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.
2.Synthesis and anti-inflammatory activity of three series of coumarin-based derivatives
Xiujuan ZHAO ; Hengli YANG ; Jinye WU ; Xiaoqi ZHENG ; Yaoping ZHANG ; Yuping LIN ; Chunyan HU
Journal of China Pharmaceutical University 2025;56(1):40-48
In this work, starting from 4-hydroxycoumarin, three series of 22 coumarin derivatives, among which 8 have not been reported in the literature, were synthesized and their in vitro anti-inflammatory activities and mechanisms of action were preliminarily investigated using mouse macrophage model. The results showed that most of the derivatives could significantly inhibit the production of pro-inflammatory factor NO, with compounds 2e, 2f, 2g, 2h, 2i, 2j, 4e, and 4f showing better anti-inflammatory activity than the positive control drug dexamethasone. Further experiments showed that compounds 2h and 4f significantly inhibited the production of pro-inflammatory factors IL-6, TNF-α and IL-1β in RAW264.7 macrophages, and could, therefore, be used as lead compounds for further studies.
3.Advances in pharmacotherapy for angiosarcoma
Yuping GE ; Ying LIU ; Lin ZHAO
Basic & Clinical Medicine 2024;44(10):1363-1367
Angiosarcoma(AS)is a rare soft tissue sarcoma originating from vascular or lymphatic endothelial cells,accounting for less than 1% of soft tissue sarcomas.It is most common in skin and surface of soft tissue.The diagno-sis of AS is based on pathology,and the expression of CD31,ERG and CD34 is commonly positive in immuno-his-tochemistry.Staging is performed according to the American Joint Committee on Cancer(AJCC)criteria for soft tis-sue sarcoma.Radical surgery is the primary therapy for locally confined disease.For un-resectable or metastatic an-giosarcoma,chemotherapy is the main treatment method.Targeted therapy and immunotherapy have developed rap-idly in recent years,and the combined therapy of different types of chemotherapy drug has been the focus of optimi-zation in the future.
4.Investigation on Clinical Oncology Teaching Among Medical Students
Zhiyang ZHANG ; Lin ZHAO ; Yajuan SHAO ; Xiang WANG ; Ningning LI ; Xiaohong NING ; Yuping GE
Medical Journal of Peking Union Medical College Hospital 2024;15(1):223-228
5.Effect of Jian-Pi-Zhi-Dong decoction on autonomous activity and dopamine synaptic vesicle protein expression in the striatum of Tourette syndrome model rats
Yuping LI ; Xiaona XUE ; Zijia CHEN ; Daohan WANG ; Lyuping LIN ; Xiaofang LIU
Chinese Journal of Behavioral Medicine and Brain Science 2024;33(6):481-486
Objective:To explore the effect of Jian-Pi-Zhi-Dong decoction on autonomous activity and dopamine (dopamine, DA) synaptic vesicle protein expression in the striatum of Tourette syndrome (TS) model rats.Methods:The 4-week-old male SD rats were used to establish the TS model by intraperitoneal injection of N-aminodipropionate. Thirty successfully modeled rats were randomly divided into model group, Chinese medicine group, and tiberide group according to random number table method, with 10 rats in each group. And another 10 rats with matched body mass were selected as the control group. Rats in Chinese medicine group were given Jian-Pi-Zhi-Dong decoction solution (1.6 g/100 g) and the rats in tiapride group were given sulfate tiapride suspension (2.1 mg/100 g), while rats in control group and model group were given an equal volume of 0.9% sodium chloride solution, once a day for 4 weeks.The number of autonomous activities in rats was determined by autonomous activity programmer. ELISA was used to detect the level of DA in the striatum of rats and the expression of dopamine transporter (DAT).Vesicular monoamine transporter-2 (VMAT2) and α-synuclein (α-syn) were measured by Western blot.SPSS 25.0 software was used for data analysis. Multiple group comparisons were performed using one-way ANOVA, non-parametric test and repeated measures ANOVA.Results:Comparing the number of autonomous activities among the 4 groups, the interaction effect between time and group was significant ( F=184.354, P<0.001). At the 1-4 weeks of gavaging, the numbers of autonomic activities in the model group were more than those in the control group (all P<0.05).While the numbers of autonomic activities in Chinese medicine group and tiapride group were less than those in the model group (all P<0.05). Moreover, the numbers of autonomic activities in Chinese medicine group and tiapride group from 1 to 4 weeks were less than those after model making (all P<0.05). The Western blot results showed significant differences in the relative expression of α-syn ( H=29.098), DAT ( F=54.632) and VMAT2 ( H=18.982) among the 4 groups (all P<0.001). The expression levels of α-syn protein in Chinese medicine group and tiapride group were both lower than that in the model group (0.39(0.36, 0.51), 0.39(0.36, 0.50), 0.62(0.50, 0.70)) (both P<0.05). The expression level of DAT protein in Chinese medicine group was higher than that in the model group and lower than that in tiapride group ((0.37±0.06), (0.26±0.07), (0.49±0.09)) (both P<0.05). And the expression level of VMAT2 protein in Chinese medicine group had no significant difference compared with that in the model group ( P>0.05).The ELISA results showed significant differences in DA content of striatum among the 4 groups ( F=75.370, P<0.001). The level of DA in the model group was higher than that in the control group ((7.65±0.72) ng/L, (3.71±0.59) ng/L, P<0.05). The levels of DA in Chinese medicine group ((3.92±0.81) ng/L) and tiapride group ((4.40±0.53) ng/L) were lower than that in the model group (both P<0.05), and the difference between Chinese medicine group and tiapride group was not significant ( P>0.05). Conclusion:Jian-Pi-Zhi-Dong decoction can relieve the tic symptoms of the model rats with TS, and its mechanism may be related to inhibiting the excessive release of α-syn, improving the expression of DAT and VMAT2, improving the DA synaptic vesicle circulation, and reducing the DA content in the synaptic space of the brain.
6.Synthesis of 177Lu-labeled liquid metal-based ROS radiosensitizer and preliminary study of its therapeutic efficacy on breast cancer in mice
Junjie YAN ; Chen SU ; Jianhan LIN ; Xinyu WANG ; Donghui PAN ; Yuping XU ; Lizhen WANG ; Chongyang CHEN ; Min YANG
Chinese Journal of Nuclear Medicine and Molecular Imaging 2024;44(6):343-348
Objective:To radiolabel hyperbranched polymer (HG)-modified liquid metal nanodroplet (LMND)@HG with 177Lu, and explore the radiotherapy sensitization effect on anti-breast cancer therapy. Methods:The ultrasonication method was used to prepare LMND@HG, and then 177LuCl 3 was mixed with LMND@HG to label 177Lu by alloying reactions. The labeling rate, plasma stability and cytotoxicity of 177Lu-LMND@HG were detected. Xenograft mouse model of breast cancer was constructed, and the tumor inhibition test was performed by an intratumoral injection. The tumor progression was monitored by in vivo imaging system. The mechanism of tumor inhibition was verified by immunohistochemistry and immunofluorescence assays. One-way analysis of variance, repeated measures analysis of variance, and the least significant difference t test were used to analyze the data. Results:177Lu was successfully labeled to LMND@HG with a high labeling efficiency >95%. The product did not require further purification and the plasma radiochemical purity was still higher than 95% after 5 d. The cytotoxicity test showed that a dose of 888 kBq (40 mg/L) 177Lu-LMND@HG had obvious toxicity to 4T1 cells, which was significantly lower than 177LuCl 3 (cell viabilities: (16.48±7.81)% vs (85.77±8.87)%; F=77.81, t=11.73, P<0.001) and LMND@HG ((46.53±5.75)%; t=6.20, P<0.001). The biological distribution results showed that 177Lu-LMND@HG was mainly distributed in tumor tissue 5 d after intratumoral injection. The results of the tumor inhibition experiment showed that 1.48 MBq 177Lu-LMND@HG could significantly inhibit the tumor growth compared with the 177LuCl 3 (tumor volume: (222.66±97.70) vs (789.13±245.04) mm 3;F=18.55, t=4.29, P=0.005). In vivo optical imaging of small animals showed that 1.48 MBq and 3.70 MBq 177Lu-LMND@HG both significantly inhibited the tumor growth. Immunofluorescence and immunohistochemical results showed that 177Lu-LMND@HG caused double-stranded DNA break, and suppressed the tumor growth by inhibiting cell proliferation and angiogenesis. Conclusions:A novel 177Lu-liquid metal-based reactive oxygen species (ROS) radiation sensitizer is successfully prepared in this study. The preparation method is efficient and convenient, and the product has high stability. 177Lu-LMND@HG shows an obvious radiotherapy sensitization effect on breast tumor-bearing mice.
7.Clinical characteristics, diagnosis and treatment of pure paroxysmal kinesigenic dyskinesia and complicated type with epilepsy
Wensi HAO ; Jiaqi HAN ; Rui MA ; Xiating ZHANG ; Lehong GAO ; Hua WEI ; Yicong LIN ; Jia CHEN ; Yuping WANG
Chinese Journal of Neurology 2024;57(9):951-958
Objective:To summarize the clinical features, electroencephalogram (EEG) and magnetoencephalogram (MEG) of patients with pure paroxysmal kinesigenic dyskinesia (PKD) and PKD with epilepsy, so as to better distinguish them and guide the treatments.Methods:The clinical data of 200 patients diagnosed with PKD in the Outpatient Department of Xuanwu Hospital, Capital Medical University from 2000 to 2023 were analyzed retrospectively. The patients were divided into 2 groups: pure PKD (174 cases) and PKD with epilepsy (26 cases) according to whether accompanied by epilepsy. The differences in clinical features, drug therapy, EEG and MEG were compared between the 2 groups.Results:The clinical features of the 2 groups were essentially similar, and the proportion of PKD dyskinesia induced by emotional stress in the pure PKD group (54/174, 31.03%) was higher than that in the PKD with epilepsy group (2/26, 7.69%; χ 2=5.010, P=0.025). In terms of pharmacological response, carbamazepine was the most commonly used medication in both groups, but patients with PKD with epilepsy may need a higher therapeutic dosages (0.2-0.4 g/d, and gradually increased to 0.8 g/d) to effectively manage both dyskinesia and seizures. Regarding the EEG and MEG, the proportion of EEG abnormalities was higher in PKD patients with epilepsy, mainly manifested as focal spikes [1/70(1.43%) vs 9/21(42.86%), χ 2=24.268, P<0.001], together with aberrant MEG discharge (4/18 vs 3/5, χ 2=1.155, P=0.282). The MEG dipoles were mainly distributed in the brain regions close to the frontal lobe and central region. Conclusions:The clinical manifestations of motor symptoms of pure PKD and PKD with epilepsy are similar, and carbamazepine remains the most effective treatment. PKD patients with epilepsy have a higher proportion of abnormal EEG, mainly manifested as focal spikes, and are more likely to show abnormal discharge of MEG, which could be used to distinguish them.
8.Study on inhibitory effects of Wubao capsule on airway inflammation in asthmatic model mice by regulating the upstream and downstream cytokines of type Ⅱ innate lymphoid cells
Qiushi ZHANG ; Feng HUANG ; Xiaoyun TONG ; Zhuya YANG ; Baojing LI ; Yuping LIN ; Lu QU ; Jian NIE ; Chunyan HU
China Pharmacy 2023;34(2):156-160
OBJECTIVE To study the effects of Wubao capsule on airway inflammation in asthmatic model mice by regulating upstream and downstream cytokines of type Ⅱ innate lymphoid cells (ILC2s). METHODS Totally 40 female BABL/c mice were randomly divided into normal group, model group, positive control group (dexamethasone 1 mg/kg), Wubao capsule low-dose and high-dose groups (0.5, 1 g/kg), with 8 mice in each group. Asthma models were induced by ovalbumin (OVA) sensitization and nebulization. Each group was given normal saline or drug intragastrically for 7 consecutive days. The contents of IgE and OVA-IgE in serum, the contents of interleukin 5 (IL-5), IL-9, IL-13, IL-25, IL-33, thymic stromal lymphopoietin (TSLP) and mucin 5AC (MUC5AC) in bronchoalveolar lavage fluid (BALF) were determined by ELISA. HE staining was used to observe the pathological changes of lung tissues in mice. PAS staining was used to observe the changes of goblet cell proliferation in each group. The number of ILC2s in lung tissue was determined by flow cytometry (except for Wubao capsule low-dose group). RESULTS Compared with model group, the contents of IgE and OVA-IgE in serum and the contents of IL-5, IL-9, IL-13, IL-25, IL-33, TSLP and MUC5AC in BALF were significantly reduced in Wubao capsule high-dose and low-dose groups (P<0.01). The infiltration of inflammatory cells and the thickening of basement membrane in lung tissue was alleviated to varying degrees, and the proliferation of goblet cells was inhibited; the number of ILC2s in lung tissues of mice in Wubao capsule high-dose group was significantly reduced (P<0.01). CONCLUSIONS Wubao capsule could effectively reduce the number of ILC2s in lung tissue, the contents of upstream and downstream cytokines of ILC2s in BALF of asthmatic model mice, so as to inhibit the airway inflammation and improve asthma.
9.Improvement effect and mechanism of different extracts from Tylophora yunnanensis on non-alcoholic steato-hepatitis
Xue QIAO ; Xinping LI ; Yongmei XUE ; Qionglian FANG ; Mengmeng WANG ; Yuping LIN
China Pharmacy 2023;34(10):1182-1186
OBJECTIVE To investigate the improvement effect and mechanism of different extracts from Tylophora yunnanensis on non-alcoholic steatohepatitis (NASH). METHODS Normal human liver LO2 cells were induced to steatosis by free fatty acid, then were divided into normal group, model group, silybin group (100 μmol/mL), T. yunnanensis ethanol extracts (TYS) group (50 μg/mL), T. yunnanensis ethyl acetate extracts (TYSA) group (50 μg/mL), and T. yunnanensis n-butanol extracts (TYSB) group (50 μg/mL). After 24 hours of drug intervention, the deposition of lipid droplets was observed in LO2 cells in each group. The contents of total cholesterol (TC), triacylglycerol (TG), malondialdehyde (MDA) and glutathione (GSH), the activities of aspartate transaminase (AST), alanine transaminase (ALT) and superoxide dismutase (SOD), the mRNA expressions of Kelch-like ECH-associated protein 1( Keap1), nuclear factor E2-related factor 2( Nrf2) and heme oxygenase 1( HO- 1) were detected. NASH rat model was induced by a high-fat diet, and then divided into normal group, model group, silybin group (12.6 mg/kg), TYS group (80 mg/kg), TYSA group (80 mg/kg) and TYSB group (80 mg/kg), with six rats in each group. The liver indexes of rats in each group were calculated after 6 weeks of drug intervention. The liver histopathological changes were observed, and the contents of TC, TG, HDL-C and LDL-C, AST and ALT activities in serum, the contents of MDA and GSH, SOD activities in liver tissue were detected. RESULTS Compared with model group, TYS, TYSA and TYSB could reduce lipid droplet deposition, intracellular TC, TG and MDA contents, AST and ALT activities, and increase SOD activity, GSH content, and Keap1, Nrf2, HO-1 mRNA expression levels in LO2 cells after steatosis to varying degrees, with some differences being statistically significant (P<0.05). They also significantly improved liver injury in NASH model rats, reduced their liver indexes, TC, TG, LDL-C and MDA contents, AST and ALT 1-042) activities, and increased HDL-C (except for TYS and TYSB), GSH contents and SOD activity, with TYSA having the most significant effect (P<0.05). CONCLUSIONS TYS, TYSA and TYSB have a certain improvement effect on NASH, among which TYSA has the most obvious effect. Its mechanism of action may be related to upregulating the Keap1/Nrf2/HO-1 signaling pathway and inhibiting oxidative stress
10.Correlation of neutrophil extracellular traps with T cells differentiation in Hashimoto′s thyroiditis mice and vitamin D′s relief effect
Xizhen WU ; Haiyan YANG ; Shien FU ; Yuping LIU ; Li LI ; Xinghuan LIANG ; Yingfen QIN ; Faquan LIN ; Zuojie LUO
Chinese Journal of Endocrinology and Metabolism 2023;39(2):149-155
Objective:To investigate correlation between neutrophil extracellular traps(NETs) formation and T cell subsets in mice with experimental autoimmune thyroiditis(EAT) and the impact of active vitamin D intervention.Methods:Six-week-old female BALB/c mice were randomly divided into Control group, EAT group and 1, 25 dihydroxy vitamin D 3[1, 25(OH) 2D 3] treatment group(VitD group; n=6/group). HE staining was used to observe thyroid pathology. Plasma thyroglobulin antibody(TGAb), thyroid peroxidase antibody(TPOAb), and 1, 25(OH) 2D 3 were measured by ELISA. Peripheral NETs formation, Th1, Th2, and Th17 cell ratio from spleen were measured by flow cytometry. Correlation between NETs formation rate and Th1, Th2, and Th17 cell ratio was analyzed. Results:Compared with Control group, mice in EAT group had significantly increased thyroid inflammation scores, thyroiditis morbidity, TPOAb, TGAb levels, NETs formation rate, Th2(CD4 + IL-4 + or CD4 + IL-13 + )and Th17 cell proportions( P were <0.001, 0.002, 0.007, <0.001, <0.001, 0.003, 0.001, and 0.002, respectively), and significant decreased 1, 25(OH) 2D 3, Th1 cell proportions, Th1/Th2(CD4 + IL-4 + ), Th1/Th2(CD4 + IL-13 + ), and Th1/Th17 ratios( P were 0.010, 0.018, 0.010, 0.005, and 0.007, respectively). Compared with the EAT group, the VitD group had lower thyroid inflammation scores, TPOAb, TGAb levels, NETs formation rate, Th2(CD4 + IL-4 + or CD4 + IL-13 + ) and Th17 cell proportions( P were 0.044, 0.007, <0.001, 0.001, 0.014, 0.008, and 0.001, respectively), and significant higher Th1 cell ratio, Th1/Th2(CD4 + IL-13 + ) and Th1/Th17 ratio( P were 0.011, 0.009, and 0.003, respectively). The Th1/Th2(CD4 + IL-4 + ) was not significantly increased in VitD group compared with EAT group( P=0.174). NETs formation rate was positively correlated with Th2(CD4 + IL-4 + or CD4 + IL-13 + ) and Th17 cell proportion( r were 0.65, 0.59, and 0.61; and P were 0.004, 0.010, and 0.007, respectively), but not with Th1 cell proportion( r=-0.47, P=0.051). Conclusion:EAT mice were more prone to NETs formation. Active vitamin D may relieve immune imbalance with increased Th2 and Th17 cell ratio and decreased Th1 cell ratio by reducing the formation of NETs in EAT mice. Vitamin D played the protective role in thyroid by reducing thyroid pathological damage and thyroid autoantibody levels, and relived overall lymphocyte imbalance.

Result Analysis
Print
Save
E-mail