1.Development and verification of prediction model for influencing factors of myopia among primary and middle school students based on machine learning
Xiaocheng GU ; Xinli CHEN ; Jian CHEN ; Cong MENG ; Haiping DUAN
International Eye Science 2025;25(2):328-336
AIM: To screen and analyze the influencing factors of myopia among primary and secondary school students and establish a predictive model to provide ideas for the prevention and control measures of myopia among children and adolescents.METHODS:A total of 1 759 primary and secondary school students from 2 primary schools, 2 junior high schools, 2 senior high schools and 1 vocational high school in the urban area of Qingdao were sampled by means of stratified cluster sampling in September 2023. Vision screening and a questionnaire survey on influencing factors were carried out based on machine learning algorithms. The screening and determination were mainly conducted in accordance with the Standard Logarithmic Visual Acuity Chart(GB/T11533-2011)and the Specifications for Screening Myopia in Children and Adolescents. The influencing factors of myopia were analyzed and a prediction model was developed based on the machine learning algorithms LASSO in combination with XGBoost, and visualization was achieved through an interactive Nomogram. Statistical analysis was performed using R statistical software version 4.3.3.RESULTS:The screening prevalence of myopia among primary and secondary school students in the urban area of Qingdao was 70.61%(1 242 cases). The optimal predictive variables for screening were grade, gender, whether parents were myopic, daily indoor sedentary time, appropriate distance between eyes and books during reading and writing, daily sleep time, distance between eyes and TV screen when watching TV/playing video games exceeding 3 meters, the playground during breaks, total duration of tutorial classes, how often eyes are rested during near work, daily computer usage time, and average daily homework time after school, totaling 12 influencing factors. The AUCs of the training set and test set were 0.770(95%CI:0.751-0.789)and 0.732(95%CI:0.714-0.750), respectively.CONCLUSION: A machine learning-based prediction model was developed and validated to predict the risk of myopia onset in primary and secondary school students, accompanied by effective visualization techniques.
2.Clinical relevance of distolingual roots and periodontal status in mandibular first molars:a cross-sectional study employing CBCT analysis
MAO FEIFEI ; WANG MENG ; ZHOU SHUAI ; ZHAO YAN ; HUANG JIAPING ; YIN FENGYING ; YANG HAIPING ; DING PEI-HUI
Journal of Zhejiang University. Science. B 2024;25(3):244-253,中插11
Objectives:Distolingual root of the permanent mandibular first molar(PMFM-DLR)has been frequently reported,which may complicate the treatment of periodontitis.This study aimed to assess the morphological features of PMFM-DLR and investigate the correlation between the morphological features of PMFM-DLR and periodontal status in patients with Eastern Chinese ethnic background.Materials and methods:A total of 836 cone beam computed tomography(CBCT)images with 1497 mandibular first molars were analyzed to observe the prevalence of PMFM-DLR at the patients and tooth levels in Eastern China.Among them,complete periodontal charts were available for 69 Chinese patients with 103 teeth.Correlation and regression analyses were used to evaluate the correlation between the morphological features of DLR,bone loss,and periodontal clinical parameters,including clinical attachment loss(CAL),probing pocket depth(PPD),gingival recession(GR),and furcation involvement(FI).Results:The patient-level prevalence and tooth-level prevalence of DLR in mandibular first molars were 29.4%and 26.3%,respectively.Multiple linear regression analysis suggested that bone loss at the lingual site and CAL were negatively affected by the angle of separation between distolingual and mesial roots in the transverse section,while they were significantly influenced by age and the angle of separation between distobuccal and mesial roots in the coronal section.Conclusions:The prevalence of PMFM-DLR in Eastern China was relatively high in our cohort.The morphological features of DLR were correlated with the periodontal status of mandibular first molars.This study provides critical information on the morphological features of DLR for improved diagnosis and treatment options of mandibular molars with DLR.
3.Safety of high-carbohydrate fluid diet 2 h versus overnight fasting before non-emergency endoscopic retrograde cholangiopancreatography: A single-blind, multicenter, randomized controlled trial
Wenbo MENG ; W. Joseph LEUNG ; Zhenyu WANG ; Qiyong LI ; Leida ZHANG ; Kai ZHANG ; Xuefeng WANG ; Meng WANG ; Qi WANG ; Yingmei SHAO ; Jijun ZHANG ; Ping YUE ; Lei ZHANG ; Kexiang ZHU ; Xiaoliang ZHU ; Hui ZHANG ; Senlin HOU ; Kailin CAI ; Hao SUN ; Ping XUE ; Wei LIU ; Haiping WANG ; Li ZHANG ; Songming DING ; Zhiqing YANG ; Ming ZHANG ; Hao WENG ; Qingyuan WU ; Bendong CHEN ; Tiemin JIANG ; Yingkai WANG ; Lichao ZHANG ; Ke WU ; Xue YANG ; Zilong WEN ; Chun LIU ; Long MIAO ; Zhengfeng WANG ; Jiajia LI ; Xiaowen YAN ; Fangzhao WANG ; Lingen ZHANG ; Mingzhen BAI ; Ningning MI ; Xianzhuo ZHANG ; Wence ZHOU ; Jinqiu YUAN ; Azumi SUZUKI ; Kiyohito TANAKA ; Jiankang LIU ; Ula NUR ; Elisabete WEIDERPASS ; Xun LI
Chinese Medical Journal 2024;137(12):1437-1446
Background::Although overnight fasting is recommended prior to endoscopic retrograde cholangiopancreatography (ERCP), the benefits and safety of high-carbohydrate fluid diet (CFD) intake 2 h before ERCP remain unclear. This study aimed to analyze whether high-CFD intake 2 h before ERCP can be safe and accelerate patients’ recovery.Methods::This prospective, multicenter, randomized controlled trial involved 15 tertiary ERCP centers. A total of 1330 patients were randomized into CFD group ( n = 665) and fasting group ( n = 665). The CFD group received 400 mL of maltodextrin orally 2 h before ERCP, while the control group abstained from food/water overnight (>6 h) before ERCP. All ERCP procedures were performed using deep sedation with intravenous propofol. The investigators were blinded but not the patients. The primary outcomes included postoperative fatigue and abdominal pain score, and the secondary outcomes included complications and changes in metabolic indicators. The outcomes were analyzed according to a modified intention-to-treat principle. Results::The post-ERCP fatigue scores were significantly lower at 4 h (4.1 ± 2.6 vs. 4.8 ± 2.8, t = 4.23, P <0.001) and 20 h (2.4 ± 2.1 vs. 3.4 ± 2.4, t= 7.94, P <0.001) in the CFD group, with least-squares mean differences of 0.48 (95% confidence interval [CI]: 0.26–0.71, P <0.001) and 0.76 (95% CI: 0.57–0.95, P <0.001), respectively. The 4-h pain scores (2.1 ± 1.7 vs. 2.2 ± 1.7, t = 2.60, P = 0.009, with a least-squares mean difference of 0.21 [95% CI: 0.05–0.37]) and positive urine ketone levels (7.7% [39/509] vs. 15.4% [82/533], χ2 = 15.13, P <0.001) were lower in the CFD group. The CFD group had significantly less cholangitis (2.1% [13/634] vs. 4.0% [26/658], χ2 = 3.99, P = 0.046) but not pancreatitis (5.5% [35/634] vs. 6.5% [43/658], χ2 = 0.59, P = 0.444). Subgroup analysis revealed that CFD reduced the incidence of complications in patients with native papilla (odds ratio [OR]: 0.61, 95% CI: 0.39–0.95, P = 0.028) in the multivariable models. Conclusion::Ingesting 400 mL of CFD 2 h before ERCP is safe, with a reduction in post-ERCP fatigue, abdominal pain, and cholangitis during recovery.Trail Registration::ClinicalTrials.gov, No. NCT03075280.
4.Clinical characteristics of choledocholithiasis combined with periampullary diverticulum and influencing factor analysis for difficult cannulation of endoscopic retrograde cholangiopan-creatography: a report of 1 920 cases
Ping YUE ; Zhenyu WANG ; Leida ZHANG ; Hao SUN ; Ping XUE ; Wei LIU ; Qi WANG ; Jijun ZHANG ; Xuefeng WANG ; Meng WANG ; Yingmei SHAO ; Kailin CAI ; Senlin HOU ; Kai ZHANG ; Qiyong LI ; Lei ZHANG ; Kexiang ZHU ; Haiping WANG ; Ming ZHANG ; Xiangyu SUN ; Zhiqing YANG ; Jie TAO ; Zilong WEN ; Qunwei WANG ; Bendong CHEN ; Yingkai WANG ; Mingning ZHAO ; Ruoyan ZHANG ; Tiemin JIANG ; Ke LIU ; Lichao ZHANG ; Kangjie CHEN ; Xiaoliang ZHU ; Hui ZHANG ; Long MIAO ; Zhengfeng WANG ; Jiajia LI ; Xiaowen YAN ; Ling'en ZHANG ; Fangzhao WANG ; Wence ZHOU ; Wenbo MENG ; Xun LI
Chinese Journal of Digestive Surgery 2023;22(1):113-121
Objective:To investigate the clinical characteristics of choledocholithiasis com-bined with periampullary diverticulum and influencing factor for difficult cannulation of endoscopic retrograde cholangiopancreatography (ERCP).Methods:The retrospective case-control study was conducted. The clinical data of 1 920 patients who underwent ERCP for choledocholithiasis in 15 medical centers, including the First Hospital of Lanzhou University, et al, from July 2015 to December 2017 were collected. There were 915 males and 1 005 females, aged (63±16)years. Of 1 920 patients, there were 228 cases with periampullary diverticulum and 1 692 cases without periampullary diverticulum. Observation indicators: (1) clinical characteristics of patients with choledocholithiasis; (2) intraoperative and postoperative situations of patients undergoing ERCP for choledocholithiasis; (3) influencing factor analysis for difficult cannulation in patients undergoing ERCP for choledocholithiasis. 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(range) or M( Q1, Q3), and com-parison between groups was conducted using the Wilcoxon rank sum test. Count data were described as absolute numbers or percentages, and comparison between groups was conducted using the chi-square test or Fisher exact probability. The Logistic regression model was used for univariate and multivariate analyses. Results:(1) Clinical characteristics of patients with choledocholithiasis. Age, body mass index, cases with complications as chronic obstructive pulmonary disease, diameter of common bile duct, cases with diameter of common bile duct as <8 mm, 8?12 mm, >12 mm, diameter of stone, cases with number of stones as single and multiple were (69±12)years, (23.3±3.0)kg/m 2, 16, (14±4)mm, 11, 95, 122, (12±4)mm, 89, 139 in patients with choledocholithiasis combined with periampullary diverticulum, versus (62±16)years, (23.8±2.8)kg/m 2, 67, (12±4)mm, 159, 892, 641, (10±4)mm, 817, 875 in patients with choledocholithiasis not combined with periampullary diver-ticulum, showing significant differences in the above indicators between the two groups ( t=?7.55, 2.45, χ2=4.54, t=?4.92, Z=4.66, t=?7.31, χ2=6.90, P<0.05). (2) Intraoperative and postoperative situations of patients undergoing ERCP for choledocholithiasis. The balloon expansion diameter, cases with intraoperative bleeding, cases with hemorrhage management of submucosal injection, hemostatic clip, spray hemostasis, electrocoagulation hemostasis and other treatment, cases with endoscopic plastic stent placement, cases with endoscopic nasal bile duct drainage, cases with mechanical lithotripsy, cases with stone complete clearing, cases with difficult cannulation, cases with delayed intubation, cases undergoing >5 times of cannulation attempts, cannulation time, X-ray exposure time, operation time were 10.0(range, 8.5?12.0)mm, 56, 6, 5, 43, 1, 1, 52, 177, 67, 201, 74, 38, 74, (7.4±3.1)minutes, (6±3)minutes, (46±19)minutes in patients with choledocholithiasis combined with periampullary diverticulum, versus 9.0(range, 8.0?11.0)mm, 243, 35, 14, 109, 73, 12, 230, 1 457, 167, 1 565, 395, 171, 395, (6.6±2.9)minutes, (6±5)minutes, (41±17)minutes in patients with choledocholithiasis not combined with periampullary diverticulum, showing significant differences in the above indicators between the two groups ( Z=6.31, χ2=15.90, 26.02, 13.61, 11.40, 71.51, 5.12, 9.04, 8.92, 9.04, t=?3.89, 2.67, ?3.61, P<0.05). (3) Influencing factor analysis for difficult cannulation in patients undergoing ERCP for choledocholithiasis. Results of multivariate analysis showed total bilirubin >30 umol/L, number of stones >1, combined with periampullary diverticulum were indepen-dent risk factors for difficult cannulation in patients with periampullary diverticulum who underwent ERCP for choledocholithiasis ( odds ratio=1.31, 1.48, 1.44, 95% confidence interval as 1.06?1.61, 1.20?1.84, 1.06?1.95, P<0.05). Results of further analysis showed that, of 1 920 patients undergoing ERCP for choledocholithiasis, the incidence of postoperative pancreatitis was 17.271%(81/469) and 8.132%(118/1 451) in the 469 cases with difficult cannulation and 1 451 cases without difficult cannula-tion, respectively, showing a significant difference between them ( χ2=31.86, P<0.05). In the 1 692 patients with choledocholithiasis not combined with periampullary diverticulum, the incidence of postopera-tive pancreatitis was 17.722%(70/395) and 8.250%(107/1 297) in 395 cases with difficult cannula-tion and 1 297 cases without difficult cannulation, respectively, showing a significant difference between them ( χ2=29.00, P<0.05). In the 228 patients with choledocholithiasis combined with peri-ampullary diverticulum, the incidence of postoperative pancreatitis was 14.865%(11/74) and 7.143%(11/154) in 74 cases with difficult cannulation and 154 cases without difficult cannulation, respectively, showing no significant difference between them ( χ2=3.42, P>0.05). Conclusions:Compared with patients with choledocholithiasis not combined with periampullary divertioulum, periampullary divertioulum often occurs in choledocholithiasis patients of elderly and low body mass index. The proportion of chronic obstructive pulmonary disease is high in choledocholithiasis patients with periampullary diverticulum, and the diameter of stone is large, the number of stone is more in these patients. Combined with periampullary diverticulum will increase the difficult of cannulation and the ratio of patient with mechanical lithotripsy, and reduce the ratio of patient with stone complete clearing without increasing postoperative complications of choledocholithiasis patients undergoing ERCP. Total bilirubin >30 μmol/L, number of stones >1, combined with periampullary diverticulum are independent risk factors for difficult cannulation in patients of periampullary diverticulum who underwent ERCP for choledocholithiasis.
5.Policy analysis on the function orientation and development of infectious disease hospitals in China
Yueli MENG ; Kun WANG ; Haiping DU ; Yanmei LI ; Ayan MAO ; Guanglin LI ; Wuqi QIU
Chinese Journal of Hospital Administration 2023;39(12):906-911
Objective:To analyze the policy tools designed for function orientation and development of China′s infectious disease hospitals, in order to provide references for formulating and optimizing the functional implementation and sustainable development policies of these hospitals.Methods:Consulting the website of Peking University Law and official websites on health, and using such keywords as " medical institutions, infectious diseases, hospitals for infectious diseases, public health emergencies, specialized hospitals", and searching the national policy texts on the functions and development of infectious disease hospitals issued from December 1991 to January 2023. By means of Rothwell and Zegveld′s policy tool classification method, Nvivo 11 Pro software was used to analyze the text content from the dimensions of demand-type, supply-type, and environmental-type policy tools.Results:A total of 41 policy texts were included and 204 codes were obtained through text analysis. Of all the tools, environmental and supply-oriented policy tools were used the most, being 104 (50.99%) and 95 (46.56%) respectively, while demand-oriented policy tools were used the least, only 5 (2.45%). Of all the environmental-oriented policy tools, " goal planning" was the most used, being 34 (16.67%), while " publicity and guidance" was less used, only 4 (1.96%). Among the supply-oriented policy tools, " clarifying the reporting and handling service functions of public health emergencies" was the most widely used, being 34 (16.67%), while " Informationization" and " infrastructure construction" was less used, being 8 (3.92%) and 6 (2.94%) respectively. Few of the demand-oriented policy tools were in use, as " government purchase" and " medical insurance support" were both 2 (0.98% each), and " social medical care" was only 1 (0.49%).Conclusions:The distribution of three types of policy tools for function and development of infectious disease hospitals is unbalanced, the use of environmental and supply-oriented policy tools is excessive and internal structure is unbalanced. The proportion of environmental-oriented policy tools needs to be adjusted, and the frequency of use of supporting tools such as relevant standards, norms, incentives, supervision and publicity should be increased. Supply-oriented policies need to be further optimized, especially in terms of personnel training, funding, information technology and infrastructure construction. Demand-oriented policy tools are seriously underused and need to be further developed.
6.The comparison between endoscopic and surgical treatment of delayed iatrogenic bile duct injury by propensity score matching
Hengtong HAN ; Ping YUE ; Wenbo MENG ; Lei ZHANG ; Kexiang ZHU ; Xiaoliang ZHU ; Long MIAO ; Zhengfeng WANG ; Haiping WANG ; Xun LI
Chinese Journal of Surgery 2023;61(10):871-879
Objective:To compare the safety and clinical efficacy of endoscopic and surgical treatment of patients with delayed iatrogenic bile duct injury (DBDI) with severity (SG) grade 1 to 2.Methods:The clinical data of 129 patients with SG grade 1 to 2 DBDI who received endoscopic or surgical treatment in the First Hospital of Lanzhou University from November 2007 to November 2021 were retrospectively collected. There were 46 males and 83 females,aged ( M(IQR)) 54(22)years(range: 21 to 82 years). The baseline data of the two groups were matched 1∶1 by propensity score matching(caliper value was 0.2). Independent sample t test,rank sum test, χ2 test or Fisher exact probability test were used to analyze the data of the two matched groups. Results:There were 48 patients in each of the endoscopic treatment and surgical groups after matching,and there was no difference in general information between the two groups(both P>0.05). The bile duct injury-repair interval and intraoperative anesthesia complications were not statistically significant between the two groups after matching(all P>0.05). Compared with the surgical group, patients in the endoscopic treatment group had significantly shorter operative time(50 (30) minutes vs. 185 (100) minutes, Z=7.675, P<0.01) and postoperative hospital stay(5 (5) days vs. 12 (7) days, Z=5.848, P<0.01).For safety,there was no statistical difference in the incidence of immediate postoperative complications between the two groups with Clavien-Dindo classification of surgical complications<Ⅲ;the incidence of serious postoperative complications (Clavien-Dindo classification of surgical complications≥Ⅲ) was significantly higher in the surgical group than in the endoscopic treatment group( P=0.012). The incidence of long-term postoperative complications was not statistically different between the two groups(28.1% vs. 20.7%, P=0.562). In terms of efficacy,the postoperative liver function indexes of patients in both groups improved significantly compared with the preoperative period and returned to normal or near normal levels; the postoperative infection indexes of both groups showed an increasing trend,but were within the normal range. Of the 96 patients in both groups,61 obtained follow-up,and the follow-up time was (89.4±48.0)months(range: 3 to 165 months),and there was no statistical difference between the two groups( P=0.079). The probability of excellent long-term follow-up (78.1% vs. 86.2%) was not statistically different between the two groups( P=0.412).In patients with Strasberg-Bismuth type E1,the probability of excellent long-term follow-up was higher in the endoscopic treatment group compared with the surgical group(13/14 vs. 2/5, P=0.037). Conclusions:For DBDI patients with SG grade 1 to 2 and bile duct continuity,endoscopy can be used as the first deterministic treatment. The advantages of endoscopic therapy compared to surgery are the lower incidence of postoperative serious complications,and the shorter duration of surgery and postoperative hospital stay.
7.The comparison between endoscopic and surgical treatment of delayed iatrogenic bile duct injury by propensity score matching
Hengtong HAN ; Ping YUE ; Wenbo MENG ; Lei ZHANG ; Kexiang ZHU ; Xiaoliang ZHU ; Long MIAO ; Zhengfeng WANG ; Haiping WANG ; Xun LI
Chinese Journal of Surgery 2023;61(10):871-879
Objective:To compare the safety and clinical efficacy of endoscopic and surgical treatment of patients with delayed iatrogenic bile duct injury (DBDI) with severity (SG) grade 1 to 2.Methods:The clinical data of 129 patients with SG grade 1 to 2 DBDI who received endoscopic or surgical treatment in the First Hospital of Lanzhou University from November 2007 to November 2021 were retrospectively collected. There were 46 males and 83 females,aged ( M(IQR)) 54(22)years(range: 21 to 82 years). The baseline data of the two groups were matched 1∶1 by propensity score matching(caliper value was 0.2). Independent sample t test,rank sum test, χ2 test or Fisher exact probability test were used to analyze the data of the two matched groups. Results:There were 48 patients in each of the endoscopic treatment and surgical groups after matching,and there was no difference in general information between the two groups(both P>0.05). The bile duct injury-repair interval and intraoperative anesthesia complications were not statistically significant between the two groups after matching(all P>0.05). Compared with the surgical group, patients in the endoscopic treatment group had significantly shorter operative time(50 (30) minutes vs. 185 (100) minutes, Z=7.675, P<0.01) and postoperative hospital stay(5 (5) days vs. 12 (7) days, Z=5.848, P<0.01).For safety,there was no statistical difference in the incidence of immediate postoperative complications between the two groups with Clavien-Dindo classification of surgical complications<Ⅲ;the incidence of serious postoperative complications (Clavien-Dindo classification of surgical complications≥Ⅲ) was significantly higher in the surgical group than in the endoscopic treatment group( P=0.012). The incidence of long-term postoperative complications was not statistically different between the two groups(28.1% vs. 20.7%, P=0.562). In terms of efficacy,the postoperative liver function indexes of patients in both groups improved significantly compared with the preoperative period and returned to normal or near normal levels; the postoperative infection indexes of both groups showed an increasing trend,but were within the normal range. Of the 96 patients in both groups,61 obtained follow-up,and the follow-up time was (89.4±48.0)months(range: 3 to 165 months),and there was no statistical difference between the two groups( P=0.079). The probability of excellent long-term follow-up (78.1% vs. 86.2%) was not statistically different between the two groups( P=0.412).In patients with Strasberg-Bismuth type E1,the probability of excellent long-term follow-up was higher in the endoscopic treatment group compared with the surgical group(13/14 vs. 2/5, P=0.037). Conclusions:For DBDI patients with SG grade 1 to 2 and bile duct continuity,endoscopy can be used as the first deterministic treatment. The advantages of endoscopic therapy compared to surgery are the lower incidence of postoperative serious complications,and the shorter duration of surgery and postoperative hospital stay.
8.Influencing factors for endoscopic retrograde cholangiopancreatography-related adverse events in novice trainees and establishment of its prediction model: a prospective study
Yuhu MA ; Ping YUE ; Man YANG ; Haoran LIU ; Jinduo ZHANG ; Haiping WANG ; Fangzhao WANG ; Wenbo MENG ; W. Joseph LEUNG ; Xun LI
Chinese Journal of Digestive Surgery 2022;21(7):892-900
Objective:To investigate the influencing factors for endoscopic retrograde cholangiopancreatography (ERCP)-related adverse events in novice trainees and establishment of its prediction model.Methods:The prospective study was conducted. The clinical data of 12 novice trainees of ERCP in the First Hospital of Lanzhou University from July 2016 to July 2019 were selected. The operation was performed by 12 novice trainees of ERCP under the guidance of the endoscopic experts. Observation indicators: (1) ERCP-related adverse events in novice trainees; (2) analysis of influencing factors for ERCP-related adverse events in novice trainees; (3) establishment of a prediction model for ERCP-related adverse events in novice trainees. Measurement data with normal distribution were represented as Mean± SD, and comparison between groups was analyzed by the t test. Measurement data with skewed distribution were represented as M(range), and com-parison between groups was analyzed by the Mann-Whitney U test. Count data were expressed as absolute numbers or percentages, and comparison between groups was analyzed by the chi-square test. The Logistic regression model was used for univariate and multivariate analyses. The regression coefficients were used to construct a prediction model. The receiver operating characteristic curve was drawn, and the area under curve was used to evaluate the predictive ability. Results:(1) ERCP-related adverse events in novice trainees. Of the 300 patients with ERCP operated by 12 novice trainees, 52 cases had ERCP-related adverse events and 248 cases had no ERCP-related adverse events. Cases in grade 1?2 or grade 3?4 of ERCP difficulty classification, score for intubation time, score for cannulation time, cases with or without completion of the cannulation, cases with or with-out basket stone removal, cases with or without stenosis expansion, score for contrast-enhanced interpretation, score for implementation of reasonable treatment and score for expected purpose reached were 22, 30, 8(range, 5?10), 20(rang, 9?20), 24, 28, 11, 41, 0, 52, 39±17, 39±19 and 44±23 for novice trainees with ERCP-related adverse events, versus 146, 102, 6(range, 4?9), 12(range, 8?20), 163, 85, 94, 154, 20, 228, 52±22, 80±20, 52±23 for novice trainees without ERCP-related adverse events, showing significant differences in the above indicators between them ( χ2=4.79, Z=?2.46, ?2.72, χ2=7.01, 5.30, 4.49, t=?4.00, ?2.97, ?2.29, P<0.05). (2) Analysis of influencing factors for ERCP-related adverse events in novice trainees. Results of univariate analysis showed that the diffi-culty classification of ERCP, intubation time, cannulation time, completion of cannulation, basket stone extraction, contrast-enhanced interpretation, implementation of reasonable treatment and expected purpose reached were related factors for ERCP-related adverse events in novice trainees ( odds ratio=1.95, 1.11, 1.08, 0.45, 0.44, 0.97, 0.98, 0.98, 95% confidence intervals as 1.07?3.58, 1.02?1.22, 1.02?1.14, 0.24?0.82, 0.22?0.90, 0.96?0.99, 0.96?0.99, 0.97?1.00, P<0.05). Results of multi-variate analysis showed that difficulty classification of ERCP and contrast-enhanced interpretation were independent influencing factors for ERCP-related adverse events in novice trainees ( odds ratio=2.08, 0.95, 95% confidence intervals as 1.10?3.96, 0.92?0.99, P<0.05). (3) Establishment of a predic-tion model for ERCP-related adverse events in novice trainees. According to the important outcome indicators of clinical training and results of multivariate analysis, 4 indicators including difficulty classification of ERCP, intubation time, cannulation time and contrast-enhanced interpretation were included to establish a prediction model for ERCP-related adverse events in novice trainees, which indicated that trainees with the predicted score >0.4 were in high risk of ERCP-related adverse events. The area under receiver operating characteristic curve of the prediction model was 0.72(95% confidence interval as 0.65?0.79, P<0.05), with the best cut-off value as 0.40, the sensitivity as 76.9% and the specificity as 63.3%. Conclusion:The difficulty classification of ERCP and contrast-enhanced interpretation are independent influencing factors for ERCP-related adverse events in novice trainees. Novice trainees with a predicted score >0.4 are high-risk groups of ERCP-related adverse events.
9.Development of a cell-based diagnostic system for vitamin K-dependent coagulation factor deficiency 1.
Wenwen GAO ; Hongli LIU ; Gaigai SU ; Yaqi XU ; Yiyi WANG ; Longteng CUI ; Rong HUANG ; Haiping YANG ; Meng GAO ; Shoumin XI ; Guomin SHEN
Chinese Journal of Medical Genetics 2020;37(8):811-814
OBJECTIVE:
To develop a cell-based system for the diagnosis of vitamin K-dependent coagulation factor deficiency 1 (VKCFD1).
METHODS:
In HEK293 cells stably expressing the reporter gene FIX-Gla-PC, the gamma-glutamyl carboxylase (GGCX) gene was knocked out by using CRISPR/Cas9 technology. Enzyme-linked immunosorbent assay (ELISA), DNA sequencing and Western blotting were used to identify the GGCX gene knockout cells. A quickchange point variant method was used to construct the GGCX variant. ELISA was used to assess the influence of GGCX variant on the activity of reporter gene.
RESULTS:
Two monoclonal cell lines with no reporter activity by ELISA was identified. Edition and knockout of the GGCX gene was confirmed by DNA sequencing and Western blotting. The activity of the reporter gene was recovered by transfection of the wild-type GGCX gene. Thereby two monoclonal cells with GGCX knockout were obtained. By comparing the wild-type and pathogenic GGCX variants, the reporter activity was decreased in the pathogenic variants significantly.
CONCLUSION
A cell-based system for the detection of GGCX activity was successfully developed, which can be used for the diagnosis of VKCFD1 caused by GGCX variants.
10. The clinical outcomes of percutaneous self-expanding forceful reduction screw system for the treatment of thoracolumbar fracture with severe loss of vertebral height
Biao WANG ; Jian CHEN ; Haiping ZHANG ; Simin HE ; Qinpeng ZHAO ; Lingbo KONG ; Yuhang WANG ; Hailan MENG ; Dingjun HAO
Chinese Journal of Orthopaedics 2019;39(24):1514-1522
Objective:
To explore the safety and effectiveness of a novel percutaneous self-expanding forceful reduction screw system in the treatment of thoracolumbar fracture with severe vertebral height loss.
Methods:
Thirty-eight patients of thoracolumbar fracture with more than 50%vertebral height loss were treated with the novel percutaneous self-expanding forceful reduction screw between March 2014 and June 2015. The screw system is a single plane screw with a reduction angle of 0,3,6,9 degrees. During the operation, the fracture vertebral body was automatically restored during the locking process of the top cap. All the patients were single vertebral fractures. Percutaneous screw fixation and reduction was used in the operation. Two groups of screws were used to fix the two adjacent vertebrae of the injured vertebra and to restore the injured vertebral body, without fusion treatment. The vertebral body index (VBI), height of the anterior margin of fractured vertebra (HAMFV), vertebral body angle (VBA), bisegmental Cobb angle (BCA), visual analog scale (VAS) and Oswestry disability index (ODI) of the patients before and after operation, 6 months after operation, and at the end of the follow-up were compared. The scoring results were compared using a

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