1.Progress of the application of deep learning in degenerative cervical myelopathy
Qian-Bo SONG ; Qian DU ; Yan ZENG ; Yuan-Ming LU ; Wen-Xing LIAO ; Dong ZHAO ; Guang-Ru CAO
Medical Journal of Chinese People's Liberation Army 2025;50(10):1256-1262
Degenerative cervical myelopathy(DCM)is a group of diseases caused by cervical spine degeneration that compresses the spinal cord.It is a major cause of spinal cord dysfunction in adults,and its incidence is increasing globally.In the late stage,DCM could lead to paralysis due to spinal cord injury,which makes rapid,effective,and accurate medical diagnosis clinically significant.Deep learning(DL)technology can assist physicians in the rapid and accurate diagnosis of DCM by analyzing and processing a large amount of imaging data to extract features of the affected regions.In recent years,DL algorithm models have been leveraged for DCM-related research,which has become a focal point of intelligent medical development.In this review,domestic and international literature is surveyed,and the research progress and application of DL technology in the auxiliary diagnosis and prognosis evaluation of DCM are systematically summarized,aiming to provide a reference for intelligent diagnosis in clinical practice.
2.Establishment of reference values for clot waveform analysis parameters and their clinical application in differentiating acquired hemophilia A from lupus anticoagulant positive conditions
Bin YAN ; Mengchao CUI ; Yuanyuan WEN ; Di WU ; Luyi RU ; Huixin ZOU ; Tianxi HU ; Ruijuan WANG ; Suping ZHAI ; Weipeng DU
Chinese Journal of Laboratory Medicine 2025;48(3):371-377
Objective:To establish reference values for clot waveform analysis (CWA) and analyze their diagnostic efficacy in distinguishing acquired hemophilia A (AHA) and lupus anticoagulant (LA)-positive patients.Methods:Case-Control Study. A total of 391 healthy individuals(260 males and 131 females) with a mean age of 45.53±14.85 years were enrolled at Nanyang central Hospital between January 6, 2023 and October 10, 2024. Prothrombin time (PT), activated partial thromboplastin time (APTT), and thrombin time (TT) were measured to establish reference ranges for the CWA parameters, including maximal reaction velocity (Min1), maximal reaction acceleration (Min2), and maximal reaction deceleration (Max2). A total of 158 definitively diagnosed AHA and LA-positive patients (mean age:42.46±14.83 years), including 34 AHA patients and 124 LA-positive patients, were recruited. The Mann Whitney U test was used to analyze the differences in the CWA parameters between the two groups. The diagnostic efficacy of CWA parameters in distinguishing AHA and LA-positive patients was evaluated using the area under the receiver operating characteristic(ROC) curve AUC and the cut-off values were calculated. Results:The reference values for PT-Min1, APTT-Min1, APTT-Min2, APTT-Max2, TT-Min1, TT-Min2, TT-Max2 were 203.41-516.89, 144.63-324.03, 526.46-1 190.03, -404.96±157.22, 159.17±60.34, 272.29-686.99, and -289.47--113.76, respectively. Compared with the CWA parameters in AHA patients, APTT-Max2 was significantly lower in LA-positive patients [-422.74(-577.50, -239.22) vs. -68.87(-92.85,30.28), Z=-7.43, P<0.01], while PT-Min1, APTT-Min1, APTT-Min2, TT-Min1, TT-Min2 were significantly elevated [287.01(188.03, 382.50) vs. 107.45(90.20, 151.39), 972.88(601.20, 1 351.19) vs. 229.10(118.38, 371.67), Z=6.68, 6.69, all P<0.01]. ROC analysis demonstrated the APTT-CWA parameter exhibited high diagnostic efficacy in patients with AHA (AUC>0.900 for both).Additionally, APTT-Min1 and APTT-Max2 were found to be useful in distinguishing between AHA patients and those with LA-positive status accompanied by APTT prolongation (AUC=0.660, 0.700, respectively). Conclusions:Reference values for CWA parameters were successfully established. The APTT-CWA is useful for differentiating between AHA and LA-positive patients and APTT-Max2 demonstrated a good diagnostic value in differentiating AHA patients from those with LA-positive status accompanied by APTT prolongation.
3.Establishment of reference values for clot waveform analysis parameters and their clinical application in differentiating acquired hemophilia A from lupus anticoagulant positive conditions
Bin YAN ; Mengchao CUI ; Yuanyuan WEN ; Di WU ; Luyi RU ; Huixin ZOU ; Tianxi HU ; Ruijuan WANG ; Suping ZHAI ; Weipeng DU
Chinese Journal of Laboratory Medicine 2025;48(3):371-377
Objective:To establish reference values for clot waveform analysis (CWA) and analyze their diagnostic efficacy in distinguishing acquired hemophilia A (AHA) and lupus anticoagulant (LA)-positive patients.Methods:Case-Control Study. A total of 391 healthy individuals(260 males and 131 females) with a mean age of 45.53±14.85 years were enrolled at Nanyang central Hospital between January 6, 2023 and October 10, 2024. Prothrombin time (PT), activated partial thromboplastin time (APTT), and thrombin time (TT) were measured to establish reference ranges for the CWA parameters, including maximal reaction velocity (Min1), maximal reaction acceleration (Min2), and maximal reaction deceleration (Max2). A total of 158 definitively diagnosed AHA and LA-positive patients (mean age:42.46±14.83 years), including 34 AHA patients and 124 LA-positive patients, were recruited. The Mann Whitney U test was used to analyze the differences in the CWA parameters between the two groups. The diagnostic efficacy of CWA parameters in distinguishing AHA and LA-positive patients was evaluated using the area under the receiver operating characteristic(ROC) curve AUC and the cut-off values were calculated. Results:The reference values for PT-Min1, APTT-Min1, APTT-Min2, APTT-Max2, TT-Min1, TT-Min2, TT-Max2 were 203.41-516.89, 144.63-324.03, 526.46-1 190.03, -404.96±157.22, 159.17±60.34, 272.29-686.99, and -289.47--113.76, respectively. Compared with the CWA parameters in AHA patients, APTT-Max2 was significantly lower in LA-positive patients [-422.74(-577.50, -239.22) vs. -68.87(-92.85,30.28), Z=-7.43, P<0.01], while PT-Min1, APTT-Min1, APTT-Min2, TT-Min1, TT-Min2 were significantly elevated [287.01(188.03, 382.50) vs. 107.45(90.20, 151.39), 972.88(601.20, 1 351.19) vs. 229.10(118.38, 371.67), Z=6.68, 6.69, all P<0.01]. ROC analysis demonstrated the APTT-CWA parameter exhibited high diagnostic efficacy in patients with AHA (AUC>0.900 for both).Additionally, APTT-Min1 and APTT-Max2 were found to be useful in distinguishing between AHA patients and those with LA-positive status accompanied by APTT prolongation (AUC=0.660, 0.700, respectively). Conclusions:Reference values for CWA parameters were successfully established. The APTT-CWA is useful for differentiating between AHA and LA-positive patients and APTT-Max2 demonstrated a good diagnostic value in differentiating AHA patients from those with LA-positive status accompanied by APTT prolongation.
4.Retrospective study of radiofrequency catheter ablation in patients with heart failure and atrial fibrillation
Yu-ling XIONG ; Zhi-yan WANG ; Chang HUA ; Yang-yang TANG ; Xin-ru LIU ; Qiang LÜ ; Jian-zeng DONG ; Xin DU
Chinese Journal of Interventional Cardiology 2024;32(12):683-688
Objective To explore the safety and efficacy of radiofrequency catheter ablation(RCFA)in patients with persistent atrial fibrillation(AF)/atrial flutter(AFL)and heart failure(HF)with left ventricular ejection fraction≤35%.Methods This study is a retrospective study.Patients with persistent AF/AFL and HF with left ventricular ejection fraction≤ 35%admitted to Beijing Anzhen Hospital from January 2018 to March 2024 were enrolled.The perioperative characteristics and complications changes in echocardiographic parameters,and follow-up outcomes were analyzed.Results A total of 45 patients were enrolled with a mean age of(56±13)years and a mean LVEF of(28±4)%.The ablation strategy was circumferential pulmonary vein isolation and empirical linear ablation.The operation time and fluoroscopy time were 120(120,163)min and 5(4,10)min respectively.The patients mainly underwent linear ablation including circumferential pulmonary vein isolation(38,84.4%),cavotricuspid isthmus(37,82.2%),roofline(34,75.6%),mitral isthmus(34,75.6%).21(46.7%)patients underwent ehtanol infusion into the vein of Marshall.24(53.3%)patients underwent electrocardioversion.All patients restored sinus rhythm immediately after RFCA and had no perioperative complications.After a median follow-up of 22.9(7.8,31.0)months,2 patients died of cardiovascular disease,1 patient underwent heart transplantation,14(33.3%)patients were readmitted for cardiovascular disease,and 10 patients(23.8%)had recurrence of AF.The mean LVEF of the 28 patients who obtained LVEF at the last follow-up increased from(28±4)%to(51±14)%,and the average improvement of LVEF was(23±13)%(P<0.0001).15 of these patients had complete recovery of left ventricular systolic function(LVEF≥ 50%).Conclusions RFCA is safe and effective for patients with persistent AF/AFL and HF with LVEF ≤ 35%,and can improve patient's cardiac function and significantly increase LVEF.
5.Total body water percentage and 3rd space water are novel risk factors for training-related lower extremity muscle injuries in young males
Liang CHEN ; Ke-Xing JIN ; Jing YANG ; Jun-Jie OUYANG ; Han-Gang CHEN ; Si-Ru ZHOU ; Xiao-Qing LUO ; Mi LIU ; Liang KUANG ; Yang-Li XIE ; Yan HU ; Lin CHEN ; Zhen-Hong NI ; Xiao-Lan DU
Chinese Journal of Traumatology 2024;27(3):168-172
Purpose::To identify the risk factors for training-related lower extremity muscle injuries in young males by a non-invasive method of body composition analysis.Methods::A total of 282 healthy young male volunteers aged 18 -20 years participated in this cohort study. Injury location, degree, and injury rate were adjusted by a questionnaire based on the overuse injury assessment methods used in epidemiological studies of sports injuries. The occurrence of training injuries is monitored and diagnosed by physicians and treated accordingly. The body composition was measured using the BodyStat QuadScan 4000 multifrequency Bio-impedance system at 5, 50, 100 and 200 kHz to obtain 4 impedance values. The Shapiro-Wilk test was used to check whether the data conformed to a normal distribution. Data of normal distribution were shown as mean ± SD and analyzed by t-test, while those of non-normal distribution were shown as median (Q 1, Q 3) and analyzed by Wilcoxon rank sum test. The receiver operator characteristic curve and logistic regression analysis were performed to investigate risk factors for developing training-related lower extremity injuries and accuracy. Results::Among the 282 subjects, 78 (27.7%) developed training injuries. Lower extremity training injuries revealed the highest incidence, accounting for 23.4% (66 cases). These patients showed higher percentages of lean body mass ( p = 0.001), total body water (TBW, p=0.006), extracellular water ( p=0.020) and intracellular water ( p=0.010) as well as a larger ratio of basal metabolic rate/total weight ( p=0.006), compared with those without lower extremity muscle injuries. On the contrary, the percentage of body fat ( p=0.001) and body fat mass index ( p=0.002) were lower. Logistic regression analysis showed that TBW percentage > 65.35% ( p=0.050, odds ratio =3.114) and 3rd space water > 0.95% ( p=0.045, odds ratio =2.342) were independent risk factors for lower extremity muscle injuries. Conclusion::TBW percentage and 3rd space water measured with bio-impedance method are potential risk factors for predicting the incidence of lower extremity muscle injuries in young males following training.
6.Research progress on anticancer mechanism of cantharidin and its derivatives
Yan WANG ; Ru-He JIANG ; Yue YU ; Yan DU
Fudan University Journal of Medical Sciences 2024;51(4):620-631
Cantharidin is a terpenoid compound secreted by Mylabrisphalerata Pallas.In a variety of cancer types,cantharidin has shown the effects of inhibiting cancer cell growth,proliferation and migration.The anticancer mechanism of cantharidin involves inducing cell cycle arrest and apoptosis,inhibiting autophagy,enhancing DNA damage,inhibiting DNA repair,and regulating various cell signaling pathways.This article reviews the mechanism and research progress of cantharidin and its derivatives in common cancer types,in order to identify novel targets of cancer treatment using cantharidin,and provide new direction for clinical research to improve anticancer therapy.
7.Effects of aloperine on the pulmonary expressions of TREM-1 and TREM-2 in septic rats
Xin-yi WANG ; Jing-ping XU ; Hong KE ; Chao XI ; Shang-cheng XU ; Hong DU ; Yan-ru CUI ; Fei QU
Chinese Traditional Patent Medicine 2024;46(10):3263-3270
AIM To investigate the effects of aloperine on the pulmonary expressions of TREM-1 and TREM-2 in septic rats.METHODS The rats were randomly divided into the control group,the model group and the low,medium and high dose aloperine groups ( 25,50 and 100 mg/kg ).The corresponding intraperitoneal aloperine injection was administered 0.5 h before modeling,and the rats'Penh,Cdyn and EF50 were detected 24 hrs after modeling.The rats had their pathological injury of the lung tissue observed by HE staining;their pulmonary mRNA expressions of TREM-1,TREM-2,TNF-α,IL-1β and IL-10 detected by RT-qPCR method;and their pulmonary protein expressions of TREM-1,TREM-2,TNF-α,IL-1β,IL-10,p-p65,p-PI3K and p-Akt detected by Western blot.RESULTS Compared with the control group,the model group displayed increased Penh (P<0.01),decreased Cdyn and EF50 ( P<0.01);destroyed lung tissue structure and thickened alveolar septum,increased mRNA and protein expressions of TREM-1,TNF-αand IL-1β( P<0.05,P<0.01);decreased mRNA and protein expressions of TREM-2 and IL-10 ( P<0.05,P<0.01);and increased protein expressions of p-p65,p-PI3K and p-Akt (P<0.01).Compared with the model group,the aloperine groups shared decreased Penh ( P<0.01);increased Cdyn and EF50 ( P<0.01);improved pulmonary structure and thinner alveolar wall,decreased mRNA and protein expressions of TREM-1,TNF-α and IL-1β( P<0.05,P<0.01 );increased mRNA and protein expressions of TREM-2 and IL-10 ( P<0.05,P<0.01);and decreased protein expressions of p-p65,p-PI3K and p-Akt (P<0.05,P<0.01).CONCLUSION Aloperine can alleviate the inflammatory response of septic rats by down-regulating TREM-1 expression and up-regulating TREM-2 expression,which may be related to the inhibited activation of PI3K signaling pathway.
8.Retrospective study of radiofrequency catheter ablation in patients with heart failure and atrial fibrillation
Yu-ling XIONG ; Zhi-yan WANG ; Chang HUA ; Yang-yang TANG ; Xin-ru LIU ; Qiang LÜ ; Jian-zeng DONG ; Xin DU
Chinese Journal of Interventional Cardiology 2024;32(12):683-688
Objective To explore the safety and efficacy of radiofrequency catheter ablation(RCFA)in patients with persistent atrial fibrillation(AF)/atrial flutter(AFL)and heart failure(HF)with left ventricular ejection fraction≤35%.Methods This study is a retrospective study.Patients with persistent AF/AFL and HF with left ventricular ejection fraction≤ 35%admitted to Beijing Anzhen Hospital from January 2018 to March 2024 were enrolled.The perioperative characteristics and complications changes in echocardiographic parameters,and follow-up outcomes were analyzed.Results A total of 45 patients were enrolled with a mean age of(56±13)years and a mean LVEF of(28±4)%.The ablation strategy was circumferential pulmonary vein isolation and empirical linear ablation.The operation time and fluoroscopy time were 120(120,163)min and 5(4,10)min respectively.The patients mainly underwent linear ablation including circumferential pulmonary vein isolation(38,84.4%),cavotricuspid isthmus(37,82.2%),roofline(34,75.6%),mitral isthmus(34,75.6%).21(46.7%)patients underwent ehtanol infusion into the vein of Marshall.24(53.3%)patients underwent electrocardioversion.All patients restored sinus rhythm immediately after RFCA and had no perioperative complications.After a median follow-up of 22.9(7.8,31.0)months,2 patients died of cardiovascular disease,1 patient underwent heart transplantation,14(33.3%)patients were readmitted for cardiovascular disease,and 10 patients(23.8%)had recurrence of AF.The mean LVEF of the 28 patients who obtained LVEF at the last follow-up increased from(28±4)%to(51±14)%,and the average improvement of LVEF was(23±13)%(P<0.0001).15 of these patients had complete recovery of left ventricular systolic function(LVEF≥ 50%).Conclusions RFCA is safe and effective for patients with persistent AF/AFL and HF with LVEF ≤ 35%,and can improve patient's cardiac function and significantly increase LVEF.
9.Effects of aloperine on the pulmonary expressions of TREM-1 and TREM-2 in septic rats
Xin-yi WANG ; Jing-ping XU ; Hong KE ; Chao XI ; Shang-cheng XU ; Hong DU ; Yan-ru CUI ; Fei QU
Chinese Traditional Patent Medicine 2024;46(10):3263-3270
AIM To investigate the effects of aloperine on the pulmonary expressions of TREM-1 and TREM-2 in septic rats.METHODS The rats were randomly divided into the control group,the model group and the low,medium and high dose aloperine groups ( 25,50 and 100 mg/kg ).The corresponding intraperitoneal aloperine injection was administered 0.5 h before modeling,and the rats'Penh,Cdyn and EF50 were detected 24 hrs after modeling.The rats had their pathological injury of the lung tissue observed by HE staining;their pulmonary mRNA expressions of TREM-1,TREM-2,TNF-α,IL-1β and IL-10 detected by RT-qPCR method;and their pulmonary protein expressions of TREM-1,TREM-2,TNF-α,IL-1β,IL-10,p-p65,p-PI3K and p-Akt detected by Western blot.RESULTS Compared with the control group,the model group displayed increased Penh (P<0.01),decreased Cdyn and EF50 ( P<0.01);destroyed lung tissue structure and thickened alveolar septum,increased mRNA and protein expressions of TREM-1,TNF-αand IL-1β( P<0.05,P<0.01);decreased mRNA and protein expressions of TREM-2 and IL-10 ( P<0.05,P<0.01);and increased protein expressions of p-p65,p-PI3K and p-Akt (P<0.01).Compared with the model group,the aloperine groups shared decreased Penh ( P<0.01);increased Cdyn and EF50 ( P<0.01);improved pulmonary structure and thinner alveolar wall,decreased mRNA and protein expressions of TREM-1,TNF-α and IL-1β( P<0.05,P<0.01 );increased mRNA and protein expressions of TREM-2 and IL-10 ( P<0.05,P<0.01);and decreased protein expressions of p-p65,p-PI3K and p-Akt (P<0.05,P<0.01).CONCLUSION Aloperine can alleviate the inflammatory response of septic rats by down-regulating TREM-1 expression and up-regulating TREM-2 expression,which may be related to the inhibited activation of PI3K signaling pathway.
10.Correlations between appearance traits and internal quality of Bupleurum scorzonerifolium roots based on theory of "quality evaluation through morphological identification".
Wen-Xue WANG ; Xiao-Wei DU ; Bing-Yan HOU ; Hong-Ru ZHU ; Dan YU
China Journal of Chinese Materia Medica 2023;48(7):1815-1823
It is generally believed that high-quality Bupleurum scorzonerifolium roots possess specific morphological characteristics, being red, robust, and long with strong odor. However, the scientific connotation of these characteristics has not been elucidated. According to the theory of "quality evaluation through morphological identification", we studied the correlations between appearance traits(the RGB value of root surface, root length, root diameter, dry weight, and ratio of phloem to xylem) and content of main chemical components(volatile oils, total saponins, total flavonoids, total polysaccharides, and seven saikosaponins) of B. scorzonerifolium roots. Epson Scanner and ImageJ were used to scan the root samples and measure the appearance traits. Ultraviolet spectrophotometry and HPLC were employed to determine the content of chemical components. The correlation, regression, and cluster analyses were performed to study the correlations between the appearance traits and the content of chemical components. The results showed that the content of volatile oils and saikosaponins were significantly correlated with RGB value, root length, and root diameter, indicating that within a certain range, the roots being redder, longer, and thicker had higher content of volatile oils and saikosaponins. According to the appearance traits and chemical component content, the 14 samples from different producing areas were classified into four grades, and the differences in morphological traits and chemical component content were consistent among different grades. The findings in this study demonstrate that appearance traits(RGB value, root length, and root diameter) can be used to evaluate the quality of B. scorzonerifolium roots. Meanwhile, this study lays a foundation for establishing an objective quality evaluation method for B. scorzonerifolium roots.
Bupleurum/chemistry*
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Saponins/analysis*
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Oleanolic Acid/analysis*
;
Oils, Volatile/analysis*
;
Plant Roots/chemistry*

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