode-ling identified four core TCM syndrome patterns including spleen deficiency and qi sinking syndrome (915 cases, 6.89%), damp-heat pouring downward syndrome (10 820 cases, 81.46%), qi stagnation and blood stasis syndrome (1252 cases, 9.43%), and wind injuring intestinal collaterals syndrome (296 cases, 2.22%), with respective latent class probabilities of 0.069, 0.815, 0.094, and 0.022. Logistic regression demonstrated that gender, age, disease duration, hypertension, diabetes, hyperlipidemia, constipation, smoking history, and alcohol consumption were independent risk factors for pattern differentiation (P<0.05). The efficacy validation evaluation revealed that the cure rates for patients with spleen deficiency and qi sinking syndrome and qi stagnation and blood stasis syndrome were higher than those for patients with damp-heat pouring downward syndrome (adjusted P<0.05), with no statistically significant differences among other syndrome patterns. ConclusionDamp-heat pouring downward syndrome is the predominant syndrome in mixed hemorrhoids. Gender, age, disease duration, hypertension, diabetes, hyperlipi-demia, constipation, smoking history, and alcohol consumption are independent risk factors for the differentiation of syndrome types.
2.Effects of celecoxib on cardiac myocyte apoptosis after myocardial infarction
Yong XIA ; Yong ZHANG ; Dongye LI ; Li LIN ; Ruijin XU ; Hao YU ; Ruyue DING ; Yu YANG ; Qingzhi CHEN
Chinese Journal of Pathophysiology 1986;0(01):-
AIM:To investigate the effects of celecoxib,a selective cyclooxygenase-2 inhibitor,on antioxidative capability and apoptosis of cardiac myocytes after myocardial infarction.METHODS:24 New Zealand rabbits were divided into three groups randomly(8 in each group):sham-operated group(sham group),myocardial infarction group(MI group),celecoxib group(Cele group,10 mg kg-1?d-1,qd,with the drugs gastric gavage for six weeks).The NO concentration,total antioxidative capability(T-AOC),the activity of constitutive nitric oxide synthase(cNOS)and inducible NOS(iNOS)in cardiac tissue homogenate,adjacent to the infracted area,were detected.The pathological changes were observed by light microscope and electron microscopy.The expressions of Bcl-2 and Bax protein in myocytes were observed using immunohistochemistry,and the degree of apoptosis were examined by TUNEL.RESULTS:Cardiac tissue in MI group presented interstitial edema,fibroplastic proliferation,inflammatory cellular infiltration,and vacuolar degeneration in cardiac myocytes.The results of electron microscopy showed that myocytes presented more changes caused by ischemic injury:widened interspace of myofibril,disordered myofibrillae,focal lysis of myofilament,ectasia of sarcoplasmic reticulum.In Cele group,the pathological changes were light,the NO-_2/NO-_3 concentration,the activity of iNOS were lower(P

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