1.Construction and Application of the Big Data Research Platform for Biological Sample Information Resources in a Large Com-prehensive Hospital
Hui LIU ; Hongwei CAI ; Juanjuan GAO ; Linpei ZHANG ; Tian NA ; Yawen WANG
Journal of Medical Informatics 2024;45(1):77-82
		                        		
		                        			
		                        			Purpose/Significance By integrating clinical and biological sample information,a big data research platform for biologi-cal sample information resources is built to provide one-stop data retrieval,integration and analysis services for researchers,and a data governance system is established,so as to improve the level of hospital clinical research infrastructure construction.Method/Process Common data model and data governance technology are adopted to integrate data sources from different vendors through extraction,trans-formation,loading and other steps to provide a unified data access portal.Result/Conclusion The big data research platform for biologi-cal sample information resources has the advantages of multi-dimensional data screening and rapid integrated analysis,which can pro-vide support for clinical research.
		                        		
		                        		
		                        		
		                        	
2.The guiding value of CTA in the treatment of vascular embolization in emergency pelvic fracture hemorrhage
Fangye WU ; Hongwei XU ; Hui ZENG ; Guoliang SHAO
China Modern Doctor 2024;62(22):46-49
		                        		
		                        			
		                        			Objective To investigate the guiding value of computed tomography angiography(CTA)in the treatment of vascular embolization in patients with emergency pelvic fracture hemorrhage.Methods From June 2019 to June 2023,67 patients with emergency pelvic fracture hemorrhage were selected from General Hospital Medical Communities of Shaoxing Second Hospital.All patients underwent CTA and digital subtraction angiography(DSA),and the application value of CTA was evaluated using the results of DSA as the gold standard.Results CTA examination showed that 66 patients had vascular injury,bleeding or injury of 167 vessels.DSA examination showed that 66 patients had vascular injury,bleeding or injury of 186 vessels.The detection rate of CTA for positive cases was 97.0%,and the detection rate for vascular injury was 82.8%.The positive predictive value of CTA was 92.2%,the negative predictive value was 97.1%,the sensitivity was 82.8%,and the specificity was 98.8%.Conclusion The diagnostic results of CTA examination for emergency pelvic fracture hemorrhage are highly consistent with DSA,which can provide an important reference for the formulation of treatment plans for patients.
		                        		
		                        		
		                        		
		                        	
3.Study of precise positioning of post-breast conservative surgery radiotherapy placement using laser positioning coordination system in breast cancer patients
Shufeng ZHANG ; Xiaoyu MA ; Xiaoge SUN ; Qian HUI ; E ERDEMUTU ; Congxiu HUANG ; Jiaxing GUO ; Yingna BAO ; Hongwei WANG ; Xiaoli WU
Chinese Journal of Radiation Oncology 2024;33(7):650-654
		                        		
		                        			
		                        			Objective:To compare the positioning errors in tracing the body surface markers between radiotherapy placement with or without using the laser positioning coordination system in post-breast conservative surgery patients, and to verify the clinical value of the laser positioning coordination system.Methods:A total of 45 post-breast-conservative surgery patients who underwent radiotherapy in Department of Radiation Oncology of the Affiliated Hospital of Inner Mongolia Medical University from January 2022 to September 2023 were prospectively collected. In the experimental group 1 ( n=15), the initial version of the laser positioning coordination system was employed to trace the body surface markers. In the experimental group 2 ( n=15), the upgraded version of the laser positioning coordination system was adopted to draw the body surface markers. In the control group ( n=15), the body surface markers were traced with conventional approach. All patients were treated with spiral tomotherapy (TOMO), and the error values in the left and right directions ( X), head and foot directions ( Y), ventral and dorsal directions ( Z), and rotation angles (ROLL) before each radiotherapy were recorded. The differences in the positioning errors among the three groups were analyzed by t-test. Results:The positioning errors in the X, Y, Z directions and ROLL in the experimental group 1 were (3.10±2.43) mm, (4.36±3.45) mm, (2.29±2.49) mm and 0.95°±0.88°, and (2.88±2.28) mm, (3.58±2.95) mm, (2.40±2.54) mm, and 0.70°±0.70° in the experimental group 2, and (4.32±3.48) mm, (5.49±4.74) mm, (2.61±3.38) mm and 1.22°±1.16° in the control group, respectively. Statistical significance was observed in the differences of positioning errors in the X, Y directions and ROLL between the experimental group 1 and control group ( t=4.32, 2.89, 2.78, P < 0.001, =0.004, =0.006), respectively. Statistical significance was detected in the differences of positioning errors in the X, Y directions and ROLL between the experimental group 2 and control group ( t=5.20, 5.14, 5.82, all P<0.001). Statistical significance was noted in the differences of positioning errors in the Y direction and ROLL between the experimental group 1 and 2 ( t=2.58, 3.41, P=0.010, 0.001). Conclusion:The laser positioning coordination system-assisted tracing the body surface marking line can significantly reduce the positioning errors in the X and Y directions and ROLL, and the upgraded version of the laser positioning coordination system can further reduce the positioning errors in the Y direction and ROLL compared with the initial version, which is of high clinical application value.
		                        		
		                        		
		                        		
		                        	
4.Surveillance of antifungal resistance in clinical isolates of Candida spp.in East China Invasive Fungal Infection Group from 2018 to 2022
Dongjiang WANG ; Wenjuan WU ; Jian GUO ; Min ZHANG ; Huiping LIN ; Feifei WAN ; Xiaobo MA ; Yueting LI ; Jia LI ; Huiqiong JIA ; Lingbing ZENG ; Xiuhai LU ; Yan JIN ; Jinfeng CAI ; Wei LI ; Zhimin BAI ; Yongqin WU ; Hui DING ; Zhongxian LIAO ; Gen LI ; Hui ZHANG ; Hongwei MENG ; Changzi DENG ; Feng CHEN ; Na JIANG ; Jie QIN ; Guoping DONG ; Jinghua ZHANG ; Wei XI ; Haomin ZHANG ; Rong TANG ; Li LI ; Suzhen WANG ; Fen PAN ; Jing GAO ; Lu JIANG ; Hua FANG ; Zhilan LI ; Yiqun YUAN ; Guoqing WANG ; Yuanxia WANG ; Liping WANG
Chinese Journal of Infection and Chemotherapy 2024;24(4):402-409
		                        		
		                        			
		                        			Objective To monitor the antifungal resistance of clinical isolates of Candida spp.in the East China region.Methods MALDI-TOF MS or molecular methods were used to re-identify the strains collected from January 2018 to December 2022.Antifungal susceptibility testing was performed using the broth microdilution method.The susceptibility test results were interpreted according to the breakpoints of 2022 Clinical and Laboratory Standards Institute(CLSI)documents M27 M44s-Ed3 and M57s-Ed4.Results A total of 3 026 strains of Candida were collected,65.33%of which were isolated from sterile body sites,mainly from blood(38.86%)and pleural effusion/ascites(10.21%).The predominant species of Candida were Candida albicans(44.51%),followed by Candida parapsilosis complex(19.46%),Candida tropicalis(13.98%),Candida glabrata(10.34%),and other Candida species(0.79%).Candida albicans showed overall high susceptibility rates to the 10 antifungal drugs tested(the lowest rate being 93.62%).Only 2.97%of the strains showed dose-dependent susceptibility(SDD)to fluconazole.Candida parapsilosis complex had a SDD rate of 2.61%and a resistance rate of 9.42%to fluconazole,and susceptibility rates above 90%to other drugs.Candida glabrata had a SDD rate of 92.01%and a resistance rate of 7.99%to fluconazole,resistance rates of 32.27%and 48.24%to posaconazole and voriconazole non-wild-type strains(NWT),respectively,and susceptibility rates above 90%to other drugs.Candida tropicalis had resistance rates of 29.55%and 26.24%to fluconazole and voriconazole,respectively,resistance rates of 76.60%and 21.99%to posaconazole and echinocandins non-wild-type strains(NWT),and a resistance rate of 2.36%to echinocandins.Conclusions The prevalence and species distribution of Candida spp.in the East China region are consistent with previous domestic and international reports.Candida glabrata exhibits certain degree of resistance to fluconazole,while Candida tropicalis demonstrates higher resistance to triazole drugs.Additionally,echinocandins resistance has emerged in Candida albicans,Candida glabrata,Candida tropicalis,and Candida parapsilosis.
		                        		
		                        		
		                        		
		                        	
5.Analysis of temporal trends of the incidence rate of tuberculosis in Shaanxi Province
Hengliang LYU ; Hongwei ZHANG ; Hui CHEN ; Xihao LIU ; Xueli ZHANG ; Xin ZHANG ; Junzhu BAI ; Shumeng YOU ; Yuanyong XU ; Wenyi ZHANG
Chinese Journal of Preventive Medicine 2024;58(11):1659-1664
		                        		
		                        			
		                        			Objective:To analyze the temporal trends of the incidence rate of tuberculosis (TB) in Shaanxi Province and provide a reference for WHO to control the prevalence of TB effectively.Methods:Joinpoint regression was used to analyze the trend of the incidence rate of TB in Shaanxi Province from 2004 to 2022, and the seasonal autoregressive moving average model was used to forecast the incidence rate of TB in Shaanxi Province to 2030.Results:The incidence rate of TB in Shaanxi Province decreased from 90.896/100 000 in 2004 to 35.364/100 000 in 2022, showing a general downward trend (AAPC=-7.72%, P<0.001). From 2014 to 2019, the reduction trend slowed down (APC=-0.69%, P=0.814), of which the largest decline occurred from 2019 to 2022 (APC=-13.26%, P=0.010). The predicted incidence rate of TB in Shaanxi Province from 2020 to 2022 was higher than the reported incidence rate, with the expected incidence rate of 51.342/100 000 in 2022 and 43.468/100 000 in 2030. Conclusion:The incidence rate of TB in Shaanxi Province shows a downward trend from 2004 to 2022, but the decline has shrunk in recent years. It is predicted that the downward trend will continue to slow down by 2030.
		                        		
		                        		
		                        		
		                        	
6.Analysis and summary of clinical characteristics of 289 patients with paroxysmal nocturnal hemoglobinuria in Zhejiang Province
Gaixiang XU ; Weimei JIN ; Baodong YE ; Songfu JIANG ; Chao HU ; Xin HUANG ; Bingshou XIE ; Huifang JIANG ; Lili CHEN ; Rongxin YAO ; Ying LU ; Linjie LI ; Jin ZHANG ; Guifang OUYANG ; Yongwei HONG ; Hongwei KONG ; Zhejun QIU ; Wenji LUO ; Binbin CHU ; Huiqi ZHANG ; Hui ZENG ; Xiujie ZHOU ; Pengfei SHI ; Ying XU ; Jie JIN ; Hongyan TONG
Chinese Journal of Hematology 2024;45(6):549-555
		                        		
		                        			
		                        			Objective:To further improve the understanding of paroxysmal nocturnal hemoglobinuria (PNH), we retrospectively analyzed and summarized the clinical characteristics, treatment status, and survival status of patients with PNH in Zhejiang Province.Methods:This study included 289 patients with PNH who visited 20 hospitals in Zhejiang Province. Their clinical characteristics, comorbidity, laboratory test results, and medications were analyzed and summarized.Results:Among the 289 patients with PNH, 148 males and 141 females, with a median onset age of 45 (16-87) years and a peak onset age of 20-49 years (57.8% ). The median lactic dehydrogenase (LDH) level was 1 142 (604-1 925) U/L. Classified by type, 70.9% (166/234) were classical, 24.4% (57/234) were PNH/bone marrow failure (BMF), and 4.7% (11/234) were subclinical. The main clinical manifestations included fatigue or weakness (80.8%, 235/289), dizziness (73.4%, 212/289), darkened urine color (66.2%, 179/272), and jaundice (46.2%, 126/270). Common comorbidities were hemoglobinuria (58.7% ), renal dysfunction (17.6% ), and thrombosis (15.0% ). Moreover, 82.3% of the patients received glucocorticoid therapy, 70.9% required blood transfusion, 30.7% used immunosuppressive agents, 13.8% received anticoagulant therapy, and 6.3% received allogeneic hematopoietic stem cell transplantation. The 10-year overall survival (OS) rate was 84.4% (95% CI 78.0% -91.3% ) . Conclusion:Patients with PNH are more common in young and middle-aged people, with a similar incidence rate between men and women. Common clinical manifestations include fatigue, hemoglobinuria, jaundice, renal dysfunction, and recurrent thrombosis. The 10-year OS of this group is similar to reports from other centers in China.
		                        		
		                        		
		                        		
		                        	
7.Analysis of temporal trends of the incidence rate of tuberculosis in Shaanxi Province
Hengliang LYU ; Hongwei ZHANG ; Hui CHEN ; Xihao LIU ; Xueli ZHANG ; Xin ZHANG ; Junzhu BAI ; Shumeng YOU ; Yuanyong XU ; Wenyi ZHANG
Chinese Journal of Preventive Medicine 2024;58(11):1659-1664
		                        		
		                        			
		                        			Objective:To analyze the temporal trends of the incidence rate of tuberculosis (TB) in Shaanxi Province and provide a reference for WHO to control the prevalence of TB effectively.Methods:Joinpoint regression was used to analyze the trend of the incidence rate of TB in Shaanxi Province from 2004 to 2022, and the seasonal autoregressive moving average model was used to forecast the incidence rate of TB in Shaanxi Province to 2030.Results:The incidence rate of TB in Shaanxi Province decreased from 90.896/100 000 in 2004 to 35.364/100 000 in 2022, showing a general downward trend (AAPC=-7.72%, P<0.001). From 2014 to 2019, the reduction trend slowed down (APC=-0.69%, P=0.814), of which the largest decline occurred from 2019 to 2022 (APC=-13.26%, P=0.010). The predicted incidence rate of TB in Shaanxi Province from 2020 to 2022 was higher than the reported incidence rate, with the expected incidence rate of 51.342/100 000 in 2022 and 43.468/100 000 in 2030. Conclusion:The incidence rate of TB in Shaanxi Province shows a downward trend from 2004 to 2022, but the decline has shrunk in recent years. It is predicted that the downward trend will continue to slow down by 2030.
		                        		
		                        		
		                        		
		                        	
8.Individualized red-cell transfusion strategy for non-cardiac surgery in adults: a randomized controlled trial.
Ren LIAO ; Jin LIU ; Wei ZHANG ; Hong ZHENG ; Zhaoqiong ZHU ; Haorui SUN ; Zhangsheng YU ; Huiqun JIA ; Yanyuan SUN ; Li QIN ; Wenli YU ; Zhen LUO ; Yanqing CHEN ; Kexian ZHANG ; Lulu MA ; Hui YANG ; Hong WU ; Limin LIU ; Fang YUAN ; Hongwei XU ; Jianwen ZHANG ; Lei ZHANG ; Dexing LIU ; Han HUANG
Chinese Medical Journal 2023;136(23):2857-2866
		                        		
		                        			BACKGROUND:
		                        			Red-cell transfusion is critical for surgery during the peri-operative period; however, the transfusion threshold remains controversial mainly owing to the diversity among patients. The patient's medical status should be evaluated before making a transfusion decision. Herein, we developed an individualized transfusion strategy using the West-China-Liu's Score based on the physiology of oxygen delivery/consumption balance and designed an open-label, multicenter, randomized clinical trial to verify whether it reduced red cell requirement as compared with that associated with restrictive and liberal strategies safely and effectively, providing valid evidence for peri-operative transfusion.
		                        		
		                        			METHODS:
		                        			Patients aged >14 years undergoing elective non-cardiac surgery with estimated blood loss > 1000 mL or 20% blood volume and hemoglobin concentration <10 g/dL were randomly assigned to an individualized strategy, a restrictive strategy following China's guideline or a liberal strategy with a transfusion threshold of hemoglobin concentration <9.5 g/dL. We evaluated two primary outcomes: the proportion of patients who received red blood cells (superiority test) and a composite of in-hospital complications and all-cause mortality by day 30 (non-inferiority test).
		                        		
		                        			RESULTS:
		                        			We enrolled 1182 patients: 379, 419, and 384 received individualized, restrictive, and liberal strategies, respectively. Approximately 30.6% (116/379) of patients in the individualized strategy received a red-cell transfusion, less than 62.5% (262/419) in the restrictive strategy (absolute risk difference, 31.92%; 97.5% confidence interval [CI]: 24.42-39.42%; odds ratio, 3.78%; 97.5% CI: 2.70-5.30%; P <0.001), and 89.8% (345/384) in the liberal strategy (absolute risk difference, 59.24%; 97.5% CI: 52.91-65.57%; odds ratio, 20.06; 97.5% CI: 12.74-31.57; P <0.001). No statistically significant differences were found in the composite of in-hospital complications and mortality by day 30 among the three strategies.
		                        		
		                        			CONCLUSION:
		                        			The individualized red-cell transfusion strategy using the West-China-Liu's Score reduced red-cell transfusion without increasing in-hospital complications and mortality by day 30 when compared with restrictive and liberal strategies in elective non-cardiac surgeries.
		                        		
		                        			TRIAL REGISTRATION
		                        			ClinicalTrials.gov, NCT01597232.
		                        		
		                        		
		                        		
		                        			Humans
		                        			;
		                        		
		                        			Adult
		                        			;
		                        		
		                        			Postoperative Complications
		                        			;
		                        		
		                        			Erythrocyte Transfusion/adverse effects*
		                        			;
		                        		
		                        			Blood Transfusion
		                        			;
		                        		
		                        			Hospitals
		                        			;
		                        		
		                        			Hemoglobins/analysis*
		                        			
		                        		
		                        	
9.Application of "three-dimensional knowledge-objective" teaching combined with immersive clinical experience in nursing practice teaching in the operating room of department of ophthalmology and otorhinolaryngology
Feng JIN ; Hui WANG ; Yinglan PIAO ; Jing YU ; Chang ZHANG ; Jingling YAN ; Ning LU ; Hongwei LIU
Chinese Journal of Medical Education Research 2023;22(7):1116-1120
		                        		
		                        			
		                        			Objective:To investigate the application of "three-dimensional knowledge-objective" teaching combined with immersive clinical experience in nursing practice teaching in the operating room of department of ophthalmology and otorhinolaryngology.Methods:A total of 86 nursing students who received practice teaching in the operating room of Department of Ophthalmology and Otorhinolaryngology in our hospital were selected as research subjects and were divided into control group and observation group using a simple random number table, with 43 students in each group. The students in the control group received traditional teaching, and those in the observation group received "three-dimensional knowledge-objective" teaching and immersive clinical experience. The two groups were assessed in terms of the effectiveness of classroom teaching, nursing quality score, and the score of the ability to handle nurse-patient dispute. SPSS 22.0 was used to perform the chi-square test and the t-test. Results:After training, both groups had significant increases in the scores of basic nursing, specialized nursing, equipment management, equipment coordination ability, patrol coordination ability, and document recording ability and the total score of all dimensions, and the observation group had significantly higher scores than the control group ( P<0.05). After training, both groups had significant increases in the scores of dispute identification ability, the ability of emergency response to dispute, nurse-patient communication skills, the awareness of nursing laws and regulations, and psychological stress adjustment ability and the total score of all dimensions, and the observation group had significantly higher scores than the control group ( P<0.05). Conclusion:In the nursing practice teaching in the operating room of the department of ophthalmology and otorhinolaryngology, "three-dimensional knowledge-objective" teaching combined with immersive clinical experience can improve the effectiveness of classroom teaching, enhance nursing quality, and strengthen the ability to handle nurse-patient dispute.
		                        		
		                        		
		                        		
		                        	
10.Dose distribution prediction of breast-conserving postoperative intensity-modulated radiotherapy for breast cancer based on deep learning
Hongwei LI ; Ming HAN ; Yilong SHI ; Hui YAO ; Ge MENG
Chinese Journal of Radiological Medicine and Protection 2023;43(10):779-783
		                        		
		                        			
		                        			Objective:To develop the method based on deep learning to predict the dose distribution of breast-conserving postoperative intensity-modulated radiotherapy(IMRT) for breast cancer, and to evaluate accuracy of the prediction model.Methods:The data of 110 left-sided breast-conserving postoperative IMRT for breast cancer patients were reviewed, among them, 80 cases were randomly selected for training set, 10 cases for validation set and the remaining 20 cases were used as test set.Firstly, the four-channel characteristics of the patients′ computed tomography(CT) images, regions of interest, distances between voxel and planning target volume(PTV), and corresponding dose distributions were taken as input data.The established U-Net was used for training and obtaining prediction model which was utilized to perform dose prediction on the test set, in order to verify the influence of the features of distance between voxel and PTV in dose prediction, and to compare the dose prediction result with the actual manual planned dose.Results:By incorporating the features of distance between voxel and PTV, the model achieved higher accuracy in predicting the dose distribution.The dose scores and dose volume histogram(DVH) scores of the testing set, consisting of 20 patients, were 2.10±0.18 and 2.28±0.08, respectively, and the predicted dose distribution was closer to the manually planned distribution( t=2.52, 2.40, P<0.05). The deviation between the predicted doses of the PTV and the organ at risk (OAR) and the manually planned doses were within 4%, the average dose to the contralateral breast was increased by 13 cGy, all of them within the clinically acceptable range. Except for the statistically significant differences in D2, D98( Di represents the dose received by i%of the PTV volume), Dmean(mean dose) of PTV 60 and V5( Vi was the volume percentage of OAR receiving i Gy dose.), Dmeanof the ipsilateral lung ( t=3.74, 2.91, 2.99, 3.47, 2.29, P < 0.05), there were no statistically significant differences in other parameters. Conclusions:The deep learning-based method can accurately predict the dose distribution of breast-conserving postoperative IMRT for breast cancer, and it has been proven through experiments that by incorporating the features of distance between voxel and PTV can effectively improve the prediction accuracy, which helps physicists to improve the quality and consistency of treatment planning.
		                        		
		                        		
		                        		
		                        	
            
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