ABSTRACT
BACKGROUND@#The prevalence of hypertension is high among Chinese adults, thus, identifying non-hypertensive individuals at high risk for intervention will help to improve the efficiency of primary prevention strategies.@*METHODS@#The cross-sectional data on 9699 participants aged 20 to 80 years were collected from the China National Health Survey in Gansu and Hebei provinces in 2016 to 2017, and they were nonrandomly split into the training set and validation set based on location. Multivariable logistic regression analysis was performed to develop the diagnostic prediction model, which was presented as a nomogram and a website with risk classification. Predictive performances of the model were evaluated using discrimination and calibration, and were further compared with a previously published model. Decision curve analysis was used to calculate the standardized net benefit for assessing the clinical usefulness of the model.@*RESULTS@#The Lasso regression analysis identified the significant predictors of hypertension in the training set, and a diagnostic model was developed using logistic regression. A nomogram with risk classification was constructed to visualize the model, and a website ( https://chris-yu.shinyapps.io/hypertension_risk_prediction/ ) was developed to calculate the exact probabilities of hypertension. The model showed good discrimination and calibration, with the C-index of 0.789 (95% confidence interval [CI]: 0.768, 0.810) through internal validation and 0.829 (95% CI: 0.816, 0.842) through external validation. Decision curve analysis demonstrated that the model was clinically useful. The model had a higher area under receiver operating characteristic curves in training and validation sets compared with a previously published diagnostic model based on Northern China population.@*CONCLUSION@#This study developed and validated a diagnostic model for hypertension prediction in Gansu Province. A nomogram and a website were developed to make the model conveniently used to facilitate the individualized prediction of hypertension in the general population of Han and Yugur.
Subject(s)
Adult , Humans , Asian People , China/epidemiology , Cross-Sectional Studies , Health Surveys , Hypertension/epidemiology , Nomograms , EthnicityABSTRACT
Objective:To establish the reference for serum metabolomics profiles among healthy Han adults in China, and explore the variation on metabolomics profiles by geographic regions, sex, and age.Methods:Cross-sectional data and serum samples were obtained from the China National Health Survey. A total of 1 039 male and 1 032 female healthy adults(≥30 years) were included in this study. Serum metabolomics analyses were conducted with ultra-performance liquid chromatography-mass spectrometry(UPLC-MS). Orthogonal partial least squares discriminant analysis(OPLS-DA) was performed to compare the differences of metabolomics among different region, sex, and age.Results:Significant differences on metabolomics profiles were identified among region, sex, and age. A total of 114 region-related metabolites were spotted, including 53 metabolites that involved in human metabolic pathways, mainly peptides(20 metabolites) and glycerophospholipid metabolism-related(14 metabolites). Fifty-nine metabolites were pinned down to be sex-related, among which cotinine was significant in all 7 provinces. Age-related metabolites were only found in Shaanxi and Hainan, with 22 metabolites were recognized.Conclusion:Serum metabolomics varies by geographic regions, sex, and age. When metabolomics is applied for diagnosis or biomarker screening in various studies, it shall take into consideration of setting tailored references.
ABSTRACT
Objective To explore the influence of policy support on attitude of staff toward contracted service in community health service ( CHS) centers in different areas of China. Methods A multi-stage stratified cluster sampling method was used to select participants, and questionnaire survey was conducted among 192 staff (99 from Chengdu and 93 from Xiamen) from 4 community health service centers in Chengdu and Xiamen. In addition, documents on contracted service in CHS were collected and analyzed. EpiData software was used to establish database. Double input and cross-check were implemented. SAS version 9.4 was used for data analyses. Results Differences were found in goals, financial modes and insurances coverage in contracted service in the two areas. Among the 192 participants, 80.7% considered that contracted service was worth to carry out; 90.8% supported the implementation of contracted service in local settings and 78.1% were willing to take more work load on contracted service. In contrary, only 41.6% wished their child work as a family doctor. The main reasons for the negative attitudes were that the performance-based salary system had not been well established or implemented, and there was much more work load that resulted from contracted service. Conclusions The majority of the study subjects held positive attitude toward contracted service, but there were disparities between the four study sites. Relative policy and financial support, proper human resource distribution were critical determinants of contracted service.
ABSTRACT
Objective@#The goal of this research was to understand the demographic distribution and related factors of non-marital and non-commercial heterosexual transmission (non-commercial transmission) for HIV/AIDS (human immunodeficiency virus/acquired immunodeficiency syndrome).@*Methods@#Data related to HIV/AIDS infected by non-marital heterosexual transmission and whose present address was in Qian Dongnan, were collected from Information System on the HIV/AIDS Prevention and Control. Information included demographic characteristics, the members of non-marital sex partners, transmission path, detection source, CD4+T lymphocyte level, et al. cases belong to homosexual history, injective drug use or non-classified non-marital heterosexuality transmission were excluded, totally collect HIV/AIDS 919 cases. Multivariate logistic regressions were used to analyze potential factors associated with non-marital and non-commercial heterosexual transmission. In addition, in March and June 2017, using a convenience sampling, we conducted one-to-one interviews among 10 HIV/AIDS who were infected by non-marital heterosexuality and had non-marital and non-commercial heterosexual experience in Kaili Center for Disease Control and Prevention. The content of the interview included basic information, sexual orientation, the main place of making friends and sexual behavior, attitude to commercial heterosexuality and non-martial and non-commercial heterosexuality and so on.@*Results@#Out of the 919 cases, 645 (70.2%) were male, the proportion of non-commercial transmission was 55.06% (506). The proportion of female HIV/AIDS with non-commercial transmission was 84.7% (232), which was higher than male (42.5%(274)) (χ2=138.35, P<0.001). The proportion of Han HIV/AIDS with non-commercial transmission was 61.5% (275), which was higher than other religion (52.2%(412)) (χ2=6.32, P=0.012). The proportion of HIV/AIDS with non-commercial transmission who had 0-5 non-marital sexual partners was 58.8% (498), which was higher than who had>5 non-marital sexual partners (11.1%(8)) (χ2=61.10, P<0.001). The proportion of HIV/AIDS with non-commercial transmission who lived mobile was 72.9% (94), which was higher than who lived fixedly (52.2%(412)) (χ2=19.34, P<0.001). Qualitative interviews results revealed that the age of the respondents were 22-69. Respondents whose ages are in 22-34 were more likely to use mobile phone (4/10) and respondents whose ages are in 35-69 were less likely to look partners through party and the context of working.@*Conclusion@#The proportion of cases being infected by non-marital and non-commercial heterosexual transmission in Qian dongnan was higher than general national levels. The characteristics of sex, marriage status, migration, vocation, the members of non-marital sex partners were significant differed between commercial heterosexual transmission and non-marital and non-commercial heterosexual transmission.
ABSTRACT
Social culture have significant influence on HIV transmission. Men who have sex with men (MSM), have their own sub-culture, by which made them very different with other population in social norm, behavior mode, as well as some HIV related behavior and the disease transmission risk. Up to date, study focused on the association between social culture and HIV transmission among MSM was limited, thus we reviewed relevant studies in the view of social culture and sub-culture of MSM, analyzed how social culture could potentially influence HIV transmission, and how sub-culture could affect MSM's friend-making, HIV risk behaviors in three aspects including social identity, social norm and social development. Furthermore, we provided some recommendations and suggestions on the future work.
Subject(s)
Humans , Male , China , Epidemiology , HIV Infections , Epidemiology , Homosexuality, Male , Prevalence , Risk-TakingABSTRACT
<p><b>OBJECTIVE</b>To understand the prevalence of informing doctors of the HIV infection status during medical care seeking and influential factors among people living with HIV/AIDS.</p><p><b>METHODS</b>The study was conducted among people living with HIV/AIDS in 7 provinces in China, including those receiving HIV test, HIV counsel and HIV infection treatment. The data were analyzed with software SAS 9.2. Chi-square test was used to compare the informing rates in patients with different characteristics. Univariate and multivariate logistic regression analyses were conducted to identify the influential factors.</p><p><b>RESULTS</b>Of the 2 432 HIV/AIDS patients, 49.7% (716/1 442) didn't inform the doctors of their HIV infection status actively. The non-active informing rate was 51.9% (559/1 077) in males, 62.9% (212/337) in age group 18-30 years old, 58.1% (555/955) in those with a educational level >primary school, 65.7% (241/367) in those working in private/joint companies or the self employed and 62.5% (197/315) in those living in small cities. The non active informing rate was highest in those infected through sexual contact (66.3%, 275/415). Multivariate logical regression analysis indicated that those infected through illegal blood donation would like to inform of the HIV infection status actively (OR=0.083, 95% CI: 0.049-0.141) , but those working in private/joint companies or the self employed would like not to inform of the HIV infection status actively (OR=1.531, 95% CI: 1.017-2.304).</p><p><b>CONCLUSION</b>The non active informing rate of HIV infection status was high in people living with HIV/AIDS. It is necessary to conduct the targeted health education to encourage people living with HIV/AIDS to inform of their HIV infection status actively.</p>
Subject(s)
Adolescent , Adult , Female , Humans , Male , Young Adult , Acquired Immunodeficiency Syndrome , China , Communicable Diseases , Communication , HIV Infections , Health Behavior , Health Education , Mass Screening , Physician-Patient Relations , Prevalence , Sexual BehaviorABSTRACT
<p><b>OBJECTIVE</b>This study was aimed to investigate the ways of spousal notification and its associated factors among HIV discordant couples.</p><p><b>METHODS</b>A face-to-face questionnaire survey was conducted in Henan, Yunnan, Sichuan provinces and Guangxi Zhuang Autonomous Region in China. Information including democratic characteristics, knowledge and behaviors correlated with HIV infections and ways of HIV infectious status notification was collected. 'Data information system' on AIDS prevention and control was used to collect information on the transmission route.</p><p><b>RESULTS</b>A total of 770 pairs of HIV discordant couples were studied, among which 414 (53.77%) HIV positive respondents reported as self-notification, with another 44.68% were notified by medical staff. Factors associated with ways of notification included gender, nation, transmission route, and education level. HIV positive respondents who were female, under Han nationality, being paid blood donors, having had higher education level, were more likely to inform their HIV negative spouse by themselves.</p><p><b>CONCLUSION</b>Nationality and HIV transmission route of the HIV positive individuals were found as significant factors associated with ways of spousal notification. Therefore, HIV discordant couples notification should be strengthened, especially in the Minority-living areas and areas where HIV transmission was predomint through sexual contact and/or via injected drug use.</p>