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1.
Radiology ; 303(1): 80-89, 2022 04.
Article in English | MEDLINE | ID: mdl-35040676

ABSTRACT

Background Artificial intelligence (AI) applications for cancer imaging conceptually begin with automated tumor detection, which can provide the foundation for downstream AI tasks. However, supervised training requires many image annotations, and performing dedicated post hoc image labeling is burdensome and costly. Purpose To investigate whether clinically generated image annotations can be data mined from the picture archiving and communication system (PACS), automatically curated, and used for semisupervised training of a brain MRI tumor detection model. Materials and Methods In this retrospective study, the cancer center PACS was mined for brain MRI scans acquired between January 2012 and December 2017 and included all annotated axial T1 postcontrast images. Line annotations were converted to boxes, excluding boxes shorter than 1 cm or longer than 7 cm. The resulting boxes were used for supervised training of object detection models using RetinaNet and Mask region-based convolutional neural network (R-CNN) architectures. The best-performing model trained from the mined data set was used to detect unannotated tumors on training images themselves (self-labeling), automatically correcting many of the missing labels. After self-labeling, new models were trained using this expanded data set. Models were scored for precision, recall, and F1 using a held-out test data set comprising 754 manually labeled images from 100 patients (403 intra-axial and 56 extra-axial enhancing tumors). Model F1 scores were compared using bootstrap resampling. Results The PACS query extracted 31 150 line annotations, yielding 11 880 boxes that met inclusion criteria. This mined data set was used to train models, yielding F1 scores of 0.886 for RetinaNet and 0.908 for Mask R-CNN. Self-labeling added 18 562 training boxes, improving model F1 scores to 0.935 (P < .001) and 0.954 (P < .001), respectively. Conclusion The application of semisupervised learning to mined image annotations significantly improved tumor detection performance, achieving an excellent F1 score of 0.954. This development pipeline can be extended for other imaging modalities, repurposing unused data silos to potentially enable automated tumor detection across radiologic modalities. © RSNA, 2022 Online supplemental material is available for this article.


Subject(s)
Artificial Intelligence , Neural Networks, Computer , Brain , Humans , Magnetic Resonance Imaging , Retrospective Studies
2.
Article in Zh | MEDLINE | ID: mdl-32746570

ABSTRACT

Objective: To study the characteristics of the lens turbidity after long-term exposure to low intensity 635nm laser. Methods: Cluster sampling method was adopted to select 812 employees in a laser leveler workshop in a city of Guangdong Province from January 2014 to December 2018. They were divided into the control group, diffuse reflection (DR) group and direct vision (DV) group for retrospective observation and analysis of lens turbidity. The laser irradiation intensity of each group was investigated, the position and shape of lens opacity were analyzed, and the influencing factors were statistically analyzed with the repeated measurement data of dichotomy. Results: The laser irradiance and radiant exposure of DV group were between 0.72×10(-4) and 9.92×10(-4) mW/cm(2) and between 2.61×10(-2) and 1.53 J/cm(2), respectively. The subjects were mainly diagnosed with lens turbidity lesion, especially for the DV group. Most of lesions occurred in the pole and periphery of the anterior cortex. The lesions exhibited multipoint patterns with greyish white color. The turbidity rates in DV group (before work and work for 1, 2, 3 years) were 0%, 1.99% (8/402) , 4.98% (20/402) and 6.72% (27/402) , respectively, in the order of observation points. The statistical analysis of single factor effect showed that the turbidity rate was higher in DV group and higher in the second year in the DV group (P<0.01) . Multi-factor analysis of the laser effect on the lens showed that the main effect between groups, between the observation point were statistically significant (P<0.05) , but no statistical significance in the interaction between group×observation points (P>0.05) . Conclusion: Lens turbidity lesion can be caused by long-term exposure to low intensity 635 nm laser, so the product safety classification should be strictly strengthened. It is necessary to strengthen the protection of laser photochemical damage in the production process.


Subject(s)
Cataract , Lasers , Lens, Crystalline , Occupational Exposure , Humans , Retrospective Studies
3.
HIV Med ; 20(9): 591-600, 2019 10.
Article in English | MEDLINE | ID: mdl-31274235

ABSTRACT

OBJECTIVES: The use of combination antiretroviral therapy (cART) increases clinical uncertainty about changes in renal function. Specifically, little is known regarding the interaction of the effects of aging, baseline renal impairment, and stages of HIV infection on post-treatment changes in renal function. METHODS: This analysis included 5533 HIV-infected patients on cART in 2004-2016. Progression to chronic kidney disease (CKD) was defined as either two consecutive estimated glomerular filtration rate (eGFR) measurements < 60 mL/min/1.73 m2 for baseline eGFR ≥ 60 mL/min/1.73 m2 (mild renal impairment or normal renal function) or a 25% decline for baseline eGFR < 60 mL/min/1.73 m2 (moderate renal impairment). RESULTS: During follow-up (median 4.8 years), 130 (2.3%) of the patients progressed to CKD. A total of 20.1% of patients with baseline normal renal function progressed to mild renal impairment, while 74.0% of patients with baseline mild or moderate renal impairment improved to normal renal function. In multivariable analysis, a significant positive baseline-eGFR-by-World Health Organization (WHO)-stage interaction effect on progression to CKD in all patients was identified, indicating a cross-over effect from a reduced risk to an increased risk. A significant negative baseline-age-by-WHO-stage interaction effect on progression to mild renal impairment in patients with baseline normal renal function was identified, with adjusted hazard ratios progressively lower at older ages. In addition, there were significant associations with older age, lower baseline eGFR, Dai ethnic minority, and anaemia for both outcomes, hyperglycaemia for CKD only, and higher CD4 count, tenofovir and ritonavir-boosted lopinavir use for mild renal impairment only. CONCLUSIONS: Our data suggest a complex pattern of renal function dynamics in patients on cART, which requires precise management with systematic monitoring of the interaction of the effects of sociodemographic, nephrological and HIV-specific clinical characteristics.


Subject(s)
AIDS-Associated Nephropathy/epidemiology , Aging/physiology , Anti-HIV Agents/therapeutic use , Renal Insufficiency, Chronic/epidemiology , AIDS-Associated Nephropathy/drug therapy , AIDS-Associated Nephropathy/physiopathology , Adult , Anti-HIV Agents/adverse effects , CD4 Lymphocyte Count , China/epidemiology , Disease Progression , Female , Glomerular Filtration Rate , Humans , Male , Middle Aged , Renal Insufficiency, Chronic/chemically induced , Renal Insufficiency, Chronic/physiopathology , Retrospective Studies , Treatment Outcome
4.
Clin Radiol ; 74(10): 813.e19-813.e27, 2019 Oct.
Article in English | MEDLINE | ID: mdl-31362887

ABSTRACT

AIM: To determine whether texture analysis of preoperative magnetic resonance imaging (MRI) images could be used to detect Ki67 expression, a widely used cell proliferation marker in hepatocellular carcinoma (HCC). MATERIALS AND METHODS: In total, 83 patients were included, 25 with low Ki67 (Ki67 ≤10%) HCC expression and 58 with high Ki67 (Ki67 ≥10%) HCC expression as demonstrated by retrospective surgical evaluation. All patients were examined using a 3 T MRI unit with one standard protocol. The region of interest was drawn manually by one radiologist. Texture analysis included histogram, co-occurrence matrix, run-length matrix, gradient, auto-regressive model, and wavelet transform features as calculated by MaZda (version 4.6; quantitative texture analysis software). The features reduced by the Fisher, probability of classification error, and average correlation coefficient (POE+ACC), mutual information were used to select the features that predicted Ki67 proliferation status with highest accuracy and then using the B11 program for data analysis and classification. RESULTS: The misclassification rate of the principal component analysis (PCA) in the hepatobiliary phase (HBP), T2-weighted imaging (T2WI), arterial phase (AP), and portal vein phase (PVP) was 36/83 (43.37%), 35/82 (42.68%), 40/83 (48.19%), and 34/83 (40.96%), respectively. The misclassification of the linear discriminant analysis in HBP, T2WI, AP, and PVP phase was 13/83 (15.66%), 21/82 (25.61%), 9/83 (10.84%), and 8/83 (9.64%), respectively. The misclassification of the nonlinear discriminant analysis in HBP, T2WI, AP, and PVP phase was 7/83 (8.43%), 6/82 (7.32%), 5/83 (6.02%), and 7/83 (8.43%), respectively. CONCLUSIONS: Texture analysis of HBP, AP, and PVP were helpful for predicting Ki67 expression and may provide a less-invasive method to investigate critical histopathology markers for HCC.


Subject(s)
Carcinoma, Hepatocellular/diagnostic imaging , Image Processing, Computer-Assisted , Ki-67 Antigen/metabolism , Liver Neoplasms/diagnostic imaging , Magnetic Resonance Imaging/methods , Adult , Aged , Aged, 80 and over , Carcinoma, Hepatocellular/metabolism , Discriminant Analysis , Female , Humans , Liver Neoplasms/metabolism , Male , Middle Aged , Principal Component Analysis , Retrospective Studies , Young Adult
5.
Clin Radiol ; 74(8): 653.e1-653.e9, 2019 Aug.
Article in English | MEDLINE | ID: mdl-31200932

ABSTRACT

AIMS: To investigate the predictive indicators of small aggressive hepatocellular carcinomas by examining the association between preoperative magnetic resonance imaging (MRI) parameters and Ki-67 expression and histological grade. MATERIALS AND METHODS: Sixty patients with small hepatocellular carcinomas (tumour diameter: ≤3 cm, tumour numbers: ≤2) who underwent curative resection or biopsy after contrast-enhanced and diffusion-weighted MRI were evaluated retrospectively. Signal intensity (SI) of the whole lesion and erector spinae muscle was measured quantitatively. Tumour-to-muscle SI ratio was calculated. The association between these MRI parameters and histological grade and Ki-67 level was then investigated. RESULTS: There was a significant correlation between tumour-to-muscle SI ratio and histological grade in tissues captured during the non-enhanced T1-weighted (p=0.001), arterial phase (p=0.001), and portal venous phase (p=0.036) of dynamic contrast-enhanced MRI and apparent diffusion coefficient (p=0.027). Arterial inhomogeneous enhancement was also correlated with high-Ki-67 expression (p=0.032). CONCLUSIONS: Preoperative MRI may serve as a non-invasive tool for prediction of small, aggressive hepatocellular carcinomas, which may otherwise be treated conservatively.


Subject(s)
Carcinoma, Hepatocellular/diagnostic imaging , Carcinoma, Hepatocellular/pathology , Ki-67 Antigen/metabolism , Liver Neoplasms/diagnostic imaging , Liver Neoplasms/pathology , Magnetic Resonance Imaging/methods , Carcinoma, Hepatocellular/metabolism , Female , Humans , Ki-67 Antigen/genetics , Liver/diagnostic imaging , Liver/metabolism , Liver/pathology , Liver Neoplasms/metabolism , Male , Middle Aged , Neoplasm Grading , Predictive Value of Tests , Retrospective Studies
6.
Public Health ; 167: 125-135, 2019 Feb.
Article in English | MEDLINE | ID: mdl-30660980

ABSTRACT

OBJECTIVES: This study investigated whether an integrated, community-based and nurturing care intervention led to a reduction in the prevalence of suspected neurodevelopmental delay in children. The study also considered how the programme could be sustained to promote early development in children aged under 3 years in the poorest areas of rural China. STUDY DESIGN: A quasi-experimental design was applied, with data collection before and after a 2-year programme implementation, in both intervention and comparison (control) areas. METHODS: From July 2014, the Integrated Early Childhood Development (IECD) programme was implemented in poverty-stricken areas in four counties of China. Nurturing care intervention focusing on five components (child health, nutrition, responsive care, protection and early learning support) was delivered mainly by the village early childhood development centre and township/village clinic. Another two counties of similar per capita gross domestic product, geographical characteristics, under-five mortality rate, under-five underweight prevalence and ethnicity to the four programme counties were selected as the comparison and received no IECD programme intervention. The Ages & Stages Questionnaire was used to evaluate the neurodevelopmental outcome of children; the overall suspected developmental delay (SDD) referred to any developmental delay in the communication, gross-motor, fine-motor or problem-solving or personal-social domains of the questionnaire. Children underwent anthropometric measurements and haemoglobin concentration testing through peripheral blood. Face-to-face interviews of caregivers were conducted to collect intervention use, cognitive stimulation and child-protection behaviours. A difference-in-differences regression approach, adjusting for confounding factors, was applied to estimate intervention impact on the neurodevelopmental outcomes in the children. Path analysis was employed to examine the mediating effects of growth, nutrition status, cognitive stimulation and child-protection behaviours through which the IECD intervention predicted children's developmental health. RESULTS: In total, 2953 children aged under 3 years and their caregivers were enrolled at baseline, and 2745 child-caregiver pairs completed the postintervention assessment. Prevalence of overall SDD was reduced by 18% (from 37% at baseline to 19% at postintervention) in intervention counties, which is a significant difference compared with the 10% reduction in control counties (from 30% to 20%), with an adjusted odds ratio of 0.69 (95% confidence interval: 0.54-0.89). Consistent findings were found across domains. Path analysis indicated that the effect of the intervention on promoting developmental health was mediated by multiple nurturing care-associated factors, including cognitive stimulation frequency, positive discipline, length-for-age growth and haemoglobin concentration. CONCLUSIONS: The community-based integrated intervention could significantly prevent developmental delay in children aged under 3 years in rural China.


Subject(s)
Child Development , Developmental Disabilities/prevention & control , Health Promotion/methods , Rural Population/statistics & numerical data , Child, Preschool , China/epidemiology , Community Health Services , Delivery of Health Care, Integrated , Developmental Disabilities/epidemiology , Female , Humans , Infant , Infant, Newborn , Male , Poverty Areas , Prevalence , Program Evaluation
7.
Zhonghua Yi Xue Za Zhi ; 99(33): 2586-2591, 2019 Sep 03.
Article in Zh | MEDLINE | ID: mdl-31510717

ABSTRACT

Objective: To evaluate the value of ultrasound contrast agent with enteral nutrition suspension as mixed medium in locating indwelling nasointestinal tube in critically ill patients. Methods: Total of 45 critically ill patients had nasointestinal tube indwelled were collected from June 1,2018 to April 1,2019 in the Intensive Care Unit of Zhejiang Provincial People's Hospital, including 30 males and 15 females, with an average age of (63±17) years.Enteral nutritional suspension Peptisorb Liquid was used as research medium,with the ultrasonic imaging performance of it confirmed by in vitro and in vivo experiments.The optimal mixing ratio of microbubble ultrasound contrast agent and Peptisorb Liquid was confirmed by in vitro experiment, then the mixture was quietly placed and its stability was dynamically observed. The nasointestinal tube was confirmed in the digestive tract by conventional ultrasound and then the ultrasound contrast mode turned on. Ultrasound contrast agent with Peptisorb Liquid as mixed medium was injected into the nasointestinal tube and the tube direction and end position were observed and recorded in real time. Abdominal X-ray examination or CT was used as the gold standard for verifying the location of the nasointestinal tube and the same result represented successful positioning. Results: The in vitro and in vivo experiments showed that Peptisorb Liquid had good ultrasound imaging uniformity and penetrating power, which could clearly show the range and boundary of the filling intestine cavity; the in vitro experiment showed that the ultrasound contrast agent prepared with the microbubble ultrasound contrast agent and Peptisorb Liquid by the ratio of 1∶1 000 and 1∶500 which had the best imaging effect and the best distribution uniformity, with the best stability within 10 minutes after quietly placed. Nasointestinal tubes were successfully located by using ultrasound contrast agent with enteral nutritional suspension as mixed medium in 95.6%(43/45) of the patients collected in this study,including success at one attempt in 39 cases, the operating time was (1.6±0.5) minutes and 4 cases were successfully located after multiple operations with (5.1±0.5) minutes, the tube bent in the stomach in one case and flexed back into the stomach from the descending duodenum in another. The operation failed in 2 cases (4.4%). No significant complications occurred during the examination. Conclusion: The ultrasound contrast agent with enteral nutritional suspension as mixed medium has the advantages of both, which can conveniently, safely and effectively locate the direction and end position of nasointestinal tube in critically ill patients.


Subject(s)
Critical Illness , Enteral Nutrition , Aged , Aged, 80 and over , Female , Humans , Intensive Care Units , Intestine, Small , Intubation, Gastrointestinal , Male , Middle Aged , Ultrasonography
8.
Zhonghua Yu Fang Yi Xue Za Zhi ; 53(3): 330-333, 2019 Mar 06.
Article in Zh | MEDLINE | ID: mdl-30841678

ABSTRACT

In this study, 1 065 infants and young children aged 24 months below in ethnic minorities gathering in poor rural areas in poor rural areas of Liangshan Yi Autonomous Prefecture of Sichuan Province and Gannan Tibetan Autonomous Prefecture of Gansu Province were investigated for their anemia status from October to November 2014, and the association between anemia and the utilization of maternal and child health services was analyzed. The prevalence of anemia in this area was 52.68%(561/1 065). After the adjustment of socio-demographic characteristics of mothers and infants, compared with infants aged 2-5 months, Han ethnic group, and infants whose mother was not anemic, the OR(95%CI) values of infant anemia for infants aged 6-12 months, 13-8 months, 19-24 months, ethnic minorities group, and infants whose mother was anemic were 11.65 (7.09-19.14), 9.91 (5.99-16.38), 5.87 (3.39-10.16), 1.55 (1.10-2.18) and 1.52 (1.14-2.04), respectively; Compared with infants whose child examination times not up to standard, and who were not only non-hospital delivered but also received inadequate number of inoculation, the OR (95%CI) values of infant anemia for infants whose child examination times up to standard, and who were not only hospital delivered but also received adequate number of inoculation were 0.60 (0.38-0.94) and 0.71 (0.52-0.98), respectively. The infants anemia is associated with the utilization of maternal and child health services.


Subject(s)
Anemia/ethnology , Ethnicity/statistics & numerical data , Maternal-Child Health Services/statistics & numerical data , Minority Groups/statistics & numerical data , Poverty Areas , Rural Population/statistics & numerical data , Child, Preschool , China/epidemiology , Female , Humans , Infant , Pregnancy , Prevalence
9.
Zhonghua Jie He He Hu Xi Za Zhi ; 42(1): 20-23, 2019 Jan 12.
Article in Zh | MEDLINE | ID: mdl-30630244

ABSTRACT

Objective: To evaluate the characteristics of exercise ventilation and gas exchange in obese and extremely obese patients by Cardiopulmonary exercise test (CPX). Methods: Restrospective anal-ysis of subjects who underwent CPET in Shengjing Hospital of China Medical University from June 2014 to June 2017. A total of 74 subjects were enrolled. According to the body mass index (BMI), 74 subjects were divided into control group(18.5 kg/m(2)≤BMI<23.9 kg/m(2)) (n=21), obese group (28.0 kg/m(2)≤BMI<40.0 kg/m(2)) (n=30) and extremely obese group(BMI≥40.0 kg/m(2))(n=23), respectively. V(O2max), V(O2max)/kg, anaerobic thresh-old(AT), oxygen pulse(V(O2)/HR), breath reserve(BR), inhale time (VTin), expiratory time(VTex) and ventilato-ry equivalent for CO(2)(EqCO(2))were measured by CPX and compared by using one-way ANOVA. Results: Compared to the control group (1 620±400) L/min, the maximal oxygen uptake(V(O2max)) in obese group(1 905±592) L/min and extremely obese group (2 131.09±541.86) L/min were significance higher (F=5.14, P<0.01). The V(O2max)/kg in obese group (19±5) L·min(-1)·kg(-1) and extremely obese groups (16±4) L·min(-1)·kg(-1) were sig-nificant lower than those in control group(27±5)L·min(-1)·kg(-1) (F=35.37,P<0.01). Compared to the control group (9.3±1.4)L·min(-1)·W(-1), the change of oxygen uptake required under certain exercise load (ΔV(O2)/ΔWR) in obese group(9.0±1.7) L·min(-1)·W(-1)and extremely obese group (8.7±2.2) L·min(-1)·W(-1) were no significant difference (F=0.67,P=0.51). The AT in obese group (1 114±391) L/min and extremely obese group (1 348±349) L/min were significant higher than those in control group (832±223) L/min (F=12.85,P<0.01). Com-pared to the control group(10±4) L·min(-1)·b(-1), V(O2)/HR in obese group (12±3) L·min(-1)·b(-1) and extremely obese group(14±3) L·min·b(-1) were significance higher (F=8.16, P<0.01). No significant difference was found between the three groups in BR, VTin, VTex and EqCO(2). Conclusion: obese and extremely obese individu-als have a decreased ablity to exercise when the body requires anaerobic metabolism to provide energy. As exercise power increases, the heart oxygen consumption per stroke and the amount of volume and oxygen re-quired for gax exchange does increase.


Subject(s)
Exercise , Obesity/physiopathology , Oxygen Consumption/physiology , Body Mass Index , Cardiorespiratory Fitness/physiology , China , Exercise Test/methods , Humans
10.
Zhonghua Yu Fang Yi Xue Za Zhi ; 52(12): 1243-1247, 2018 Dec 06.
Article in Zh | MEDLINE | ID: mdl-30522224

ABSTRACT

Objective: To obtain HIV incidence among injection drug users (IDU) and female sex workers (FSW) in Dehong Prefecture, Yunnan Province during 2009-2017. Methods: We recruited drug users and female sex workers from all sentinel surveillance sites across Dehong Prefecture during 2009-2017. A total of 10 480 IDU and 18 126 FSW in Dehong Prefecture were recruited by fingerprint technique. Data about drug uses, commercial sexual behavior, sociodemographic characteristics was collected by structured questionnaire. HIV-positive patients who were long-term infected or with CD4(+) T cell count was ≤200 were not included for further HIV incidence testing. Also, those who self-identified as on antiretroviral treatment (ART) or AIDS cases were also excluded. A total of 841 and 157 plasma specimens from IDU and FSW that met the inclusion criterion were finally included, respectively. Limiting antigen avidity enzyme immunoassay(LAg-Avidity EIA) were performed to calculate the HIV incidence among these two sub-populations. Results: A total of 3 444 IDU were HIV-positive, among which 884 (25.7%) were Burmese with age of (30.4±7.7), and 2 560 were Chinese with age of (36.6±7.3). Among 228 HIV-positive FSW, 109 (47.8%) were Burmese with age of (27.1±6.3), 119 (52.5%) were Chinese with age of (29.9±11.1). For IDU, the estimated HIV incidence among Burmese in 2009-2010, 2011-2012, 2013-2014, 2015-2017 was 4.20% (95%CI: -0.55%-8.95%), 7.75% (95%CI: 2.95%-12.55%), 11.79% (95%CI: 5.38%-18.20%), 10.30% (95%CI: 5.67%-14.94%), respectively, while Chinese were 3.11% (95%CI: 1.59%-4.64%), 0.03% (95%CI: -0.03%-0.08%), 1.55% (95%CI: 0.54%-2.57%), 0.58% (95%CI: -0.06%-1.04%), respectively. In 2009-2011, 2012-2014, 2015-2017, estimated HIV incidence among Burmese FSW was 0.22% (95%CI: -0.21%-0.64%), 1.24%(95%CI: 0.15%-2.32%), 0.55%(95%CI: 0.01%-1.08%). Whereas, estimated HIV incidence among Chinese FSW was 0.62% (95%CI: 0.25%-0.98%), 0.11% (95%CI: -0.04%-0.26%), 0.22% (95%CI: 0-0.44%). Conclusion: HIV incidences among Chinese IDU and FSW are on the downward trend, while Burmese IDU and FSW seem to be gaining momentum.


Subject(s)
Drug Users/statistics & numerical data , HIV Infections/epidemiology , Sex Workers/statistics & numerical data , Substance Abuse, Intravenous , Adult , China/epidemiology , Female , Humans , Incidence , Young Adult
11.
J Viral Hepat ; 24(5): 412-420, 2017 05.
Article in English | MEDLINE | ID: mdl-27925409

ABSTRACT

We examined the effect of combination antiretroviral therapy (cART) on liver fibrosis among HIV-infected patients with or without hepatitis B (HBV) or C virus (HCV) co-infection. This was a retrospective cohort study of HIV-infected patients receiving cART during 2004-2016. Liver fibrosis was assessed using Fibrosis-4 (FIB-4) score with three classifications: Class 1, <1.45; Class 2, 1.45-3.25; Class 3, >3.25. Of 3900 participants, 68.6% were HIV mono-infected, 5.3% were HIV/HBV co-infected, 23.8% were HIV/HCV co-infected and 2.3% were HIV/HBV/HCV co-infected. Participants received follow-up treatment (median was 3.3 years). Improvement to a lower class was observed in Class 2 (52.6%) and Class 3 (74.2%), respectively. Progression to a higher class was observed in 12.8% and 5.0% in Class 1 and Class 2, respectively, and with a median time of 5.7 months. For improvement to lower classes, older age, male, Dai ethnicity, injection drug use, HCV co-infection and tenofovir for treatment were negative predictors, but in Class 3 of FIB-4 and time-updated increases in CD4 count from baseline were positive predictors. For progression to higher classes, older age, male, Jingpo ethnicity and HCV co-infection were positive predictors, while baseline CD4 count and in Class 2 of FIB-4 were negative predictors. Improvement to lower class linked with decreased mortality risk among patients in Class 3. Early cART initiation for HIV-infected patients with and without hepatitis co-infections may mitigate or slow down some of liver fibrosis, but special attention should be given to those who are older, male, co-infected with HCV.


Subject(s)
Anti-Retroviral Agents/therapeutic use , Coinfection/drug therapy , HIV Infections/complications , HIV Infections/drug therapy , Liver Cirrhosis/pathology , Adult , Coinfection/complications , Female , Follow-Up Studies , Hepatitis B/complications , Hepatitis C/complications , Humans , Male , Prognosis , Retrospective Studies , Survival Analysis , Treatment Outcome
12.
Eur J Neurol ; 24(6): 835-843, 2017 06.
Article in English | MEDLINE | ID: mdl-28480621

ABSTRACT

BACKGROUND AND PURPOSE: We performed a meta-analysis of randomized controlled trials to evaluate the efficacy and safety of pramipexole extended-release (pramipexole ER) versus pramipexole immediate-release (pramipexole IR) or placebo in Parkinson's disease. METHODS: We performed a systematic online search for clinical trials for pramipexole ER treatment up to 1 August 2016. We assessed differences in Unified Parkinson's Disease Rating Scale (UPDRS) scores, percentage of 'on' time or 'off' time, withdrawals, adverse events (AEs) and life quality between pramipexole ER and pramipexole IR or placebo. Data analyses were performed by the Cochrane Collaboration's Review Manager 5.3 software. RESULTS: Six randomized controlled trials were included. Compared with placebo, pramipexole ER achieved a significant improvement in the UPDRS Part II + III score [weighted mean difference, -4.81; 95% confidence interval (CI), -6.40 to -3.23], whereas no significant difference was found in the UPDRS Part III + III score between pramipexole ER and pramipexole IR groups (weighted mean difference, -0.26; 95% CI, -1.15 to 0.64). No differences were found in total AEs (relative risk, 0.97; 95% CI, 0.92 to 1.03), drug-related AEs (relative risk, 0.97; 95% CI, 0.92 to 1.03) or the commonly reported AEs between pramipexole ER and pramipexole IR. CONCLUSIONS: Pramipexole ER is as safe and effective as pramipexole IR in the treatment of Parkinson's disease.


Subject(s)
Antiparkinson Agents/therapeutic use , Benzothiazoles/therapeutic use , Parkinson Disease/drug therapy , Antiparkinson Agents/administration & dosage , Antiparkinson Agents/adverse effects , Benzothiazoles/administration & dosage , Benzothiazoles/adverse effects , Delayed-Action Preparations/administration & dosage , Delayed-Action Preparations/adverse effects , Delayed-Action Preparations/therapeutic use , Double-Blind Method , Drug Administration Schedule , Humans , Mental Status and Dementia Tests , Parkinson Disease/diagnosis , Pramipexole , Quality of Life , Randomized Controlled Trials as Topic , Severity of Illness Index , Treatment Outcome
13.
Zhonghua Yi Xue Za Zhi ; 97(17): 1312-1315, 2017 May 09.
Article in Zh | MEDLINE | ID: mdl-28482432

ABSTRACT

Objective: To investigate the value of duodenal bulb ultrasonic anatomy locating method quickly confirm nasointestinal tube placed below pylorus in critically ill patients. Methods: A total of 56 critically ill patients with nasointestinal tube posting surgery by blindly inserting method were collected from March 1 st, 2016 to August 1 st, 2016 in the Department of Critical Care Medicine of Zhejiang Provincial People's Hospital.In these patients, the duodenal bulbs were rapidly detected and located by ultrasonic anatomy locating method and at the same time observed whether nasointestinal tube echogram were in them or not. If nasointestinal tube echogram was observed in duodenal bulbs that meant nasointestinal tube placed below pylorus successfully. If disturbed by ultrasound artifacts or other reasons, injected gas into the nasointestinal tube could help to confirm when hyperechoic strip emerged. Gastrointestinal decompression or gastrointestinal motion promoting drug could help to reduce the interference of abdominal cavity or bowel gas if necessary. The results were compared with the abdominal X examination to vertify the accuracy of this method, and at the same time recorded its total time-consuming and its related complications. Results: The duodenal bulbs were rapidly located by ultrasonic anatomy locating method in 53 cases(94.6%) time-consuming(42±23)s. Nasointestinal tubes observed in duodenal bulb were confirmed to be placed below pylorus successfully in 52 cases(92.9%)time-consuming(140±94)s.There were no obvious complications in all patients. Conclusion: Duodenal bulb ultrasonic anatomy locating method is a safe, simple and convenient method with high accuracy that can quickly confirm whether nasointestinal tube placed below pylorus in critically ill patients or not.


Subject(s)
Critical Illness , Intubation, Gastrointestinal , Pylorus/anatomy & histology , Critical Care , Enteral Nutrition , Humans , Pylorus/diagnostic imaging , Ultrasonography
14.
Zhonghua Yu Fang Yi Xue Za Zhi ; 51(1): 76-81, 2017 Jan 06.
Article in Zh | MEDLINE | ID: mdl-28056275

ABSTRACT

Objective: To study the prevalence and correlates of unprotected sexual intercourse within HIV serodiscordant couples in Dehong prefecture, Yunnan Province, China, in 2014. Methods: This study was based on the follow-up investigation of "the AIDS cohort of seronegative spouses of HIV-infected individuals in Dehong prefecture" in 2014. The 1 520 participants were HIV seronegative spouses from all five counties/cities of Dehong prefecture who voluntarily participated in the cohort. Inclusion criteria included: having a HIV-positive spouse; ≥16 years of age; having had sexual intercourse with spouse in the past year; and being a resident of Dehong prefecture. Information on HIV-positive spouses were also collected through the local AIDS epidemic database. Chi square analysis was performed to compare differences in the rates of unprotected sexual intercourse between participants with different characteristics and lifestyle choices. Multivariable logistic regression model analysis was performed to determine correlates with unprotected sexual intercourse. Results: The 1 520 participants had a mean age of 38.7±9.4, compared with 39.7±8.9 for their HIV-positive spouses. Among the HIV-positive spouses, 77.8% (1 183/1 520) had been infected for more than 3 years, and 87.6% (1 332/1 520) had received antiretroviral therapy. The prevalence of unprotected sexual intercourse within serodiscordant couples over the past 12 months was 16.1% (244/1 520). The prevalence of unprotected sexual intercourse correlated with the level of education of HIV-negative spouses (illiterate vs. middle school and above, OR=1.58, P=0.044), the number of years since diagnosis of HIV-positive spouses (short vs. long, OR=1.6, P=0.006), antiretroviral therapy of HIV-positive spouses (no vs. yes, OR=2.78, P<0.001), the frequency of sexual intercourse per month (high vs. low, OR=1.66, P=0.019), and whether the couple had children (no vs. yes, OR=1.72, P=0.007). Conclusion: The prevalence of unprotected sexual intercourse within serodiscordant couples in Dehong prefecture was relatively high in 2014. Factors found to correlate with the occurrence of unprotected sexual intercourse within these couples included illiteracy of HIV-negative spouses, short time since diagnosis of HIV-positive spouses and lack of antiretroviral therapy, high frequency of sexual intercourse and no children.


Subject(s)
Asian People/statistics & numerical data , Condoms/statistics & numerical data , HIV Infections/ethnology , Spouses/statistics & numerical data , Unsafe Sex , Adult , Child , China/epidemiology , Coitus , Family Characteristics , Female , HIV Infections/prevention & control , HIV Infections/transmission , Humans , Male , Prevalence , Unsafe Sex/statistics & numerical data
15.
Eur J Neurol ; 23(11): 1666-1672, 2016 11.
Article in English | MEDLINE | ID: mdl-27425785

ABSTRACT

BACKGROUND AND PURPOSE: Repetitive transcranial magnetic stimulation (rTMS) changes the excitability of the motor cortex and thereby has the potential to enhance motor recovery after stroke. This randomized, sham-controlled, double-blind study was to compare the effects of high-frequency versus low-frequency rTMS on motor recovery during the early phase of stroke and to identify the neurophysiological correlates of motor improvements. METHODS: A total of 69 first-ever ischemic stroke patients with motor deficits were randomly allocated to receive five daily sessions of 3-Hz ipsilesional rTMS, 1-Hz contralesional rTMS or sham rTMS in addition to standard physical therapy. Outcome measures included motor deficits, neurological scores and cortical excitability, which were assessed at baseline, after the intervention and at 3-month follow-up. RESULTS: The rTMS groups manifested greater motor improvements than the control group, which were sustained for at least 3 months after the end of the treatment sessions. 1-Hz rTMS over the unaffected hemisphere produced more profound effects than 3-Hz rTMS in facilitating upper limb motor performance. There was a significant correlation between motor function improvement and motor cortex excitability change in the affected hemisphere. CONCLUSIONS: Repetitive transcranial magnetic stimulation is a beneficial neurorehabilitative strategy for enhancing motor recovery in the acute and subacute phase after stroke.


Subject(s)
Motor Cortex/physiopathology , Recovery of Function/physiology , Stroke Rehabilitation/methods , Stroke/physiopathology , Transcranial Magnetic Stimulation , Adult , Aged , Double-Blind Method , Female , Humans , Male , Middle Aged , Motor Activity/physiology , Treatment Outcome , Upper Extremity/physiopathology
16.
Epidemiol Infect ; 144(1): 97-105, 2016 Jan.
Article in English | MEDLINE | ID: mdl-26113166

ABSTRACT

We aimed to investigate the prevalence and associated factors of HSV-2 discordance and concordance in HIV-1-discordant couples. This study used the baseline data from a cohort study of HIV-1-discordant couples in Dehong prefecture of Yunnan province, China. Of 954 participating couples, 42·4% were affected by HSV-2, of which 20·4% were HSV-2-concordant positive, 7·6% were HSV-2-discordant where the male was HSV-2 positive, and 14·4% were HSV-2 discordant where the female was HSV-2 positive. Compared to HSV-2-negative concordance, HSV-2 discordance with an HSV-2-positive male spouse was significantly associated with characteristics of the male spouse, including Han ethnicity and being in a second marriage. HSV-2 discordance with an HSV-2-positive female spouse was significantly associated with characteristics of the female spouse, including Han ethnicity, having engaged in commercial sex, having a sexual relationship of <3 years and being HIV-1 infected. Compared to HSV-2 discordance, HSV-2-positive concordance was significantly associated with an education level of middle school or higher for both spouses, a sexual relationship of ⩾3 years, more frequent sex and having an HIV-1-infected male spouse. The findings highlight the need for HSV-2 prevention and treatment efforts to reduce HSV-2 transmission in this population, and emphasize the importance of implementing prevention interventions early in couples' relationships.


Subject(s)
HIV Infections/epidemiology , HIV-1/isolation & purification , Herpes Genitalis/epidemiology , Herpesvirus 2, Human/isolation & purification , Sexual Behavior , Sexual Partners , Adolescent , Adult , Aged , Aged, 80 and over , Antibodies, Viral/blood , China/epidemiology , Cohort Studies , Family Characteristics , Female , HIV Infections/virology , Herpes Genitalis/virology , Humans , Male , Middle Aged , Prevalence , Seroepidemiologic Studies , Young Adult
18.
Zhonghua Yu Fang Yi Xue Za Zhi ; 50(11): 954-958, 2016 Nov 06.
Article in Zh | MEDLINE | ID: mdl-27903357

ABSTRACT

Objective: To compare the prevalence of HIV infection and its risk factors among Chinese and Burmese drug users living in Dehong Prefecture, Yunnan Province. Methods: We obtained plasma specimens and gathered demographic data from 7 867 drug users with Chinese or Burmese nationality attending rehabilitation clinics in Dehong Prefecture from October 2014 to September 2015. Of these, 7 756 individuals who gave valid questionnaire responses, including 5 389 Chinese and 2 367 Burmese, were enrolled in the study after giving informed consent. We used the Chi-squared test to compare the demographic characteristics and HIV prevalence between the Chinese and Burmese drug users. Logistic regression was then used to identify risk factors for HIV infection. Results: The HIV infection rate of 7 756 subjects (aged (35.45 ± 10.91) years old) was 7.18%, in which Burmese with higher HIV infection rate (9.38%, 222/2 367) than Chinese (6.22%, 335/5 389) (χ2=24.21, P<0.001). In chinese drug users, OR (95%CI) of HIV infection of those aged 25-34 years old, 35-44 years old and ≥45 years old were 2.88 (1.46-5.69), 5.72 (2.87-11.40) and 3.48 (1.66-7.27),compared with those aged below 25 years;Compared with married participants, OR (95% CI) of those unmarried and divorced were 1.44 (1.08-1.93) and 1.56 (1.09-2.24); Jingpo drug users were 1.47 (1.07-2.04) times to get HIV infection,compared with Han ethnicity; OR (95%CI) of HIV infection for IDUs was 11.48 (9.73-16.01) compared with NIDUs.In Burmese drug users, OR (95% CI) of HIV infection for females was 0.50 (0.26-0.93) compared with men;Compared with those aged below 25 years,those aged 25-34,35-44 and ≥45 years had OR (95% CI) of 1.82 (1.18-2.77), 2.90 (1.82-4.62) and 2.31 (1.24-4.30), respectively; OR (95% CI) of Jingpo participants was 2.22 (1.44-3.41) compared with Han nationality; OR (95%CI) of HIV infection for IDUs was 10.61 (7.68-14.64) compared with NIDUs. Conclusion: The HIV infection rate of Burmese drug users was higher than that of Chinese drug users. Measures of HIV prevention and control should be mainly allocated in those 25 years above, non-married, Jingpo ethnicity and IDU in Chinese drug users, while in Burmese drug users,those females, 25 years above, Jingpo ethnicity and IDU should be higlighted in HIV prevention and control.


Subject(s)
AIDS Serodiagnosis/statistics & numerical data , Asian People/ethnology , Asian People/statistics & numerical data , Drug Users/statistics & numerical data , HIV Infections/epidemiology , Adult , China/epidemiology , Cross-Cultural Comparison , Epidemics , Female , HIV Infections/diagnosis , HIV Infections/ethnology , Humans , Male , Marital Status , Middle Aged , Myanmar/epidemiology , Prevalence , Rehabilitation Centers , Risk Factors , Young Adult
19.
Zhonghua Yu Fang Yi Xue Za Zhi ; 50(11): 966-970, 2016 Nov 06.
Article in Zh | MEDLINE | ID: mdl-27903359

ABSTRACT

Objective: To investigate the incidence rates of HIV among injection drug users (IDU) in Dehong Prefecture, Yunnan Province. Methods: We recruited 1 413 HIV-negative IDU attending drug rehabilitation centers and identified a further 1 830 potential participants from a historical database from 2004-2009 using the same criteria. Fingerprint recognition technology was used to confirm the identity of all participants. A total of 3 243 HIV-negative IDU were recruited by the end of 2015, of which 2 546 (78.5%) had been followed up at least once since the initial data collection and 697 (21.5%) were lost to follow-up. Epidemiological data were collected through structured face-to-face interviews which included items on knowledge of AIDS, drug use, sexual activity and history of HIV testing. We collected 3-5 ml of venous blood from each subject for HIV testing. The Chi-squared test was used to compare the characteristics of those IDUs successfully followed up and those lost to follow-up. Results: We identified 226 new HIV cases among the 2 546 respondents-representing 13 907.1 person-years of follow-up and implying an average HIV incidence rate of 1.6 per 100 person-years over the entire study period (95%CI: 1.4-1.9). The incidence rate (per 100 person-years) was 2.6 (95%CI: 2.2-3.1) for the period 2004-2009 and 1.6 (95%CI: 1.0-2.3), 1.7 (95%CI: 1.1-2.4), 1.2 (95%CI: 0.8-1.9), 0.6 (95%CI: 0.3-1.1), 0.2 (95%CI:0.0-0.7), 0.5 (95%CI: 0.1-1.4) for each year from 2010 to 2015 respectively. Conclusion: Although the incidence rate of HIV remains high among IDUs in Dehong, there was a declining trend over the period studied.


Subject(s)
Acquired Immunodeficiency Syndrome/epidemiology , Drug Users , HIV Infections/epidemiology , Substance Abuse, Intravenous/epidemiology , Substance Abuse, Intravenous/virology , Adult , China/epidemiology , Cohort Studies , Female , HIV Infections/complications , HIV Infections/diagnosis , HIV-1 , Humans , Incidence , Male , Mass Screening , Rehabilitation Centers , Sexual Behavior , Surveys and Questionnaires
20.
Zhonghua Yu Fang Yi Xue Za Zhi ; 50(11): 959-965, 2016 Nov 06.
Article in Zh | MEDLINE | ID: mdl-27903358

ABSTRACT

Objective: To analyze the distribution of hepatitis C virus (HCV) genotypes among Chinese and Burmese drug users in Dehong Prefecture, Yunnan Province. Methods: Plasma specimens and relevant epidemiological data were collected from 7 545 drug users attending rehabilitation centers and methadone clinics in Dehong Prefecture from January to September in 2015, of which 752 were positive for HCV antibodies. HCV RNA was then extracted from 139 random specimens (64 Burmese and 75 Chinese) and the CE1 and NS5B regions were amplified by nested PCR. The sequences of these HCV genes were aligned, a phylogenetic tree was constructed using MEGA 6.0.6 and the average genetic discrete rate of each subtype group was calculated. We used Fisher's exact test to compare distribution of HCV subtypes from different people, using analysis of variance to compare the discrete rates of different CE1 and NS5B subtypes. Results: While we successfully amplified RNA from 43 specimens provided by Burmese patients (67%), including 31 with CE1 region and 38 with NS5B region, 52 from Chinese patients (69%) were successfully amplified including 43 with CE1 region and 45 with NS5B region. We found that 3b and 6n were the predominant subtypes and were found in 27% (n=14) and 37% (n=19) of Chinese and 28% (n=12) and 33%(n=14) of Burmese specimens. Subtypes 6u, 3a, 1a and 1b were present in 14%(n=7), 19%(n=10), 2% (n=1) and 2%(n=1) of Chinese specimens and 16%(n=7), 5%(n=2), 16%(n=7) and 2%(n=1) of Burmese specimens respectively. While the prevalence of subtype 1a was higher among samples from Burmese patients than Chinese patients (P=0.015), the presence of subtype 3a was higher among the latter (P=0.031). The discrete rates of CE1 region subtypes 1a, 1b, 3a, 3b, 6n and 6u were 0.048±0.007, 0.091±0.013, 0.074± 0.008, 0.061 ± 0.006, 0.136 ± 0.009 and 0.031 ± 0.005 (F=516.26, P<0.001). The discrete rates for NS5B region subtypes 1a, 1b, 3a, 3b, 6n and 6u, meanwhile, were 0.032±0.006, 0.065±0.012, 0.058±0.008, 0.041± 0.005, 0.059 ± 0.008, 0.045 ± 0.006 (F=45.11, P<0.001). Conclusion: Six HCV subtypes were identified among drug users in Dehong Prefecture, of which 6n and 3b were predominant. There were statistically significant differences in the distribution of subtypes 1a and 3b, which have been circulating for a long time in this population, between samples from Chinese and Burmese participants.


Subject(s)
Drug Users , Hepacivirus/genetics , Hepatitis C/virology , RNA, Viral/blood , Substance Abuse, Intravenous/virology , Asian People , China/epidemiology , Cross-Cultural Comparison , Drug Users/statistics & numerical data , Genotype , Hepacivirus/classification , Hepacivirus/isolation & purification , Hepatitis C/complications , Hepatitis C/epidemiology , Humans , Male , Phylogeny , Polymerase Chain Reaction , Prevalence , RNA, Viral/genetics , Rehabilitation Centers , Serum/virology , Substance Abuse, Intravenous/complications , Substance Abuse, Intravenous/epidemiology
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