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Background Aedes albopictus is the dominant mosquito species in residential areas in Shanghai. There are many types of small containers with accumulated water in residential areas, providing a large number of breeding environments for Aedes alpopicuts and leading to an increasing transmission risk of mosquito-borne diseases. Objective To use random forest to predict breeding of Aedes mosquitoes in small aquatic container habitat in two concentrated reconstruction communities of rural areas in Shanghai, and to understand associated influence of environmental factors on the breeding of Aedes mosquitoes in the process of urbanization.Methods Small-scale habitat surveys of Aedes mosquitoes were carried out in two suburb concentrated reconstruction communities (Community A and B) in Shanghai, and the environment where the habitat was located was recorded and analyzed in both communities. The habitat where eggs, larvae, or pupae were found was recorded as positive. Spatial weight matrix was applied on a household basis, and global Moran's I index was used to carry out spatial autocorrelation analysis on the small-scale habitat and positive habitat in the environment of the two communities. When Moran's I is greater than 0, it means that the data present a positive spatial correlation; when Moran's I is less than 0, it means that the data are spatially negatively correlated; when Moran's I is 0, the spatial distribution is random. Combining the results of P and Z values, we explored the spatial distribution characteristics of small-scale habitat and positive habitat in the community environment. Random forest algorithm in machine learning was used to classify and sort environmental-related factors, and predict the breeding of Aedes mosquitoes in small aquatic habitat; receiver operating characteristic (ROC) curve was used to carry out model fitting evaluation. Results The environmental factors including building location (χ2=23.35, P<0.001), open space (χ2=8.83, P=0.003), and having trees (χ2=11.02, P=0.001) had a significant impact on the positive rate of small-scale habitat. The results of spatial characteristics analysis showed that the global Moran's I index of small-scale habitat was −0.092 (Z=−1.09, P=0.274) in Community A and 0.034 (Z=0.52, P=0.602) in Community B, and the global Moran's I index of positive habitat was −0.092 (Z=−1.14, P=0.255) in Community A and 0.070 (Z=0.95, P=0.342) in Community B. Since the P values of Community A and B were greater than 0.1 and the Z values were between −1.65 and 1.65, for both small-scale habitat and positive habitat the spatial characteristics were randomly distributed and no significant spatial aggregation was found. In the fitted random forest algorithm classification prediction model with the top 10 characteristic factors of importance, the area under curve (AUC) value was 0.95, and the prediction fitting effect was satisfactory. The results of classification and sorting indicated that counts of household small-scale habitat and positive habitat were the most important factors for breeding. Conclusion The random forest model constructed by environmental factor indicators can be used to predict the breeding situation of Aedes mosquitoes in small-scale aquatic habitat, and provide a basis for scientific prevention and control of mosquito breeding for the target area.
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Objective@#To investigate the preoperative clinical criteria for nerve-sparing radical prostatectomy.@*Methods@#A retrospective analysis of 79 patients undergoing radical prostatectomy with complete clinical and pathological data in Jinhua Hospital of Zhejiang University from January 2012 to December 2016 was performed. The distance between the edge of the prostate tumor and the neurovascular bundle (NVB) was measured. When the distance between the edge of the tumor and the ipsilateral NVB was >2 mm, NVB retention surgery can be performed; when it was ≤2 mm, NVB retention surgery cannot be performed. The influencing factors of the distance between the tumor edge and NVB were analyzed by χ 2 test and logistic regression analysis.@*Results@#Univariate analysis showed that side-specific positive biopsy core ≥1/3, side-specific maximum tumor length in biopsy core ≥5 mm, side-specific tumor involvement rate in biopsy core ≥1/2 and extraprostatic cancer extension by preoperative magnetic resonance imaging (MRI) examination were associated with the distance between the tumor edge and NVB (all P < 0.01). Multivariate analysis showed that extraprostatic cancer extension by preoperative MRI examination (OR = 3.66, P = 0.006) and side-specific positive biopsy core ≥1/3 (OR = 3.39, P = 0.008) were the independent influence factors.@*Conclusion@#The clinical criteria for a nerve-sparing radical prostatectomy are side-specific positive biopsy core <1/3 and no extraprostatic extension by preoperative MRI examination.
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Objective To explore the application and early efficacy of modified Veil nerve-sparing technique during laparoscopic radical prostatectomy(LRP).Methods Fifty-seven modified Veil nerve-sparing during LRP procedures were performed in patients with clinically localized prostate cancer between 2012 and 2016 by the same surgeon.Preoperative PSA level was 10.9 μg/ml,and Gleason score was 6.06(5-8).TNM clinical stage showed cT1 in 39 cases and cT2in 18 cases.All patients underwent transrectal ultrasonography before operation. Prostate volume was 40.2 (26- 99) ml. ECT bone scan excluded bone metastasis.MRI or CT examination showed no obvious prostate invasion and lymph node metastasis. The key technology was anatomical separation of detrusor apron, dorsal vascular complex (DVC) and the level between the prostate capsule, and a complete reservation was accomplished. Measurements: the rates and location of positive surgical margins (PSM) and tumor biochemical recurrence rate as well as functional outcomes were presented.Questionnaires were used to assess urine function and IIEF-5 score was used to estimate sexual function.Results Fifty-seven cases were followed up,and the average follow-up of 27.3(6-65)months.Five cases showed biochemical recurrence after 23 months.Five patients had a PSM(2 patients in apical margins,1 patient in left side,1 patient in right side and 1 patient in the bottom).At catheter removal,49 of 57 patients(86%)were dry(0 pads),and 8 of 57 patients(14%)needed one security pad.After 3 months and 6 months,42%(24 of 57 patients)and 60%(34 of 57 patients)presented an International Index of Erectile Function score>15(with or without phospho-diesterasetype-5inhibitors). Conclusions The modified Veil nerve-sparing technique during LRP can retain the fascia around the prostate more completely and restore postoperative urine and erectile function early.For selective cases, it will not increase the positive rate of surgical margins and biochemical recurrence rate.
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ObjectiveTo investigate the immunity and seroprevalence of hepatitis A and to identify the risk factors of hepatitis A infection in 0-18 year-old children and adolescents in Shanghai.MethodsSubjects were enrolled by stratifying and clustering random sampling method.Questionnaire interview was applied to investigate the socio-demographic and behavioral factors related to hepatitis A virus (HAV),and information on HAV immunization was abstracted from the immunization registration book of each subject.The enzyme-linked immunosorbent assay (ELISA) was used to qualitatively detect HAV IgM and quantitatively measure total HAV antibody in all subjects.Risk factors associated with HAV among the subjects without HAV vaccination were analyzed.ResultsA total of 2431 subjects were enrolled in the present study with negative HAV IgM antibody and total HAV antibody in 1483 subjects were sero-positive with positivity rate of 61％.Total HAV antibody positivity rates were declined with age increasing and were significantly higher in subjects with HAV vaccination than those without HAV vaccination records.Salad food,eating together without food separation in school and endoscopy inspection were risk factors for HAV infection.ConclusionsHAV vaccination strategies remarkably improve the total HAV antibody seropositive rate in children and adolescents in Shanghai.The risk of HAV infection exists if HAV vaccination is not administrated comprehensively.Therefore,strengthening HAV vaccination and health education are important for children and adolescents to prevent and control of hepatitis A in Shanghai.
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Objectives To understand the epidemiological characteristics of Japanese Encephalitis in Shanghai and to provide evidence for preventing JE.Methods Epidemic characteristics,JEV antibody in healthy population and swine infection rate in Shanghai were analyzed by methods of field survey,serology and molecular biology.Results JE incident rate in Shanghai was 0.077/100,000 in 2006;and 0.129/100,000 in 2007.Antibody positive rate before JE epidemic fastigium was 60.39%;postive rate after epidemic was 85.44%.JE IgG positive rate was 26.92% in 3-month swine and 14.86% in swine for sale;JE Gene in mosquito was analyzed for type 1.Conclusion The JE prevalence rate is relatively low in Shanghai.JE antibody positive rate is high in Shanghai population.Swine as a media is infected by JE virus.The JE virus in mosquitoes belongs to genotype 1.