1.A preliminary study on automatic measurement of abduction angle after total hip arthroplasty using artificial intelligence algorithm on antero-posterior radiographs
Kexin WANG ; Xiaodong ZHANG ; Pengsheng WU ; Jialun LI ; Daojian ZHANG ; He WANG
Journal of Practical Radiology 2024;40(1):140-144
		                        		
		                        			
		                        			Objective To explore the feasibility of automating the measurement of abduction angle after total hip arthroplasty(THA)on postoperative radiographs by using deep learning algorithms.Methods The data were retrospectively collected.A total of 381 cases were used to develop deep learning model.Two radiologists annotated the key points on the images(lateral-superior point and medial-inferior point of acetabular cups,tear drops).The data was split into training dataset(304 cases),tuning dataset(38 cases),and test dataset(39 cases).A 2D U-net model was trained to segment the key points and the abduction angle were automatically meas-ured.After development of the model,an external validation dataset was collected(143 cases).Dice similarity coefficient(DSC)and mean absolute error(MAE)were used to evaluate the prediction efficiency of the model in the test dataset and the external validation dataset.Bland-Altman test was used to analyze the agreement between the abduction angle measured automatically by the model and the physician measurement.Results The DSC were 0.870-0.905 and 0.690-0.750 in the test dataset and the external validation dataset,and the corresponding MAE were 0.311-0.561 and 0.951-1.310.For the result of Bland-Altman analysis,only 6.52%(3/46)and 2.08%(3/144)of the abduction angle measurements in the test dataset and external validation dataset were outside the 95%limit of agreement(LoA).In the qualitative evaluation of the abduc-tion angle,the agreement of the model with the physician were 97.8%and 90.3%in the test dataset and the external validation dataset.Conclusion It is feasible to use deep learning algorithms to automatically measure the abduction angle after THA on X-ray images,achieving similar accuracy to that of physician.
		                        		
		                        		
		                        		
		                        	
2.Influence of effective liver drainage volume on overall survival in patients with malignant hilar biliary obstruction: a multicenter study
Mingxing XIA ; Yanglin PAN ; Xiaobo CAI ; Xianrong HU ; Jun WU ; Daojian GAO ; Tiantian WANG ; Cui CHEN ; Rui LU ; Ting ZHANG ; Bing HU
Chinese Journal of Digestive Endoscopy 2023;40(5):391-396
		                        		
		                        			
		                        			Objective:To investigate the influence of liver drainage volume on overall survival time in patients with unresectable malignant hilar bile duct obstruction.Methods:Data of 633 patients with unresectable malignant hilar bile duct obstruction (BismuthⅡ-Ⅳ) who underwent endoscopic stent drainage in 3 endoscopy centers from January 2002 to May 2019 were retrospectively analyzed. Main observation indicators included clinical success rate, stent patency, overall survival, the effective liver drainage volume, and complication incidence.Results:The clinical success rates of patients with liver drainage volume <30%, 30%-50%, and >50% were 56.8% (25/44), 77.3% (201/260) and 84.2% (277/329) respectively. The incidences of early cholangitis were 31.8% (14/44), 18.8% (49/260) and 16.1% (53/329). The median stent patency time was 4.5 (95% CI: 1.8-7.2) months, 5.6 (95% CI: 5.0-6.2) months and 6.6 (95% CI: 5.2-8.0) months. The overall survival time was 2.4 (95% CI: 1.8-3.0) months, 4.0 (95% CI: 3.4-4.6) months and 4.9 (95% CI:4.4-5.4) months, respectively. The clinical success rate ( χ 2=8.28, P=0.012), median stent patency period ( χ 2=18.87, P=0.015) and overall survival time ( χ 2=6.93, P=0.024) of 30%-50% liver drainage volume group were significantly higher than those of <30% group. Further multivariate cox regression analysis showed that the disease type (hepatocellular carcinoma VS hilar cholangiocarcinoma: HR=1.50, 95% CI:1.18-1.91, P=0.001; gallbladder carcinoma VS hilar cholangiocarcinoma: HR=1.45, 95% CI:1.14-1.85, P=0.002; metastatic cholangiocarcinoma VS hilar cholangiocarcinoma: HR=1.48, 95% CI:1.08-2.04, P=0.015), bilirubin level >200 μmol/L ( HR=1.35, 95% CI:1.14-1.60, P<0.001),metal stents ( HR=0.67, 95% CI:0.56-0.79, P<0.001), liver drainage volume (volume 30%-50% VS <30%: HR=0.64, 95% CI: 0.45-0.90, P=0.010; volume>50% VS <30%: HR=0.58, 95% CI:0.41-0.81, P=0.002) and anti-tumor therapy ( HR=0.51, 95% CI:0.42-0.61, P<0.001) were independent predictors for overall survival time of patients with unresectable malignant hilar bile duct obstruction. Conclusion:When endoscopic stent drainage is performed for patients with unresectable malignant hilar bile duct obstruction, at least 30% liver volume is required for better overall survival. In addition, the use of metal stent drainage and anti-tumor therapy may increase survival benefits.
		                        		
		                        		
		                        		
		                        	
3.Application value of different metal stents placement position in endoscopic drainage of malig-nant hilar bile duct obstruction: a multicenter study
Mingxing XIA ; Yanglin PAN ; Xiaobo CAI ; Xianrong HU ; Xin YE ; Jun WU ; Daojian GAO ; Dongxun ZHOU ; Tiantian WANG ; Cui CHEN ; Rui LU ; Ting ZHANG ; Bing HU
Chinese Journal of Digestive Surgery 2022;21(7):901-909
		                        		
		                        			
		                        			Objective:To investigate the application value of different metal stents place-ment position in endoscopic drainage of malignant hilar bile duct obstruction.Methods:The retro-spective cohort study was conducted. The clinicopathological data of 300 patients with malignant hilar bile duct obstruction who were admitted to 3 medical centers, including 216 patients in the Third Affiliated Hospital of Naval Medical University, 48 patients in the Xijing Hospital of Air Force Medical University, 36 patients in the First People's Hospital Affiliated to Shanghai Jiaotong University School of Medicine, from January 2012 to January 2019 were collected. There were 164 males and 136 females, aged (67±12)years. All patients were determined to be unresectable by multidisciplinary consultation and underwent endoscopic retrograde cholangiopancreatography. Observation indicators: (1) clinicopathological features of patients; (2) follow-up; (3) analysis of influencing factors for patency time of metal biliary stents and overall survival time of patients. Follow-up was conducted using outpatient examination and telephone interview to detect patency of metal biliary stents and survival of patients up to July 2019 or death of patients. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was conducted using the independent sample t test. Measurement data with skewed distribution were represented as M( Q1, Q3), and comparison between groups was conducted using the Mann-Whitney U test. Count data were expressed as absolute numbers or percentages, and comparison between groups was conducted using the chi-square test or Fisher exact probability. Comparison of ordinal data was conducted using the rank sum test. Kaplan-Meier method was used to calculate survival rates and draw survival curves, and Log-Rank test was used to conduct survival analysis. COX regression model was used for univariate and multivariate analyses. Factors with P<0.1 in univariate analysis were included in multivariate analysis. Results:(1) Clinicopathological features of patients. Of the 300 patients, 163 cases underwent endoscopic drainage with at least one metal biliary stent' distal portion crossing the duodenal main papilla (hereinafter referred to as crossing papilla), and 137 cases underwent endoscopic drainage with no metal biliary stent' distal portion crossing the duodenal main papilla (hereinafter referred to as no crossing papilla). Age, disease type (hilar cholangiocarcinoma, hepatocellular carcinoma, intrahepatic cholangio-carcinoma, gallbladder carcinoma, metastatic cholangiocarcinoma), metal biliary stents type (unilateral metal biliary stent, bilateral metal biliary stents) of patients with crossing papilla were (68±13)years, 95, 8, 11, 31, 18, 63, 100, respectively. The above indicators of patients with no crossing papilla were (64±12)years, 63, 22, 20, 23, 9, 126, 11, respectively. There were significant differences in the above indicators between patients with crossing papilla and patients with no crossing papilla ( t=2.70, χ2=17.69, 90.79, P<0.05). (2) Follow-up. All the 300 patients were followed up for 5.4(3.1,9.3)months. The patency time of metal biliary stents was 9.0(8.2,9.8)months and 6.4(4.8,8.0)months of patients with crossing papilla and patients with no crossing papilla, showing a significant difference between them ( χ2=8.23, P<0.05). The overall survival time was 5.5(4.2,6.8)months and 5.5(4.3,6.8)months of patients with crossing papilla and patients with no crossing papilla, showing no significant difference between them ( χ2=0.28, P>0.05). (3) Analysis of influencing factors for patency time of metal biliary stents and overall survival time of patients. Results of univariate analysis showed that type of metal biliary stents and the placement position of metal biliary stents were related factors affecting the patency time of metal biliary stents [ hazard ratio( HR)=0.44, 0.60, 95% confidence intervals as 0.30?0.64, 0.42?0.85, P<0.05]. Results of multi-variate analysis showed that bilateral metal biliary stents was an independent protective factor for the patency time of metal biliary stents ( HR=0.46, 95% confidence interval as 0.29?0.72, P<0.05). Results of univariate analysis showed that disease type (intrahepatic cholangiocarcinoma versus hilar cholangiocarcinoma), preoperative serum total bilirubin, type of metal biliary stents, anti-tumor therapy were related factors affecting the overall survival time of patients ( HR=1.05, 1.43, 0.72, 0.61, 95% confidence intervals as 0.70?1.57, 1.12?1.83, 0.55?0.92, 0.47?0.81, P<0.05). Results of multi-variate analysis showed that age >60 years, disease type as hepatocellular carcinoma, preoperative serum total bilirubin >200 μmol/L were independent risk factors for the overall survival time of patients ( HR=1.35, 1.98, 1.46, 95% confidence intervals as 1.02?1.79, 1.40?2.80, 1.13?1.89, P<0.05), and bilateral metal biliary stents, anti-tumor therapy were independent protective factors for the overall survival time of patients ( HR=0.68, 0.60, 95% confidence intervals as 0.53?0.89, 0.45?0.80, P<0.05). Conclusions:Endoscopic drainage with or without metal biliary stents' distal portion crossing the duodenal main papilla is safe and feasible for patients with malignant hilar bile duct obstruction. Bilateral metal biliary stents is an independent protective factor for the patency time of metal biliary stents. Age >60 years, disease type as hepatocellular carcinoma, preoperative serum total bilirubin >200 μmol/L are independent risk factors for the overall survival time of patients, and bilateral metal biliary stents, anti-tumor therapy are independent protective factors for the overall survival time of patients.
		                        		
		                        		
		                        		
		                        	
4. Analysis of dosimetric verification results of stereotactic body radiotherapy
Xile ZHANG ; Ruijie YANG ; Jun LI ; Daojian AN ; Jiaqi LI ; Junjie WANG
Chinese Journal of Radiological Medicine and Protection 2019;39(9):680-685
		                        		
		                        			 Objective:
		                        			To analyze the patient-specific dosimetric verification result of stereotactic body radiotherapy (SBRT) plans, and to investigate the sensitivity of the result to three factors: interpolation of measured data, size of dose calculation grid and assessment threshold.
		                        		
		                        			Methods:
		                        			The dosimetric verification results of SBRT plans of 50 patients were retrospectively analyzed to evaluate the impact of the following factors. The linear interpolation (1.00 mm) and non-interpolation (7.62 mm) were applied to measured data respectively. Three dose calculation grid sizes of Eclipse planning system, i. e., 1.0 mm, 2.5 mm and 4.0 mm were compared respectively. The threshold of dose assessment was selected as 10%, 20% and 30%, respectively. Three criteria of γ analysis were selected: 2%/2 mm, 3%/2 mm and 3%/3 mm.
		                        		
		                        			Results:
		                        			Under criteria of 2%/2 mm, 3%/2 mm and 3%/3 mm, the average γ passing rates were (86.3±7.3)% and (93.7±5.6)%, (94.1±4.4)% and(97.7±3.9)%, (97.7 ±2.2)% and (99.1±1.7)%, respectively, with and without linear interpolation. Relative to the 1.0 mm reference grid, the grids of 2.5 mm and 4.0 mm significantly decreased γ passing rates by 3.8%, 1.9%, 0.8% (
		                        		
		                        	
5. Etiological analysis of influenza surveillance data in Yangzhou from 2012 to 2017
Wenjun LIU ; Qian WU ; Le ZHOU ; Yao HUANG ; Xiuling ZHANG ; Jiuru HUANG ; Lunbiao CUI ; Daojian ZHU ; Qin XU
Chinese Journal of Experimental and Clinical Virology 2018;32(5):496-500
		                        		
		                        			 Objective:
		                        			To find out the characteristics and regularity trend of influenza activity according to the analyses of influenza surveillance data in Yangzhou from 2012 to 2017, and to provide scientific supports for predicting and controlling the pandemic outbreak of influenza effectively.
		                        		
		                        			Methods:
		                        			The influenza samples were collected from Northern Jiangsu People′s Hospital, Yangzhou First People's Hospital and Gaoyou People’s Hospital, using fluorescent RT-PCR method to detect influenza virus nucleic acid and classifying influenza virus subtypes. Finally, the surveillance data from January, 2012 to December, 2017 of influenza like illness (ILI) cases of Yangzhou were analyzed.
		                        		
		                        			Results:
		                        			Totally 18 083 throat swabs of ILI specimens were collected from 2012—2017 in Yangzhou, 1 983 samples were positive (10.97%), the difference in positive rates of adjacent years was statistically significant (χ2=167.93, 
		                        		
		                        	
6.Effects of iliopsoas tensile vibration training on the walking ability of stroke survivors
Qianhao LIU ; Daojian HAO ; Yingzi LIANG ; Xiangyu ZHANG ; Ganghua GUO ; Lingling XU ; Lu YU
Chinese Journal of Physical Medicine and Rehabilitation 2018;40(7):491-494
		                        		
		                        			
		                        			Objective To observe the effect of iliopsoas tensile vibration training on the walking ability of stroke survivors.Methods Thirty stroke survivors were randomly divided into an observation group and a control group,each of 15.Both groups were given traditional rehabilitation treatment,while the observation group was additionally provided with iliopsoas tensile vibration training.Both groups were evaluated in terms of the root mean square (RMS) of iliopsoas,active range of motion (A-ROM) of the hip joint,the kinematic parameters of gait and Berg balance scale (BBS) scores before and after the 4-week treatment.Results Before the treatment there were no significant differences between the two groups in any of the measurements.After the treatment improvement in all of the measurements was observed in both groups,with the average RMS iliopsoas,A-ROM,step length,step velocity and BBS score of the observation group significantly better than those of the control group.Conclusions Tensile vibration training of the iliopsoas can significantly improve the muscle excitability of the affected iliopsoas in stroke survivors,and improve their balance and walking ability.
		                        		
		                        		
		                        		
		                        	
7.Surveillance and risk assessment system of schistosomiasis in Jiangsu Prov-inceⅢRisk of schistosomiasis transmission in the area along the Yangtze River in Yang-zhou City
Yinping ZUO ; Daojian ZHU ; Guanglin DU ; Kai TANG ; Yucai MA ; Zhengqiu ZHANG ; Shaozhou CHEN ; Fubiao WANG ; Hongping TANG ; Jin ZHANG ; Leping SUN
Chinese Journal of Schistosomiasis Control 2016;28(4):353-357
		                        		
		                        			
		                        			Objective To evaluate the potential risk of schistosomiasis transmission in the area along the Yangtze River in Yangzhou City,so as to provide evidences for establishing a post?transmission surveillance system for schistosomiasis in marsh?land regions. Methods The water infectivity,floating boatmen and fishermen infection,reservoir host infection and wild feces contamination were investigated in five districts/counties along the Yangtze River in Yangzhou City,including Guangling,Hanji?ang,Jiangdu,Yizheng and Development Zone,and the transmission factors and risky characteristics were assessed after inter?ruption of schistosomiasis transmission in marshland regions. Results A total of 15 key water regions were identified in the area along the Yangtze River in Yangzhou City in 2015. A total of 1 500 sentinel mice were placed,after breeding,their overall sur?vival rate was 99.33%;1 490 were dissected,with no schistosome infection. Of the 5 576 floating boatmen and fishermen exam?ined,no schistosome infection was observed,and among the 3 566 domestic animals(including 171 cattle,1 895 sheep and 1 500 pigs),no infections were detected. During the period between January and March,2016,there were 3 200 mouse traps placed on 8 marshlands,and 62 wild mice were captured from 6 marshlands,with a capture rate of 1.94%,and no schistosome?infected wild mice were seen. In addition,there were 35 pieces of fresh wild feces captured from 7 marshlands,including 11 pieces of bovine feces(31.43%),17 pieces of sheep feces(48.57%),2 pieces of dog feces(5.71%)and 5 pieces of other feces (14.29%),and no infections were detected. Conclusions There is a low risk of schistosomiasis transmission in the area along the Yangtze River in Yangzhou City. However,the contamination of feces from bovine and sheep that are freely pastured on marshlands is a big threat to schistosomiasis control.
		                        		
		                        		
		                        		
		                        	
8.The role of Wnt/β-Catenin signaling pathway in the endotoxin-induced acute lung injury during the treatment with mesenchymal stem cells
Daojian XU ; Lin ZHANG ; Jun LI ; Jing ZHANG ; Daikun HE ; Zhiyue ZHONG ; Jie SHEN
Chinese Journal of Emergency Medicine 2015;24(9):994-999
		                        		
		                        			
		                        			Objective To investigate the role of Wnt/β-Catenin signaling pathway in the endotoxin induced acute lung injury (ALI) during the treatment by mesenchymal stem cells (MSCs).Methods Six SPF male SD rats were isolated and bone marrow mesenchymal stem cells were cultured.A total of 72 SPF male SD rats with 6-week-old were randomly (random number) divided into 4 groups:control group (n =18) in which phosphate buffered solution (PBS) used instead of lipopolysaccharide (LPS);LPS group (n =18) in which LPS used to induce acute lung injury;LPS + MSCs group (n =18) in which MSCs directly transplanted after injection of LPS;Control + MSCs group (n =18) in which MSCs transplanted after injection of PBS.And then 6 rats of each group were sacrificed at 6 h,24 h,and 48 h separately after injection of LPS.At 24 h after the modeling,lung tissue was taken and the levels of Wrnt signaling pathway components were detected by using immunohistochemistry and Western blot.In addition,quantitative realtime PCR was used to detect the expression of Wnt signaling pathway target genes.Results Compare with the PBS control group,significant decrease in lung dry-to-wet ratio and increase in arterial oxygen partial pressure (PaO2) were found in MSCS transplantation groups.According the immunohistological results,Wnt 5a was significantly increased in the LPS-induced ALI rats and decreased after MSCs transplantation.Moreover,decrease in levels of GSK-3β phosphorylation and β-catenin was found in the lung tissue after MSCs transplantation.In addition,the expressions of Wnt signaling target genes Vegf,Axin2 and Klf4 were decreased significantly after MSCs transplantation.Conclusions In the setting of ALI,the therapeutic effect of MSCs was exerted by decreasing the expressions of Wnt 5a,GSK-3β phosphorylation,β-catenin,and Wnt signaling target genes Vegf,Axin2 and Klf4.Wnt signaling implicated in the therapeutic effect of MSC in the setting of ALI.
		                        		
		                        		
		                        		
		                        	
9.The application of modified shortened scope for ERCP procedure in swine animal model
Daojian GAO ; Rui LU ; Hongzhan ZHANG ; Bing HU
Chinese Journal of Digestive Endoscopy 2015;32(7):467-471
		                        		
		                        			
		                        			Objective To evaluate modified shortened scope for ERCP procedure in swine animal model.Methods A total of 17 male pigs were divided into the conventional endoscope group (shortened scope used on human,n =8) and the modified endoscope group (modified shortened scope,n =9).The success rates,time of access to the pylorus,biliary or pancreatic orifice,the cannulation time of biliary or pancreatic duct,the stenting time of biliary or pancreatic duct,the total time of procedure and the X-ray exposure time were compared between the two groups.Results The success rates were 2/8 and 9/9 in the conventional endoscope group and the modified endoscope group,respectively(P =0.002).There were significantly differences of the cannulation time of biliary duct(180.00 ± 37.89 s VS 55.22 ± 11.56 s,P =0.000),cannulation time of pancreatic duct(55.22 ± 11.56 s VS 56.56 ±29.19 s,P =0.015),the time of access to pancreatic orifice(21.50 ±7.33 min VS4.67 ±2.63 min,P =0.000) and the total time of procedure(55.13 ±5.64 min VS 31.67 ±8.25 min,P =0.000) between the two groups.There were no significant differences in the time of passing through the pylorus,the time of finding biliary orifice,the stenting time of biliary or pancreatic duct or the X-ray exposure time between the two groups.Conclusion The modified shortened scope can improve the success rate of short scope position,facilitate locating biliary or pancreatic orifice,improve the success rate of pancreatic duct cannulation and shorten the cannulation time of biliary or pancreatic duct and the total operation time.
		                        		
		                        		
		                        		
		                        	
10.Effect of melatonin on p38MAPKsignaling pathway in rats with phosgene-induced lung injury.
Lin ZHANG ; Daikun HE ; Yiru SHAO ; Daojian XU ; Jie SHEN
Chinese Journal of Industrial Hygiene and Occupational Diseases 2014;32(9):648-652
OBJECTIVETo investigate the effect of melatonin (MT) on p38 mitogen-activated protein kinase (MAPK) signaling pathway in rats with phosgene-induced lung injury.
METHODSFifty specific pathogen-free male Sprague-Dawley rats were randomly divided into phosgene inhalation group, air control group, saline control group, MT treatment group, and SB203580 (specific inhibitor of p38 MAPK) group, with 10 mice in each group. All groups except the air control group were exposed to phosgene, and the animals were sacrificed 6 h later. Lung wet/dry weight (W/D) ratio and the content of malondialdehyde (MDA) and nitric oxide (NO) and activity of myeloperoxidase (MPO) in bronchoalveolar lavage fluid (BALF) were measured. The qualitative and quantitative expression of p38 MAPK and phospho-p38 MAPK (p-p38) was measured by immunohistochemistry (IHC) and Western blot, respectively. Inducible nitric oxide synthase (iNOS) level in lung tissue was determined by Western blot.
RESULTSCompared with the air control group, the phosgene inhalation group had significantly increased lung W/D ratio and neutrophil count in BALF (P < 0.01); the MT treatment group had significantly lower neutrophil count and lung W/D ratio than the phosgene inhalation group (P < 0.05). IHC demonstrated that the air control group had relatively weak expression of p-p38 in lung tissue; the expression of p-p38 was significantly up-regulated after phosgene inhalation, and it was mainly distributed in infiltrating inflammatory cells and vascular endothelial cells, positive in the cytoplasm and nucleus of many cells. The distribution of p-p38-positive cells in the MT treatment and SB203580 groups was similar to that in the phosgene inhalation group, but the MT treatment and SB203580 groups had a significantly reduced number of cells with p-p38-positive nuclei and a significantly reduced intensity of p-p38 expression signals. The phosgene inhalation group had significantly increased content of MDA and NO and activity of MPO compared with the air control group (P < 0.01); the MT treatment and SB203580 groups had significantly reduced content of MDA and NO and activity of MPO compared with the phosgene inhalation group (P < 0.05), but had higher content of MDA and NO and activity of MPO than the air control group. The Western blot showed that the phosgene inhalation group had significantly increased expression of iNOS and p-p38 compared with the air control group (P < 0.01); the MT treatment and SB203580 groups had lower expression of iNOS and p-p38 than the phosgene inhalation group (P < 0.05).
CONCLUSIONMT and SB203580 have a significant protective effect in rats with phosgene-induced lung injury, and the mechanism may be associated with scavenging free radicals and inhibiting activation of p38 MAPK and expression of iNOS.
Animals ; Bronchoalveolar Lavage Fluid ; Chemical Warfare Agents ; toxicity ; Imidazoles ; Lung ; drug effects ; Lung Injury ; chemically induced ; Male ; Malondialdehyde ; adverse effects ; Melatonin ; physiology ; Mice ; Nitric Oxide ; adverse effects ; Nitric Oxide Synthase Type II ; metabolism ; Phosgene ; toxicity ; Pyridines ; Rats, Sprague-Dawley ; Respiratory Distress Syndrome, Adult ; metabolism ; Signal Transduction ; p38 Mitogen-Activated Protein Kinases ; metabolism
            
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