Objective:To investigate the current status of teaching behavior of clinical nursing teachers and explore the mediation effect of organizational commitment between their work engagement and teaching behavior.Methods:This study included a total of 1 736 clinical nursing teachers who worked in grade A tertiary hospitals in Beijing City, Shanghai City, Henan Province, Hubei Province, Hebei Province, and Chongqing City from May 2022 to November 2022. Data were collected using a general information questionnaire, the Effective Teaching Behavior Scale, the Work Engagement Scale, and the Organizational Commitment Scale. Statistical description and correlation analysis were performed using SPSS 25.0 software, and mediation effect was analyzed using AMOS 25.0 software.Results:The total mean score of effective teaching behavior of 1 599 clinical nursing teachers was (4.19±0.66), the total mean score of work engagement was (5.09±1.36), and the total mean score of organizational commitment was (3.93±0.72). Pearson correlation analysis showed that work engagement and organizational commitment were positively correlated with teaching behavior ( r=0.560, 0.519, both P<0.01). Organizational commitment partially mediated the relationship between work engagement and teaching behavior, with a mediation effect value of 0.27, and the mediation effect accounted for 49.10% of the total effect. Conclusions:Work engagement is a direct predictor of the teaching behavior of clinical nursing teachers, and organizational commitment partially mediates the relationship between work engagement and teaching behavior. Administrators can promote the work engagement of clinical nursing teachers by adopting effective interventions to increase the level of organizational commitment, which in turn enhances teaching behavior.

Objective To explore the feasibility and safety of non-anticoagulation veno-venous extracorporeal membrane oxygenation(VV-ECMO)in patients with severe chest trauma.Methods A retrospective cohort study method was used.A total of 19 patients with severe chest trauma who received VV-ECMO with a delayed anticoagulation strategy at Zhengzhou Central Hospital Affiliated to Zhengzhou University from January 2018 to October 2021 were included in the delayed anticoagulation group,and 20 patients with severe chest trauma who received VV-ECMO with a non-anticoagulation strategy from November 2021 to October 2024 were included in the non-anticoagulation group.The overall clinical characteristics of the patients were statistically analyzed,including gender,age,injury severity score(ISS),acute physiology and chronic health evaluationⅡ(APACHEⅡ),reason for VV-ECMO,use of vasoactive drugs,oxygenation index(PaO2/FiO2),and interval from injury to VV-ECMO.The primary outcomes were hemorrhagic and thrombotic complications.The secondary outcomes were blood transfusion during VV-ECMO,VV-ECMO time,mechanical ventilation time,intensive care unit(ICU)length of stay,and 28-day mortality.Results There was no significant difference in gender,age,ISS score,APACHEⅡscore,reason for VV-ECMO,use of vasoactive drugs,PaO2/FiO2,and interval from injury to VV-ECMO between the non-anticoagulation group and the delayed anticoagulation group.There was no significant difference in overall incidence of hemorrhagic and thrombotic between the two groups[incidence of hemorrhagic complications:15.0%(3/20)vs.31.6%(6/19),incidence of thrombotic:15.0%(3/20)vs.5.3%(1/19),both P>0.05].The infusion rate of 4 or more paked red blood cell(PRBC)within 24 hours during VV-ECMO in the non-anticoagulation group was significantly lower than that in the delayed anticoagulation group[5.0%(1/20)vs.31.6%(6/19),P<0.05].The amount of PRBC and platelet transfusion and the time on VV-ECMO in the non-anticoagulation group during VV-ECMO were significantly lower than those in the delayed anticoagulation group[PRBC(U):5.8±3.8 vs.8.1±3.1,platelets(U):1(0,1)vs.2(1,3),time on VV-ECMO(hours):71.55±24.37 vs.114.21±34.08,all P<0.05].There were no statistically significant differences in the amount of plasma and cryoprecipitate transfusion during VV-ECMO,mechanical ventilation time,ICU hospitalization time,and 28-day mortality between the two groups.Conclusion For patients with severe chest trauma receiving VV-ECMO withholding routine systemic anticoagulation did not result in thrombotic complications or higher mortality and required less PRBC and platelet transfusions.Non-anticoagulant VV-ECMO is safe and feasible for patients with severe chest trauma with high risk of bleeding.

This study aims to investigate the effects of aflatoxin B1(AFB1)on the infection and replication of porcine delta coronavirus(PDCoV).Porcine small intestinal epithelial cells(IPEC-J2),porcine kidney cells(LLC-PK)and swine testis cells(ST)were used as models,and CCK-8 method was used to detect the safe mass concentration range of AFB1 on the three cell lines.Each cell line was divided into the blank control group,AFB1 treatment group,PDCoV treatment group and AFB1 and the PDCoV co-treatment group.The cells were treated with safe mass concentration of AFB1 for 12 h,and then treated with PDCoV for 20 h.Total RNA and total protein were extrac-ted from the cells.The effects of AFB1 on PDCoV infection and replication were detected by qPCR,Western blot and cell immunofluorescence tests.The results showed that compared with the PDCoV treatment group,the mRNA and N protein of viral S protein in the AFB1 and PDCoV co-treatment group were significantly increased(P＜0.05),and a significantly higher fluorescence of PDCoV N protein is also visibly present in the co-treatment group,and there was a significant difference between the two groups.The results showed that AFB1 could promote the infection and replication of PDCoV.It provides important data that AFB1 can promote the infection replication of PDCoV and provides a new idea for the prevention and treatment of PDCoV.

Objective:To investigate the current status of teaching behavior of clinical nursing teachers and explore the mediation effect of organizational commitment between their work engagement and teaching behavior.Methods:This study included a total of 1 736 clinical nursing teachers who worked in grade A tertiary hospitals in Beijing City, Shanghai City, Henan Province, Hubei Province, Hebei Province, and Chongqing City from May 2022 to November 2022. Data were collected using a general information questionnaire, the Effective Teaching Behavior Scale, the Work Engagement Scale, and the Organizational Commitment Scale. Statistical description and correlation analysis were performed using SPSS 25.0 software, and mediation effect was analyzed using AMOS 25.0 software.Results:The total mean score of effective teaching behavior of 1 599 clinical nursing teachers was (4.19±0.66), the total mean score of work engagement was (5.09±1.36), and the total mean score of organizational commitment was (3.93±0.72). Pearson correlation analysis showed that work engagement and organizational commitment were positively correlated with teaching behavior ( r=0.560, 0.519, both P<0.01). Organizational commitment partially mediated the relationship between work engagement and teaching behavior, with a mediation effect value of 0.27, and the mediation effect accounted for 49.10% of the total effect. Conclusions:Work engagement is a direct predictor of the teaching behavior of clinical nursing teachers, and organizational commitment partially mediates the relationship between work engagement and teaching behavior. Administrators can promote the work engagement of clinical nursing teachers by adopting effective interventions to increase the level of organizational commitment, which in turn enhances teaching behavior.

Objective:To develop an artificial intelligence-based model for automated recognition of serum indices using machine vision and deep learning.Methods:This study was a cross-sectional study.Serum sample images were collected fromWest China Hospital of Sichuan University from September 21, 2020 to January 20, 2023 using the imaging device of the fully automated sample pre-processing system. A computer random number generator was used to randomly select one whole hour each day, and all serum sample images processed within that hour were included. After excluding samples with unqualified images and missing serum index results, a total of 5, 534 samples were included. These were divided into a training set and a test set in an 8∶2 ratio using Python random shuffle function, and 4, 458 samples were in the training set and 1, 076 samples were in the test set. After manual inspection, the serum regions were annotated using the MATLAB Image Labeler tool and converted into YOLO format, and a YOLO v5-based model was constructed for automatic serum region extraction. The actual values of lipemia index (L-index), hemolysis index (H-index), and icterus index (I-index) were measured using the automatic biochemical analyzerwith matched reagent kits. A serum index regression model was constructed based on the MobileNet v2 network using the PyTorch 1.10.0 framework. The grading performance of the model was evaluated using accuracy, Kappa coefficient, sensitivity, specificity, positive predictive value, and negative predictive value. Regression performance was assessed using root mean square error (RMSE), mean absolute error (MAE), coefficient of determination (R2), and Bland-Altman analysis.Results:The overall accuracy rates for grading L-index, H-index, and I-index were 98.88%, 95.26%, and 92.47%, respectively, with Kappa coefficients of 0.72, 0.72, and 0.59. For L-index, MAE was 5.11, RMSE was 9.77, and R2 was 0.78. For H-index, MAE was 5.18, RMSE was 8.99, and R2 was 0.89. For I-index, MAE was 1.13, RMSE was 3.01, and R2 was 0.71. Bland-Altman analysis showed that 95.5%, 95.1%, and 95.7% of the data points fell within the consistency intervals for L-index, H-index, and I-index, respectively.Conclusion:The study developed an artificial intelligence-based serum index regression modelto estimate serum indices with high efficiency and accuracy. It shows great potential for reducing laboratory costs, improving clinical testing efficiency, and promoting intelligent development in laboratory medicine.

Objective:To analyze the gene mutations of 18 patients with plasminogen (PLG) deficiency and to explore the clinical manifestations caused by PLG gene mutations.Methods:This study belongs to observational study-descriptive study: case series.Clinical data from 18 patients with PLG deficiency admitted to the First Affiliated Hospital of Wenzhou Medical University from January 1st, 2021 to May 31st, 2025 were collected. The age ranged from 16 to 70 years old, with an average of 48 years old. Among them, there were 10 males and 8 females. Anticoagulant blood samples were taken before treatment to measure and analyze plasminogen activity (PLG:A), plasminogen antigen (PLG:Ag), protein C activity, protein S activity, fibrinogen, antithrombin activity, D-dimer, and fibrin (fibrinogen) degradation products. PCR direct sequencing was used to analyze the 19 exons and flanking sequences of the PLG gene in these patients, and reverse sequencing was employed to verify the suspected mutations.Results:For the 18 patients, cranial MRI showed fresh cerebral infarction lesions, and PLG:A levels ranged from 19% to 67%, while no other lab indicators showed significant abnormalities, all presenting with dysplasminogenemia. Genetic analysis revealed five types of PLG gene mutations: c.1858G>A (p.Ala620Thr) heterozygous mutation, c.1858G>A (p.Ala620Thr) homozygous mutation, c.398A>G (p.His133Arg) heterozygous mutation, c.2108G>A (p.Gly703Asp) heterozygous mutation, and c.1702G>A (p.Gly568Arg) heterozygous mutation. Among the above, the c.1858G>A heterozygous mutation was the most common, and c.398A>G and c.1702G>A were identified for the first time.Conclusion:Patients with plasminogen deficiency caused by PLG gene defects are prone to occur cerebral infarction events, which may be related to impaired fibrinolytic function due to PLG gene mutations.

To address the current issues of data imbalance and scarcity in photoplethysmography (PPG) data for type 2 diabetes mellitus (T2DM) prediction, this study proposes an improved conditional Wasserstein generative adversarial network with gradient penalty (CWGAN-GP). The algorithm integrated gated recurrent unit (GRU) networks and self-attention mechanisms to construct a generator, aiming to produce high-quality PPG signals. Various data augmentation methods, including the improved CWGAN-GP, were employed to expand the PPG dataset, and multiple classifiers were applied for T2DM prediction analysis. Experimental results showed that the model trained on data generated by the improved CWGAN-GP achieved the optimal prediction performance. The highest accuracy reached 0.895 0, and compared with other data enhancement methods, this approach exhibited significant advantages in terms of precision and F1-score. The generated data notably enhances the accuracy and generalization ability of T2DM prediction models, providing a more reliable technical basis for non-invasive early T2DM screening based on PPG signals.
Photoplethysmography/methods* ; Diabetes Mellitus, Type 2/diagnosis* ; Humans ; Algorithms ; Neural Networks, Computer ; Signal Processing, Computer-Assisted ; Prediction Algorithms

Objective To explore the feasibility and safety of non-anticoagulation veno-venous extracorporeal membrane oxygenation(VV-ECMO)in patients with severe chest trauma.Methods A retrospective cohort study method was used.A total of 19 patients with severe chest trauma who received VV-ECMO with a delayed anticoagulation strategy at Zhengzhou Central Hospital Affiliated to Zhengzhou University from January 2018 to October 2021 were included in the delayed anticoagulation group,and 20 patients with severe chest trauma who received VV-ECMO with a non-anticoagulation strategy from November 2021 to October 2024 were included in the non-anticoagulation group.The overall clinical characteristics of the patients were statistically analyzed,including gender,age,injury severity score(ISS),acute physiology and chronic health evaluationⅡ(APACHEⅡ),reason for VV-ECMO,use of vasoactive drugs,oxygenation index(PaO2/FiO2),and interval from injury to VV-ECMO.The primary outcomes were hemorrhagic and thrombotic complications.The secondary outcomes were blood transfusion during VV-ECMO,VV-ECMO time,mechanical ventilation time,intensive care unit(ICU)length of stay,and 28-day mortality.Results There was no significant difference in gender,age,ISS score,APACHEⅡscore,reason for VV-ECMO,use of vasoactive drugs,PaO2/FiO2,and interval from injury to VV-ECMO between the non-anticoagulation group and the delayed anticoagulation group.There was no significant difference in overall incidence of hemorrhagic and thrombotic between the two groups[incidence of hemorrhagic complications:15.0%(3/20)vs.31.6%(6/19),incidence of thrombotic:15.0%(3/20)vs.5.3%(1/19),both P>0.05].The infusion rate of 4 or more paked red blood cell(PRBC)within 24 hours during VV-ECMO in the non-anticoagulation group was significantly lower than that in the delayed anticoagulation group[5.0%(1/20)vs.31.6%(6/19),P<0.05].The amount of PRBC and platelet transfusion and the time on VV-ECMO in the non-anticoagulation group during VV-ECMO were significantly lower than those in the delayed anticoagulation group[PRBC(U):5.8±3.8 vs.8.1±3.1,platelets(U):1(0,1)vs.2(1,3),time on VV-ECMO(hours):71.55±24.37 vs.114.21±34.08,all P<0.05].There were no statistically significant differences in the amount of plasma and cryoprecipitate transfusion during VV-ECMO,mechanical ventilation time,ICU hospitalization time,and 28-day mortality between the two groups.Conclusion For patients with severe chest trauma receiving VV-ECMO withholding routine systemic anticoagulation did not result in thrombotic complications or higher mortality and required less PRBC and platelet transfusions.Non-anticoagulant VV-ECMO is safe and feasible for patients with severe chest trauma with high risk of bleeding.

Objective:To observe the clinical features and treatment outcomes of patients with intraocular foreign bodies with endophthalmitis, and analyze the prognostic factors affecting the anatomic and visual outcomes of patients.Methods:A retrospective clinical study. A total of 1 704 patients (1 704 eyes) with intraocular foreign body at Eye Hospital, Wenzhou Medical University from January 2015 to June 2024 were included in this study. Endophthalmitis was diagnosed in 263 eyes (15.4%, 263/1 704). Patients who lost follow-up in our hospital after surgery were excluded, 155 patients with 155 eyes were finally included in the study. Uncorrected visual acuity (UCVA) examination was performed before operation. Best corrected visual acuity (BCVA) examination was performed both after the first stage debridement and during follow-up. The visual acuity test is performed using a standard logarithmic visual acuity chart, which is statistically converted to logarithm of the minimum angle of resolution (logMAR) visual acuity. Demographic characteristics (gender, age), trauma characteristics (time of injury, occupation characteristics, nature of foreign body), anatomical injury (wound zoning, nature of infection, etc.), clinical treatment (interval between operation and injury, rate of second operation, etc.) and outcome (vision outcome, complications, anatomic outcome, etc.) were recorded. Prophylactic intravitreous injection of 10 mg/ml of cefazolin sodium 0.1 ml (including 1 mg of cefazolin sodium) was given on the basis of perioperative systemic administration of cefazolin sodium from 2022. Anatomical outcomes included anatomical reduction, silicone oil-dependent, and ophthalmectomy. The visual outcomes of the patients were categorized into three groups based on the best-corrected visual acuity at the final follow-up: visual acuity worse than 0.05, visual acuity between 0.05 and 0.3, and visual acuity better than 0.3. Generalized linear mixed model (GLMM) was used to analyze the correlation between the timing of treatment, nature of foreign body, nature of infection, number of operations, location of injury and the anatomic and visual outcomes of patients.Results:Of 155 patients, 149 were males and 6 were females, mean age was (45.7±12.9) years, patients with monocular injury. Magnetic, non-magnetic, unidentified metal and vegetable, mineral, animal and unidentified foreign bodies were 102 (65.8%, 102/155), 2 (1.3%, 2/155), 28 (18.1%, 28/155), 1 (0.6%, 1/155), 12 (7.7%, 12/155), 7 (4.5%, 7/155), 3 (1.9%, 3/155) cases, respectively. The time between injury and removal of foreign body was (98.1±359.5) h. The foreign bodies were removed in 136 eyes (87.2%, 136/155) in the primary surgery, 67 cases combined with debridement and suture, 68 cases combined with pars plana vitrectomy (PPV), and 1 case suffered ophthalmectomy. The slide and culture results revealed that the eyes positive for bacteria and those positive for a mixed infection of bacteria and fungi were 80 (51.2%, 80/155) and 2 (1.3%, 2/155) eyes, respectively; 73 eyes (46.8%, 73/155) were negative. Among the 80 eyes positive for bacteria, staphylococcus epidermidis and bacillus cereus were found in 26 (32.5%, 26/80) and 23 (28.8%, 23/80) eyes, respectively. Drug sensitivity testing indicated that vancomycin, gentamicin and amikacin had low drug resistance (1.79%, 6.67%, 0.0%, respectively). The mean preoperative logMAR UCVA was 1.67±0.79. In the outcome of visual function, 78, 26 and 51 patients with visual acuity <0.05, 0.05-0.3, >0.3, respectively. At the last follow-up, there were 56 cases (36.1%, 56/155) of silicone oil dependence, 93 cases (60%, 93/155) of anatomic reduction, and 6 cases (3.9%, 6/155) suffered ophthalmectomy, the mean intraocular pressure was (13.6±6.1) mm Hg (1 mm Hg= 0.133 kPa). Preoperative visual acuity was strongly correlated with visual outcomes ( F=6.896, P=0.001). Preoperative visual acuity ( F=5.310, P=0.023) and surgical method ( F=20.448, P<0.001) were closely related to the anatomical outcome, while age, treatment time, foreign body nature, wound zoning, infection nature, and foreign body removal time had no statistical correlation with the anatomic and functional outcome ( P>0.05). During 2015 to 2024, the incidence of intraocular foreign body-related endophthalmitis was 12.5%-22.7%, which showed a fluctuating upward trend. The incidence of endophthalmitis increased during 2022 to 2024 compared with the period from 2019 to 2021, but no statistically difference was found ( χ2=3.856, P=0.05). Conclusions:The incidence of intraocular foreign body related endophthalmitis was 15.4%. Staphylococcus epidermidis and Bacillus cereus are the first and second pathogenic bacteria. The incidence of endophthalmitis is not significantly reduced with intravitreal injection of cefazolin sodium. Preoperative UCVA and surgical method were closely related to the anatomic outcome of patients.