1.Circulating inflammatory proteins and myocardial hypertrophy:large sample analysis of European populations from GWAS Catalog and FinnGen databases
Yu DING ; Jingwen CHEN ; Xiuyan CHEN ; Huimin SHI ; Yudie YANG ; Meiqi ZHOU ; Shuai CUI
Chinese Journal of Tissue Engineering Research 2026;30(4):1047-1057
BACKGROUND:Myocardial hypertrophy often leads to severe cardiovascular diseases and is difficult to diagnose due to its early stages being hard to detect.Circulating inflammatory proteins have been found to be significantly associated with cardiovascular diseases,yet the specific mechanisms linking them to myocardial hypertrophy remain unclear.OBJECTIVE:To investigate the relationship between circulating proteins and myocardial hypertrophy using multiple Mendelian randomization approaches.METHODS:Utilizing data from 91 circulating inflammatory proteins in the GWAS Catalog database and the latest myocardial hypertrophy data from the R11 FinnGen database,we employed bidirectional two-sample Mendelian randomization,multivariate Mendelian randomization,and Genome-Wide Association Studies co-localization to investigate the causal relationship between circulating inflammatory proteins and myocardial hypertrophy.The accuracy of the results was verified through sensitivity tests including MR-PRESSO,Cochran's Q test,MR-Egger intercept assessment,leave-one-out analysis,and funnel plot analysis.RESULTS AND CONCLUSION:In the results of two-sample Mendelian randomization,the primary method used for evaluation was the Inverse Variance Weighting(IVW)approach.It was found that the level of T-cell surface glycoprotein CD6 isoform(IVW:P=0.046,OR=0.74,95%Cl:0.66-1.00),level of slit chemokine(IVW:P=2.1×10-2,OR=0.74,95%CI:0.556-0.95),level of Delta and Notch-like epidermal growth factor-related receptor(IVW:P=3.7×10-4,OR=0.66,95%CI:0.49-0.87),level of interleukin-2(IVW:P=3.8×103,OR=0.667,95%CI:0.50-0.88),and sulfotransferase 1A1(IVW:P=1.42×102,OR=0.80,95%CI:0.67-0.96)had a unidirectional causal effect on cardiac hypertrophy.(2)Among the findings in multivariate Mendelian randomization,the levels of the CD6 isoform of T-cell surface glycoprotein(IVW:P=1.39×102,OR=0.81,95%CI:0.69-0.96)and the levels of Delta and Notch-like epidermal growth factor-related receptor(IVW:P=3.7×10-2,OR=0.73,95%CI:0.55-0.98)were positive,indicating that the results remained significant after excluding the effects of other circulating inflammatory proteins that had an impact on myocardial hypertrophy.(3)In colocalization,T-cell surface glycoprotein CD6 isoform levels had H3+H4=0.96,with the most significant single nucleotide polymorphism being rs59570070,suggesting an intrinsic link between T-cell surface glycoprotein CD6 isoform levels and myocardial hypertrophy.(4)Sensitivity results showed no abnormalities,indicating no heterogeneity or pleiotropic effects influencing the results.(5)These results verified that T cell surface glycoprotein CD6 isoforms,Slit chemokine,Delta and Notch-like epidermal growth factor-related receptors,interleukin-2,and sulfotransferase 1A1 had a unidirectional causal effect on myocardial hypertrophy.T cell surface glycoprotein CD6 isoforms and Delta and Notch-like epidermal growth factor-related receptors had the deepest impact,suggesting that there may be related pathways between T cell surface glycoprotein CD6 isoforms and myocardial hypertrophy.Mendelian randomization studies require large amounts of clinical data and therefore often use European samples from international databases for analysis.Since this analytical method has significant advantages in causal inference,precision medicine,and cross-population validation,its research results still hold great significance for the medical development in China.As Mendelian randomization research deepens,it also promotes the collection and analysis of clinical data in China to some extent.In the future,we can further analyze key protein mechanisms,combine multiomics and clinical validation,develop an inflammatory marker monitoring system and novel anti-inflammatory therapies,thereby promoting the prevention and control of cardiovascular diseases and the development of personalized medicine.
2.Comparison of sleep EEG power spectral density between depressive episode patients and schizophrenia patients with suicidal behavior
Jingwen LIU ; Yunfei ZHOU ; Jingchu HU ; Jiaoyan ZHOU ; Junwei YANG ; Jie LIANG ; Hong XU ; Yu CANG ; Shimeng MA
Sichuan Mental Health 2026;39(1):50-57
BackgroundPatients with depressive episode and schizophrenia have a high risk of suicide. The sleep electroencephalogram power spectral density characteristics of patients with depressive episode accompanied by suicidal behavior and those with schizophrenia may be different, but there is currently a lack of direct comparative studies on these two groups of patients. ObjectiveTo compare the sleep electroencephalogram power spectral density between depressive episode and schizophrenic patients with suicidal behavior, in order to provide references for exploring predictive indicators of suicidal behavior. MethodsFrom June 2018 to December 2020, 20 patients with depressive episode and 20 patients with schizophrenia who had committed suicide within the past month and were treated at the outpatient department of Shenzhen Kangning Hospital were selected. All of them met the diagnostic criteria for depressive episode or schizophrenia as defined in the International Classification of Diseases, tenth edition (ICD-10). Using a random sampling method, 20 volunteers with matching gender and age to the patient groups were selected from the Cuiping community in Shenzhen as the control group. The subjective sleep of the patients was evaluated using the Insomnia Severity Index (ISI), the Dysfunctional Belief and Attitude about Sleep (DBAS), the Disturbing Dreams and Nightmare Severity Index (DDNSI), and the Epworth Somnolence Scale (ESS). The objective sleep of the patients was assessed using polysomnography. The sleep electroencephalogram was filtered and the power spectral density of the brain wave was analyzed and processed for all the subjects. The subjective and objective sleep conditions of the two patient groups were compared, and the sleep electroencephalogram power spectral density of the patient groups and the control group were also compared. ResultsA comparison of subjective and objective sleep conditions between patients with depressive episode accompanied by suicidal behavior and patients with schizophrenia accompanied by suicidal behavior showed no statistically significant differences (P>0.05). Comparisons of sleep electroencephalogram power spectral density in the W stage (average power of α wave, total power of δ wave, average power of δ wave, average power of θ wave), N1 stage (average power of β wave, total power of α wave, total power of δ wave), N2 stage (total power of α wave, average power of α wave, total power of δ wave, average power of δ wave), N3 stage (average power of α wave, average power of δ wave), and R stage (total power of α wave, average power of α wave, total power of δ wave, average power of δ wave) between patients with depressive episode accompanied by suicidal behavior, patients with schizophrenia accompanied by suicidal behavior, and the control group showed statistically significant differences (P<0.05 or 0.01). The total power of δ wave in the W stage and the average power of β wave and δ wave in the N1 stage were higher in two patient groups were higher than those of the control group. The total power of α wave and the average power of α wave in the N2 stage were lower than those of the control group, while the average power of δ wave was higher than that of the control group. The average power of α wave in the N3 stage of both patient groups were lower than that of the control group, while the average power of δ wave was higher than that of the control group. The total power and average power of α wave in the R stage were lower than those of the control group, while the total power and average power of δ wave were higher than those of the control group. All the differences were statistically significant. Patients with depressive episode accompanied by suicidal behavior had higher average powers of α wave, δ wave, and θ wave in the W stage compared with the control group, while the total power of α wave in the N1 stage was lower in the former group. All these differences were statistically significant (P<0.05). ConclusionThe depressive episode patients accompanied by suicidal behavior have highly overlapping sleep electroencephalogram abnormal patterns with those of schizophrenia patients, mainly manifested as a general decrease in α wave power (N2, N3, R stage) and a general increase in δ wave power (W, N1, N2, N3, R stage) as well as β wave power in N1 stage. At the same time, patients with depressive episode accompanied by suicidal behavior also show specific changes, including an increase in the average power of α and θ waves during the wakefulness period (W stage), and a decrease in the total power of α wave in N1 stage. [Funded by Guangdong Province High-level Clinical Key Specialty (with supporting funds from Shenzhen City) (number, SZGSP013); Shenzhen Key Medical Discipline (number, SZXK041); Shenzhen Clinical Medicine Research Center Project (number, 20210617155253001)]
3.Artificial intelligence-based quality control of hand hygiene for hospital-acquired infection
Xuchen YANG ; Jingwen LI ; Wan ZHANG ; Shasha FENG ; Min ZENG ; Jianan SHI ; Youqiong CHEN ; Tao ZHENG ; Xun YAO
Chinese Journal of Clinical Thoracic and Cardiovascular Surgery 2026;33(02):241-247
Objective To explore an artificial intelligence (AI)-based method for automated hand hygiene monitoring and to compare the effectiveness of three algorithms (UniFormerV2, TDN, C3D) in recognizing hand hygiene steps in surgical settings, thereby aiding hospital infection control. Methods From April to October 2024, we non-invasively collected 641 video recordings of healthcare staff performing hand hygiene at four-bay scrub sinks in two tertiary hospitals using overhead HD cameras. The dataset was annotated by five trained experts for model training and validation. Results Following training on 385 samples, internal validation (n=119) showed the C3D model achieved 81% accuracy, 87% recall, and an 83% F1-score. The TDN model achieved 93%, 91%, and 92% for the same metrics. The UniFormerV2 model outperformed both, with an accuracy, recall, and F1-score of 93%—an improvement of over 10 percentage points compared to traditional CNNs (TDN, C3D). It also achieved an 84% accuracy in external validation, demonstrating strong generalization. Conclusion The UniFormerV2 model is more accurate than CNN-based models for hand hygiene step recognition and shows robust performance in external validation. It presents a viable tool for healthcare facilities to enhance hand hygiene management, ultimately improving medical quality and patient safety.
4.Circulating inflammatory proteins and myocardial hypertrophy:large sample analysis of European populations from GWAS Catalog and FinnGen databases
Yu DING ; Jingwen CHEN ; Xiuyan CHEN ; Huimin SHI ; Yudie YANG ; Meiqi ZHOU ; Shuai CUI
Chinese Journal of Tissue Engineering Research 2026;30(4):1047-1057
BACKGROUND:Myocardial hypertrophy often leads to severe cardiovascular diseases and is difficult to diagnose due to its early stages being hard to detect.Circulating inflammatory proteins have been found to be significantly associated with cardiovascular diseases,yet the specific mechanisms linking them to myocardial hypertrophy remain unclear.OBJECTIVE:To investigate the relationship between circulating proteins and myocardial hypertrophy using multiple Mendelian randomization approaches.METHODS:Utilizing data from 91 circulating inflammatory proteins in the GWAS Catalog database and the latest myocardial hypertrophy data from the R11 FinnGen database,we employed bidirectional two-sample Mendelian randomization,multivariate Mendelian randomization,and Genome-Wide Association Studies co-localization to investigate the causal relationship between circulating inflammatory proteins and myocardial hypertrophy.The accuracy of the results was verified through sensitivity tests including MR-PRESSO,Cochran's Q test,MR-Egger intercept assessment,leave-one-out analysis,and funnel plot analysis.RESULTS AND CONCLUSION:In the results of two-sample Mendelian randomization,the primary method used for evaluation was the Inverse Variance Weighting(IVW)approach.It was found that the level of T-cell surface glycoprotein CD6 isoform(IVW:P=0.046,OR=0.74,95%Cl:0.66-1.00),level of slit chemokine(IVW:P=2.1×10-2,OR=0.74,95%CI:0.556-0.95),level of Delta and Notch-like epidermal growth factor-related receptor(IVW:P=3.7×10-4,OR=0.66,95%CI:0.49-0.87),level of interleukin-2(IVW:P=3.8×103,OR=0.667,95%CI:0.50-0.88),and sulfotransferase 1A1(IVW:P=1.42×102,OR=0.80,95%CI:0.67-0.96)had a unidirectional causal effect on cardiac hypertrophy.(2)Among the findings in multivariate Mendelian randomization,the levels of the CD6 isoform of T-cell surface glycoprotein(IVW:P=1.39×102,OR=0.81,95%CI:0.69-0.96)and the levels of Delta and Notch-like epidermal growth factor-related receptor(IVW:P=3.7×10-2,OR=0.73,95%CI:0.55-0.98)were positive,indicating that the results remained significant after excluding the effects of other circulating inflammatory proteins that had an impact on myocardial hypertrophy.(3)In colocalization,T-cell surface glycoprotein CD6 isoform levels had H3+H4=0.96,with the most significant single nucleotide polymorphism being rs59570070,suggesting an intrinsic link between T-cell surface glycoprotein CD6 isoform levels and myocardial hypertrophy.(4)Sensitivity results showed no abnormalities,indicating no heterogeneity or pleiotropic effects influencing the results.(5)These results verified that T cell surface glycoprotein CD6 isoforms,Slit chemokine,Delta and Notch-like epidermal growth factor-related receptors,interleukin-2,and sulfotransferase 1A1 had a unidirectional causal effect on myocardial hypertrophy.T cell surface glycoprotein CD6 isoforms and Delta and Notch-like epidermal growth factor-related receptors had the deepest impact,suggesting that there may be related pathways between T cell surface glycoprotein CD6 isoforms and myocardial hypertrophy.Mendelian randomization studies require large amounts of clinical data and therefore often use European samples from international databases for analysis.Since this analytical method has significant advantages in causal inference,precision medicine,and cross-population validation,its research results still hold great significance for the medical development in China.As Mendelian randomization research deepens,it also promotes the collection and analysis of clinical data in China to some extent.In the future,we can further analyze key protein mechanisms,combine multiomics and clinical validation,develop an inflammatory marker monitoring system and novel anti-inflammatory therapies,thereby promoting the prevention and control of cardiovascular diseases and the development of personalized medicine.
5.Exploring Effect of Method of Warming Yang and Relieving Depression on Susceptibility to Mental Disorders in a Two-hit Mice via BDNF/TrkB Signaling Pathway
Zihan GONG ; Jingwen YANG ; Ying WANG ; Wenqing LIANG ; Guangxin YUE
Chinese Journal of Experimental Traditional Medical Formulae 2026;32(19):154-163
ObjectiveTo investigate the mechanism underlying the effects of three formulas of the method of warming Yang and relieving depression on anxiety- and depression-like behaviors in the mice subjected to a two-hit paradigm of maternal separation (MS) combined with restraint stress (RS). MethodsNeonatal mice were randomly assigned into the following groups: Blank control, MS alone, model (MS+RS), warming Yang (WY,5.85 g·kg-1), relieving depression (RD,12.03 g·kg-1), warming Yang and relieving depression (WYRD,16.71 g·kg-1), and fluoxetine groups (2.6 mg·kg-1). MS was conducted on postnatal day 5 (PD5). Weaning and preventive drug administration were carried out on PD21, and restraint stress was applied on PD90. Anxiety- and depression-like behaviors were assessed using the open field test (OFT), the elevated zero maze test and tail suspension test (TST). High-performance liquid chromatography with electrochemical detection (HPLC-ECD) was employed to measure the levels of neurotransmitters, including 5-hydroxytryptamine (5-HT) and dopamine (DA), in the hippocampus. Real-time quantitative polymerase chain reaction (Real-time PCR) was used to detect the mRNA expression levels of 5-HT1A receptor (5-HT1AR), serotonin transporter (SERT), monoamine oxidase A (MAOA), glucocorticoid receptor (GR), adrenocorticotropic hormone (ACTH), corticotropin-releasing hormone (CRH), brain-derived neurotrophic factor (BDNF), and tyrosine kinase receptor B (TrkB). Immunohistochemistry (IHC) was applied to assess the protein expression levels of 5-HT1AR, 5-HT2A receptor (5-HT2AR), 5-HT2C receptor (5-HT2CR), GR, and CRH receptor 1 (CRHR1). The protein expression levels of BDNF and TrkB in the hippocampus were measured using the fully automated protein expression analysis system (Simple Wes). ResultsIn the behavioral tests, compared with the blank control group, the model group exhibited significant increases in locomotor distance and central area crossings (P<0.05, P<0.01)in OFT, as well as a significant increase in immobility time in the TST (P<0.05). Compared with the model group, the RD, WYRD, and fluoxetine groups all showed significantly reduced central area crossings (P<0.05, P<0.01). Regarding neurotransmitter levels, compared with the blank control group, the model group had significantly decreased hippocampal epinephrine (E) and dopamine (DA) content (P<0.05, P<0.01). Compared with the MS group, the model group showed significant decreases in hippocampal norepinephrine (NE), E, and 5-HT content (P<0.05, P<0.01). Compared with the model group, the WY group decreased hippocampal NE, DA, and 5-HT content (P<0.01), while the RD, WYRD, and fluoxetine groups exhibited significantly increased hippocampal E content (P<0.01). At the molecular level, compared with the blank control and MS groups, the model group showed significant increases in mRNA levels of 5-HT1AR, SERT, MAOA, ACTH, and CRH (P<0.01), and significant decreases in mRNA levels of tryptophan hydroxylase (TPH), GR, BDNF, and TrkB (P<0.01). Protein expression of 5-HT1AR, 5-HT2AR, and 5-HT2CR was also significantly elevated (P<0.05, P<0.01) in the model group. Compared with the model group, the RD group showed significant decreases in SERT, MAOA, and CRH mRNA (P<0.05, P<0.01), significant increases in TPH, BDNF, and TrkB mRNA (P<0.01), significantly reduced protein expression of 5-HT1AR, 5-HT2AR, and 5-HT2CR (P<0.05), and significantly increased GR protein expression. The WY group showed a significant increase in ACTH mRNA expression (P<0.01). The fluoxetine group exhibited significant decreases in MAOA and CRH mRNA (P<0.05, P<0.01), significant increases in TPH, BDNF, and TrkB mRNA (P<0.01), significantly reduced 5-HT2AR protein expression (P<0.01), and significantly increased GR protein expression(P<0.05). ConclusionThe method of warming Yang and relieving depression can ameliorate anxiety- and depression-like behaviors in two-hit mice. Its mechanism may be associated with the BDNF/TrkB signaling pathway, as well as the HPA axis and serotonergic system.
6.Visual analysis of international research hotspots and trends of nursing ethical decision-making based on Web of Science
Kaili FAN ; Yixi HUANG ; Jingwen ZHANG ; Haixia REN ; Xue LI ; Yuran CHANG ; Huiyun YANG
Chinese Medical Ethics 2026;39(8):1113-1120
ObjectiveTo analyze the research hotpots and development trends of international nursing ethical decision-making in the past 10 years by bibliometric methods. MethodsLiterature related to nursing ethical decision-making published in the Web of Science core collection database from 2014 to 2023 was retrieved. VOSviewer 1.6.18 software was utilized to visually present and analyze data regarding the number of publications, journal sources, countries of origin, author information, research institutions, key terms, co-cited references, and others. ResultsA total of 149 articles were included, involving 85 source journals, of which Nursing Ethics and BMC Medical Ethics were the most prolific. The number of publications on nursing ethical decision-making showed an overall upward trend, with the United States leading other countries in the number of publications. These publications involved 567 authors from 302 research institutions, and the degree of inter-institutional collaboration was relatively low. Keyword clustering, timeline overlay, and density analysis revealed that current research hotspots and trends included the ethical issues and decision-making in clinical nursing practice, the ethical decision-making level and competence of university nursing undergraduates, the ethical decision-making of nursing managers, and ethical decision-making dilemmas encountered by nursing staff during public health emergencies. ConclusionResearch on nursing ethical decision-making is gradually deepening but remains fragmented, lacking sustainability and collaboration. The ethical decision-making levels and competencies of university nursing students, as well as the field of ethical decision-making among nursing managers, may emerge as novel research hotspots in the future. Henceforth, it is necessary to strengthen in-depth exchanges among authors and institutions, pay close attention to international research frontiers, and enhance both the depth and breadth of research.
7.Evaluation of non-human primate anatomical operation risk assessment and control measures in high-level biosafety laboratories
Xiaoqi ZHENG ; Senren XUE ; Xianyu ZHANG ; Jiaxin YANG ; Yuyu CHEN ; Xiaobo LI ; Jingwen LIN ; Yabin ZHANG ; Jianbao HAN
Chinese Journal of Comparative Medicine 2025;35(10):69-78
Non-human primate animal models are core tools for the study of highly pathogenic microorganisms and are irreplaceable in the fields of pathology and drug discovery.However,anatomical sampling of non-human primate infection models in high-level biosafety laboratories carries potential risk and related risk assessment and control measures require clarification.Based on biosafety regulations and practical experience,we systematically discuss the risk control strategies of anatomical operations with respect to personal protection,instrument selection,anatomical specifications,documentation,and personnel training.Our review will help to improve the management of high-level biosafety laboratories,reduce the risk of pathogen escape and human infection,and provide support for the safe research of highly pathogenic microorganisms.
8.Research progress in animal models of influenza virus/Streptococcus pneumoniae co-infection
Jianshu YANG ; Xuefeng WANG ; Xiuying ZHANG ; Jingwen MU ; Wentao XU
Chinese Journal of Comparative Medicine 2025;35(3):170-178
Bacterial reinfection in the lungs of patients with influenza virus(IV)is a key factor leading to serious illness and death.The adverse consequences caused by co-infection with IV and Streptococcus pneumoniae(SPN)impose a serious burden on patients.However,the specific pathogenesis is complex,how to make better use of the mouse animal model of IV/SPN co-infection for subsequent basic research is of great significance.This article reviews the selection of animals,the selection of pathogen types,the selection of different modeling times,the identification of the co-infection model,and its applications in the IV/SPN co-infection model,so as to provide a reference for the selection of animal models of IV/SPN co-infection in the future.
9.National clinical three-tiered surveillance and stratified precision detection report on respiratory infectious pathogens in 2024
Jingwen AI ; Jikui DENG ; Min DONG ; Xiaohong GAO ; Jiawei GENG ; Xiaoli HU ; Zhu JIN ; Hongyan LIU ; Yongzhong LI ; Xi LIU ; Yuanwang QIU ; Lihong QU ; Binhuang SUN ; Wei SONG ; Hongyu WANG ; Junping WANG ; Sen WANG ; Xiaoming XIONG ; Daokun YANG ; Liaoyun ZHANG ; Yanliang ZHANG ; Xianghong ZHOU ; Wenhong ZHANG
Chinese Journal of Infectious Diseases 2025;43(2):79-89
Objective:To analyze the epidemiological and clinical characteristics of respiratory pathogens in China.Methods:This study was a cross-sectional study, which encompassed 19 core units of the clinical pathogen network and established a three-tiered clinical pathogen surveillance system. Thirty respiratory samples were collected every two weeks from various units from January to December 2024, and the clinical and pathogen diagnostic information were gathered. A total of 11 864 samples were tested using this system. The tier-1 clinical pathogen surveillance system covered influenza A virus (Flu-A), influenza B virus (Flu-B), respiratory syncytial virus (RSV), and severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2). The tier-2 clinical pathogen surveillance system focused on 18 key respiratory pathogens. The tier-3 clinical pathogen surveillance system further clarified whether any emerging infectious diseases had occurred.Results:The tier-1 clinical pathogen surveillance system showed Flu-A predominated in December, Flu-B predominated in January, SARS-CoV-2 peaked in March and August, whereas RSV circulated sporadically throughout the year. Geographic trends were broadly consistent across the seven major regions, although Flu-A detection in December was notably higher in Northeast China (48.1%(111/231)) and East China (36.2%(148/409)), and RSV detection was concentrated in the Northwest and South China from January to March. Data from the tier-2 clinical pathogen surveillance system indicated that Streptococcus pneumoniae, Mycoplasma pneumoniae, rhinovirus, and adenovirus were detected year-round, of these, Streptococcus pneumoniae and rhinovirus showed elevated positive detection rates from August to September, while adenovirus peaked in January. Legionella pneumophila was not detected throughout the year, and other pathogens fluctuated throughout the year without a consistent pattern. The predominant etiologic agents of pediatric pneumonia were Mycoplasma pneumoniae (35.0%(105/300)), rhinovirus (25.7%(77/300)), and adenovirus (17.3%(52/300)), whereas adult pneumonia was mainly caused by Streptococcus pneumoniae (10.5%(29/277)), Staphylococcus aureus (6.9%(19/277)), Mycoplasma pneumoniae (6.9%(19/277)), and Flu-A (6.1%(17/277)). The tier-3 clinical pathogen surveillance system did not identify any emerging respiratory pathogens. Conclusion:Respiratory pathogens in China in 2024 exhibit distinct temporal and spatial distribution patterns and vary among different populations.
10.A Study on the application of evidence-based clinical guidelines combined with "rain classroom" smart teaching in standardized residency training in endocrinology department
Yi ZHOU ; Xiaohui YANG ; Tianchi HU ; Huarong ZENG ; Jingwen YU
Chinese Journal of Medical Education Research 2025;24(3):366-373
Objective:To investigate the role of evidence-based clinical guidelines combined with "rain classroom" smart teaching in standardized residency training in endocrinology department.Methods:The 100 trainees who underwent standardized residency training in the Department of Endocrinology at Xiamen Hospital from September 2022 to September 2023 were selected as the research subjects. They were divided into groups based on the parity of their admission batches, with even-numbered batches assigned to the control group and odd-numbered batches to the experimental group, with 50 trainees in each group. The control group received traditional teaching, while the experimental group was taught using evidence-based clinical guidelines combined with "rain classroom" smart teaching. Statistical comparisons were made between the two groups in terms of exit examination scores, teaching effectiveness, teaching satisfaction, and evaluation of trainees by teachers. SPSS 22.0 was used for t test and Chi-square test. Results:The experimental group demonstrated significantly higher scores in theoretical knowledge [(25.62±3.12) vs. (22.71±3.27)], case analysis [(25.18±3.24) vs. (22.24±3.35)], clinical operation [(25.01±3.19) vs. (22.12±3.29)], and daily performance [(8.12±1.01) vs. (7.21±1.13)] compared to the control group in exit examination ( P<0.001). Additionally, the experimental group showed superior performance in self-learning [(8.57±1.12) vs. (7.64±1.24)], clinical thinking [(8.61±1.16) vs. (7.78±1.28)], evidence-based thinking [(8.52±1.13) vs. (7.69±1.26)], clinical skills [(8.49±1.17) vs. (7.61±1.23)], communication skills [(8.53±1.18) vs. (7.67±1.29)], and literature review [(8.59±1.15) vs. (7.71±1.27)], with statistically significant differences ( P<0.05). Teaching satisfaction in the experimental group (96.00%) was significantly higher than that in the control group (82.00%) ( P=0.025). The pass rates rated by teachers were higher in the experimental group in medical history collection (94.00% vs. 80.00%), physical examination (96.00% vs. 82.00%), clinical thinking (92.00% vs. 76.00%), communication skills (94.00% vs. 80.00%), literature review (96.00% vs. 84.00%), specialized skills (94.00% vs. 78.00%), and diagnosis and treatment plan formulation (92.00% vs. 74.00%), with statistically significant differences ( P<0.05). Conclusions:The implementation of evidence-based clinical guidelines combined with "rain classroom" smart teaching in the standardized residency training in endocrinology department can significantly improve the exit examination scores and teaching satisfaction of trainees, teaching effectiveness, and evaluation of trainees by teachers. This teaching method has a positive role in improving the clinical comprehensive ability of trainees such as evidence-based medical thinking and standardized clinical diagnosis and treatment.

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