1.Construction and Validation of a Large Language Model-Based Intelligent Pre-Consultation System for Traditional Chinese Medicine
Yiqing LIU ; Ying LI ; Hongjun YANG ; Linjing PENG ; Nanxing XIAN ; Kunning LI ; Qiwei SHI ; Hengyi TIAN ; Lifeng DONG ; Lin WANG ; Yuping ZHAO
Journal of Traditional Chinese Medicine 2025;66(9):895-900
ObjectiveTo construct a large language model (LLM)-based intelligent pre-consultation system for traditional Chinese medicine (TCM) to improve efficacy of clinical practice. MethodsA TCM large language model was fine-tuned using DeepSpeed ZeRO-3 distributed training strategy based on YAYI 2-30B. A weighted undirected graph network was designed and an agent-based syndrome differentiation model was established based on relationship data extracted from TCM literature and clinical records. An agent collaboration framework was developed to integrate the TCM LLM with the syndrome differentiation model. Model performance was comprehensively evaluated by Loss function, BLEU-4, and ROUGE-L metrics, through which training convergence, text generation quality, and language understanding capability were assessed. Professional knowledge test sets were developed to evaluate system proficiency in TCM physician licensure content, TCM pharmacist licensure content, TCM symptom terminology recognition, and meridian identification. Clinical tests were conducted to compare the system with attending physicians in terms of diagnostic accuracy, consultation rounds, and consultation duration. ResultsAfter 100 000 iterations, the training loss value was gradually stabilized at about 0.7±0.08, indicating that the TCM-LLM has been trained and has good generalization ability. The TCM-LLM scored 0.38 in BLEU-4 and 0.62 in ROUGE-L, suggesting that its natural language processing ability meets the standard. We obtained 2715 symptom terms, 505 relationships between diseases and syndromes, 1011 relationships between diseases and main symptoms, and 1 303 600 relationships among different symptoms, and constructed the Agent of syndrome differentiation model. The accuracy rates in the simulated tests for TCM practitioners, licensed pharmacists of Chinese materia medica, recognition of TCM symptom terminology, and meridian recognition were 94.09%, 78.00%, 87.50%, and 68.80%, respectively. In clinical tests, the syndrome differentiation accuracy of the system reached 88.33%, with fewer consultation rounds and shorter consultation time compared to the attending physicians (P<0.01), suggesting that the system has a certain pre- consultation ability. ConclusionThe LLM-based intelligent TCM pre-diagnosis system could simulate diagnostic thinking of TCM physicians to a certain extent. After understanding the patients' natural language, it collects all the patient's symptom through guided questioning, thereby enhancing the diagnostic and treatment efficiency of physicians as well as the consultation experience of the patients.
3.Clinical manifestations and disease severity of multi-respiratory infectious pathogens.
Mingyue JIANG ; Yuping DUAN ; Jia LI ; Mengmeng JIA ; Qing WANG ; Tingting LI ; Hua RAN ; Yuhua REN ; Jiang LONG ; Yunshao XU ; Yanlin CAO ; Yongming JIANG ; Boer QI ; Yuxi LIU ; Weizhong YANG ; Li QI ; Luzhao FENG
Chinese Medical Journal 2025;138(20):2675-2677
4.Risk factors for liver cirrhosis in chronic hepatitis B patients with high metabolic risks and establishment of a predictive model
Yuping ZOU ; Li YAO ; Jun ZOU ; Liwei LI ; Fuqing CAI ; Jiean HUANG
Journal of Clinical Hepatology 2025;41(6):1105-1112
ObjectiveTo investigate the main risk factors for liver cirrhosis in chronic hepatitis B (CHB) patients with high metabolic risk, to establish a noninvasive predictive model, and to compare the diagnostic efficiency of this model and other models including fibrosis-4 (FIB-4), aspartate aminotransferase-to-platelet ratio index (APRI), gamma-glutamyl transpeptidase-to-platelet ratio (GPR), and Forns index. MethodsA total of 527 CHB patients with high metabolic risks who were admitted to The Second Affiliated Hospital of Guangxi Medical University from September 1, 2017 to October 31, 2022 were enrolled as subjects, and they were randomly divided into modeling group with 368 patients and validation group with 159 patients at a ratio of 7∶3. The LASSO regression analysis and the multivariate Logistic regression analysis were performed for the modeling group to identify independent risk factors, and a nomogram model was established. The receiver operating characteristic (ROC) curve, the calibration curve, and the decision curve analysis were used to validate the nomogram prediction model in the modeling group and the validation group and assess its discriminatory ability, calibration, and clinical practicability. The Delong test was used to compare the area under the ROC curve (AUC) of the nomogram prediction model and other models. ResultsThe multivariate Logistic regression analysis showed that prealbumin (odds ratio [OR] = 0.993, 95% confidence interval [CI]: 0.988 — 0.999, P= 0.019), thrombin time (OR=1.182, 95% CI: 1.006 — 1.385, P=0.047), log10 total bilirubin (TBil) (OR=1.710, 95%CI: 1.239 — 2.419, P=0.001), and log10 alpha-fetoprotein (AFP) (OR=1.327, 95%CI: 1.052 — 1.683, P=0.018) were independent influencing factors for liver cirrhosis in CHB patients with high metabolic risks. A nomogram model for risk prediction was established based on the multivariate analysis, which had an AUC of 0.837 (95%CI: 0.788 — 0.888), a specificity of 73.5%, and a sensitivity of 84.7%, as well as a significantly higher diagnostic efficiency than the models of FIB-4 (0.739), APRI (0.802), GPR (0.800), and Forns index (0.709) (Z=2.815, 2.271, 1.989, and 2.722, P=0.005, 0.017, 0.045, and 0.006). ConclusionThe nomogram model established based on prealbumin, thrombin time, log10 TBil, and log10 AFP has a certain clinical application value.
5.Evidence-based research on the nutritional and health effects of functional components of tea
Zhijian HE ; Yuping LI ; Fan BU ; Jia CUI ; Xinwen BI ; Yuanjie CUI ; Zhiyuan GUO ; Ming LI
Shanghai Journal of Preventive Medicine 2025;37(2):190-198
As a traditional nutritional and healthy cash crop in China, tea has certain significance in promoting human health and preventing and controlling chronic diseases. Studies have shown that the nutritional health effect of tea is due to its rich functional components, mainly including tea polyphenols, tea pigments, tea polysaccharides, theanine, alkaloids and other bioactive substances. At present, researchers from the academic circles have continuously carried out animal and human experiments on the health effects of various functional components of tea, which has accumulated abundant research data and materials. Based on this, this article reviews the literature on the nutritional and health effects of the main functional components of tea, and adopts the method of evidence-based research to screen and extract relevant data for qualitative and quantitative meta-analysis. Subsequently, the nutritional health effects of the five functional components of tea, namely tea polyphenols, tea pigments, tea polysaccharides, theanine, and alkaloids, are summarized and outlined. Studies have shown that tea polyphenols, tea pigments, tea polysaccharides, theanine and alkaloids have different health effects and are expected to play their unique roles in promoting human health and preventing and controlling diseases.
6.Effect of Wulao Qisun Prescription on Proliferation and Osteogenic Differentiation of AS Fibroblasts by Regulating Wnt/β-catenin Signaling Pathway
Juanjuan YANG ; Ping CHEN ; Haidong WANG ; Zhendong WANG ; Haolin LI ; Zhimin ZHANG ; Yuping YANG ; Weigang CHENG ; Jin SU ; Jingjing SONG ; Dongsheng LU
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(2):67-73
ObjectiveTo investigate the effect and underlying mechanism of the Wulao Qisun prescription on pathological new bone formation in ankylosing spondylitis (AS). MethodsSynovial fibroblasts were isolated from the hip joints of AS patients and observed under a microscope to assess cell morphology. The cells were identified using immunofluorescence staining. The isolated AS fibroblasts were divided into blank group, low drug-containing serum group, medium drug-containing serum group, high drug-containing serum group, and positive drug group. After drug intervention, cell proliferation was measured using the cell counting kit-8 (CCK-8) assay to observe fibroblast growth and determine the optimal intervention time. Alkaline phosphatase (ALP) activity was measured using the alkaline phosphatase assay. Protein expression of osteocalcin (OCN), osteopontin (OPN), and runt-related transcription factor 2 (Runx2) was detected by Western blot. The mRNA expression levels of Wnt5a, β-catenin, and Dickkopf-1 (DKK-1) were measured by real-time quantitative polymerase chain reaction (Real-time PCR). ResultsCompared with the blank group, each drug-containing serum group of Wulao Qisun prescription and the positive drug group inhibited the proliferation of AS fibroblasts and reduced ALP expression (P<0.01). Compared with the blank group, the low drug-containing serum group of Wulao Qisun prescription downregulated β-catenin mRNA expression (P<0.05). The medium and high drug-containing serum groups and the positive drug group significantly downregulated Wnt5a and β-catenin mRNA expression (P<0.05, P<0.01), with the positive drug group showing the most pronounced effect (P<0.01). The high drug-containing serum group and the positive drug group significantly upregulated DKK-1 mRNA expression (P<0.01). Compared with the blank group, the low drug-containing serum group of Wulao Qisun prescription inhibited the expression of OPN and Runx2 proteins (P<0.05, P<0.01), while the medium and high drug-containing serum groups and the positive drug group inhibited the expression of OCN, OPN, and Runx2 proteins (P<0.05, P<0.01). ConclusionThe Wulao Qisun prescription can inhibit the proliferation and osteogenic differentiation of AS fibroblasts, thereby delaying the formation of pathological new bone in AS. The possible mechanism involves the regulation of Wnt/β-catenin-related gene expression, further inhibiting the transcription of downstream target genes.
7.Effect of Rhei Radix et Rhizoma Before and After Steaming with Wine on Intestinal Flora and Immune Environment in Constipation Model Mice
Yaya BAI ; Rui TIAN ; Yajun SHI ; Chongbo ZHAO ; Jing SUN ; Li ZHANG ; Yonggang YAN ; Yuping TANG ; Qiao ZHANG
Chinese Journal of Experimental Traditional Medical Formulae 2025;31(2):192-199
ObjectiveTo study on the different therapeutic effects and potential mechanisms of Rhei Radix et Rhizoma(RH) before and after steaming with wine on constipation model mice. MethodsFifty-four male ICR mice were randomly divided into control group, model group, lactulose group(1.5 mg·kg-1), high, medium and low dose groups of RH and RH steaming with wine(PRH)(8, 4, 1 g·kg-1). Except for the control group, the constipation model was replicated by gavage of loperamide hydrochloride(6 mg·kg-1) in the other groups. After 2 weeks of modeling, each administration group was gavaged with the corresponding dose of drug solution, and the control and model groups were given an equal volume of normal saline, 1 time/d for 2 consecutive weeks. After administration, the feces were collected for 16S rRNA sequencing, the levels of gastrin(GAS), motilin(MTL), interleukin-6(IL-6), γ-interferon(IFN-γ) in the colonic tissue were detected by enzyme-linked immunosorbent assay(ELISA), the histopathological changes of colon were observed by hematoxylin-eosin(HE) staining, flow cytometry was used to detect the proportion changes of CD4+, CD8+ and regulatory T cell(Treg) in peripheral blood. ResultsCompared with the control group, the model group showed significantly decrease in fecal number in 24 h, fecal quality and fecal water rate(P<0.01), the colon was seen to have necrotic shedding of mucosal epithelium, localized intestinal glands in the lamina propria were degenerated, necrotic and atrophied, a few lymphocytes were seen to infiltrate in the necrotic area in a scattered manner, the contents of GAS and MTL, the proportions of CD4+, CD8+ and Treg were significantly reduced(P<0.01), the contents of IL-6 and IFN-γ were significantly elevated(P<0.05, P<0.01). Compared with the model group, the fecal number in 24 h, fecal quality and fecal water rate of high-dose groups of RH and PRH were significantly increased(P<0.05, P<0.01), the pathological damage of the colon was alleviated to varying degrees, the contents of GAS, MTL, IL-6 and IFN-γ were significantly regressed(P<0.05, P<0.01), and the proportions of CD4+ and CD8+ were significantly increased(P<0.01), although the proportion of Treg showed an upward trend, there was no significant difference. In addition, the results of intestinal flora showed that the number of amplicon sequence variant(ASV) and Alpha diversity were decreased in the model group compared with the control group, and there was a significant difference in Beta diversity, with a decrease in the relative abundance of Lactobacillus and an increase in the relative abundances of Bacillus and Helicobacter. Compared with the model group, the ASV number and Alpha diversity were increased in the high-dose groups of RH and PRH, and there was a trend of regression of Beta diversity to the control group, the relative abundance of Lactobacillus increased, and the relative abundances of Bacillus and Helicobacter decreased. ConclusionRH and PRH can improve dysbacteriosis, promote immune system activation, inhibit the release of inflammatory factors for enhancing the gastrointestinal function, which may be one of the potential mechanisms of their therapeutic effect on constipation.
8.Discussion on the Application of Warm-Yang Method in Polycystic Ovary Syndrome Infertility
Pengxuan YAN ; Haiyan ZHANG ; Yukun ZHAO ; Yabei GAO ; Kun LI ; Jingchun ZHANG ; Yuping ZHAO ; Zixiao WEI
Journal of Traditional Chinese Medicine 2025;66(3):312-316
It is believed that there is a pathogenesis of yang deficiency in polycystic ovary syndrome (PCOS) infertility, and it is concluded that warm-yang method has a better effect in improving endometrial abnormality, enhancing the quality of follicles, correcting endocrine disorders, and resolving or alleviating clinical symptoms in PCOS infertility. Based on Yanghe Decoction (阳和汤), a representative traditional Chinese medicine decoction for warming yang, Yanghe Xiaonang Decoction (阳和消囊汤) was formulated, combining with warm medicinals according to symptoms, and aerobic exercise was also advocated to help generate and develop yang qi, in order to provide ideas for clinical treatments.
9.Guidelines for Medical Examination for Cancer in Health Examination Agency(2025 Edition)
Wanqing CHEN ; Zhijian XU ; Qiang ZENG ; Ni LI ; Wei CAO ; Kexin CHEN ; Feng SUN ; Yuping LIU ; Yutong HE ; Peng WANG ; Shiqi TANG ; Qun ZHANG ; Kaifeng PAN ; Jie HE
China Cancer 2025;34(9):667-697
Cancer incidence in China has been rising steadily,with a particularly heavy burden from several high-prevalence malignancies.Medical examination for cancer plays a critical role in the early detection of cancer,precancerous lesions,and precursor conditions,thereby facilitating timely diagnosis and intervention.Such examination also addresses the growing demand for person-alized cancer screening services among diverse population groups.The development of evidence-based,context-specific cancer screening guidelines is essential to enhance the standardization,quality,and equity of preventive screening practices across the country,ultimately improving out-comes in early cancer detection and treatment.Guided by the Department of Medical Emergency Response of the National Health Commission,the Guidelines for Medical Examination for Cancer in Health Examination Agency(2025 Edition)were developed under the leadership of the National Cancer Center.A multidisciplinary panel of experts formulated the guidelines in accordance with the principles and methodology of the World Health Organization Handbook for Guideline Deve-lopment.The guidelines provide evidence-based recommendations on key clinical domains:target cancers and populations,overall screening workflow,screening protocols,diagnostic technolo-gies,result interpretation,follow-up procedures,and quality control.The primary objective is to standardize cancer screening practices in health examination agency and strengthen China's ca-pacity for prevention and control of high-burden cancers.
10.Exploring the protective mechanism of electroacupuncture at Neiguan points on acute high-altitude hypoxic brain injury based on PI3K/AKT signaling pathway
Yongping LI ; Xiuping CHEN ; Yuping SA ; Li TONG ; Yanming REN ; Yi GUO
Space Medicine & Medical Engineering 2025;36(4):362-366
Objective To explore the preventive effect and protective mechanism of electroacupuncture at Neiguan points on acute high altitude hypoxic brain injury by detecting the expression of EPO,p-PI3K,p-AKT and Bcl-2 proteins.Methods 48 male SD rats of SPF grade were randomly divided into control group,model group,western medicine group and Neiguan group.The acute high altitude hypoxic brain injury model was established using a hypobaric hypoxia chamber.The Western medication group received Citicoline Sodium via gastric gavage administration,while the Neiguan acupoint group was administered bilateral electroacupuncture stimulation at the Neiguan acupoints.The morphological changes of hippocampal tissues were observed by HE method,serum biochemical indexes were determined by ELISA method,neuronal apoptosis of rat hippocampal tissues was observed by TUNEL method and the positive rate was calculated,and the expression levels of EPO,p-PI3K,p-AKT and Bcl-2 proteins were detected in rat hippocampal tissues by Western-blot method.Results Compared with the control group,the model group exhibited extensive necrotic pyramidal cells with pyknotic and deeply stained nuclei,significantly elevated serum levels of GFAP,S100B,and UCH-L1(P<0.01),markedly increased hippocampal neuronal apoptosis(P<0.01),and upregulated protein levels of EPO,p-PI3K,p-AKT,and Bcl-2 in hippocampal tissue(P<0.01).Compared with the model group,both the western medication group and the electroacupuncture at Neiguan group exhibited a significant reduction in necrotic pyramidal cells in brain tissue,with occasional pyknotic and deeply stained nuclei.Serum levels of GFAP,S100B,and UCH-L1 were markedly decreased(P<0.01),hippocampal neuronal apoptosis was significantly reduced(P<0.01),and protein expression of EPO,p-PI3K,p-AKT,and Bcl-2 in hippocampal tissue was upregulated(P<0.01).No statistically significant differences were observed between the western medication group and the Neiguan electroacupuncture group(P>0.05).Conclusion Electroacupuncture at Neiguan may ameliorate acute high-altitude hypoxic brain injury,potentially through modulating EPO protein expression to activate the PI3K/AKT signaling pathway,thereby inhibiting hippocampal neuronal apoptosis.

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