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.Effectiveness analysis of tibial nerve transection with epineurial suture and division of common plantar digital nerve branches in treatment of congenital macrodactyly in children.
Dongmei LI ; Guanglei TIAN ; Jianfeng LI ; Min ZHAO ; Liang ZHAO ; Jingda LIU ; Hailei LI
Chinese Journal of Reparative and Reconstructive Surgery 2025;39(12):1562-1567
OBJECTIVE:
To evaluate the effectiveness of tibial nerve transection with epineurial suture and division of the common plantar digital nerve branches in the treatment of congenital macrodactyly in children.
METHODS:
A retrospective analysis was conducted on clinical data from 9 children with congenital macrodactyly who met the selection criteria and were admitted between January 2018 and December 2024. The cohort included 4 boys and 5 girls, aged 1-6 years (median, 3 years). Syndactyly of the second and third toes was present in 2 patients. Hypertrophy distribution was as follows: 1 case of single-ray involvement, 4 of double-ray, 1 of triple-ray, 1 of quadruple-ray, and 2 of quintuple-ray. Preoperatively, 7 cases exhibited limitations in both active and passive flexion and extension of the affected toes; in 2 cases, active movement was restricted while passive motion remained intact. All 9 children were unable to wear standard-sized footwear for the unaffected foot. Six presented with a limp, and 3 had difficulty walking. All 9 cases were moderate to severe progressive macrodactyly, and the growth rate of the affected foot was significantly faster than that of the healthy side. Six cases had undergone prior surgical interventions at other institutions, but disease progression continued postoperatively. All 9 patients underwent tibial nerve transection with epineurial suture and selective division of the common plantar digital nerve branches. At last follow-up, the foot growth rate was calculated (compared with that immediately after operation), and the changes of plantar pain sensation in the affected foot were detected before operation, immediately after operation, and at last follow-up, and the surgical efficacy was evaluated based on improvements in shoe fit and gait function.
RESULTS:
All 9 children were followed up 6-36 months, with an average of 18 months. All the incisions healed by first intention, and no infection or plantar ulceration occurred. At last follow-up, the growth rate of the affected foot was 0.10 (0.04, 0.14) cm/month, which was significantly slower than that of the healthy foot [0.14 (0.08, 0.18) cm/month] ( Z=3.951, P<0.001). Preoperatively, plantar pain sensation was absent in all cases; it was restored immediately after operation. At last follow-up, 6 patients had absent pain sensation, 2 had partial preservation (involving certain toes and central plantar regions), and 1 patient (with 3-year follow-up) exhibited regained sensation in multiple plantar areas. Gait improved in most cases, in which 8 children achieved normal ambulation, while 1 continued to limp due to leg-length discrepancy. Surgical efficacy were rated as excellent in 1 case, good in 7, and fair in 1.
CONCLUSION
Tibial nerve transection with epineurial suture combined with selective division of the common plantar digital nerve branches effectively reduces the growth rate of congenital macrodactyly in children, has minimal impact on plantar sensory function, and does not result in plantar ulcers or impaired ambulation.
Humans
;
Male
;
Female
;
Child, Preschool
;
Child
;
Retrospective Studies
;
Infant
;
Tibial Nerve/surgery*
;
Toes/surgery*
;
Treatment Outcome
;
Suture Techniques
;
Fingers/surgery*
;
Foot/innervation*
;
Limb Deformities, Congenital
3.Artificial intelligence guided Raman spectroscopy in biomedicine: Applications and prospects.
Yuan LIU ; Sitong CHEN ; Xiaomin XIONG ; Zhenguo WEN ; Long ZHAO ; Bo XU ; Qianjin GUO ; Jianye XIA ; Jianfeng PEI
Journal of Pharmaceutical Analysis 2025;15(11):101271-101271
Due to its high sensitivity and non-destructive nature, Raman spectroscopy has become an essential analytical tool in biopharmaceutical analysis and drug development. Despite of the computational demands, data requirements, or ethical considerations, artificial intelligence (AI) and particularly deep learning algorithms has further advanced Raman spectroscopy by enhancing data processing, feature extraction, and model optimization, which not only improves the accuracy and efficiency of Raman spectroscopy detection, but also greatly expands its range of application. AI-guided Raman spectroscopy has numerous applications in biomedicine, including characterizing drug structures, analyzing drug forms, controlling drug quality, identifying components, and studying drug-biomolecule interactions. AI-guided Raman spectroscopy has also revolutionized biomedical research and clinical diagnostics, particularly in disease early diagnosis and treatment optimization. Therefore, AI methods are crucial to advancing Raman spectroscopy in biopharmaceutical research and clinical diagnostics, offering new perspectives and tools for disease treatment and pharmaceutical process control. In summary, integrating AI and Raman spectroscopy in biomedicine has significantly improved analytical capabilities, offering innovative approaches for research and clinical applications.
4.Predictive Performance of Routine Blood Test Parameters for the Severity of Brain Damage in Patients With Acute Cerebral Hemorrhage in High-Altitude Regions
Jianfeng MA ; Biao LIU ; RENQINGLAMU ; Rongrong LI ; Weifeng ZHENG ; Yuhua ZHAO ; Hai XIONG
Journal of Sichuan University (Medical Sciences) 2025;56(5):1320-1325
Objective To investigate the predictive value of changes in various indicators of routine blood tests for the severity of brain damage in patients with acute cerebral hemorrhage(ACH)in high-altitude regions.Methods A retrospective analysis was conducted using data from 249 inpatients diagnosed with ACH at a hospital in Xizang.Patient data,including demographic information and results of routine blood tests,were collected.Based on their Glasgow Coma Scale(GCS)scores,the patients were divided into 2 groups,a mild brain damage group(GCS≥13 points)and a moderate-to-severe brain damage group(GCS≤12 points).Demographic information and laboratory test results were compared between the two groups.Binary logistic regression analysis was performed to examine the relationship between indicators of routine blood tests and the severity of brain damage,and key indicators were identified.The receiver operating characteristic(ROC)curve analysis was used to evaluate the predictive performance of key indicators in various combinations for the severity of brain injury in ACH patients.Results The moderate-to-severe group had a higher proportion of high-altitude residents,as well as elevated levels of white blood cells(WBC),neutrophils(N),neutrophil-to-lymphocyte ratio(NLR),systemic inflammatory index(SII),neutrophil-to-platelet ratio(NPR),and C-reactive protein(CRP)-to-lymphocyte ratio(CLR),compared to the mild group.On the other hand,the levels of lymphocytes(L),platelets(PLT),and platelet-to-albumin ratio(PAR)in the moderate-to-severe group were lower than those in the mild group.Binary logistic regression analysis showed that WBC(OR=1.221,95%CI:1.127-1.322),CRP(OR=1.019,95%CI:1.004-1.033),CRP-to-albumin ratio(CAR)(OR=1.845,95%CI:1.137-2.996),and CLR(OR=1.018,95%CI:1.005-1.030)were positively associated with moderate-to-severe brain damage,and that their elevated levels were associated with an increase in risk by the corresponding folds.PAR(OR=0.845,95%CI:0.721-0.990)was negatively correlated with moderate-to-severe brain damage,with an increase resulting in a reduction of risk by 0.845 times.ROC curve analysis showed that,in the mild group,the combined AUC for WBC+CRP was 0.689(optimal cutoff value 0.19,specificity 0.776,95%CI:0.624-0.755);the PAR+CAR+CLR combination(CAR was not significant,P>0.05)had an AUC of 0.675(optimal cutoff value 0.19,specificity 0.760,95%CI:0.609-0.741);the key indicator combination of WBC+PAR+CLR(CRP was not significant,P>0.05)demonstrating the strong predictive performance moderate-to-severe brain damage,yielding an AUC of 0.737(optimal cutoff value 0.08,specificity 0.624,95%CI:0.676-0.798).Conclusion The indicator combinations of WBC+CRP,PAR+CLR,and WBC+PAR+CLR exhibit significant value for predicting the severity of brain injury in ACH patients and may serve as potential predictive tools for the severity of brain damage in patients with acute cerebral hemorrhage in high-altitude regions.
5.Establishment and application of infectious disease monitoring, early warning and disposal system
Hexiang JIA ; Longfang JIANG ; Chunli WANG ; Jiani ZHANG ; Yina WEI ; Jianfeng LU ; Yiming QIU ; Jiangjun ZHAO ; Baojian MA
Chinese Journal of Preventive Medicine 2024;58(10):1620-1624
Using big data and artificial intelligence to establish a multi-point monitoring, early warning, and disposal system to achieve early warning and intervention of infectious disease outbreaks is an important means of controlling the spread of the epidemic. Taking Xiaoshan district as an example, this study analyzes the monitoring contents, warning methods, and application effectiveness of the infectious disease monitoring, early warning and disposal system. Based on Xiaoshan′s health big data resources, the system starts with syndrome, disease diagnosis and etiology. Through advanced technologies such as artificial intelligence and block chain, it realizes early identification of infectious disease outbreaks, data fusion, multi-cross collaboration, and closed-loop management. It has improved the sensitivity of clustered outbreaks monitoring and the effectiveness of epidemic disposal and provided a reference for grassroots disease prevention and control departments to establish an infectious disease monitoring and early warning system.
6.A retrospective analysis of the etiological characteristics and infection risks of patients critically ill with multidrug-resistant bacteria in rehabilitation wards
Huaping PAN ; Zhen WANG ; Xiaojiao ZHANG ; Jin GONG ; Jianfeng ZHAO ; Lizhi LIU ; Jiamei LIU ; Huiyue FENG ; Fang LV ; Hui FENG
Chinese Journal of Physical Medicine and Rehabilitation 2024;46(3):205-209
Objective:To explore the microbiological and disease distribution characteristics of multidrug-resistant bacteria in patients hospitalized in a critical care rehabilitation ward, and to analyze the risk factors leading to multidrug-resistant bacterial infections.Methods:Microbiology screening data describing 679 patients admitted to a critical care rehabilitation ward were retrospectively analyzed to divide the subjects into a multidrug-resistant group (positive for multidrug-resistant bacterial infections, n=166) and a non-multidrug-resistant group (negative for multidrug-resistant bacterial infections, n=513). The risk factors were then analyzed using logistic regression. Results:Among 369 strains of multidrug-resistant bacteria observed, 329 were gram-negative bacteria (89.2%), mainly Pseudomonas aeruginosa, Klebsiella pneumoniae and Escherichia coli. They were distributed in sputum (56.9%) and mid-epidemic urine (28.2%) specimens. Patients whose primary disease was hemorrhagic or ischemic cerebrovascular disease accounted for 40.96% and 23.49% of the multidrug-resistant bacterial infections, respectively. Logistic regression analysis showed that albumin level, dependence on mechanical ventilation, central venous cannulation, or an indwelling urinary catheter or cystostomy tube were significant independent predictors of such infections.Conclusion:The multidrug-resistant bacterial infections of patients admitted to the critically ill rehabilitation unit are mainly caused by gram-negative bacteria. Their occurrence is closely related to low albumin levels and mechanical ventilation, as well as to bearing an indwelling central venous catheter, a urinary catheter or a cystostomy catheter.
7.Pueraria Lobata Flowers Extract inhibits THP-1-derived foam cell formation by acti-vating PPARγ to upregulate the expression of ABCA1
Rongrong ZHU ; Mengjiao CHEN ; Zhenwang ZHAO ; Jiayi LIU ; Jianfeng WU ; Yufei WANG ; Min ZHANG
Chinese Journal of Arteriosclerosis 2024;32(5):395-401
Aim To explore the effect of Pueraria Lobata Flowers Extract(PFE)on lipid accumulation in mac-rophage-derived foam cells.Methods The concentration of PFE in THP-1-derived foam cells was screened by MTT,intracellular lipid accumulation was detected by oil red O staining and cholesterol detection kit,intracellular cholesterol ef-flux levels were detected by cholesterol efflux assay kit,RT-qPCR and Western blot were used to analyze mRNA and pro-tein expression.Results PFE significantly reduced lipid accumulation in THP-1-derived foam cells.PFE did not affect the mRNA expression of CD36,scavenger receptor-A Ⅰ(SR-A Ⅰ),sterol regulatory element-binding protein 2(SREBP2),3-hydroxy-3-methylglutaryl-CoA reductase(HMGCR),but it could upregulate the mRNA and protein expres-sion levels of ATP-binding cassette transporter A1(ABCA1)(P<0.05),and promote the intracellular cholesterol efflux of macrophage-derived foam cells(P<0.01).PFE could activate the activity of peroxisome proliferator-activated receptor y(PPARγ)(P<0.01)and upregulate the mRNA and protein expression levels of PPARγ(P<0.05).Compared with the PFE control group,the expression of PPARγ and ABCA1 proteins decreased and cholesterol efflux decreased after GW9662 treatment(all P<0.01).Conclusion PFE could significantly prevent the lipid accumulation in THP-1-derived foam cells and inhibit the formation of foam cells by upregulating ABCA1 expression and cholesterol efflux mediated by PPARγ.
8.Overview of management system for conflict of interest of the European Pharmacopoeia Commission and the United States Pharmacopoeia Convention
XU Xinyi ; LIU Jian ; ZHANG Lin ; SHEN Xueyao ; ZHAO Jianfeng ; ZHANG Jun ; FU Jian ; SHU Rong
Drug Standards of China 2024;25(1):0103-0108
This article introduces an overview of management system for conflict of interest of the European Pharmacopoeia Commission (EPC) and the United States Pharmacopoeia Convention (USP). The EPC and USP have standardized the management system for conflict of interest in drug standard work in multiple management documents, such as the Guide for the Work, Code of Practice for the Work, Form for Declaration of Interests and Confidentiality Undertaking of the EPC, bylaws, Rules and Procedures of the Council of Experts, Code of Ethics, Standards of Conduct of the USP, in order to ensure the transparency and fairness of drug standard development, improve the credibility and rigor of drug standards. This article introduces the management system for conflict of interest of the EPC and USP, providing reference for the improvement of relevant management systems of the Chinese Pharmacopoeia Commission.
9.Effects of Different Virulence Types of Helicobacter Pylori on Gastric Micro-environment
Xiaoqing ZHAO ; Jiaxin XIAO ; Yong LIN ; Jianfeng ZHANG ; Wenhui WANG ; Wenjie ZHANG
Journal of Kunming Medical University 2024;45(2):148-152
Objective To observe the effects of different virulence types of Helicobacter pylori on pepsin and inflammatory factors.Methods 110 patients admitted from December 2021 to March 2023 were collected and divided into HP positive group(n=79)and HP negative group(n=31)according to 13 carbon breath test results.The HP positive group was divided into type Ⅰ group(n=52),type Ⅱ group(n=11)and undetermined group(n=16)according to the Helicobacter pylori antibody typing.The HP negative group was selected and divided into blank control group(n=12).Gastric juice pH value,sodion(Na+),potassium(K+),chloridion(Cl-),IL-6,IL-8,gastrin 17(G-17),pepsinogen Ⅰ(PG Ⅰ)and pepsinogen Ⅱ(PG Ⅱ)were detected in all patients.Results Th-ere was no difference in pH,Na+,Cl-,K+ between Hp positive group and Hp negative group(P>0.05).The content of Cl-in HP-positive group was lower than that in HP-negative group(P<0.05).The levels of IL-6,IL-8,G-17,PG Ⅰ and PG Ⅱ in HP-positive group were significantly higher than those in HP-negative group(P<0.05).There was no significant difference in pH,Na+ and K+ between type Ⅰ group and type Ⅱ group,undetermined group and blank control group(P>0.05).The content of Cl-in type Ⅰ group and undetermined group was lower than that in blank control group(P<0.05).The levels of IL-6,IL-8 and PG Ⅰ in type I group were higher than those in type Ⅱ group,undetermined group and blank control group(P<0.05).There was a significant difference in PG Ⅱ between the blank control group and the other groups(P<0.05).There was no difference in G-17 content between type Ⅰ group and undetermined group(P>0.05).The level of G-17 in type I group was higher than that in type Ⅱ group and blank control group(P<0.05).Conclusion Type I Hp infection may cause gastric mucosal injury by increasing the expression of IL-6,IL-8 and G-17,and then lead to abnormal digestive function.
10.Electroacupuncture intervention on the proliferation and differentiation of hippocampal neurons and oligodendrocytes in Alzheimer's disease model mice
Longyang LI ; Songjiang ZHANG ; Xianmin ZHAO ; Chunguang ZHOU ; Jianfeng GAO
Chinese Journal of Tissue Engineering Research 2024;28(7):1029-1035
BACKGROUND:The effect of electroacupuncture on the proliferation and differentiation of hippocampal oligodendrocytes in model mice with Alzheimer's disease remains poorly understood while demyelinating reaction related to oligodendrocytes is a common pathological reaction of Alzheimer's disease. OBJECTIVE:To investigate the effects and mechanism of electroacupuncture stimulation of"Baihui"(GV 20),"Fengfu"(GV 16)and bilateral"Shenshu"(BL 23)in Alzheimer's disease model mice on the proliferation and differentiation of endogenous neural stem cells to neurons and oligodendrocytes. METHODS:Forty 6-week-old SPF APP/PS1 transgenic male Alzheimer's disease model mice were randomly divided into electroacupuncture group(n=20)and Alzheimer's disease model group(n=20).Healthy male C57BL/6J mice of the same age were used as normal controls(n=20).The mice in the electroacupuncture group received electroacupuncture at"Baihui"(GV 20),"Fengfu"(GV 16)and bilateral"Shenshu"(BL 23)for 16 weeks(20 minutes/day and one day off a week).After electroacupuncture,Morris water maze was used to detect the changes of learning and memory function.Immunohistochemistry was utilized to detect hippocampal dentate gyrus β-amyloid senile plaques.The expression of BrdU/NeuN and BrdU/GALC in the hippocampal dentate gyrus was detected by immunofluorescence double labeling.Western blot assay was used to detect the expression levels of neuron specific protein Nestin and oligodendrocyte specific protein GALC in the hippocampus.mRNA and protein levels of Notch1 and Hes1 in the hippocampus were detected by real-time fluorescence quantitative PCR and western blot assay. RESULTS AND CONCLUSION:(1)Compared with the normal control group,the ability of learning and memory in the Alzheimer's disease model group decreased significantly;hippocampal dentate gyrus β-amyloid senile plaques increased significantly(P<0.01);the expression of GALC and Nestin in the hippocampus decreased significantly(P<0.01,P<0.05).(2)Compared with the Alzheimer's disease model group,the learning and memory ability of the electroacupuncture group was significantly increased;β-amyloid senile plaque in the hippocampal dentate gyrus decreased significantly(P<0.01).BrdU/NeuN double labeled positive cells in the hippocampal dentate gyrus and Nestin protein expression in the hippocampus increased significantly(P<0.01,P<0.05);GALC expression in hippocampus increased significantly(P<0.01).The mRNA and protein levels of Notch1 in the hippocampus were significantly increased(P<0.05,P<0.01).The mRNA and protein levels of Hes1 in the hippocampus decreased significantly(P<0.05).(3)These findings indicate that electroacupuncture at"Baihui"(GV 20),"Fengfu"(GV 16)and bilateral"Shenshu"(BL 23)of the Alzheimer's disease model infant mice can promote the proliferation and differentiation of endogenous neural stem cells to neurons and oligodendrocytes,which may be regulated through the Notch1/Hes1 pathway.

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