To predict the occurrence ofposttraumatic stress disorder (PTSD),using a Support Vector Machine (SVM) on adults in flood district.Diagnostic and Statistical Manuals on Mental Disorders (IV Edition) were used to examine and diagnose the victims in flood districts.Based on the forecasting model of SVM with PTSD as dependent variables and 23 influence factors of PTSD as independent variables,prediction of PTSD was conducted among the victims.After considering 23 influence factors into the prediction model,the agreement rate of prediction of the model was 88.05 percent,with sensitivity as 75.0 percent,and specificity as 89.4percent.Conclusion: The prediction model based on SVM with 23 influence factors had good effect on predicting the occurrence of PTSD.

Objective To investigate the trend and related determinants of cigarette smoking on experimental smokers among undergraduate students in Changsha.Methods Stratified sampling method was adopted and 3600 undergraduate students from grade 1 to 3 in Changsha city were investigated through a self-administered questionnaire.All the experimental smokers during the last month were selected and divided into two groups based on the present smoking status.x2 test and logistic regression analysis were used to compare the differences of cigarette smoking among subpopulations and to explore the determinants.Results Among the 1550 experimental smokers of undergraduate students,the prevalence of cigarette smoking was 30.8％(95％CI:28.5-33.1).Students from the second-class(OR=2.367)or the third-class universities(OR=2.562)were more likely to adopt smoking behavior than those from top universities.Students majored in sports or arts(OR=2.456)were significantly more inclined to smoke than the liberal arts students.Students whose father were cadres(OR=1.602)were more likely to become smokers than those whose fathers were workers.Students being males(OR=7.386),having high monthly expenses(OR=1.139),with positive attitude to smoking benefits(OR=1.140)were risk factors for smoking.Number of smoking members in the family(OR=1.801)was significantly associated with the prevalence of cigarette smoking.Knowledge on diseases caused by smoking(OR=0.806)was protecting factor to smoking among the experimental smokers.Conclusion Those experimental smokers among undergraduate students might become smokers and the determinants of cigarette smoking behavior would include:ranking of universities,students' major,gender,father' s occupation,amount of pocket money,number of smoking members in the family,knowledge about smoking,the attitude to the benefit of smoking.

OBJECTIVE: To explore the change and influence factors of quality of life QOL for drug abusers who accepted methadone maintenance treatment (MMT). METHODS: The questionnaire of QOL-BRIEF was used to measure the level of QQL when patients just entered the study and 6 months after the treatment respectively. The effect of therapy and characteristic of patients on change of QOL was analyzed. RESULTS: The scores in physiological domain, psychological domain, and the total score obviously increased after the treatment. There was no significant difference in the change of QOL between the patients of different dose groups. The QOLs of males and patients with long-time drug use improved significantly after the treatment. CONCLUSION MMT can raise the QOL of drug abusers. Gender and time of drug use may be the risk factors of QOL improvement.
Female ; Humans ; Male ; Methadone ; administration & dosage ; Opioid-Related Disorders ; drug therapy ; Quality of Life ; Substance Withdrawal Syndrome ; drug therapy ; Surveys and Questionnaires

OBJECTIVETo explore the current status of HIV infection and HIV-related knowledge, attitude and practice (KAP) among men who have sex with men (MSM) in 14 cities in China.

METHODSA cluster sampling method was administrated and 14 large or medium cities were selected. The respondent-driven sampling (RDS) was also used to conduct a questionnaire survey in 6101 MSM. Blood specimens were collected for HIV and syphilis testing.

RESULTSA total of 6101 MSM were selected and investigated, with an HIV infection rate of 6.3% (384/6101) and a syphilis infection rate of 14.0% (854/6101). The proportion of MSM knowing correct HIV/AIDS knowledge was 59.7% (3644/6101); 6.2% (378/6101) and 11.2% (683/6101) of the respondents ever had buying sex or selling sex in the last six months respectively; the proportion of consistent condom-using each time while with male partners in the last month was 39.2% (2392/6101). The proportion of condom-using while with male partners was 65.2% (3978/6101) in the last time among MSM.

CONCLUSIONA high HIV infection rate was observed among MSM with limited HIV/AIDS awareness and high risk behaviors. It is necessary to initiate a rapid response to prevent HIV spreading in MSM.

Acquired Immunodeficiency Syndrome ; epidemiology ; China ; epidemiology ; Cluster Analysis ; Health Knowledge, Attitudes, Practice ; Homosexuality, Male ; psychology ; Humans ; Incidence ; Male ; Risk-Taking ; Surveys and Questionnaires ; Unsafe Sex

Objective To review the existing literature and quantitatively evaluate the association of circulating vaspin levels and the risk of gestational diabetes mellitus ( GDM) ． Methods We systematically searched the PubMed，EMBASE，Web of Science，China National Knowledge Infrastructure，and WanfangData databases up to June 2019． Pooled standardized mean differences ( SMDs) with 95% confidence intervals ( CIs) were calculated using random－ or fixed－effects models based on the heterogeneity of studies． Subgroup analyses，Meta－regression，sensitivity and publication bias were assessed to analyze the heterogeneity and the robustness of the results． All statistical analyses were performed using STATA 12．0． Ｒesults Nine articles ( 11 comparisons) published from 2013 to 2019 were included in our final Meta－analysis，covering a total of 738 patients with GDM and 661 normal pregnant women． There was significant difference in the overall maternal circulating vaspin levels between GDM patients and healthy pregnant women ( SMD= 0．613，95% CI: 0．044－1．182，P= 0．035) ． Subgroup analyses stratified by trimester in which vaspin was measured and whether BMI was matched suggested the similar trend to the overall result． Subgroup analysis according to ethnicity found that circulating vaspin level might not be related to GDM in " European" subgroup; sensitivity analysis by excluding moderate－quality studies and BMI－unmatched studies found that circulating vaspin levels were still related to GDM risk． Conclusions Our Meta－analysis indicated that maternal circulating vaspin levels might be positively correlated with the risk of GDM in Asians．

Objective to explore the current situation and related influencing factors on the retention time of patients receiving methadone maintenance treatment (MMT). Methods Information on basic situation and daily treatment of the patients were collected from the 7 MMT clinics opened in the pro-two batch in Hunan province. Retention rate and influencing factors were analyzed. Results (1) The retention rates after 6 and 12 months of MMT became 72.06% and 49.65% respectively. (2) The retention rates of high-dosage group and low-dosage group were 85.03% and 68.03% after 6 months on MMT program while became 60.48% and 46.28% after 12 months of MMT respectively. (3) The mean retention time of HIV+ patients and HIV- patients were 9.46 months and 8.62 months respectively during the 12 months follow-up observation, showing a significant difference. (4) Patients who took large dose methadone, did not share needles, at older age or HIV+ , were prone to keep MMT at a long period. Conclusion The retention rates for 6 months and 12 months in the MMT program in Hunan province were similar to the national data. Dose, type of drug abuse, age and HIV status were related to the period of retention.

Objective To explore the risk factors on the symptoms of lumbar intervertebral disc herniation so as to develop a predictive model for the disease. Methods With a populationbased case-control study, 303 of 50 123 residents were diagnosed as having lumbar intervertebral disc herniation symptoms. 152 cases and 167 healthy controls, matched by gender and age, were randomly chosen as case and control groups. Questionnaires were used to collect information on the exposure to risk factors and logistic predictive model was then established. Results Through non-conditional logistic regression analysis, data showed that the positive family history of lumbar vertebra disorder, lumbar treatment or surgery, mental stress, acute low back injury, permanent work pose, and body mass index ≥23.0 kg/m2 were the risk factors among residents from the countryside. The area under the receiver operator characteristic curve of logistic predictive model was 0.809. When 0.4 was set as the classification cutoff, the total predictive correct rate, sensitivity, and specificity were 74.0%, 73.7%, and 74.3% respectively. Conclusion The occurrence of lumbar disk herniationcan in countryside population was affected by multi-variables including genetic and environmental, and could be predicted with the logistic regression model established by our group.The positive predictive results could be used to alarm the patients and doctors for prevention and treatment of the disease.

Objective To determine the risk factors related to tuberculosis infection among people living with HIV/AIDS and to develop strategies for preventing the co-infection.Methods A 1:2matched nested case-control study was carried out to analyze the influencing factors of tuberculosis among people living with HIV/AIDS.Results 1018 people living with HIV/AIDS were followed up for one year with a total number of 736.75 person-years,among them 62 tuberculosis cases were diagnosed.The incidence density of tuberculosis among people living with HIV/AIDS was 8.42 persons per 100 person-years.Factors as education level(OR=0.483),vaccination history of Bacille Calmette Guerin(OR=0.561),CD_4~+ count T-lymphocyte(OR=0.356),unemployment(OR=1.976),living alone(OR=2.646),and smoking(OR=2.215)were significantly related to the prevalence of tuberculosis among people living with HIV/AIDS.Conclusion High education level,with vaccination history of Bacille Calmette Guerin and high level of CD_4~+ T-lymphocyte count were protective factors while being unemployed,living alone,and smoking habit were risk factors related to the prevalence of tuberculosis among people living with HIV/AIDS.

Objective To study the features,safe Sex behavior and the size of men who have sex with men(MSM)population in actuaI and virtual venues in one city.Methods We carried out a cross-sectional study in actual and virtual venues,using the Estimated Size of Population from a Single Sample(LMS method)to estimate the size of MSM population.Results Most MSM in actual venues were 24-43 year olds and had received high school education,whereas in virtual venues,the majority of this population were younger than 29 years old and had higher education,including some college students.The awareness of AIDS of the two groups from different venues showed no statistically significant difierence,neither the safe sex behaviors.Proportions of the MSM population in actual and virtuaI venues were 21.22%(16 383,95%CI:11514-21252)and 78.78%(60830,95%CI:57327-64329),respectively.After adjusting the overlapping part of the MSM from both venues,the total number was between 60 830 and 77213,constituting a proportion of 5.03%-6.38%in the sexually active male population(15-64 year olds)in this city.Conclusion The size of the MSM population was large but the characteristics were different in the actual or virtual venues.As most MSM preferred going to the virtual venues,intervention program on AIDS-specific strategy in this area,in particular dealing with the Internet,should be strenthened.

OBJECTIVETo explore the relevant factors of the causes of sexual orientations of gay.

METHODFrom March to June 2013, 350 gays were recruited from one music bar and three bath centers where gays frequently visited in Changsha city, by proportional stratified sampling method. Meanwhile, another 332 males who identify themselves as non-homosexuality were also recruited considering the composition of ages, gender and educational background. Questionnaire survey was conducted to all the subjects, with 300 effective ones reclaimed. The questionnaire included the general demographic information, traits of character, the condition of foster in childhood and information of family members. The differences between the gays and non-homosexuality groups were analyzed to explore the causes of the sexual orientations of gays.

RESULTSThere were statistical significant differences between gays and non- homosexuality group on following indexes (χ(2) was 59.63, 5.90, 16.01, 84.99, 161.57, 77.77, 112.32, 190.84, 30.10 respectively, all of P < 0.05) :had a tender father and an impervious mother, were physically weak, not agile, physically inactive, attentive to details, highly conservative, not adventurous, and radical in childhood, were raised as girls before the age of 18, liked to dress as girls before the age of 18, don't liked to play toy knives and toy guns before the age of 18, suffered from sexual abuse before the age of 18 (e.g. forced to expose private parts or forced to have sex) by adults, had read or watched books or films about homosexual and experienced sexual pleasure from that before the age of 18. The rate of gays on these indexes was separately 62.3% (187/300), 57.7% (173/300) , 62.3% (187/300) , 63.0% (189/300), 67.3% (202/300) , 62.7% (189/300), 68.0% (204/300), 65.0% (195/300) and the rate on these indexes of non-homosexuality group was separately 21.3% (64/300), 28.0% (84/300) , 25.0% (75/300) , 12.7% (38/300), 31.3% (94/300), 17.7% (53/300) , 12.7% (38/300), 42.7% (128/300) . The rate of gays on these factors:the youngest boy in family, had the father or twin brothers who were homosexual or self identified as gay was 62.7% (188/300), 56.0% (168/300) and 62.0% (18/29) respectively; and the rate was 40.7% (122/300), 4.0% (12/300) and 20.0% (2/10), respectively among non-homosexuality group. The difference showed statistical significance (χ(2) was 34.52, 193.14, 5.27 respectively, all of P < 0.05).

CONCLUSIONThe correlative factor of sexual orientation of gays maybe was family relationship, tend and education since childhood, psychological characteristics, sexual experience during puberty.

Adult ; Homosexuality, Male ; psychology ; statistics & numerical data ; Humans ; Male ; Sexual Behavior ; statistics & numerical data ; Surveys and Questionnaires