1.Combination of CT/MRI LI-RADS With Second-Line Contrast-Enhanced Ultrasound Using Sulfur Hexafluoride or Perfluorobutane for Diagnosing Hepatocellular Carcinoma in High-Risk Patients
Yu LI ; Sheng LI ; Qing LI ; Kai LI ; Jing HAN ; Siyue MAO ; Xiaohong XU ; Zhongzhen SU ; Yanling ZUO ; Shousong XIE ; Hong WEN ; Xuebin ZOU ; Jingxian SHEN ; Lingling LI ; Jianhua ZHOU
Korean Journal of Radiology 2025;26(4):346-359
Objective:
The CT/MRI Liver Imaging Reporting and Data System (LI-RADS) demonstrates high specificity with relatively limited sensitivity for diagnosing hepatocellular carcinoma (HCC) in high-risk patients. This study aimed to explore the possibility of improving sensitivity by combining CT/MRI LI-RADS v2018 with second-line contrast-enhanced ultrasound (CEUS) LI-RADS v2017 using sulfur hexafluoride (SHF) or perfluorobutane (PFB).
Materials and Methods:
This retrospective analysis of prospectively collected multicenter data included high-risk patients with treatment-naive hepatic observations. The reference standard was pathological confirmation or a composite reference standard (only for benign lesions). Each participant underwent concurrent CT/MRI, SHF-enhanced US, and PFB-enhanced US examinations. The diagnostic performances for HCC of CT/MRI LI-RADS alone and three combination strategies (combining CT/ MRI LI-RADS with either LI-RADS SHF, LI-RADS PFB, or a modified algorithm incorporating the Kupffer-phase findings for PFB [modified PFB]) were evaluated. For the three combination strategies, apart from the CT/MRI LR-5 criteria, HCC was diagnosed if CT/MRI LR-3 or LR-4 observations met the LR-5 criteria using LI-RADS SHF, LI-RADS PFB, or modified PFB.
Results:
In total, 281 participants (237 males; mean age, 55 ± 11 years) with 306 observations (227 HCCs, 40 non-HCC malignancies, and 39 benign lesions) were included. Using LI-RADS SHF, LI-RADS PFB, and modified PFB, 20, 23, and 31 CT/MRI LR-3/4 observations, respectively, were reclassified as LR-5, and all were pathologically confirmed as HCCs. Compared to CT/MRI LI-RADS alone (74%, 95% confidence interval [CI]: 68%–79%), the three combination strategies combining CT/MRI LI-RADS with either LI-RADS SHF, LI-RADS PFB, or modified PFB increased sensitivity (83% [95% CI: 77%–87%], 84% [95% CI: 79%–89%], 88% [95% CI: 83%–92%], respectively; all P < 0.001), while maintaining the specificity at 92% (95% CI: 84%–97%).
Conclusion
The combination of CT/MRI LI-RADS with second-line CEUS using SHF or PFB improved the sensitivity of HCC diagnosis without compromising specificity.
2.Combination of CT/MRI LI-RADS With Second-Line Contrast-Enhanced Ultrasound Using Sulfur Hexafluoride or Perfluorobutane for Diagnosing Hepatocellular Carcinoma in High-Risk Patients
Yu LI ; Sheng LI ; Qing LI ; Kai LI ; Jing HAN ; Siyue MAO ; Xiaohong XU ; Zhongzhen SU ; Yanling ZUO ; Shousong XIE ; Hong WEN ; Xuebin ZOU ; Jingxian SHEN ; Lingling LI ; Jianhua ZHOU
Korean Journal of Radiology 2025;26(4):346-359
Objective:
The CT/MRI Liver Imaging Reporting and Data System (LI-RADS) demonstrates high specificity with relatively limited sensitivity for diagnosing hepatocellular carcinoma (HCC) in high-risk patients. This study aimed to explore the possibility of improving sensitivity by combining CT/MRI LI-RADS v2018 with second-line contrast-enhanced ultrasound (CEUS) LI-RADS v2017 using sulfur hexafluoride (SHF) or perfluorobutane (PFB).
Materials and Methods:
This retrospective analysis of prospectively collected multicenter data included high-risk patients with treatment-naive hepatic observations. The reference standard was pathological confirmation or a composite reference standard (only for benign lesions). Each participant underwent concurrent CT/MRI, SHF-enhanced US, and PFB-enhanced US examinations. The diagnostic performances for HCC of CT/MRI LI-RADS alone and three combination strategies (combining CT/ MRI LI-RADS with either LI-RADS SHF, LI-RADS PFB, or a modified algorithm incorporating the Kupffer-phase findings for PFB [modified PFB]) were evaluated. For the three combination strategies, apart from the CT/MRI LR-5 criteria, HCC was diagnosed if CT/MRI LR-3 or LR-4 observations met the LR-5 criteria using LI-RADS SHF, LI-RADS PFB, or modified PFB.
Results:
In total, 281 participants (237 males; mean age, 55 ± 11 years) with 306 observations (227 HCCs, 40 non-HCC malignancies, and 39 benign lesions) were included. Using LI-RADS SHF, LI-RADS PFB, and modified PFB, 20, 23, and 31 CT/MRI LR-3/4 observations, respectively, were reclassified as LR-5, and all were pathologically confirmed as HCCs. Compared to CT/MRI LI-RADS alone (74%, 95% confidence interval [CI]: 68%–79%), the three combination strategies combining CT/MRI LI-RADS with either LI-RADS SHF, LI-RADS PFB, or modified PFB increased sensitivity (83% [95% CI: 77%–87%], 84% [95% CI: 79%–89%], 88% [95% CI: 83%–92%], respectively; all P < 0.001), while maintaining the specificity at 92% (95% CI: 84%–97%).
Conclusion
The combination of CT/MRI LI-RADS with second-line CEUS using SHF or PFB improved the sensitivity of HCC diagnosis without compromising specificity.
3.Combination of CT/MRI LI-RADS With Second-Line Contrast-Enhanced Ultrasound Using Sulfur Hexafluoride or Perfluorobutane for Diagnosing Hepatocellular Carcinoma in High-Risk Patients
Yu LI ; Sheng LI ; Qing LI ; Kai LI ; Jing HAN ; Siyue MAO ; Xiaohong XU ; Zhongzhen SU ; Yanling ZUO ; Shousong XIE ; Hong WEN ; Xuebin ZOU ; Jingxian SHEN ; Lingling LI ; Jianhua ZHOU
Korean Journal of Radiology 2025;26(4):346-359
Objective:
The CT/MRI Liver Imaging Reporting and Data System (LI-RADS) demonstrates high specificity with relatively limited sensitivity for diagnosing hepatocellular carcinoma (HCC) in high-risk patients. This study aimed to explore the possibility of improving sensitivity by combining CT/MRI LI-RADS v2018 with second-line contrast-enhanced ultrasound (CEUS) LI-RADS v2017 using sulfur hexafluoride (SHF) or perfluorobutane (PFB).
Materials and Methods:
This retrospective analysis of prospectively collected multicenter data included high-risk patients with treatment-naive hepatic observations. The reference standard was pathological confirmation or a composite reference standard (only for benign lesions). Each participant underwent concurrent CT/MRI, SHF-enhanced US, and PFB-enhanced US examinations. The diagnostic performances for HCC of CT/MRI LI-RADS alone and three combination strategies (combining CT/ MRI LI-RADS with either LI-RADS SHF, LI-RADS PFB, or a modified algorithm incorporating the Kupffer-phase findings for PFB [modified PFB]) were evaluated. For the three combination strategies, apart from the CT/MRI LR-5 criteria, HCC was diagnosed if CT/MRI LR-3 or LR-4 observations met the LR-5 criteria using LI-RADS SHF, LI-RADS PFB, or modified PFB.
Results:
In total, 281 participants (237 males; mean age, 55 ± 11 years) with 306 observations (227 HCCs, 40 non-HCC malignancies, and 39 benign lesions) were included. Using LI-RADS SHF, LI-RADS PFB, and modified PFB, 20, 23, and 31 CT/MRI LR-3/4 observations, respectively, were reclassified as LR-5, and all were pathologically confirmed as HCCs. Compared to CT/MRI LI-RADS alone (74%, 95% confidence interval [CI]: 68%–79%), the three combination strategies combining CT/MRI LI-RADS with either LI-RADS SHF, LI-RADS PFB, or modified PFB increased sensitivity (83% [95% CI: 77%–87%], 84% [95% CI: 79%–89%], 88% [95% CI: 83%–92%], respectively; all P < 0.001), while maintaining the specificity at 92% (95% CI: 84%–97%).
Conclusion
The combination of CT/MRI LI-RADS with second-line CEUS using SHF or PFB improved the sensitivity of HCC diagnosis without compromising specificity.
4.Combination of CT/MRI LI-RADS With Second-Line Contrast-Enhanced Ultrasound Using Sulfur Hexafluoride or Perfluorobutane for Diagnosing Hepatocellular Carcinoma in High-Risk Patients
Yu LI ; Sheng LI ; Qing LI ; Kai LI ; Jing HAN ; Siyue MAO ; Xiaohong XU ; Zhongzhen SU ; Yanling ZUO ; Shousong XIE ; Hong WEN ; Xuebin ZOU ; Jingxian SHEN ; Lingling LI ; Jianhua ZHOU
Korean Journal of Radiology 2025;26(4):346-359
Objective:
The CT/MRI Liver Imaging Reporting and Data System (LI-RADS) demonstrates high specificity with relatively limited sensitivity for diagnosing hepatocellular carcinoma (HCC) in high-risk patients. This study aimed to explore the possibility of improving sensitivity by combining CT/MRI LI-RADS v2018 with second-line contrast-enhanced ultrasound (CEUS) LI-RADS v2017 using sulfur hexafluoride (SHF) or perfluorobutane (PFB).
Materials and Methods:
This retrospective analysis of prospectively collected multicenter data included high-risk patients with treatment-naive hepatic observations. The reference standard was pathological confirmation or a composite reference standard (only for benign lesions). Each participant underwent concurrent CT/MRI, SHF-enhanced US, and PFB-enhanced US examinations. The diagnostic performances for HCC of CT/MRI LI-RADS alone and three combination strategies (combining CT/ MRI LI-RADS with either LI-RADS SHF, LI-RADS PFB, or a modified algorithm incorporating the Kupffer-phase findings for PFB [modified PFB]) were evaluated. For the three combination strategies, apart from the CT/MRI LR-5 criteria, HCC was diagnosed if CT/MRI LR-3 or LR-4 observations met the LR-5 criteria using LI-RADS SHF, LI-RADS PFB, or modified PFB.
Results:
In total, 281 participants (237 males; mean age, 55 ± 11 years) with 306 observations (227 HCCs, 40 non-HCC malignancies, and 39 benign lesions) were included. Using LI-RADS SHF, LI-RADS PFB, and modified PFB, 20, 23, and 31 CT/MRI LR-3/4 observations, respectively, were reclassified as LR-5, and all were pathologically confirmed as HCCs. Compared to CT/MRI LI-RADS alone (74%, 95% confidence interval [CI]: 68%–79%), the three combination strategies combining CT/MRI LI-RADS with either LI-RADS SHF, LI-RADS PFB, or modified PFB increased sensitivity (83% [95% CI: 77%–87%], 84% [95% CI: 79%–89%], 88% [95% CI: 83%–92%], respectively; all P < 0.001), while maintaining the specificity at 92% (95% CI: 84%–97%).
Conclusion
The combination of CT/MRI LI-RADS with second-line CEUS using SHF or PFB improved the sensitivity of HCC diagnosis without compromising specificity.
5.Combination of CT/MRI LI-RADS With Second-Line Contrast-Enhanced Ultrasound Using Sulfur Hexafluoride or Perfluorobutane for Diagnosing Hepatocellular Carcinoma in High-Risk Patients
Yu LI ; Sheng LI ; Qing LI ; Kai LI ; Jing HAN ; Siyue MAO ; Xiaohong XU ; Zhongzhen SU ; Yanling ZUO ; Shousong XIE ; Hong WEN ; Xuebin ZOU ; Jingxian SHEN ; Lingling LI ; Jianhua ZHOU
Korean Journal of Radiology 2025;26(4):346-359
Objective:
The CT/MRI Liver Imaging Reporting and Data System (LI-RADS) demonstrates high specificity with relatively limited sensitivity for diagnosing hepatocellular carcinoma (HCC) in high-risk patients. This study aimed to explore the possibility of improving sensitivity by combining CT/MRI LI-RADS v2018 with second-line contrast-enhanced ultrasound (CEUS) LI-RADS v2017 using sulfur hexafluoride (SHF) or perfluorobutane (PFB).
Materials and Methods:
This retrospective analysis of prospectively collected multicenter data included high-risk patients with treatment-naive hepatic observations. The reference standard was pathological confirmation or a composite reference standard (only for benign lesions). Each participant underwent concurrent CT/MRI, SHF-enhanced US, and PFB-enhanced US examinations. The diagnostic performances for HCC of CT/MRI LI-RADS alone and three combination strategies (combining CT/ MRI LI-RADS with either LI-RADS SHF, LI-RADS PFB, or a modified algorithm incorporating the Kupffer-phase findings for PFB [modified PFB]) were evaluated. For the three combination strategies, apart from the CT/MRI LR-5 criteria, HCC was diagnosed if CT/MRI LR-3 or LR-4 observations met the LR-5 criteria using LI-RADS SHF, LI-RADS PFB, or modified PFB.
Results:
In total, 281 participants (237 males; mean age, 55 ± 11 years) with 306 observations (227 HCCs, 40 non-HCC malignancies, and 39 benign lesions) were included. Using LI-RADS SHF, LI-RADS PFB, and modified PFB, 20, 23, and 31 CT/MRI LR-3/4 observations, respectively, were reclassified as LR-5, and all were pathologically confirmed as HCCs. Compared to CT/MRI LI-RADS alone (74%, 95% confidence interval [CI]: 68%–79%), the three combination strategies combining CT/MRI LI-RADS with either LI-RADS SHF, LI-RADS PFB, or modified PFB increased sensitivity (83% [95% CI: 77%–87%], 84% [95% CI: 79%–89%], 88% [95% CI: 83%–92%], respectively; all P < 0.001), while maintaining the specificity at 92% (95% CI: 84%–97%).
Conclusion
The combination of CT/MRI LI-RADS with second-line CEUS using SHF or PFB improved the sensitivity of HCC diagnosis without compromising specificity.
6.New insights into translational research in Alzheimer's disease guided by artificial intelligence, computational and systems biology.
Shulan JIANG ; Zixi TIAN ; Yuchen YANG ; Xiang LI ; Feiyan ZHOU ; Jianhua CHENG ; Jihui LYU ; Tingting GAO ; Ping ZHANG ; Hongbin HAN ; Zhiqian TONG
Acta Pharmaceutica Sinica B 2025;15(10):5099-5126
Alzheimer's disease (AD) is characterized by cognitive and functional deterioration, with pathological features such as amyloid-beta (Aβ) aggregates in the extracellular spaces of parenchymal neurons and intracellular neurofibrillary tangles formed by the hyperphosphorylation of tau protein. Despite a thorough investigation, current treatments targeting the reduction of Aβ production, promotion of its clearance, and inhibition of tau protein phosphorylation and aggregation have not met clinical expectations, posing a substantial obstacle in the development of drugs for AD. Recently, artificial intelligence (AI), computational biology (CB), and systems biology (SB) have emerged as promising methodologies in AD research. Their capacity to analyze extensive and varied datasets facilitates the identification of intricate patterns, thereby enriching our comprehension of AD pathology. This paper provides a comprehensive examination of the utilization of AI, CB, and SB in the diagnosis of AD, including the use of imaging omics for early detection, drug discovery methods such as lecanemab, and complementary therapies like phototherapy. This review offers novel perspectives and potential avenues for further research in the realm of translational AD studies.
7.Shuangshen Ningxin Capsules Regulates Mitochondrial Fission and Fusion to Alleviate Myocardial Ischemia-reperfusion Injury in Rats
Gaojie XIN ; Yuanyuan CHEN ; Zixin LIU ; Yue YOU ; Ce CAO ; Aoao WANG ; Hongxu MENG ; Xiao HAN ; Jianxun LIU ; Lei LI ; Jianhua FU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(7):87-94
ObjectiveTo explore whether the mechanism of Shuangshen Ningxin capsules (SSNX) in alleviating myocardial ischemia-reperfusion injury (MIRI) in rats is related to the regulation of mitochondrial fission and fusion. MethodThis study focused on Sprague Dawley (SD) rats and ligated the left anterior descending branch of the coronary artery to construct a rat model of MIRI. The rats were divided into the sham operation group, model group, SSNX group (90 mg·kg-1) and trimetazidine group (5.4 mg·kg-1). The activity of superoxide dismutase (SOD) and the content of malondialdehyde (MDA) were detected by micro method. Changes in mitochondrial membrane potential (△Ψm) and the degree of mitochondrial permeability transition pore (mPTP) opening were detected by the chemical fluorescence method. The intracellular adenosine triphosphate (ATP) level was detected by the luciferase assay. The messenger ribonucleic acid (mRNA) and protein expression levels of mitochondrial fission and fusion related factors dynamin-related protein 1 (DRP1), mitochondrial fission 1 protein (FIS1), optic atrophy protein 1 (OPA1), mitochondrial outer membrane fusion protein 1 (MFN1), and MFN2 were detected by real-time polymerase chain reaction (real-time PCR) and Western blot. ResultCompared with the sham operation group, the model group showed a decrease in serum SOD activity and an increase in MDA content. The opening level of mPTP, the level of △Ψm and ATP content decreased, the protein expressions of mitochondrial fission factors DRP1 and FIS1 increased, and the protein expressions and mRNA transcription levels of fusion related factors OPA1 and MFN1 decreased. Compared with the model group,SSNX significantly increased serum SOD activity, reduced MDA content, increased intracellular ATP level and △Ψm, reduced the opening level of mPTP, downregulated the protein expressions of mitochondrial fission factors DRP1 and FIS1, and increased the mRNA transcription levels and protein expressions of fusion related factors OPA1 and MFN1. ConclusionSSNX inhibits the expressions of mitochondrial fission factors DRP1 and FIS1, and increases the expressions of fusion related factors OPA1 and MFN1, inhibiting mitochondrial fission and increasing mitochondrial fusion, thereby alleviating MIRI.
8.Mechanism of Prevention and Treatment of Myocardial Ischemia-reperfusion Injury by Qi-replenishing and Blood-activating Chinese Medicines Based on Theory of Qi and Blood Interacting in Vessels
Han PENG ; Gaojie XIN ; Ce CAO ; Fan GUO ; Lingmei LI ; Jianhua FU
Chinese Journal of Experimental Traditional Medical Formulae 2024;30(23):27-34
Myocardial ischemia-reperfusion injury (MIRI) is a common injury in the treatment of ischemic heart diseases. MIRI can be categorized as chest impediment and palpitation in traditional Chinese medicine, with the pathogenesis related to Qi and blood disharmony. The simultaneous disorders of Qi and blood are the key mechanism of MIRI, and thus the differentiation of Qi and blood syndromes is the prerequisite for the treatment. The theory of Qi and blood interacting in vessels is proposed by our team based on Qi being the commander of blood and blood being the mother of Qi as well as previous pharmacological studies. Specifically, Qi marshals blood by vessels, and the blood carries Qi by vessels. Accordingly, Qi and blood interact in the vessels. MIRI is accompanied by mitochondrial dysfunction, platelet function abnormality, and vascular endothelial damage, which are correlated with Qi deficiency, blood stasis, and vessel damage, respectively. Mitochondrial, platelet, and vascular endothelial structural and functional changes triggered by their interactions are one of the mechanisms by which Qi deficiency, blood stasis, and vessel damage lead to the occurrence and development of MIRI. By exploring the correlations between Qi and mitochondria, between blood and platelets, and between vessels and blood vessels, we can explain the modern scientific content of the theory of Qi and blood interacting in vessels in traditional Chinese medicine. According to the pathogenesis of Qi and blood disharmony in vessels, we discussed the pharmacological mechanisms of Qi-replenishing medicines, blood-activating medicines, and their combinations in the prevention and treatment of MIRI. On the basis of the research achievements in the prevention and treatment of MIRI by Qi-replenishing and blood-activating Chinese medicines based on the theory of Qi and blood interacting in vessels, we analyzed the effects of these medicines on Qi, blood, and vessels. According to the theory of Qi and blood, this article reveals the theoretical basis and scientific connotations of the prevention and treatment of cardiovascular diseases, with the aim of providing new ideas and references for the clinical application of traditional Chinese medicine in the prevention and treatment of cardiovascular diseases.
9.Subcutaneous endplate bone graft reduction combined with percutaneous pedicle screw fixation for A3+B2 thoracolumbar burst fractures
Houjie SUN ; Jianhua HAN ; Xiaojun CAI ; Daijun LI ; Rui FAN
Chinese Journal of Tissue Engineering Research 2024;33(33):5357-5363
BACKGROUND:Bone grafting is one of the important steps in the treatment of thoracolumbar burst fractures.Because the fracture involves the spinal canal or is accompanied by spinal cord nerve damage,severe fracture bleeding and other factors,minimally invasive bone grafting for thoracolumbar burst fractures is restricted.At present,the minimally invasive treatment of thoracolumbar burst fractures is limited to percutaneous screw fixation under the tunnel.Minimally invasive percutaneous bone grafting of injured vertebrae is rarely reported,and percutaneous precise bone grafting under the endplate has not yet been reported. OBJECTIVE:To investigate the clinical effect of subcutaneous endplate bone graft support reduction combined with percutaneous pedicle screw short-segment fixation in the treatment of A3+B2 thoracolumbar burst fractures. METHODS:From June 2017 to December 2021,90 patients with A3+B2 type asymptomatic thoracolumbar burst fracture were randomly divided into 3 groups according to admission time.In group A,33 patients received the bone graft funnel accurately placed through the pedicle channel by percutaneous puncture under C-arm fluoroscopy,bone graft support reduction under the fracture endplate,percutaneous pedicle screw fixation.In group B,30 patients received multifissure intermuscular approach through pedicle bone graft support reduction combined with pedicle screw fixation.In group C,27 patients received percutaneous pedicle screw short-segment fixation under postural reduction.All patients were followed up for at least 18 months after surgery.The clinical data of the three groups,including preoperative,postoperative and last follow-up Cobb angle,anterior edge height ratio and visual analog scale pain score,were compared and analyzed. RESULTS AND CONCLUSION:(1)There were no significant differences in age,sex,injury segment and causative factors among the three groups(P>0.05).(2)All patients at follow-up had no neurological impairment,no obvious lumbar posterior deformity or intractable low back pain.(3)The operation time of group C was less than that of group A and group B(P<0.05).Intraoperative blood loss was less in group A and group C than in group B(P<0.05).(4)There were no significant differences in the anterior edge height ratio and Cobb angle among the three groups(P>0.05).Postoperative data in groups A and B were better than that in group C.At last follow-up,group A and group B outperformed group C(P<0.05).The height and Cobb angle of the vertebral body lost in the three groups were smaller in groups A and B than those in group C(P<0.05).(5)Visual analog scale pain score was better in groups A and C than that in group B after surgery(P<0.05).There was no significant difference in visual analog scale pain score among the three groups at last follow-up(P>0.05).(6)In group C,there was one case of loose internal fixation and displacement in 1 month after surgery,and the vertebral height was lost again with back pain,and after strict bed rest for 6 weeks,the vertebral height loss was not aggravated,the pain was relieved,and the internal fixation was removed after 1 year,and the height loss at the last follow-up was not aggravated.There were no cases of failure of internal fixation in groups A and B.(7)It is indicated that subcutaneous endplate bone graft support reduction combined with percutaneous pedicle screw short-segment fixation in the treatment of A3+B2 thoracolumbar burst fracture has the advantages of less trauma,less bleeding and light postoperative pain symptoms,and the effect of injury vertebral reduction and height maintenance is the same as the reduction through pedicle bone grafting support and short segment fixation with pedicle screws through the multifidus space approach.
10.Study on the cognition, learning habit and learning effect of Clinical Epidemiology among different types of postgraduates
Shimin CHEN ; Miao LIU ; Yang SONG ; Shengshu WANG ; Jianhua WANG ; Wangping JIA ; Ke HAN ; Shaohua LIU ; Xuehang LI ; Yao HE
Chinese Journal of Medical Education Research 2024;23(3):364-370
Objective:To investigate the cognition and learning habits of different types of postgraduates and evaluate learning effect and its potential risk factors on clinical epidemiology in a medical college, so as to provide relevant data for improving the teaching method and learning effect of clinical research methods for postgraduates.Methods:A cross-sectional study design was conducted to enroll all the postgraduates of Grade 2020 in a military medical school. A self-filled questionnaire was adopted to collect data. The discrepancy of cognition and learning habits between different types of postgraduates was evaluated by univariate analysis. Discussion was conducted to clarify the potential risk factors of learning effect. t tests or Mann-Whitney U tests were conducted to test the differences between groups for continuous variables. Chi-squared tests or McNemar tests were applied to evaluate the difference between groups for categorical variables. Results:A total of 652 postgraduate students were enrolled for analysis, including 409 master students (62.7) and 243 doctoral students (37.3). The proportion of doctoral students who have heard of clinical epidemiology ( χ2=19.99, P<0.001), who have learned clinical epidemiology ( χ2=9.20, P=0.002), who are interested in ( χ2=11.41, P=0.001) and think the course is important ( χ2=10.71, P=0.001), who previewed before class( χ2=11.21, P=0.001), reviewed after class ( χ2=3.29, P=0.001) and actively discuss in class ( χ2=11.64, P=0.001) is significantly higher than that of master students, the difference was statistically significance. The average score of all the postgraduates was (5.50±1.62) points before teaching and (7.47±1.90) points after teaching, the difference was statistically significant ( t=-23.49, P<0.001). After teaching, the grades of full-time students improved more than that of part-time graduate students, there was statistical significance in the master group ( t=4.41, P<0.001), while not in the doctor group ( t=0.94, P=0.351). Conclusions:The mastery of key points on clinical epidemiology have significantly improved after teaching among the postgraduates of different types. Different teaching methods and processes should be adopted to the variety of postgraduates according to their knowledge foundations and shortcomings. Besides, standardizing their learning habits are of certain significance to improve the learning effect.

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