1.Application of a blended teaching mode based on medical knowledge graph and artificial intelligence teaching assistant in teaching of pathogens and immunology
Hongxia FAN ; Weimin DENG ; Mei LI ; Jingrui YAN
Chinese Journal of Medical Education Research 2025;24(5):644-651
Objective:To investigate the effect of a blended teaching mode based on medical knowledge graph and artificial intelligence (AI) teaching assistant on students' learning effectiveness and systematic thinking ability in teaching of pathogens and immunology.Methods:A controlled experimental design was employed, involving 114 clinical medical students ("5+3" integrated) enrolled in 2023 at Tianjin Medical University. They were divided into experimental group ( n=57) and control group ( n=57) based on their classes. A blended online-offline teaching mode based on medical knowledge graph and AI teaching assistant was used in the experimental group, and a blended online-offline teaching mode based on the online resources of this course was used in control group. Teaching effectiveness was assessed by comparing the scores of four chapter quizzes and the final exam between the two groups, as well as by analyzing student questionnaire responses. Data were analyzed using t test and χ2 test. Results:The experimental group achieved significantly higher scores in all four chapter quizzes and the final exam compared to the control group [(78.77±19.65) vs. (69.47±22.95), (84.56±14.02) vs. (76.49±16.20), (81.89±13.60) vs. (73.13±16.52), (81.56±21.28) vs. (73.16±16.27), (69.75±13.30) vs. (64.10±14.93), all P<0.05]. The questionnaire survey showed that 74.07% students ( n=40) believed that this blended teaching model stimulated their learning interest, 74.07% ( n=40) students believed that this blended teaching model enhanced their learning initiative, 81.48% ( n=44) students believed that this blended teaching model could help them construct the relationship between the old and new knowledge and thus improved memory retention, and 81.48% students b( n=44) elieved that this blended teaching model helped them integrate and summarize knowledge and construct systematic knowledge framework to improve their learning effectiveness. Conclusions:The blended teaching mode based on medical knowledge graph and AI teaching assistant is beneficial for cultivating students' systematic thinking ability and is helpful to improve their learning efficiency and effectiveness.
2.Reform practices and explorations under the double-track medical integration education reform: a case study of the circulatory system
Heng SHAO ; Hongjun DI ; Zhaoyan QIANG ; Jingrui YAN ; Weimin DENG
Chinese Journal of Medical Education Research 2025;24(8):1069-1073
The organ system-integrated curriculum system overcomes the limitations of single teaching methods and the drawbacks of neglecting holism and interconnectedness, effectively transforming knowledge into competency. Tianjin Medical University has pioneered the "double-track integrated teaching reform" to align with the objective of training undergraduate clinical medical talents. This system is centered on the eight major human body systems, breaking traditional disciplinary boundaries and achieving systematic integration of basic medical and clinical courses. First implemented in 2019 in the "5+3" clinical and pediatric programs, the system has undergone three rounds of teaching practice since 2021, forming a distinctive integrated curriculum system. Using the circulatory system as a model, the reform reorganized teaching content, developed specialized textbooks, and assembled interdisciplinary teaching teams, fostering a shared instructional approach through cross-disciplinary training. The teaching model integrates theoretical and practical learning with curriculum-based ideological and political education, employing problem-based learning to encourage self-directed study and leveraging an online-offline mixed approach to enhance teaching effectiveness. An innovative closed-loop assessment system incorporating formative evaluation has been established, integrating multidimensional feedback from exam analysis, student and faculty questionnaire surveys, and teaching supervision to continuously optimize curriculum development. The reform has significantly enhanced medical students' professional competencies and overall capabilities, providing an innovative paradigm for training high-level medical professionals in the new era.
3.Reform practices and explorations under the double-track medical integration education reform: a case study of the circulatory system
Heng SHAO ; Hongjun DI ; Zhaoyan QIANG ; Jingrui YAN ; Weimin DENG
Chinese Journal of Medical Education Research 2025;24(8):1069-1073
The organ system-integrated curriculum system overcomes the limitations of single teaching methods and the drawbacks of neglecting holism and interconnectedness, effectively transforming knowledge into competency. Tianjin Medical University has pioneered the "double-track integrated teaching reform" to align with the objective of training undergraduate clinical medical talents. This system is centered on the eight major human body systems, breaking traditional disciplinary boundaries and achieving systematic integration of basic medical and clinical courses. First implemented in 2019 in the "5+3" clinical and pediatric programs, the system has undergone three rounds of teaching practice since 2021, forming a distinctive integrated curriculum system. Using the circulatory system as a model, the reform reorganized teaching content, developed specialized textbooks, and assembled interdisciplinary teaching teams, fostering a shared instructional approach through cross-disciplinary training. The teaching model integrates theoretical and practical learning with curriculum-based ideological and political education, employing problem-based learning to encourage self-directed study and leveraging an online-offline mixed approach to enhance teaching effectiveness. An innovative closed-loop assessment system incorporating formative evaluation has been established, integrating multidimensional feedback from exam analysis, student and faculty questionnaire surveys, and teaching supervision to continuously optimize curriculum development. The reform has significantly enhanced medical students' professional competencies and overall capabilities, providing an innovative paradigm for training high-level medical professionals in the new era.
4.Impact of early detection and management of emotional distress on length of stay in non-psychiatric inpatients: A retrospective hospital-based cohort study.
Wanjun GUO ; Huiyao WANG ; Wei DENG ; Zaiquan DONG ; Yang LIU ; Shanxia LUO ; Jianying YU ; Xia HUANG ; Yuezhu CHEN ; Jialu YE ; Jinping SONG ; Yan JIANG ; Dajiang LI ; Wen WANG ; Xin SUN ; Weihong KUANG ; Changjian QIU ; Nansheng CHENG ; Weimin LI ; Wei ZHANG ; Yansong LIU ; Zhen TANG ; Xiangdong DU ; Andrew J GREENSHAW ; Lan ZHANG ; Tao LI
Chinese Medical Journal 2025;138(22):2974-2983
BACKGROUND:
While emotional distress, encompassing anxiety and depression, has been associated with negative clinical outcomes, its impact across various clinical departments and general hospitals has been less explored. Previous studies with limited sample sizes have examined the effectiveness of specific treatments (e.g., antidepressants) rather than a systemic management strategy for outcome improvement in non-psychiatric inpatients. To enhance the understanding of the importance of addressing mental health care needs among non-psychiatric patients in general hospitals, this study retrospectively investigated the impacts of emotional distress and the effects of early detection and management of depression and anxiety on hospital length of stay (LOS) and rate of long LOS (LLOS, i.e., LOS >30 days) in a large sample of non-psychiatric inpatients.
METHODS:
This retrospective cohort study included 487,871 inpatients from 20 non-psychiatric departments of a general hospital. They were divided, according to whether they underwent a novel strategy to manage emotional distress which deployed the Huaxi Emotional Distress Index (HEI) for brief screening with grading psychological services (BS-GPS), into BS-GPS ( n = 178,883) and non-BS-GPS ( n = 308,988) cohorts. The LOS and rate of LLOS between the BS-GPS and non-BS-GPS cohorts and between subcohorts with and without clinically significant anxiety and/or depression (CSAD, i.e., HEI score ≥11 on admission to the hospital) in the BS-GPS cohort were compared using univariable analyses, multilevel analyses, and/or propensity score-matched analyses, respectively.
RESULTS:
The detection rate of CSAD in the BS-GPS cohort varied from 2.64% (95% confidence interval [CI]: 2.49%-2.81%) to 20.50% (95% CI: 19.43%-21.62%) across the 20 departments, with a average rate of 5.36%. Significant differences were observed in both the LOS and LLOS rates between the subcohorts with CSAD (12.7 days, 535/9590) and without CSAD (9.5 days, 3800/169,293) and between the BS-GPS (9.6 days, 4335/178,883) and non-BS-GPS (10.8 days, 11,483/308,988) cohorts. These differences remained significant after controlling for confounders using propensity score-matched comparisons. A multilevel analysis indicated that BS-GPS was negatively associated with both LOS and LLOS after controlling for sociodemographics and the departments of patient discharge and remained negatively associated with LLOS after controlling additionally for the year of patient discharge.
CONCLUSION
Emotional distress significantly prolonged the LOS and increased the LLOS of non-psychiatric inpatients across most departments and general hospitals. These impacts were moderated by the implementation of BS-GPS. Thus, BS-GPS has the potential as an effective, resource-saving strategy for enhancing mental health care and optimizing medical resources in general hospitals.
Humans
;
Retrospective Studies
;
Male
;
Length of Stay/statistics & numerical data*
;
Female
;
Middle Aged
;
Adult
;
Psychological Distress
;
Inpatients/psychology*
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Aged
;
Anxiety/diagnosis*
;
Depression/diagnosis*
5.The mechanism and application prospects of mitochondrial quality control in osteoarthritis
Liang WANG ; Yinshuan DENG ; Tao QU ; Chaoming DA ; Yunfei HE ; Rui LIU ; Weimin NIU ; Weishun YAN ; Zhen CHEN ; Shuo LI ; Zhiyun YANG ; Binbin GUO ; Xueqian LAI
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(2):282-288
Osteoarthritis(OA)is a common joint disease in clinical practice,and cartilage damage is a typical pathological change.The pathogenesis of OA is complex,and various adverse factors can lead to the occurrence of OA.Mitochondria are im-portant organelles within cells and play important roles in cellular physiological and pathological activ-ities.Mitochondrial quality control is an important regulatory mechanism in the body to maintain nor-mal mitochondrial structure and function,mainly including mitochondrial biogenesis,mitochondrial dynamics,mitochondrial autophagy,mitochondrial oxidative stress,and other forms.The imbalance of mitochondrial quality control in chondrocytes is closely related to the occurrence and development of osteoarthritis,and regulating the balance of mi-tochondrial quality control is a potential therapeu-tic point for osteoarthritis.The author reviewed rel-evant research literature in recent years to provide a review of the relationship between mitochondrial quality control and the occurrence and develop-ment of osteoarthritis,in order to provide new ideas and directions for the research and diagnosis and treatment strategies of osteoarthritis.
6.Research progresses on the mechanism of macrophages in tendon bone healing.
Liang WANG ; Yinshuan DENG ; Tao QU ; Chaoming DA ; Yunfei HE ; Rui LIU ; Weimin NIU ; Weishun YAN ; Zhen CHEN ; Shuo LI ; Zhiyun YANG ; Binbin GUO ; Xueqian LAI
Chinese Journal of Cellular and Molecular Immunology 2025;41(2):183-187
The connection between tendons and bones is called the tendon bone connection. With the continuous improvement of national sports awareness, excessive exercises and the related intensity are prone to damage the tendon bone connection. Tendon bone healing is a complex repair and healing process involving multiple factors, and good tendon bone healing is a prerequisite for its physiological function. The complexity of tendon bone structure also poses great challenges to the repair of tendon bone injuries. In recent years, researches have found that stem cells, growth factors, macrophages, and other factors are closely related to the healing process of tendon bone injuries, among which macrophages play an important role in the healing process. The authors reviewed relevant research literature in recent years and summarized the role of macrophages in tendon bone healing, in order to provide new ideas and directions for treatment strategies to promote tendon bone healing.
Humans
;
Macrophages/metabolism*
;
Wound Healing
;
Animals
;
Tendons/physiology*
;
Bone and Bones/injuries*
;
Tendon Injuries
7.The mechanism and application prospects of mitochondrial quality control in osteoarthritis
Liang WANG ; Yinshuan DENG ; Tao QU ; Chaoming DA ; Yunfei HE ; Rui LIU ; Weimin NIU ; Weishun YAN ; Zhen CHEN ; Shuo LI ; Zhiyun YANG ; Binbin GUO ; Xueqian LAI
Chinese Journal of Clinical Pharmacology and Therapeutics 2025;30(2):282-288
Osteoarthritis(OA)is a common joint disease in clinical practice,and cartilage damage is a typical pathological change.The pathogenesis of OA is complex,and various adverse factors can lead to the occurrence of OA.Mitochondria are im-portant organelles within cells and play important roles in cellular physiological and pathological activ-ities.Mitochondrial quality control is an important regulatory mechanism in the body to maintain nor-mal mitochondrial structure and function,mainly including mitochondrial biogenesis,mitochondrial dynamics,mitochondrial autophagy,mitochondrial oxidative stress,and other forms.The imbalance of mitochondrial quality control in chondrocytes is closely related to the occurrence and development of osteoarthritis,and regulating the balance of mi-tochondrial quality control is a potential therapeu-tic point for osteoarthritis.The author reviewed rel-evant research literature in recent years to provide a review of the relationship between mitochondrial quality control and the occurrence and develop-ment of osteoarthritis,in order to provide new ideas and directions for the research and diagnosis and treatment strategies of osteoarthritis.
8.Application of a blended teaching mode based on medical knowledge graph and artificial intelligence teaching assistant in teaching of pathogens and immunology
Hongxia FAN ; Weimin DENG ; Mei LI ; Jingrui YAN
Chinese Journal of Medical Education Research 2025;24(5):644-651
Objective:To investigate the effect of a blended teaching mode based on medical knowledge graph and artificial intelligence (AI) teaching assistant on students' learning effectiveness and systematic thinking ability in teaching of pathogens and immunology.Methods:A controlled experimental design was employed, involving 114 clinical medical students ("5+3" integrated) enrolled in 2023 at Tianjin Medical University. They were divided into experimental group ( n=57) and control group ( n=57) based on their classes. A blended online-offline teaching mode based on medical knowledge graph and AI teaching assistant was used in the experimental group, and a blended online-offline teaching mode based on the online resources of this course was used in control group. Teaching effectiveness was assessed by comparing the scores of four chapter quizzes and the final exam between the two groups, as well as by analyzing student questionnaire responses. Data were analyzed using t test and χ2 test. Results:The experimental group achieved significantly higher scores in all four chapter quizzes and the final exam compared to the control group [(78.77±19.65) vs. (69.47±22.95), (84.56±14.02) vs. (76.49±16.20), (81.89±13.60) vs. (73.13±16.52), (81.56±21.28) vs. (73.16±16.27), (69.75±13.30) vs. (64.10±14.93), all P<0.05]. The questionnaire survey showed that 74.07% students ( n=40) believed that this blended teaching model stimulated their learning interest, 74.07% ( n=40) students believed that this blended teaching model enhanced their learning initiative, 81.48% ( n=44) students believed that this blended teaching model could help them construct the relationship between the old and new knowledge and thus improved memory retention, and 81.48% students b( n=44) elieved that this blended teaching model helped them integrate and summarize knowledge and construct systematic knowledge framework to improve their learning effectiveness. Conclusions:The blended teaching mode based on medical knowledge graph and AI teaching assistant is beneficial for cultivating students' systematic thinking ability and is helpful to improve their learning efficiency and effectiveness.
9.Effect of Jinghou Zengzhi Granules on ovarian GDF9 secretion and granulosa cells apoptosis in controlled ovarian hyperstimulation rats
Zhen YANG ; Shaoru JIANG ; Xiaoyan CHEN ; Xiaolin CHEN ; Weimin DENG ; Xinyu GUO
The Journal of Practical Medicine 2024;40(7):918-923
Objective To explore the effects of Jinghou Zengzhi Granules(JHZZG),on ovarian GDF9 secretion and granulosa cells(GCs)apoptosis in controlled ovarian hyperstimulation(COH)rats through p38MAPK/CK2/IκBα/NF-κB pathway.Methods A model of COH rats was prepared and 18 rats were randomly divided into 3 groups,including natural ovulation group(NO group),COH group,and COH+JHZZG group.The expression of p38MAPK,CK2,IκBα,NF-κB,GDF9 mRNA and protein were detected by qRT-PCR and Western blot,and the apoptosis rate of ovarian GCs by TUNEL.Results Compared with the NO group,the expression of p38MAPK and NF-κB in the ovarian tissue of rats in the COH group increased,while the expression of CK2,IκBα and GDF9 decreased,and the apoptosis rate of ovarian GCs increased(all P<0.01).Compared with the COH group,the expression of p38MAPK and NF-κB in the ovarian tissue of rats in the COH+JHZZG group decreased,while the expression of CK2,IκBα and GDF9 increased(all P<0.01),and the apoptosis rate of ovarian GCs decreased(P<0.05).Conclusion Jinghou Zengzhi Granules could promote the secretion of ovarian GDF9 and inhibit the apoptosis of ovarian GCs of COH rats through p38MAPK/CK2/IκBα/NF-κB signaling pathway,which thereby improve the quality of COH oocytes.
10.Effect of acupuncture on corneal morphology and nuclear factor κB signaling pathway of dry eye rabbits
Ning DING ; Qingbo WEI ; Chengyong LIU ; Weimin DENG ; Qing XU ; Weiping GAO
Recent Advances in Ophthalmology 2024;44(3):173-177
Objective To investigate the effect of acupuncture on the morphology of the dry eye rabbit's cornea and the nuclear factor κB(NF-κB)signaling pathway of the corneal tissue to analyze the mechanism of acupuncture on dry eyes.Methods Twenty-four healthy New Zealand rabbits,without restriction on sex,were randomly divided into four groups,including a blank group,a model group,an acupuncture group,and a sham acupuncture group,with 6 in each group.Rabbits in the blank group were not treated;rabbits in the other three groups were treated with scopolamine hydro-bromide 2.0 mg·kg-1 by subcutaneous injection at 8:00,11:00,14:00 and 18:00 each day for 35 consecutive days un-til the end of the experiment.Rabbits in the sham acupuncture group were treated with sham acupuncture on the 22nd day after successful modeling by quickly pricking acupoints(Jingming BL1,Cuanzhu BL2,Sizhukong SJ23,Taiyang EX-HN5 and Tongziliao GB1)with a blunt acupuncture needle,once a day,for a total of 14 days.Rabbits in the acupuncture group were treated with acupuncture at the same acupoints as the sham acupuncture group after successful modeling.The corneal fluorescence staining was conducted on Days 0,21,28 and 35 after modeling.On Day 35,corneal confocal microscope ex-aminations were conducted.Then,the rabbits were sacrificed,the corneal morphological changes were observed by light microscope and transmission electron microscope,and the expression of corneal NF-κB protein was detected by Western blot.Results Compared with the model group,the score of rabbit corneal fluorescein staining in the acupuncture group and blank group decreased on the 28th and 35th days after modeling,and the differences were statistically significant(all P<0.05).The results of the confocal microscope examination on Day 35 after modeling showed that,compared with other groups,there were a large number of globular immune cells and activated stromal cells with unclear boundaries and irregu-lar sizes in the stromal layer and inflammation in the area with irregular intercellular space in the model group and the sham acupuncture group.In the acupuncture group,the morphology of stromal layer cells improved,the cells were slightly acti-vated,and there were no obvious abnormalities in the corneal nerve morphology.On the 35th day after modeling,the re-sults of the light microscope showed that,the surface of the corneal tissue in the model group and the sham acupuncture group showed hyperkeratinized flat epithelial cells,lymphocyte infiltration,increased number of focal epithelial cell layers,and epithelial cell detachment.In the acupuncture group,there were 4-6 layers of epithelial cells in the corneal epitheli-um,and epithelial shedding decreased.In addition,the lymphocyte infiltration decreased compared with the model group.On the 35th day after modeling,the results of the transmission electron microscope showed that abnormal microvilli oc-curred and epithelial cells were absent in the corneal epithelial cells of rabbits in the model group and the sham acupuncture group,the cell space was widened,the rough endoplasmic reticulum was severely expanded,and desmosomes were dis-banded with mitochondrial swelling.In the acupuncture group,the microvilli structure of epithelial cells was sparse and short,local deletion was still observed,the rough endoplasmic reticulum was slightly expanded,and no obvious swelling of mitochondria was observed.On the 35th day after modeling,the Western blot examination results showed that,compared with the blank group,the expression of p-NF-κB p65 was up-regulated in both the model group and sham acupuncture group(both P<0.05);compared with the model group and sham acupuncture group,the expression of p-NF-κB p65 in the acupuncture group was down-regulated(both P<0.05).Conclusion Acupuncture can inhibit the NF-κB signaling path-way to play an anti-inflammatory role and relieve corneal inflammation and injury of dry eye rabbit models.

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