1.Accuracy of large language models for answering pediatric preventive dentistry questions
GUAN Boyan ; XU Minghe ; ZHANG Huiqi ; MA Shulei ; ZHANG Shanshan ; ZHAO Junfeng
Journal of Prevention and Treatment for Stomatological Diseases 2025;33(4):313-319
Objective:
To evaluate and compare the accuracy of responses to pediatric preventive dentistry-related questions between the domestic large language model, ChatGLM-6B, and the international large language model, ChatGPT-3.5, in order to provide insights for further research and development of domestic language models in the field of oral medicine.
Methods:
A total of 100 common pediatric preventive dentistry questions of varying difficulty levels [basic (n = 35), intermediate (n = 35), and advanced (n = 30) ] were provided by pediatric preventive dentistry experts. Two doctors independently registered these questions with ChatGPT-3.5 and ChatGLM-6B and collected the answers. A cohort of 16 dentists assessed responses generated by ChatGLM-6B and ChatGPT-3.5 using a predefined 3-point Likert scale. The average score of the ratings from 16 doctors was taken as the answer score. If the answer score was higher than 2.8, it was accepted as a accurate answer; if the score was lower than 1.4, it was accepted as an inaccurate answer; if the score was between 1.4 and 2.8, it was accepted as a partially accurate answer. Comparative analysis was conducted on the accuracy rates and evaluation outcomes between the two groups. Consistency analysis of the ratings was conducted
Results:
The answer accuracy rates of ChatGPT-3.5 and ChatGLM-6B for 100 pediatric preventive dentistry questions were comparable: ChatGPT-3.5 demonstrated 68% accurate, 30% partially accurate, and 2% inaccurate responses, while ChatGLM-6B showed 67% accurate, 31% partially accurate, and 2% inaccurate responses, with no statistically significant differences (P>0.05). Both models exhibited equivalent accuracy across questions of varying difficulty levels (basic, intermediate, advanced), showing no statistical differences (P>0.05). The overall average scores for ChatGPT3.5 and ChatGLM-6B in answering all questions were both 2.65, with no statistically significant difference (P>0.05). For questions of different difficulty levels, ChatGPT3.5 had an average score of 2.66 for basic questions while ChatGLM-6B had an average score of 2.70. For intermediate questions, ChatGPT3.5 had an average score of 2.63 and ChatGLM-6B had an average score of 2.64. For advanced questions, ChatGPT3.5 had an average score of 2.68, and ChatGLM-6B had an average score of 2.61. No statistically significant differences were observed across any difficulty category (P>0.05). The consistency of the experts’ grading ranged from fair to moderate.
Conclusion
This study demonstrates the potential of both ChatGLM-6B and ChatGPT-3.5 in answering pediatric preventive dentistry questions. ChatGLM-6B performed similarly to ChatGPT-3.5 in this field, but the accuracy rates of both models fell short of expectations and are not suitable for clinical use. Future efforts should focus on improving the accuracy and consistency of large language models in providing medical information, as well as developing specialized medical models for the field of oral medicine.
2.Implementing AI-constructed knowledge graphs in teaching for histology of immune system
Jiamei LIU ; Ying LIU ; Shulei LI ; Jia ZHAO ; Huinan QU
Chinese Journal of Immunology 2025;41(6):1320-1323
Under the new educational development trends,numerous universities are actively exploring the deep integration of digital information technology and artificial intelligence(AI)technology with teaching.Through a three-phase process involving stu-dents'pre-class AI-assisted online self-learning via knowledge graphs,interactive classroom teaching between teachers and students,and post-class collaborative enhancement,we explored intelligent visualization-assisted teaching,personalized learning,and multi-di-mensional,fine-grained formative assessment to help teachers offer differentiated attention and personalized guidance,encourage stu-dents'autonomous and personalized learning,enhance students'self-study capabilities.This teaching practice has achieved remark-able results in stimulating students'learning enthusiasm,broadening their knowledge base,and enhancing their self-directed learning capabilities.
3.Effect of Echinacea purpurea extract on digestive ability and intestinal barrier function of Bamei ternary pigs
Zixin CHEN ; Hua WU ; Wensheng WANG ; Jiayi LIU ; Jiewei SHEN ; Long LI ; Guohong ZHAO ; Shulei MA
Chinese Journal of Veterinary Science 2025;45(7):1525-1534
The aim of the experiment was to study the effects of Echinacea purpurea extract on the digestive ability,immune function and intestinal barrier of the Bamei ternary pigs.Forty-eight healthy pigs of 50 days old were randomly divided into four groups,each with three replicates and four pigs in each replicate.The control group(CON)was fed a basal diet,and the experimental group was divided into 5 g/kg(T1),10 g/kg(T2)and 15 g/kg(T3)of Echinacea extract in the basal diet.The pre-test period was 5 days and the main test period was 35 days with free feeding and drinking during the test period.The results showed that:There was no significant effect on the apparent digestibility of nutrients and jejunum morphology in the test group compared to the CON group(P>0.05).Amylase and trypsin activities were significantly higher in the experimental group and lipase activities were significantly higher in T2 and T3 groups compared to CON group(P<0.05).GSH,CAT and T-AOC activities were significantly higher in the experimental group compared to CON group(P<0.05).In comparison with CON group,the levels of IL-1 and IL-6 were significantly lower in the experimental group(P<0.05),and the levels of TNF-α were significantly lower in the T2 and T3 groups(P<0.05);and the levels of IL-10 were signifi-cantly higher in the T3 group(P<0.05).The mRNA and protein expression levels of TLR4,MyD88,TRAF6,and NF-κB were significantly lower in the experimental group(P<0.05).The mRNA and protein expression levels of CLDN-1,OCLN and ZO-1 were significantly increased in the test group(P<0.05).The results between the test groups showed that the protein expression levels of CLDN-1 and OCLN were significantly increased in the T3 group compared with the T1 group(P<0.05).In conclusion,the addition of Echinacea extract to the ration can,to a certain ex-tent,improve the digestive ability,balance the immune ability,and improve the intestinal barrier function of the Bamei ternary pigs,thus promoting the intestinal health of pigs.
4.Clinical characteristics of patients with metastatic gastric tumor:A report of 21 cases
Ruixia WANG ; Tianjie CHEN ; Tong SU ; Shulei ZHAO
Tumor 2025;45(3):226-231
Objective:To explore the clinical characteristics of patients with metastatic gastric tumor and to differentiate them from those with primary malignant gastric tumors.Methods:This study retrospectively analyzed the clinical data of 21 patients with metastatic gastric tumor confirmed by gastroscopy biopsy and pathology.The clinical manifestations,gastroscopy characteristics,pathological results,and the time interval between the diagnosis of primary malignant tumor and the confirmation of gastric metastasis were summarized.Results:The patient primarily exhibited symptoms related to gastric involvement;gastroscopy findings resembled those of primary malignant tumors of the stomach;pathological results were consistent with primary malignant tumors;the time interval between the diagnosis of primary cancer and the confirmation of metastatic gastric tumor varied significantly,ranging from up to 18 years to simultaneous detection.Conclusion:Metastatic gastric tumors are similar to primary malignant tumors of the stomach in terms of clinical manifestations and endoscopic features,making clinical differentiation challenging.The main approach for distinguishing them is based on pathological examination.
5.Implementing AI-constructed knowledge graphs in teaching for histology of immune system
Jiamei LIU ; Ying LIU ; Shulei LI ; Jia ZHAO ; Huinan QU
Chinese Journal of Immunology 2025;41(6):1320-1323
Under the new educational development trends,numerous universities are actively exploring the deep integration of digital information technology and artificial intelligence(AI)technology with teaching.Through a three-phase process involving stu-dents'pre-class AI-assisted online self-learning via knowledge graphs,interactive classroom teaching between teachers and students,and post-class collaborative enhancement,we explored intelligent visualization-assisted teaching,personalized learning,and multi-di-mensional,fine-grained formative assessment to help teachers offer differentiated attention and personalized guidance,encourage stu-dents'autonomous and personalized learning,enhance students'self-study capabilities.This teaching practice has achieved remark-able results in stimulating students'learning enthusiasm,broadening their knowledge base,and enhancing their self-directed learning capabilities.
6.Effect of Echinacea purpurea extract on digestive ability and intestinal barrier function of Bamei ternary pigs
Zixin CHEN ; Hua WU ; Wensheng WANG ; Jiayi LIU ; Jiewei SHEN ; Long LI ; Guohong ZHAO ; Shulei MA
Chinese Journal of Veterinary Science 2025;45(7):1525-1534
The aim of the experiment was to study the effects of Echinacea purpurea extract on the digestive ability,immune function and intestinal barrier of the Bamei ternary pigs.Forty-eight healthy pigs of 50 days old were randomly divided into four groups,each with three replicates and four pigs in each replicate.The control group(CON)was fed a basal diet,and the experimental group was divided into 5 g/kg(T1),10 g/kg(T2)and 15 g/kg(T3)of Echinacea extract in the basal diet.The pre-test period was 5 days and the main test period was 35 days with free feeding and drinking during the test period.The results showed that:There was no significant effect on the apparent digestibility of nutrients and jejunum morphology in the test group compared to the CON group(P>0.05).Amylase and trypsin activities were significantly higher in the experimental group and lipase activities were significantly higher in T2 and T3 groups compared to CON group(P<0.05).GSH,CAT and T-AOC activities were significantly higher in the experimental group compared to CON group(P<0.05).In comparison with CON group,the levels of IL-1 and IL-6 were significantly lower in the experimental group(P<0.05),and the levels of TNF-α were significantly lower in the T2 and T3 groups(P<0.05);and the levels of IL-10 were signifi-cantly higher in the T3 group(P<0.05).The mRNA and protein expression levels of TLR4,MyD88,TRAF6,and NF-κB were significantly lower in the experimental group(P<0.05).The mRNA and protein expression levels of CLDN-1,OCLN and ZO-1 were significantly increased in the test group(P<0.05).The results between the test groups showed that the protein expression levels of CLDN-1 and OCLN were significantly increased in the T3 group compared with the T1 group(P<0.05).In conclusion,the addition of Echinacea extract to the ration can,to a certain ex-tent,improve the digestive ability,balance the immune ability,and improve the intestinal barrier function of the Bamei ternary pigs,thus promoting the intestinal health of pigs.
7.Clinical characteristics of patients with metastatic gastric tumor:A report of 21 cases
Ruixia WANG ; Tianjie CHEN ; Tong SU ; Shulei ZHAO
Tumor 2025;45(3):226-231
Objective:To explore the clinical characteristics of patients with metastatic gastric tumor and to differentiate them from those with primary malignant gastric tumors.Methods:This study retrospectively analyzed the clinical data of 21 patients with metastatic gastric tumor confirmed by gastroscopy biopsy and pathology.The clinical manifestations,gastroscopy characteristics,pathological results,and the time interval between the diagnosis of primary malignant tumor and the confirmation of gastric metastasis were summarized.Results:The patient primarily exhibited symptoms related to gastric involvement;gastroscopy findings resembled those of primary malignant tumors of the stomach;pathological results were consistent with primary malignant tumors;the time interval between the diagnosis of primary cancer and the confirmation of metastatic gastric tumor varied significantly,ranging from up to 18 years to simultaneous detection.Conclusion:Metastatic gastric tumors are similar to primary malignant tumors of the stomach in terms of clinical manifestations and endoscopic features,making clinical differentiation challenging.The main approach for distinguishing them is based on pathological examination.
8.Study on Huangqi Jiedu Decoction for Wnt/β-catanin signaling pathway inhibiting EMT against lung metastasis of breast cancer
Shulei LIU ; Lifang LIU ; Lihong ZENG ; Yao ZHOU ; Dan ZHAO ; Jie GONG ; Hailin CAO
International Journal of Traditional Chinese Medicine 2023;45(9):1113-1118
Objective:To observe the inhibitory effects of Huangqi Jiedu Decoction on lung metastasis of breast cancer in nude mice; To explore the mechanism of intervening epithelial mesenchymal transformation (EMT) induced by Wnt/β-catenin signaling pathway.Methods:Totally 30 nude mice were divided into model group, adriamycin group and Huangqi Jiedu Decoction low-, medium-, and high-dosage groups according to random number table method. Each group was injected subcutaneously with mouse breast cancer 4T1 cells to construct tumor - bearing nude mice model. Huangqi Jiedu Decoction low-, medium- and high-dosage groups were intragastrically administrated with Huangqi Jiedu Decoction 17.82, 35.64 and 71.28 g/kg; adriamycin group was injected intraperitoneally adriamycin 0.05 g/kg; model group was intragastrically administrated with normal saline of the same volume for 21 d. Tumor volume was measured at 9, 15, and 21 days after modeling. After the end of administration, the tumor tissue was separated, the tumor weight was measured, and the tumor inhibition rate was calculated. The lung tissue was Isolated,, the number of lung metastatic nodules and the inhibition rate of lung metastasis was counted. HE staining was used to observe the tissue morphology and evaluate the effectiveness of the model. The protein expressions of β-catenin, E-Cadherin and Vimentin in lung tissue were detected by Western Blot. The mRNA levels of β-catenin, E-Cadherin and Vimentin in lung tissue were detected by real-time fluorescent quantitative PCR.Results:Compared with the model group, the tumor volume and mass of Huangqi Jiedu Decoction low-, medium- and high-dosage groups decreased ( P<0.01); the number of pulmonary metastasis nodules in Huangqi Jiedu Decoction high-dosage group significantly decreased ( P<0.01); the mRNA and protein expressions of β-catenin and Vimentinm decreased in the Huangqi Jiedu Decoction low-, medium- and high-dosage groups ( P<0.01), and the protein and mRNA expressions of E-Cadherin increased in the Huangqi Jiedu Decoction high-dosage group ( P<0.01). Conclusion:Huangqi Jiedu Decoction can effectively inhibit the growth and lung metastasis of breast cancer transplanted tumor, and the mechanism may be to down-regulate the expression of key molecules in the Wnt/β-catanin signaling pathway, thereby inhibiting the EMT process, so as to inhibit the lung metastasis of breast cancer.
9.Exploration and practice of patient satisfaction evaluation management in multi-campus public hospitals
Weiqi ZHANG ; Rong ZHAO ; Haoning WANG ; Songxuan YU ; Jiayu MO ; Xiaorong WU ; Yang WEN ; Shulei FAN ; Yanli SHEN ; Huiyun YUAN
Chinese Journal of Hospital Administration 2022;38(4):280-284
Patient satisfaction is one of the core indicators to measure the service quality of medical institutions. To this end, a multi-campus public hospital in Shanghai constructed a management system of patient satisfaction evaluation. Since 2021, its call center has conducted a full coverage satisfaction assessment for discharged patients from its three campuses and collected dissatisfaction information feedback. The hospital organized relevant clinical departments and functional departments to fully communicate with the dissatisfied patients according to the feedback information, followed by a joint rectification. The hospital regularly conducts in-depth analysis of all complaints for timely discovery of common problems in different campuses for continuous improvement. This practice can provide reference for multi-campus hospitals to promote homogeneous management, to improve management efficiency, service quality and patient satisfaction.
10.Mechanism of Chaihu Qinggantang in Intervening NLRP3/IL-1β Pathway to Treat Granulomatous Lobular Mastitis in Rat Model
Yao ZHOU ; Lifang LIU ; Jialu LIU ; Jie GONG ; Shulei LIU ; Dan ZHAO ; Jie LING ; Hongqiao FAN
Chinese Journal of Experimental Traditional Medical Formulae 2022;28(15):1-7
ObjectiveTo investigate the mechanism of Chaihu Qinggantang (CHQGT) in the treatment of granulomatous lobular mastitis (GLM) in the rat model. MethodSixty female rats were divided into a normal group, a model group, a prednisolone group (0.001 8 g·kg-1), and three CHQGT low-dose, medium-dose, and high-dose groups (4.5, 8.9, 17.8 g·kg-1). The tissue homogenates mixed with GLM lesion tissue and Fritner's reagent were used for modeling. After modeling, the treatment groups were given corresponding treatment factors, and the normal group and the model group were given the equal volume of normal saline. The changes in mammary gland of rats were observed after 14 d. Hematoxylin-eosin (HE) staining was used to observe the histopathological changes in breast samples. The mRNA expressions of NOD-like receptor thermal protein domain associated protein 3 (NLRP3) inflammasome, Caspase-1, and interleukin-1β (IL-1β) were detected by real-time quantitative fluorescence polymerase chain reaction (Real-time PCR). The protein expressions of NLRP3, Caspase-1, IL-1β, and IL-18 were detected by Western bolt. ResultAs compared with the normal group, the breasts of rats in the model group were obviously swelling, and mammary gland inflammation index was significantly increased (P<0.01). Pathological changes included the formation of granuloma centered on the lobule of mammary gland with a large number of inflammatory cells such as lymphocytes and plasma cells. The mRNA expressions of NLRP3, Caspase-1, and IL-1β, and the protein expressions of NLRP3, Caspase-1, IL-1β, and IL18 in the model group were significantly increased (P<0.01). Compared with the model group, the treatment groups improved breast swelling, and the CHQGT medium and high-dose groups and the prednisolone group reduced inflammation index to some extent after treatment (P<0.05, P<0.01). The inflammation degree of mammary gland was significantly improved, and inflammatory cells such as macrophages, lymphocytes, and plasma cells were reduced to varying degrees in pathological aspects. The mRNA expressions of NLRP3, Caspase-1, and IL-1β, and the protein expressions of NLRP3, Caspase-1, IL-1β, and IL-18 in the CHQGT high-dose group and the prednisolone group were significantly down-regulated (P<0.05, P<0.01). ConclusionCHQGT inhibits inflammation and treats GLM in rats. The mechanism is possibly related to the inhibition of NLRP3/IL-1β signaling pathway, which provides a new target for the prevention and treatment of GLM by Qingxiao method.


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