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.

AIM:To investigate the effect of doublecortin-like kinase 1(DCLK1)on the biological properties of gastric cancer stem cells,and to explore its possible mechanism.METHODS:Serum-free suspension culture of gastric cancer stem cells and targeted inhibition of DCLK1 activity in gastric cancer stem cells with DCLK1 inhibitor DCLK1-IN-1 were performed.The expression levels of DCLK1,stemness-related proteins(SOX2 and OCT4),proliferation-related pro-teins(cyclin D1 and c-MYC),drug resistance-related proteins(ABCG2 and TOP2A),epithelial-mesenchymal transition-related proteins(E-cadherin,vimentin and Snail),and PI3K/AKT/mTOR signaling pathway-related proteins in gastric cancer stem cells were examined by Western blot.The effects of DCLK1 on viability and drug resistance of gastric cancer stem cells were determined by CCK-8 assay,and the effects of DCLK1 on self-renewal of gastric cancer stem cells were de-termined by methylcellulose spheroid-forming assay.Wound-healing and Transwell assays were performed to assess the ef-fect of DCLK1 on the migration and invasion of gastric cancer stem cells.RESULTS:The expression levels of DCLK1 and stemness-related proteins SOX2 and OCT4 in gastric cancer stem cells were significantly higher than those in parental cells(P＜0.01).The proliferation,drug resistance,migration and invasion of gastric cancer stem cells in DCLK1 inhibi-tion group were significantly lower than those in Sphere cell group(P＜0.01).The expression levels of proliferation-related proteins(c-MYC and cyclin D1)and drug resistance-related proteins(TOP2A and ABCG2)were down-regulated,the ex-pression of epithelial marker E-cadherin was up-regulated,the expression of mesenchymal markers vimentin and Snail was down-regulated,and the expression levels of PI3K/AKT/mTOR signaling pathway-related proteins and their phosphoryla-tion levels were reduced in DCLK1 inhibition group(P＜0.05).CONCLUSION:DCLK1 is highly expressed in gastric cancer stem cells,which may be involved in the proliferation,drug resistance and invasion of gastric cancer stem cells by regulating PI3K/AKT/mTOR signaling pathway.It suggests that DCLK1 can be used as a potential target for gastric cancer stem cells.

Objective To investigate whether prophylactic anticoagulation therapy can reduce the risk of postoperative complications in patients with primary liver cancer(PLC)after hepatectomy,and to explore the influencing factors of postoperative complications.Methods The clinical data of 495 patients undergoing hepatectomy for PLC in The Third Affiliated Hospital of Naval Medical University(Second Military Medical University)from Feb.2019 to May 2021 were collected.The patients were divided into anticoagulation group(n=287,receiving prophylactic low-molecular-weight heparin after surgery)and conventional treatment group(n=208).The postoperative complications were compared between the 2 groups,and the influencing factors were analyzed using logistic regression model.Results The postoperative overall complication incidence of the 495 patients after hepatectomy was 30.7％(152/495),ranking as infection(9.1％,45/495),acute respiratory distress syndrome(ARDS;6.5％,32/495),bleeding(6.3％,31/495),post-hepatectomy liver failure(PHLF;6.1％,30/495),and venous thromboembolism(VTE;2.8％,14/495).The incidence rates of postoperative VTE,ARDS,and PHLF were significantly lower in the anticoagulation group than those in the conventional treatment group(1.4％[4/287]vs 4.8％[10/208],3.8％[11/287]vs 10.1％[21/208],and 3.8％[11/287]vs 9.1％[19/208];all P＜0.05),but there was no significant difference in the incidence of postoperative bleeding between the 2 groups(P＞0.05).Multivariate logistic regression analysis showed that age,portal hypertension,and tumor number were independent risk factors for postoperative VTE;portal hypertension,intraoperative blood loss,intraoperative blood transfusion,and preoperative procalcitonin(PCT)were independent risk factors for PHLF;ascites and preoperative bilirubin were independent risk factors for ARDS;and postoperative prophylactic anticoagulation was an independent protective factor for VTE and ARDS(all P＜0.05).Conclusion Prophylactic anticoagulation can reduce the risks of VTE,PHLF,and ARDS in PLC patients after hepatectomy,without increasing the risk of postoperative bleeding.Age,portal hypertension,number of tumors,intraoperative blood loss,intraoperative blood transfusion,ascites,preoperative PCT,and preoperative bilirubin are risk factors for postoperative complications of PLC patients after hepatectomy.

Objective:To further improve the understanding of paroxysmal nocturnal hemoglobinuria (PNH), we retrospectively analyzed and summarized the clinical characteristics, treatment status, and survival status of patients with PNH in Zhejiang Province.Methods:This study included 289 patients with PNH who visited 20 hospitals in Zhejiang Province. Their clinical characteristics, comorbidity, laboratory test results, and medications were analyzed and summarized.Results:Among the 289 patients with PNH, 148 males and 141 females, with a median onset age of 45 (16-87) years and a peak onset age of 20-49 years (57.8% ). The median lactic dehydrogenase (LDH) level was 1 142 (604-1 925) U/L. Classified by type, 70.9% (166/234) were classical, 24.4% (57/234) were PNH/bone marrow failure (BMF), and 4.7% (11/234) were subclinical. The main clinical manifestations included fatigue or weakness (80.8%, 235/289), dizziness (73.4%, 212/289), darkened urine color (66.2%, 179/272), and jaundice (46.2%, 126/270). Common comorbidities were hemoglobinuria (58.7% ), renal dysfunction (17.6% ), and thrombosis (15.0% ). Moreover, 82.3% of the patients received glucocorticoid therapy, 70.9% required blood transfusion, 30.7% used immunosuppressive agents, 13.8% received anticoagulant therapy, and 6.3% received allogeneic hematopoietic stem cell transplantation. The 10-year overall survival (OS) rate was 84.4% (95% CI 78.0% -91.3% ) . Conclusion:Patients with PNH are more common in young and middle-aged people, with a similar incidence rate between men and women. Common clinical manifestations include fatigue, hemoglobinuria, jaundice, renal dysfunction, and recurrent thrombosis. The 10-year OS of this group is similar to reports from other centers in China.

The NMGCF-19 strain is an E.coli strain isolated and identified in our laboratory from lambs manifesting severe diarrhea and meningitis.Previous analysis of the genome sequence of NMGCF-19 strain showed that the outer membrane protein A(ompA)gene was a potential viru-lent gene.In order to determine whether the ompA gene is associated with the pathogenicity of NMGCF-19 strain and the underlying mechanism,the NMGCF-19 strain with ompA knockout(NMGCF-19△ompA)was generated in this study using CRISPR/Cas9 technology and used to de-termine the role of ompA gene in mediating the encephalitis by NMGCF-19 infection and the un-derlying mechanism using the mouse model system.The results showed that the neuronal cell nec-rosis in the hippocampus in mice infected by NMGCF-19△ompA was significantly reduced and was not focal compared with that of mice infected with the wild-type NMGCF-19 strain.The number of bacteria in brain of mice infected by NMGCF-19 △ompA was significantly reduced in comparison to that of mice infected by NMGCF-19.Simultaneously,the mRNA and protein expression levels of the tight junction proteins ZO-1 and Occludin were both increased in mice infected by NMGCF-19 △ompA strain compared with the mice infected by NMGCF-19 strain.These results suggest that the ompA gene is a virulent gene and plays an important role in the invasion of the blood-brain barrier by NMGCF-19 strain in mice.

Aiming at the human-computer interaction problem during the movement of the rehabilitation exoskeleton robot, this paper proposes an adaptive human-computer interaction control method based on real-time monitoring of human muscle state. Considering the efficiency of patient health monitoring and rehabilitation training, a new fatigue assessment algorithm was proposed. The method fully combined the human neuromuscular model, and used the relationship between the model parameter changes and the muscle state to achieve the classification of muscle fatigue state on the premise of ensuring the accuracy of the fatigue trend. In order to ensure the safety of human-computer interaction, a variable impedance control algorithm with this algorithm as the supervision link was proposed. On the basis of not adding redundant sensors, the evaluation algorithm was used as the perceptual decision-making link of the control system to monitor the muscle state in real time and carry out the robot control of fault-tolerant mechanism decision-making, so as to achieve the purpose of improving wearing comfort and improving the efficiency of rehabilitation training. Experiments show that the proposed human-computer interaction control method is effective and universal, and has broad application prospects.
Humans ; Exoskeleton Device ; Muscle Fatigue ; Muscles ; Algorithms ; Electric Impedance

Objective:To explore the relationship between psychological capital, career decision-making difficulties, and employment anxiety among undergraduate nursing students, in order to help them improve their employability and mental health.Methods:From December 2022 to January 2023, a cross-sectional survey was conducted on 543 undergraduate nursing students from five medical colleges in Shanxi Province interning at the First Hospital of Shanxi Medical University, selected through convenience sampling method, using a General Information Questionnaire, Psychological Capital Scale, College Student Career Decision-making Difficulties Scale, and College Student Employment Anxiety Scale. Spearman correlation analysis was used to explore the relationship among them, and hierarchical model was used to explore the predictive ability of undergraduate nursing students ′ psychological capital and career decision-making difficulties on their employment anxiety by stratified regression analysis. Results:The score of College Student Employment Anxiety Scale of 543 undergraduate nursing students was 36(30, 44). The results of correlation analysis showed that employment anxiety was negatively correlated with psychological capital and its four dimensions (self-efficacy, hope, resilience and optimism), while employment anxiety was moderately correlated with career decision-making difficulties and its three dimensions (lack of preparation, difficulty in information exploration and conflict)( r values were -0.291 to 0.564, all P<0.05). The hierarchical model showed that psychological capital and career decision-making difficulties independently explained the 46.1% variation of employment anxiety after controlling the influence of general data. Conclusions:The score of employment anxiety of undergraduate nursing students is in the middle level, and the difficulty of career decision-making has a positive impact, while the psychological capital has a negative impact. College educators can continuously monitor the psychological capital and provide career development counseling for undergraduate nursing students through positive psychological intervention and effective management measures, so as to reduce the degree of employment anxiety of undergraduate nursing students.

Objective:To investigate the status quo and influencing factors of health self-management ability of scientific and technological workers in Shanxi Province.Methods:This study was a cross-sectional study. Using the general situation questionnaire and the adult health self-management ability evaluation scale, 467 scientific and technological workers who received physical examination in the First Hospital of Shanxi Medical University from January 2022 to September 2022 were investigated by questionnaire, and their height, weight, body mass index, fasting blood glucose, blood lipids and blood uric acid were collected on the day of physical examination. Multiple linear regression analysis was used to explore the influencing factors of health self-management ability, and Pearson and Spearman correlation analysis was used to analyze the correlation between health self-management ability and examination items.Results:The total score of health self-management ability of 467 scientific and technological workers was (153.7±16.5). The results of multiple linear regression showed that the type of medical insurance, self-assessment of health status, staying up late, and sleep quality were independent influencing factors of health self-management ability ( R2=0.141, adjusted R2=0.120, F=6.771; P<0.001). Health self-management ability was positively correlated with high-density lipoprotein ( r=0.114), behavioral subscale was positively correlated with high-density lipoprotein ( r=0.107), environmental subscale was negatively correlated with uric acid ( r=-0.103), triglyceride ( r=-0.118), and positively correlated with high-density lipoprotein ( r=0.129), and cognitive subscale was negatively correlated with triglyceride ( r=-0.125), all of which were statistically significant ( P<0.05). Conclusions:The ability of health self-management of scientific and technological workers in Shanxi Province belongs to the upper middle level, which is affected by the type of medical insurance, the self-assessment of health status, staying up late, and the quality of sleep. It is suggested that the ability of health self-management of scientific and technological workers can be improved by strengthening their health beliefs, providing a more convenient working environment, reducing the frequency of staying up late, and improving their sleep quality.

OBJECTIVE: To review the research progress of the feasibility of a new treatment method for atrophic rhinitis (ATR) based on tissue engineering technology (seed cells, scaffold materials, and growth factors), and provide new ideas for the treatment of ATR. METHODS: The literature related to ATR was extensively reviewed. Focusing on the three aspects of seed cells, scaffold materials, and growth factors, the recent research progress of ATR treatment was reviewed, and the future directions of tissue engineering technology to treat ATR were proposed. RESULTS: The pathogenesis and etiology of ATR are still unclear, and the effectiveness of the current treatments are still unsatisfactory. The construction of a cell-scaffold complex with sustained and controlled release of exogenous cytokines is expected to reverse the pathological changes of ATR, promoting the regeneration of normal nasal mucosa and reconstructing the atrophic turbinate. In recent years, the research progress of exosomes, three-dimensional printing, and organoids will promote the development of tissue engineering technology for ATR. CONCLUSION Tissue engineering technology can provide a new treatment method for ATR.
Humans ; Tissue Engineering/methods* ; Tissue Scaffolds ; Rhinitis, Atrophic ; Printing, Three-Dimensional ; Cytokines

Pathological cardiac hypertrophy serves as a significant foundation for cardiac dysfunction and heart failure. Recently, growing evidence has revealed that microRNAs (miRNAs) play multiple roles in biological processes and participate in cardiovascular diseases. In the present research, we investigate the impact of miRNA-34c-5p on cardiac hypertrophy and the mechanism involved. The expression of miR-34c-5p was proved to be elevated in heart tissues from isoprenaline (ISO)-infused mice. ISO also promoted miR-34c-5p level in primary cultures of neonatal rat cardiomyocytes (NRCMs). Transfection with miR-34c-5p mimic enhanced cell surface area and expression levels of foetal-type genes atrial natriuretic factor (Anf) and β-myosin heavy chain (β-Mhc) in NRCMs. In contrast, treatment with miR-34c-5p inhibitor attenuated ISO-induced hypertrophic responses. Enforced expression of miR-34c-5p by tail intravenous injection of its agomir led to cardiac dysfunction and hypertrophy in mice, whereas inhibiting miR-34c-5p by specific antagomir could protect the animals against ISO-triggered hypertrophic abnormalities. Mechanistically, miR-34c-5p suppressed autophagic flux in cardiomyocytes, which contributed to the development of hypertrophy. Furthermore, the autophagy-related gene 4B (ATG4B) was identified as a direct target of miR-34c-5p, and miR-34c-5p was certified to interact with 3' untranslated region of Atg4b mRNA by dual-luciferase reporter assay. miR-34c-5p reduced the expression of ATG4B, thereby resulting in decreased autophagy activity and induction of hypertrophy. Inhibition of miR-34c-5p abolished the detrimental effects of ISO by restoring ATG4B and increasing autophagy. In conclusion, our findings illuminate that miR-34c-5p participates in ISO-induced cardiac hypertrophy, at least partly through suppressing ATG4B and autophagy. It suggests that regulation of miR-34c-5p may offer a new way for handling hypertrophy-related cardiac dysfunction.