Objective To explore the application value of three mainstream large language models in the diagnosis, differential diagnosis, and treatment decision support of the primary diseases related to pediatric liver transplantation. Methods Seventy-nine cases of pediatric liver transplantation-related diseases diagnosed through pathological or clinical follow-up data were collected from Renji Hospital, Shanghai Jiao Tong University School of Medicine or published high-quality case reports. These cases covered 25 types of primary diseases such as cholestatic liver disease, metabolic diseases, and tumors. Standardized prompts were used to input the case information into the DeepSeek-R1, ChatGPT-4o and Grok-3 models, and the accuracy of their preliminary diagnosis and differential diagnosis based on basic clinical data was evaluated. The final diagnosis accuracy and the response time after supplementary examination were also assessed, as well as the completeness and rationality of their analysis of disease treatment principles. Results In the initial diagnosis and differential diagnosis stage, the comprehensive accuracy of DeepSeek-R1 was the highest [72.1%, 95% confidence interval (CI) 61.4% - 80.8%], and there was a statistically significant difference in the comprehensive accuracy of the three models for initial diagnosis (P = 0.008). After adding further examination information, the final diagnosis accuracy of the three models increased, with DeepSeek-R1 at 88.6% (95% CI 79.7% - 93.9%), ChatGPT-4o at 87.3% (95% CI 78.2% - 93.0%), and Grok-3 at 78.5% (95% CI 68.2% - 86.1%). There was no statistically significant difference among the three models (P = 0.05). The scores given by experts for the treatment principles showed good consistency (Kappa = 0.769). In addition, the response time of ChatGPT-4o is shorter than that of the other two models [(24 ± 7) s]. Conclusions Large language models demonstrate good efficacy in the diagnosis and treatment decision-making process of various pediatric liver diseases, have a good application prospect for auxiliary diagnosis and decision support, and are expected to help improve the accuracy and efficiency of clinical diagnosis and treatment of pediatric liver transplantation-related primary diseases.

Objective To establish a stable cell line expressing luciferase using U87MG cells,and to establish a nude mouse glioblastoma in situ transplantation tumor model,in order to provide a suitable efficacy evaluation model for anti-glioblastoma drugs.Methods A stable and highly expressing luciferase U87MG cell line(U87MG-Luc)was prepared by infecting U87MG with lentivirus,and its stability was verified by repeated passages.U87MG-Luc single-cell suspension,which has been amplified and digested in vitro,was injected into the caudate nucleus of the right brain of nude mice using a brain stereotaxic device and a micro constant flow pump.Using small animal live imaging technology to observe the tumor formation and growth of U87MG-Luc inoculated,and confirm appropriate modeling conditions.Subsequently,the U87MG-Luc brain in situ tumor model was constructed to validate the efficacy of the first-line clinical treatment drug temozolomide,including indicators such as tumor growth status,animal weight,and survival time.Results Successfully established and screened U87MG-Luc stable cell line using lentiviral infection system.The luciferase expressed by stable strains was linearly related to cell seeding density,and the in vitro culture could stably express luciferase after continuous passage to the 21st generation.After inoculating U87MG-Luc cells at an appropriate concentration into the brain of nude mice,in situ brain tumor formation was achieved,with a high success rate(100％)of 2 × 105 cells/nude mouse.On the fifth day after inoculation,the brain tumor remained stable with no metastasis,and the tumor growth trend was good thereafter.In the U87MG-Luc brain in situ tumor model constructed in this study,temozolomide significantly inhibited tumor growth and prolonged the survival of tumor bearing nude mice(P＜0.001).Conclusion A stable and highly expressing luciferase U87MG-Luc cell line was successfully constructed,transduced,and screened based on the lentiviral expression system,and U87MG-Luc nude mouse brain in situ tumor model was constructed to provide a suitable pharmacological evaluation model for the discovery of anti-glioma drugs.

Objective To establish a stable cell line expressing luciferase using U87MG cells,and to establish a nude mouse glioblastoma in situ transplantation tumor model,in order to provide a suitable efficacy evaluation model for anti-glioblastoma drugs.Methods A stable and highly expressing luciferase U87MG cell line(U87MG-Luc)was prepared by infecting U87MG with lentivirus,and its stability was verified by repeated passages.U87MG-Luc single-cell suspension,which has been amplified and digested in vitro,was injected into the caudate nucleus of the right brain of nude mice using a brain stereotaxic device and a micro constant flow pump.Using small animal live imaging technology to observe the tumor formation and growth of U87MG-Luc inoculated,and confirm appropriate modeling conditions.Subsequently,the U87MG-Luc brain in situ tumor model was constructed to validate the efficacy of the first-line clinical treatment drug temozolomide,including indicators such as tumor growth status,animal weight,and survival time.Results Successfully established and screened U87MG-Luc stable cell line using lentiviral infection system.The luciferase expressed by stable strains was linearly related to cell seeding density,and the in vitro culture could stably express luciferase after continuous passage to the 21st generation.After inoculating U87MG-Luc cells at an appropriate concentration into the brain of nude mice,in situ brain tumor formation was achieved,with a high success rate(100％)of 2 × 105 cells/nude mouse.On the fifth day after inoculation,the brain tumor remained stable with no metastasis,and the tumor growth trend was good thereafter.In the U87MG-Luc brain in situ tumor model constructed in this study,temozolomide significantly inhibited tumor growth and prolonged the survival of tumor bearing nude mice(P＜0.001).Conclusion A stable and highly expressing luciferase U87MG-Luc cell line was successfully constructed,transduced,and screened based on the lentiviral expression system,and U87MG-Luc nude mouse brain in situ tumor model was constructed to provide a suitable pharmacological evaluation model for the discovery of anti-glioma drugs.

Objective To investigate the value of quantitative CT(QCT)parameters related to abdominal and dorsal fat content for predicting early postoperative complications of esophageal cancer.Methods A total of 184 patients who underwent radical esophageal cancer surgery were retrospectively collected and divided into complication group(n=76)and control group(n=108)according to whether early postoperation complication(within 30 days after surgery)occurred or not.QCT was used to obtain parameters related to abdominal and dorsal fat content,including visceral fat area(VFA),subcutaneous fat area(SFA),VFA/SFA and the degree of muscle fat infiltration(MFI)of posterior vertebral muscles based on L3 central-level CT images.Univariate analysis and multivariate logistic regression were used to analyze clinical and pathological data as well as QCT parameters related to abdominal and dorsal fat content to screen independent risk factors for early postoperative complications of esophageal cancer.Then receiver operating characteristic(ROC)curve was drawn,and the area under the curve(AUC)was calculated to evaluate the efficacy of each independent risk factor alone and their combination for predicting early postoperative complications of esophageal cancer.Results VFA/SFA and MFI degree of posterior vertebral muscles were both independent risk factors for early postoperative complications of esophageal cancer(OR=5.121,1.110,both P＜0.05).The AUC of VFA/SFA and MFI degree of posterior vertebral muscle was 0.81 and 0.77,respectively,while of their combination was 0.84.Conclusion QCT parameters related to abdominal and dorsal fat content could be used to effectively predict early complications of esophageal cancer after surgery.

BACKGROUND: Biliary tract carcinomas (BTCs) are relatively rare but lethal primary malignant tumors derived from the biliary tract system. The burden of BTCs varies according to sex, age, region, and country, but limited attention has been paid to the burden of BTCs. We sought to explore the up-to-date data from the Global Burden of Disease Study (GBD) and expand findings by accessing the demographic features of BTC disease burden. METHODS: Using the latest data from the GBD 2021, we evaluated and analyzed the distributions and patterns of BTC disease burden in various age groups, sexes, regions, and countries. RESULTS: The number of incident cases, deaths, and disability-adjusted life-years (DALYs) tended to increase and peaked at 216,770 (95% uncertainty interval [UI]: 181,890-245,240), 171,960 (95% UI: 142,350-194,240), and 3,732,100 (95% UI: 3,102,900-4,317,000) person-years, respectively, in 2021. However, the average global age-standardized rates (ASRs) of incident cases, deaths, and DALYs shrunk by -11.46% (95% UI: -21.91 to 3.35%), -24.09% (95% UI: -33.19 to 16.88%), and -26.25% (95% UI: -35.53 to 18.36%), respectively, from 1990 to 2021. Meanwhile, the male/female ratio (male per 100 female) of incidence, deaths, and DALYs changed from 76.40, 75.41, and 74.72 to 86.89, 79.11, and 82.29, respectively. In 2021, the highest number of incident cases, deaths, and DALYs occurred in East Asia. The top three highest incidences, deaths, and DALYs were observed in China, India, and Japan, and the highest ASRs were observed in Chile in 2021. Analysis of the Human Development Index along with disease burden estimates of BTCs also suggests that the burden of the disease is related to the level of comprehensive development of the society. CONCLUSION This study provided a comprehensive comparison of differences in the burden of disease across populations and over time, and further presented evidence concerning the formulation of prevention and control policies and etiologic studies for BTCs and proposed logical hypotheses to investigate.
Humans ; Global Burden of Disease ; Biliary Tract Neoplasms/epidemiology* ; Male ; Female ; Disability-Adjusted Life Years ; Middle Aged ; Aged ; Adult ; Incidence ; Aged, 80 and over ; Quality-Adjusted Life Years ; Cost of Illness

ObjectiveTo investigate the condom use of men who have sex with men （MSM） in Shanghai， the information motivation behavioral skills model （IMB） theory was used to introduce psychosocial factors and study the relevant factors of consistent condom use （CCU） in this population. MethodsA cross-sectional study of 547 MSM in four districts of Shanghai was conducted by snowball sampling. The structural equation model based on psychosocial optimization was constructed and validated using the data collected by structured questionnaires. ResultsAmong the 547 respondents， the proportion of CCU in the past six months was 45.5%. Comparing the fitness of the initial model with that of the adjusted model， we found that the fitness of the adjusted model was good. ConclusionThe proportion of CCU among MSM in Shanghai is relatively low； In addition， information and motivation do not directly affect the CCU of this population； Only behavioral skills have a direct effect on CCU. Finally， social psychological measures should be emphasized for this population， and comprehensive and multi-level strategies should be formulated to control the spread of HIV in this population.

The proteolysis targeting chimeras (PROTACs) technology has been rapidly developed since its birth in 2001, attracting rapidly growing attention of scientific institutes and pharmaceutical companies. At present, a variety of small molecule PROTACs have entered the clinical trial. However, as small molecule PROTACs flourish, non-small molecule PROTACs (NSM-PROTACs) such as peptide PROTACs, nucleic acid PROTACs and antibody PROTACs have also advanced considerably over recent years, exhibiting the unique characters beyond the small molecule PROTACs. Here, we briefly introduce the types of NSM-PROTACs, describe the advantages of NSM-PROTACs, and summarize the development of NSM-PROTACs so far in detail. We hope this article could not only provide useful insights into NSM-PROTACs, but also expand the research interest of NSM-PROTACs.

OBJECTIVEThis study aims to establish a stable animal model with altered anterior guidance and investigate histological changes on temporomandibular joint (TMJ) synovium in rats.

METHODSThirty-two rats were divided into four groups, namely, control group, anterior-guidance-deficient group (T1), and anterior guidance inclined up to 15 degree (T2) and 30 degree (T3) groups. Metal crowns that add 15 and 30 degrees to the palatal side were cemented to the incisors of maxilla to increase the inclination of anterior guidance. The low-speed diamond wheel shorts for both upper and lower incisors of rats were applied to avoid contact between anterior teeth in all direction, thus establishing an anterior guidance deletion model. TMJ joints on one side of two animals in each group were harvested after 3, 7, 14, and 28 days. Pathological changes were investigated in the TMJ synovium using hematoxylin-eosin (HE) staining.

RESULTSThe weight of T1 decreased briefly at first, and then increased slightly (P<0.05). The weight of T3 obviously reduced and then slowly increased, but remained below the initial weight (P<0.05). T3 manifested obvious synovial lining proliferation and vascular dilation (P<0.05).

CONCLUSIONSThe rat model of anterior guidance inclined up to 30 degree could imitate the pathological features of TMJ synovium with excessive increase in anterior guidance. A higher inclination of anterior guidance might cause more damage of TMJ synovium. The effect of anterior guidance deletion on TMJ synovium is yet to be determined.
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Animals ; Dental Cementum ; Disease Models, Animal ; Incisor ; Maxilla ; Rats ; Synovial Membrane ; Temporomandibular Joint ; Temporomandibular Joint Disorders