The development and validation of clinical prediction models based on artificial intelligence (AI) and machine learning methods have become increasingly widespread. However, the prediction model bias risk and applicability evaluation tool developed in 2019 (i.e., PROBAST-2019) has shown significant limitations. Therefore, an expanded and updated version of the PROBAST-2019 tool was released in 2025, known as the PROBAST+AI tool. The tool is divided into two parts including model development and model evaluation. It aims to comprehensively and systematically evaluate potential methodological quality issues in model development, bias risks in model evaluation, and the applicability of models, regardless of the modeling method used. This paper provides a systematic interpretation of the PROBAST+AI tool's items and case analyses, with the aim of guiding and assisting researchers engaged in related studies and promoting the high-quality development of clinical predictive model research.

Objective Investigating the correlation between fluctuations in proliferation-inducing ligand(APRIL),M-type phospholipase A2 receptor antibody(PLA2R Ab),and 25-hydroxyvitamin D3[25-(OH)D3]levels and their impact on the severity and prognosis of primary membranous nephropathy(PMN).Methods A prospective study design was employed,wherein 100 confirmed PMN patients from Xingtai People's Hospital were recruited as the PMN group,and 100 healthy volunteers served as the control group.The levels of APRIL,PLA2R Ab,and 25-(OH)D3 were compared between the two groups of participants,stratified by PMN disease stage and treatment outcomes.A simple linear correlation analysis was conducted to evaluate the correlation between APRIL,PLA2R Ab,and 25-(OH)D3 with renal function indicators.Additionally,a multiple regression model was utilized to analyze the associations between these indicators and patient treatment outcomes as well as prognosis.Results The levels of APRIL and PLA2R Ab in the MN group were significantly higher than those in the control group,whereas the levels of 25-(OH)D3 were significantly lower than those in the control group(P<0.05).Among 100 patients with PMN,there were 20 in stage I,42 in stage Ⅱ,34 in stage Ⅲ,and 4 in stage Ⅳ.The levels of APRIL and PLA2R Ab in stage Ⅲ+Ⅳ patients were significantly higher than those in stage Ⅰ+Ⅱ patients,while the level of 25-(OH)D3 was significantly lower in stage Ⅲ+Ⅳ patients compared to stage Ⅰ+Ⅱ patients(P<0.05).In PMN patients,serum APRIL and PLA2R-Ab levels were negatively correlated with urea nitrogen(BUN),creatinine(Scr),and 24-h urinary protein(P<0.05).Additionally,APRIL and PLA2R-Ab levels were positively correlated with total protein(TP)and albumin(ALB)(P<0.05),while serum 25-(OH)D3 levels were negatively correlated with BUN,Scr,and 24-h urinary protein(P<0.05).After treatment,42 patients achieved complete remission,while 58 patients did not meet the remission criteria.Serum APRIL and PLA2R-Ab levels in the remis-sion group were significantly lower than those in the non-remission group both before treatment and after 12 months of treatment.Furthermore,serum 25-(OH)D3 levels in the remission group were significantly higher than those in the non-remission group both before treatment and after 12 months of treatment(P<0.05).Conclusions Elevated levels of serum APRIL and PLA2R antibodies,which contribute to immune dysfunction,are closely asso-ciated with the onset and severity of PMN.Renal impairment leads to a substantial reduction in serum 25-(OH)D3 levels.Collectively,these three indicators serve as critical markers for the occurrence,progression,and prognosis of PMN.

Objective To evaluate the efficacy of a combined immunosuppression regimen in modulating rejection in genetically modified pig-to-macaque xenogeneic heart transplantation.Methods Two xenogeneic heart transplantation models were constructed using genetically modified pigs and macaques.Dynamic monitoring of recipient peripheral blood immune parameters and observation of graft pathological changes were performed.Results Regimen 1,featuring B-cell depletion,T-cell inhibition,and C3 complement suppression,reduced lymphocyte levels but failed to control acute humoral rejection and macrophage infiltration.Regimen 2,adding C5 complement inhibition and interleukin-6 inhibition to Regimen 1,more effectively lowered lymphocyte levels,inhibited acute humoral rejection and complement activation,and decreased antibody deposition.However,a late-phase cytokine storm and residual T cells emerged.Conclusions Regimen 2 reduces the hyperacute and acute rejection risks through multi-target intervention.Yet,it requires balancing medication complexity and safety.This indicates the need to optimize cellular immune regulation and adjust the plan through dynamic multidimensional monitoring.

Objective To evaluate the efficacy of a combined immunosuppression regimen in modulating rejection in genetically modified pig-to-macaque xenogeneic heart transplantation.Methods Two xenogeneic heart transplantation models were constructed using genetically modified pigs and macaques.Dynamic monitoring of recipient peripheral blood immune parameters and observation of graft pathological changes were performed.Results Regimen 1,featuring B-cell depletion,T-cell inhibition,and C3 complement suppression,reduced lymphocyte levels but failed to control acute humoral rejection and macrophage infiltration.Regimen 2,adding C5 complement inhibition and interleukin-6 inhibition to Regimen 1,more effectively lowered lymphocyte levels,inhibited acute humoral rejection and complement activation,and decreased antibody deposition.However,a late-phase cytokine storm and residual T cells emerged.Conclusions Regimen 2 reduces the hyperacute and acute rejection risks through multi-target intervention.Yet,it requires balancing medication complexity and safety.This indicates the need to optimize cellular immune regulation and adjust the plan through dynamic multidimensional monitoring.

Objective Investigating the correlation between fluctuations in proliferation-inducing ligand(APRIL),M-type phospholipase A2 receptor antibody(PLA2R Ab),and 25-hydroxyvitamin D3[25-(OH)D3]levels and their impact on the severity and prognosis of primary membranous nephropathy(PMN).Methods A prospective study design was employed,wherein 100 confirmed PMN patients from Xingtai People's Hospital were recruited as the PMN group,and 100 healthy volunteers served as the control group.The levels of APRIL,PLA2R Ab,and 25-(OH)D3 were compared between the two groups of participants,stratified by PMN disease stage and treatment outcomes.A simple linear correlation analysis was conducted to evaluate the correlation between APRIL,PLA2R Ab,and 25-(OH)D3 with renal function indicators.Additionally,a multiple regression model was utilized to analyze the associations between these indicators and patient treatment outcomes as well as prognosis.Results The levels of APRIL and PLA2R Ab in the MN group were significantly higher than those in the control group,whereas the levels of 25-(OH)D3 were significantly lower than those in the control group(P<0.05).Among 100 patients with PMN,there were 20 in stage I,42 in stage Ⅱ,34 in stage Ⅲ,and 4 in stage Ⅳ.The levels of APRIL and PLA2R Ab in stage Ⅲ+Ⅳ patients were significantly higher than those in stage Ⅰ+Ⅱ patients,while the level of 25-(OH)D3 was significantly lower in stage Ⅲ+Ⅳ patients compared to stage Ⅰ+Ⅱ patients(P<0.05).In PMN patients,serum APRIL and PLA2R-Ab levels were negatively correlated with urea nitrogen(BUN),creatinine(Scr),and 24-h urinary protein(P<0.05).Additionally,APRIL and PLA2R-Ab levels were positively correlated with total protein(TP)and albumin(ALB)(P<0.05),while serum 25-(OH)D3 levels were negatively correlated with BUN,Scr,and 24-h urinary protein(P<0.05).After treatment,42 patients achieved complete remission,while 58 patients did not meet the remission criteria.Serum APRIL and PLA2R-Ab levels in the remis-sion group were significantly lower than those in the non-remission group both before treatment and after 12 months of treatment.Furthermore,serum 25-(OH)D3 levels in the remission group were significantly higher than those in the non-remission group both before treatment and after 12 months of treatment(P<0.05).Conclusions Elevated levels of serum APRIL and PLA2R antibodies,which contribute to immune dysfunction,are closely asso-ciated with the onset and severity of PMN.Renal impairment leads to a substantial reduction in serum 25-(OH)D3 levels.Collectively,these three indicators serve as critical markers for the occurrence,progression,and prognosis of PMN.

Objective:To explore the feasibility and effectiveness of hierarchical teaching based on team-based learning (TBL) combined with Bandura's role model theory in improving the training effectiveness of newly hired gastroenterology nurses.Methods:The 98 nurses recruited in the Department of Gastroenterology from July 2019 to July 2023 were divided into a control group (47) and an observation group (51) according to their order of enrollment. The control group received routine teaching, while the observation group received hierarchical teaching based on TBL plus Bandura's role model theory. The two groups were compared for theoretical and skill assessment scores, clinical communication skills, teamwork ability, training effectiveness, and satisfaction with teaching.Results:After the training, the theoretical and practical assessment scores of the observation group were (81.69±4.26) and (80.29±5.21) points, respectively, which were significantly higher than the (77.57±4.16) and (75.28±5.43) points in the control group ( P<0.05). After the training, both groups showed significant improvements in building harmonious relationships, listening skills, team participation, problem confirmation, information transmission, and validation of feelings, with the observation group scoring higher than the control group. After the training, the trust and support, team orientation, team leadership, and team mental model dimensions scores of both groups were significantly improved, and the observation group showed higher scores than the control group. After the training, the leadership ability, critical patient monitoring, teaching and cooperation, planning evaluation, communication, and professional development scores of both groups were significantly improved, and the observation group demonstrated higher scores than the control group. The observation group scored higher on various dimensions of teaching satisfaction than the control group ( P<0.05). Conclusions:Hierarchical teaching based on TBL plus Bandura's role model theory can improve the quality of training newly hired nurses in the gastroenterology department, enhance their clinical communication skills, teamwork abilities, and clinical nursing quality, and facilitate the cultivation of high-quality gastroenterology clinical nurses.

Objective:To understand the iodine nutritional status of pregnant women in Beijing, and analyze the influencing factors of thyroid disease.Methods:From 2021 to 2023, a stratified random sampling method was used to select at least 100 pregnant women from each of the 16 administrative districts under the jurisdiction of Beijing each year, using cross-sectional survey. Random urine samples and household salt samples were collected to determine urinary iodine and salt iodine levels, and were analyzed iodine nutritional status. Binary logistic regression model and restricted cubic spline(RCS) model were sued to analyze the influencing factors of thyroid disease in pregnant women (age, residential area, ethnicity, pregnancy, etc.).Results:A total of 4 878 pregnant women were investigated from 2021 to 2023, and the overall median urinary iodine level was 129.11 μg/L, indicating a deficiency in iodine nutrition (< 150 μg/L). There was a statistically significant difference in the urinary iodine levels of pregnant women between different years ( H = 20.22, P < 0.001). There was a statistically significant difference in median urinary iodine levels of pregnant women in different pregnancy stage ( H = 11.57, P = 0.003). The median of salt iodine value was 24.00 mg/kg, and the consumption rate of qualified iodized salt was 75.05% (3 661/4 878). The comparison of salt iodine levels between different years showed statistically significant differences ( H = 14.20, P < 0.001). Binary logistic regression analysis showed that the risk of thyroid disease in urban area was higher than that in suburban area ( OR = 2.01, P < 0.001), while the risk of disease in central government areas was lower ( OR = 0.52, P = 0.044). Compared with late pregnancy, the risk of the disease was lower in the early pregnancy ( OR = 0.60, P = 0.003) and the middle pregnancy ( OR = 0.71, P = 0.046). Supplementing with iodine can reduce the risk of the disease ( OR = 0.48, P < 0.001). The analysis of the RCS model showed that there was a nonlinear dose-response relationship between the risk of thyroid diseases in pregnant women and urinary iodine, with a U-shaped curve and cut-off values of 127.74, 472.66 μg/L. Conclusion:From 2021 to 2023, the iodine nutrition of pregnant women in Beijing is in iodine deficiency state, and factors affecting thyroid disease include residential area, pregnancy, supplementing with iodine, and urinary iodine.

Objective:To compare the effects of different exercise modes on inflammation, endothelium functioning and the ambulatory blood pressure (ABP) of middle-aged hypertensive patients, so as to provide a basis for optimizing rehabilitation training prescriptions.Methods:Ninety persons with hypertension were randomly divided into an aerobic exercise group, a resistance training group and a control group, each of 30. All maintained their routine daily living habits and medications. In addition, the aerobic exercise group performed aerobic exercise, while the resistance training group took resistance exercise for twelve weeks. Inflammatory response, endothelium functioning and 24-hour ABP were evaluated before and after the experiment.Results:The subjects tolerated the different exercises well. After the experiment, the daytime systolic blood pressure (SBP) and 24-hour SBP of those in both exercise groups had decreased significantly, on average. Flow-mediated dilation had increased significantly. The average plasma nitric oxide and interleukin-10 levels had increased significantly, and the average C-reactive protein, monocyte chemoattractant protein-1, vascular cell adhesion molecule-1, lectin-like oxidized LDL receptor-1, and endothelin-1 levels had decreased significantly in the aerobic exercise group, but not in the control group.Conclusions:Both regular aerobic exercise and resistance training benefit blood pressure control and reduce the risk of cardiovascular disease, at least among middle-aged persons with hypertension. Aerobic exercise tends to have the better effect.

Objective:To compare the efficacy and safety between WangShiBaoChiWan and mosapride in the treatment of functional dyspepsia (FD).Methods:From September 2019 to September 2020, patients with postprandial fullness and early satiation who met the Rome Ⅳ criteria for FD diagnosis were enrolled from 15 hospitals, including the First Affiliated Hospital of Naval Medical University (Shanghai Changhai Hospital), Beijing Traditional Chinese Medicine Hospital Affiliated to Capital Medical College. The subjects were randomly divided into WangShiBaoChiWan (experimental) group and mosapride (control) group in the ratio of 1∶1. The treatment regimens were WangShiBaoChiWan+ mosapride simulator, WangShiBaoChiWan simulator+ mosapride, respectively with a treatment period of 2 weeks. The primary efficacy outcome was the improvement rates of main symptoms before and after treatment, the secondary efficacy primary efficacy outcome was the total clinical effective rate and the change of the single symptom score. And the safety indicator included adverse events. Independent sample t-test, paired t-test and chi-square test were used for statistical analysis. Results:A total of 251 FD patients were enrolled in the full analysis set, including 124 in the experimental group and 127 in the control group; 241 FD patients were in the per-protocol analysis set, including 117 in the experimental group and 124 in the control group. The analysis of per-protocol analysis set showed that the improvement rates of the main symptoms of the experimental group and the control group were (66±29)% and (60±30)%, respectively, and the difference was not statistically significant ( P>0.05). The improvement rate of the main symptoms of the experimental group reached 117% of that of the control group, which exceeded the expected non-inferiority standard of 80%. The total clinical effective rates of the experimental group and the control group were 76.07% (89/117) and 75.81% (94/124), respectively, and the difference was not statistically significant ( P>0.05). The results of full analysis set showed that the incidence of adverse events of the experimental group and the control group was 1.62% (2/124) and 1.57% (2/127), respectively, and the difference was not statistically significant ( P>0.05). There were no serious adverse events in the two groups. Conclusion:The improvement rate of the main symptoms of WangShiBaoChiWan is not inferior to that of mosapride in the treatment of FD, and it has good safety.

Objective:To explore the construction and application of the evaluation system for ideological and political education in clinical medicine courses based on analytic hierarchy process (AHP) and fuzzy comprehensive evaluation (FCE) models.Methods:The evaluation system for ideological and political education in clinical medicine courses was constructed based on AHP and FCE models in the Yaahp software. Ideological and political education checklist teaching that places equal emphasis on medical ethics and skill was implemented in internal medicine course taken by 185 students in The First Affiliated Hospital of Xi'an Jiaotong University. At the end of the course, the evaluation system was used to obtain quantitative comprehensive evaluation results.Results:Based on AHP and FCE models, the evaluation system for ideological and political education in clinical medicine courses was established. The goal was education of students with both medical ethics and skill, the criteria included teachers' ethics, curriculum design, students' experience and development assessment, and thirteen alternatives were used in the system. The implementation effect of ideological and political education in internal medicine course of the first semester in the 2020-2021 academic year was evaluated by the evaluation system. The quantitative comprehensive evaluation score was 4.080 (range 1-5), which showed that the ideological and political education checklist teaching with equal emphasis on medical ethics and skill achieved good educating effect.Conclusion:The evaluation system for the implementation effect of ideological and political education in clinical medicine courses can be constructed based on the AHP and FCE models. The evaluation system is scientific, quantitative, comprehensive, and improvable.