1.Construction and Practice of AI-Based Triadic Interactive Teaching Model for Surgical Animal Surgery
Kaikai MAO ; Xiu LI ; Chen ZHOU ; Jianfeng SANG ; Meng WANG ; Guang ZHANG ; Xiaozhi ZHAO
Laboratory Animal and Comparative Medicine 2026;46(2):288-296
ObjectiveIn the context of the digital transformation of education, this study aims to construct a triadic interactive teaching model for surgical animal surgery in clinical medicine using modern information technology. It explores the effectiveness of different teaching methods in improving students' practical skills, aseptic awareness, and teamwork abilities, providing a reference for the reform of clinical practice education. MethodsA quasi-experimental research design was adopted. A total of 80 students from the eight-year clinical medicine program at Nanjing University were selected, including the Class of 2020 (control group, n=40) and the Class of 2021 (experimental group, n=40). The control group received traditional teaching methods, while the experimental group implemented the "Teacher-Student-AI" triadic interactive teaching model. This model utilized a smart teaching platform for personalized pre-class preparation , as well as data-driven post-class review and feedback throughout the entire teaching process. The "assessment indicators and scoring criteria for the surgical animal surgery course" were used to evaluate teaching effectiveness, with independent samples t-tests used for statistical analysis. ResultsPre-course assessments revealed no statistically significant differences in baseline theoretical knowledge or practical skills between the two groups (P>0.05). Upon completion of the course, the experimental group achieved higher scores than the control group across three key dimensions: practical skills (47.98±1.34 vs 46.92±2.51, P=0.022), aseptic awareness (17.84±1.16 vs 16.94±2.29, P=0.029), and teamwork (16.82±1.44 vs 15.95±1.22, P=0.004). However, no statistically significant difference was observed in the scores for humane care awareness between the two groups (8.24±0.70 vs 8.16±0.53, P=0.589). ConclusionThe AI-based triadic interactive teaching model can, to some extent, address the limitations of traditional surgical animal surgery education. It plays a positive role in enhancing medical students' surgical skills, aseptic awareness, and collaborative abilities. This model facilitates the transition from traditional to personalized teaching and offers a practical framework for the digital reform of clinical practice education.
2.Study on the current situation and influencing factors of nutritional risk in children in PICU
Lian-Ye LI ; Ying-Jie DUAN ; Guang-Yu LI ; Qi LI ; Mao MAO ; Yu TIAN ; Dong-Xue LÜ ; Wei ZHANG ; Xin-Hui LIU
Parenteral & Enteral Nutrition 2025;32(1):23-28
Objective:To investigate the nutritional risk status of children in PICU and analyze its influencing factors.Methods:From July 2021 to February 2023,all children aged 1 to 18 years admitted to PICU of Beijing Children's Hospital were investigated by using the pediatric Yorkhill Malnutrition Scoring tool(PYMS)and the clinical data questionnaire.Results:A total of 492 children in PICU were enrolled.The first nutritional risk screening results showed that there were 32 cases of no/low nutritional risk(6.5%),76 cases of medium risk(15.4%),and 384 cases of high risk(78.1%).The incidence of medium/high nutritional risk was as high as 93.5%.The PYMS score of nutritional risk in PICU was(2.61±1.42).The results of multiple linear regression analysis showed that weight,fever time before admission,white blood cells,body mass index,primary diagnosis,father's education,and diet before illness were the main influencing factors of nutritional risk of children in PICU(P<0.05).Conclusion:Children in PICU are in a state of high nutritional risk.It is suggested that children in PICU should carry out nutritional screening in a standardized manner,identify children with high nutritional risk and its influencing factors early.To actively conduct nutritional assessment and nutritional intervention could improve the clinical outcome of children in PICU.
3.Safety of colostrum collection in the third trimester and evaluation of postpartum breastfeeding in pregnant women with hyperglycemia during pregnancy
Guang-yun GAO ; Jing WANG ; Jun-ping ZHANG ; Jia SHENG ; Jie-jing SHENG ; Li-ping MAO ; Fei-fei ZHOU
Fudan University Journal of Medical Sciences 2025;52(2):225-231
Objective To preliminarily explore the safety of collecting colostrum in the third trimester,and to evaluate postpartum breastfeeding in pregnant women with hyperglycemia during pregnancy.Methods Pregnant women with hyperglycemia during pregnancy who had prenatal examinations in Obstetrics and Gynecology Hospital,Fudan University from Jul to Nov 2022 were prospectively divided into the colostrum collection group(n=52)in the third trimester and the control group(n=55)by randomized controlled grouping method.The t-test,χ2 test,Fisher's exact probability method and rank sum test were used for statistical analysis of the data to compare the delivery outcomes,neonatal outcomes and postpartum breastfeeding status between the two groups.Results There were no significant differences in the gestational weeks at delivery,delivery methods,breastfeeding rates at 42 days postpartum and 4 months postpartum between the two groups of pregnant women with hyperglycemia during pregnancy.There were also no significant differences in the Apgar scores at 1 minute and 5 minutes after birth and the neonatal hospitalization rate.The proportion of formula milk as the first supplementary feeding after delivery and the delayed lactation rate at 3 days postpartum in the colostrum collection group were significantly lower than those in the control group(P<0.05).The exclusive breastfeeding rates at 24 hours postpartum and 3 days postpartum in the colostrum collection group were significantly higher than those in the control group(P<0.05).Conclusion Collecting colostrum in the third trimester among pregnant women with hyperglycemia during pregnancy is safe,and it can reduce the rate of supplementary feeding with formula milk after delivery,and increase the exclusive breastfeeding rates at 24 hours postpartum and 3 days postpartum.
4.Safety of colostrum collection in the third trimester and evaluation of postpartum breastfeeding in pregnant women with hyperglycemia during pregnancy
Guang-yun GAO ; Jing WANG ; Jun-ping ZHANG ; Jia SHENG ; Jie-jing SHENG ; Li-ping MAO ; Fei-fei ZHOU
Fudan University Journal of Medical Sciences 2025;52(2):225-231
Objective To preliminarily explore the safety of collecting colostrum in the third trimester,and to evaluate postpartum breastfeeding in pregnant women with hyperglycemia during pregnancy.Methods Pregnant women with hyperglycemia during pregnancy who had prenatal examinations in Obstetrics and Gynecology Hospital,Fudan University from Jul to Nov 2022 were prospectively divided into the colostrum collection group(n=52)in the third trimester and the control group(n=55)by randomized controlled grouping method.The t-test,χ2 test,Fisher's exact probability method and rank sum test were used for statistical analysis of the data to compare the delivery outcomes,neonatal outcomes and postpartum breastfeeding status between the two groups.Results There were no significant differences in the gestational weeks at delivery,delivery methods,breastfeeding rates at 42 days postpartum and 4 months postpartum between the two groups of pregnant women with hyperglycemia during pregnancy.There were also no significant differences in the Apgar scores at 1 minute and 5 minutes after birth and the neonatal hospitalization rate.The proportion of formula milk as the first supplementary feeding after delivery and the delayed lactation rate at 3 days postpartum in the colostrum collection group were significantly lower than those in the control group(P<0.05).The exclusive breastfeeding rates at 24 hours postpartum and 3 days postpartum in the colostrum collection group were significantly higher than those in the control group(P<0.05).Conclusion Collecting colostrum in the third trimester among pregnant women with hyperglycemia during pregnancy is safe,and it can reduce the rate of supplementary feeding with formula milk after delivery,and increase the exclusive breastfeeding rates at 24 hours postpartum and 3 days postpartum.
5.Comparative study of trastuzumab modification analysis using mono/multi-epitope affinity technology with LC-QTOF-MS.
Chengyi ZUO ; Jingwei ZHOU ; Sumin BIAN ; Qing ZHANG ; Yutian LEI ; Yuan SHEN ; Zhiwei CHEN ; Peijun YE ; Leying SHI ; Mao MU ; Jia-Huan QU ; Zhengjin JIANG ; Qiqin WANG
Journal of Pharmaceutical Analysis 2024;14(11):101015-101015
Dynamic tracking analysis of monoclonal antibodies (mAbs) biotransformation in vivo is crucial, as certain modifications could inactivate the protein and reduce drug efficacy. However, a particular challenge (i.e. immune recognition deficiencies) in biotransformation studies may arise when modifications occur at the paratope recognized by the antigen. To address this limitation, a multi-epitope affinity technology utilizing the metal organic framework (MOF)@Au@peptide@aptamer composite material was proposed and developed by simultaneously immobilizing complementarity determining region (CDR) mimotope peptide (HH24) and non-CDR mimotope aptamer (CH1S-6T) onto the surface of MOF@Au nanocomposite. Comparative studies demonstrated that MOF@Au@peptide@aptamer exhibited significantly enhanced enrichment capabilities for trastuzumab variants in comparison to mono-epitope affinity technology. Moreover, the higher deamidation ratio for LC-Asn-30 and isomerization ratio for HC-Asn-55 can only be monitored by the novel bioanalytical platform based on MOF@Au@peptide@aptamer and liquid chromatography-quadrupole time of flight-mass spectrometry (LC-QTOF-MS). Therefore, multi-epitope affinity technology could effectively overcome the biases of traditional affinity materials for key sites modification analysis of mAb. Particularly, the novel bioanalytical platform can be successfully used for the tracking analysis of trastuzumab modifications in different biological fluids. Compared to the spiked phosphate buffer (PB) model, faster modification trends were monitored in the spiked serum and patients' sera due to the catalytic effect of plasma proteins and relevant proteases. Differences in peptide modification levels of trastuzumab in patients' sera were also monitored. In summary, the novel bioanalytical platform based on the multi-epitope affinity technology holds great potentials for in vivo biotransformation analysis of mAb, contributing to improved understanding and paving the way for future research and clinical applications.
6.Using machine learning to construct the diagnosis model of female bladder outlet obstruction based on urodynamic study data
Quan ZHOU ; Guang LI ; Kai CUI ; Weilin MAO ; Dongxu LIN ; Zhenglong YANG ; Zhong CHEN ; Youmin HU ; Xin ZHANG
Investigative and Clinical Urology 2024;65(6):559-566
Purpose:
To intelligently diagnose whether there is bladder outlet obstruction (BOO) in female with decent detrusor contraction ability by focusing on urodynamic study (UDS) data.
Materials and Methods:
We retrospectively reviewed the UDS data of female patients during urination. Eleven easily accessible urinary flow indicators were calculated according to the UDS data of each patient during voiding period. Eight diagnosis models based on back propagation neural network with different input feature combination were constructed by analyzing the correlations between indicators and lower urinary tract dysfunction labels. Subsequently, the stability of diagnostic models was evaluated by five-fold cross-validation based on training data, while the performance was compared on test dataset.
Results:
UDS data from 134 female patients with a median age of 51 years (range, 27–78 years) were selected for our study.Among them, 66 patients suffered BOO and the remaining were normal. Applying the 5-fold cross-validation method, the model with the best performance achieved an area under the receiver operating characteristic curve (AUC) value of 0.949±0.060 using 9 UDS input features. The accuracy, sensitivity, and specificity for BOO diagnosis model in the testing process are 94.4%, 100%, and 89.3%, respectively.
Conclusions
The 9 significant indicators in UDS were employed to construct a diagnostic model of female BOO based on machine learning algorithm, which performs preferable classification accuracy and stability.
7.Efficacy and safety of DEB-TACE combined with lenvatinib in the treatment of hepatocellular carcinoma with portal vein tumor thrombus
Ling-Zhi ZHANG ; Qing-Dong WANG ; Mao-Jun YAN ; Peng-Chao FU ; Song LIU ; Guang-Ji YU
Chinese Journal of Current Advances in General Surgery 2024;27(8):627-632
Objective:To assess the efficiency and safety of combining lenvatinib with DEB-TACE for the treatment of unresectable large hepatocellular carcinoma,accompanied by PVTT,in order to provide insights into its potential as a therapeutic approach.Method:Patients with hepa-tocellular carcinoma and portal vein tumor thrombus,who were diagnosed and treated at Linyi Can-cer Hospital between June 2019 and June 2021,were chosen as the subjects of this study.Patient allocation into the experimental group(23 cases)and control group(27 cases)was based on indi-vidual preferences,ensuring a random distribution of participants.The DEB-TACE treatment was administered to the control group,while the experimental group received a combination of DEB-TACE and lenvatinib.The effectiveness of lenvatinib was assessed in the immediate post-surgery period,the patients'survival was monitored,and any associated side effects were documented.Result:3 months after treatment,the objective remission rates of the experimental group and the control group were 91.31%and 66.67%,and the disease control rates were 100%and 77.78%.The difference was statistically significant(P<0.05).3 months after treatment,the regression rates of tumor thrombus in the experimental group and the control group were 60.87%and 29.63%,the difference was statistically significant(P<0.05).The progression free survival time of the experi-mental group and the control group was 11 months and 8 months,the difference was statistically significant(P<0.05);The median survival time of the experimental group and the control group was 20 months and 14 months,and the difference was statistically significant(P<0.05).The main ad-verse reactions of the experimental group were hypertension,diarrhea,hand foot syndrome,rash,fatigue,loss of appetite,etc.,all of which were less than or equal to grade 3,and could be basically relieved after symptomatic treatment.Conclusion:The combination of DEB-TACE and lenvatinib is proven to be a safe and well-tolerated treatment for unresectable large hepatocellular carcinoma with portal vein tumor thrombus.This therapy not only effectively controls tumor progression but also prolongs survival time.
8.Predictive value of serum TRIB3 and STOX1 levels for prognosis in patients with coronary heart disease after PCI
Lin ZHANG ; Qing-song CHEN ; Guang-hong FENG ; Zhong-hua ZHU ; Mao-hai ZHANG
Chinese Journal of cardiovascular Rehabilitation Medicine 2024;33(6):683-687
Objective:To investigate the predictive value of serum levels of tribbles pseudokinase 3(TRIB3)and storkhead box 1(STOX1)for prognosis in patients with coronary heart disease(CHD)after percutaneous coronary intervention(PCI).Methods:A total of 116 CHD patients undergoing PCI in Daye People's Hospital between May 2019 and August 2022 were enrolled as CHD group,another 95 healthy volunteers undergoing physical examination in our hospital simultaneously were selected as control group.According to presence of major adverse cardiovascular events(MACE)within 3 months after PCI,CHD group was divided into MACE group(n=21)and no MACE group(n=95).Enzyme-linked immunosorbent assay(ELISA)was used to measure serum TRIB3 and STOX1 levels;multivariate Logistic regression was used to analyze influencing factors of poor prognosis in CHD patients after PCI;receiver operating characteristic(ROC)curve was used to analyze predictive value of serum TRIB3 and STOX1 for poor prognosis in CHD patients after PCI.Results:Compared with participants in control group,those in CHD group had significant higher serum TRIB3 and STOX1 levels(P<0.001 all).Compared with participants in no MACE group,those in MACE group had significant higher serum levels of TRIB3[(9.65±1.27)ng/ml vs.(12.04±1.64)ng/ml]and STOX1[(16.06±1.54)ng/ml vs.(18.21±1.78)ng/ml](P<0.001 all).Multivariate Lo-gistic regression showed that serum TRIB3 and STOX1 levels were independent risk factors for MACE in CHD pa-tients after PCI(OR=3.859,2.159,P<0.001 both).ROC analysis indicated that combined detection of serum TRIB3 and STOX1(area under the curve(AUC)=0.916)had higher predictive value for poor prognosis in CHD patients after PCI compared to those of single detection(AUC=0.837,0.776).Conclusion:Serum levels of TRIB3 and STOX1 significantly increase in CHD patients after PCI suffering from MACE,and the combination of both can better predict the prognosis of these patients.
9.Predictive value of serum TRIB3 and STOX1 levels for prognosis in patients with coronary heart disease after PCI
Lin ZHANG ; Qing-song CHEN ; Guang-hong FENG ; Zhong-hua ZHU ; Mao-hai ZHANG
Chinese Journal of cardiovascular Rehabilitation Medicine 2024;33(6):683-687
Objective:To investigate the predictive value of serum levels of tribbles pseudokinase 3(TRIB3)and storkhead box 1(STOX1)for prognosis in patients with coronary heart disease(CHD)after percutaneous coronary intervention(PCI).Methods:A total of 116 CHD patients undergoing PCI in Daye People's Hospital between May 2019 and August 2022 were enrolled as CHD group,another 95 healthy volunteers undergoing physical examination in our hospital simultaneously were selected as control group.According to presence of major adverse cardiovascular events(MACE)within 3 months after PCI,CHD group was divided into MACE group(n=21)and no MACE group(n=95).Enzyme-linked immunosorbent assay(ELISA)was used to measure serum TRIB3 and STOX1 levels;multivariate Logistic regression was used to analyze influencing factors of poor prognosis in CHD patients after PCI;receiver operating characteristic(ROC)curve was used to analyze predictive value of serum TRIB3 and STOX1 for poor prognosis in CHD patients after PCI.Results:Compared with participants in control group,those in CHD group had significant higher serum TRIB3 and STOX1 levels(P<0.001 all).Compared with participants in no MACE group,those in MACE group had significant higher serum levels of TRIB3[(9.65±1.27)ng/ml vs.(12.04±1.64)ng/ml]and STOX1[(16.06±1.54)ng/ml vs.(18.21±1.78)ng/ml](P<0.001 all).Multivariate Lo-gistic regression showed that serum TRIB3 and STOX1 levels were independent risk factors for MACE in CHD pa-tients after PCI(OR=3.859,2.159,P<0.001 both).ROC analysis indicated that combined detection of serum TRIB3 and STOX1(area under the curve(AUC)=0.916)had higher predictive value for poor prognosis in CHD patients after PCI compared to those of single detection(AUC=0.837,0.776).Conclusion:Serum levels of TRIB3 and STOX1 significantly increase in CHD patients after PCI suffering from MACE,and the combination of both can better predict the prognosis of these patients.
10.MaxEnt model-ArcGIS-based evaluation of habitat suitability of Hedysari Radix
Xin LIN ; Cheng-Yi LI ; Xiao-Cheng WEI ; Rui-Juan ZHOU ; Guang-Mao ZHANG ; Yao-Hui XIE ; Xue-Yan TAN ; Shan-Ru LIU
Chinese Traditional Patent Medicine 2023;45(12):4005-4010
AIM To evaluate the habitat suitability of Hedysari Radix based on MaxEnt model and ArcGIS.METHODS Using the MaxEnt model to screen the ecological factors affecting the distribution of Hedysari Radix,an evaluation model was thus established.ArcGIS software was used to evaluate the ecological suitability of Hedysari Radix to obtain the data about the highly suitable area,the moderate suitable area,the low suitable area and non-suitable area for its growth in China.RESULTS Hedysari Radix found its 1.29×106 km2 suitable area in China,among which the highly suitable area was 5×104 km2,mainly in Gansu Province,the moderately suitable area was 3.38×105 km2,and the low-suitable area was 9×105 km2,occupying 4.03%,26.20%and 69.77%of all,respectively.The main ecological factors affecting the distribution of Hedysari Radix were determined to be altitude,precipitation in the hottest quarter,solar radiation in September and December,seasonal temperature variation deviation and basic saturation of upper soil(0-30 cm).CONCLUSION With its result complying well with the literature records,this study provides theoretical basis for the introduction and cultivation of Hedysari Radix,and sustainable utilization of resources as well.

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