1.Association of diabetes and risk of tuberculosis in community population in Shanghai
Jin LI ; Qi ZHAO ; Jinyan ZOU ; Yong LI ; Genming ZHAO ; Yonggen JIANG ; Liping LU
Journal of Public Health and Preventive Medicine 2025;36(4):42-46
Objective To explore the association of diabetes status with the development of tuberculosis (TB) among the community population in Shanghai, and to provide evidence for the formulation of tuberculosis prevention and control strategies. Methods This population-based cohort study was based on Shanghai Suburban Adult Cohort and Biobank (SSACB) in China. The baseline data were acquired by questionnaires, physical examinations and blood biochemistry tests. TB incidence was obtained by matching with TB management information system data. A Cox proportional risk model was established to assess the risk of tuberculosis. Results A total of 36 014 research subjects were included, with an average age of 56.3±11.3 years, of which 14 587 (40.5%) were male. Over 6 years of follow-up, 47 individuals progressed to tuberculosis (incidence rate: 19.8 per 100 000 person-year, 95% CI: 14.6 -26.4). An increased risk of TB was observed in participants with newly diagnosed diabetes compared with those without diabetes (adjusted hazard ratio [aHR], 2.73; 95% CI, 1.19 - 6.28). Conclusion The risk of tuberculosis in newly diagnosed diabetic patients is significantly increased, and strengthening tuberculosis screening for this population should be considered in practical work.
2.A cohort study of lipid levels and recurrence risk of ischemic stroke in a community-based natural population in Songjiang District, Shanghai
Yangbo GENG ; Huayuan FEI ; Yunlong KAN ; Minhua TANG ; Yunhui WANG ; Jianguo YU ; Jiedong XU ; Yiling WU ; Genming ZHAO ; Yonggen JIANG ; Yan JIN
Shanghai Journal of Preventive Medicine 2025;37(7):562-568
ObjectiveTo investigate the recurrence of ischemic stroke (IS) and to analyze the association between four indices of total cholesterol (TC), low-density lipoprotein cholesterol (LDL-C), high-density lipoprotein cholesterol (HDL-C), and triglycerides (TG) and the risk of IS recurrence by analyzing the follow-up data related to IS in the community-based natural population of Songjiang District, Shanghai, so as to provide a scientific basis for improving the prognosis of stroke patients in the community and controlling IS recurrence. MethodsA prospective follow-up study was conducted among the IS patients in the community-based cohort population, collecting data about patient’s age, gender, disease history, biochemical indicators, and etc. Cox regression model and restricted cubic spline model were used to analyze the relationship between different levels of plasma lipids and the recurrence of IS in these patients. ResultsA total of 1 368 patients with IS were included. The total follow-up duration was 7 171.46 person-years, with a median follow-up time of 6.24 years. There were 420 cases of IS recurrence, resulting in a cumulative recurrence rate of 30.70%. The results of multivariate Cox regression analysis showed that the recurrence risk of IS was reduced when the baseline TC and LDL-C levels of IS patients were in the ranges of 4.65‒5.67 mmol·L-1 and 2.52‒3.46 mmol·L-1, respectively. The results of restricted cubic spline analysis showed a U-shaped relationship between baseline TC and LDL-C levels and the recurrence risk in IS patients. ConclusionThe cumulative recurrence rate of patients with IS in the community of Songjiang District in Shanghai is high, and the levels of TC and LDL-C at baseline survey are correlated with the recurrence of IS in these patients. It is suggested to pay more attention to the levels of LDL-C and TC in patients with IS, so as to improve the prognosis.
3.Development of a nomogram-based risk prediction model for chronic obstructive pulmonary disease incidence in community-dwelling population aged 40 years and above in Shanghai
Yixuan ZHANG ; Yiling WU ; Jinxin ZANG ; Xuyan SU ; Xin YIN ; Jing LI ; Wei LUO ; Minjun YU ; Wei WANG ; Qi ZHAO ; Qin WANG ; Genming ZHAO ; Yonggen JIANG ; Na WANG
Shanghai Journal of Preventive Medicine 2025;37(8):669-675
ObjectiveTo develop a nomogram-based risk prediction model for chronic obstructive pulmonary disease (COPD) incidence among the community-dwelling population aged 40 years old and above, so as to provide targeted references for the screening and prevention of COPD. MethodsBased on a natural population cohort in suburban Shanghai, a total of 3 381 randomly selected participants aged ≥40 years underwent pulmonary function tests between July and October 2021. Cox stepwise regression analysis was used to develop overall and gender-specific risk prediction models, along with the construction of corresponding risk nomograms. Model predictive performance was evaluated using the C-indice, area under the curve (AUC) values, and Brier score. Stability was assessed through 10-fold cross-validation and sensitivity analysis. ResultsA total of 3 019 participants were included, with a median follow-up duration of 4.6 years. The COPD incidence density was 17.22 per 1 000 person-years, significantly higher in males (32.04/1 000 person-years) than that in females (7.38/1 000 person-years) (P<0.001). The overall risk prediction model included the variables such as gender, age, education level, BMI, smoking, passive smoking, and respiratory comorbidities. The male-specific model incorporated the variables such as age, BMI, respiratory comorbidities, and smoking, while the female-specific model included age, marital status, respiratory comorbidities, and pulmonary tuberculosis history. The C-indices for the overall, male-specific, and female-specific models were 0.829, 0.749, and 0.807, respectively. The 5-year AUC values were 0.785, 0.658, and 0.811, with Brier scores of 0.103, 0.176, and 0.059, respectively. Both 10-fold cross-validated C-indices and sensitivity analysis (excluding participants with a follow-up duration of <6 months) yielded C-indices were above 0.740. ConclusionThis study developed concise and practical overall and gender-specific COPD risk prediction models and corresponding nomograms. The models demonstrated robust performance in predicting COPD incidence, providing a valuable reference for identifying high-risk populations and formulating targeted screening and personalized management strategies.
4.Study on the association of diet pattern with chronic obstructive pulmonary disease in population aged 40 years and above in Songjiang District, Shanghai
Xinyue PANG ; Jianguo YU ; Xin YIN ; Zhongxing SUN ; Xing LIU ; Jing LI ; Yiling WU ; Qi ZHAO ; Yonggen JIANG ; Genming ZHAO ; Na WANG ; Qingwu JIANG
Chinese Journal of Epidemiology 2024;45(12):1649-1657
Objective:To explore the incidence of chronic obstructive pulmonary disease (COPD) in a cohort aged 40 years and above in Songjiang District, Shanghai, and to analyze the association of Mediterranean diet pattern and dietary approaches in stopping hypertension pattern (DASH) with the risk of developing COPD.Methods:Based on a natural population cohort in Songjiang District, Shanghai, 27 474 adults aged 40 years and above who did not have COPD at baseline were enrolled in the study. The Cox proportional risk regression model was used to analyze the association of baseline Mediterranean diet pattern score and DASH score with the risk of COPD, and the hazard ratio ( HR) of the risk and its 95% CI were calculated. Restricted cubic spline was used to analyze the nonlinear association between the two diet scores and the risk of COPD. Stratified analyses were performed according to gender, age, smoking status, etcetera. Sensitivity analyses were conducted by censoring cases diagnosed within one year after the baseline survey or people with a history of malignant tumor disease. Results:As of June 30, 2023, after a median follow-up time of 6.21 years, there were 1 089 (4.0%) new COPD cases with an incidence density of 64.00 per 10 000 person-years. After adjusting for relevant confounders, in the Mediterranean tertile subgroups under diet pattern score, the risk of developing COPD could be reduced by approximately 14% in the intermediate scoring group ( HR=0.86, 95% CI: 0.75-0.99) and 15% in the highest scoring group ( HR=0.85, 95% CI: 0.72-0.99) compared to the lowest scoring group. The association remained after censoring cases diagnosed within one year of the baseline survey ( HR=0.82, 95% CI: 0.70-0.95; HR=0.82, 95% CI: 0.68-0.97) or censoring people with a history of malignant tumor disease ( HR=0.84, 95% CI: 0.73-0.97; HR=0.84, 95% CI: 0.71-0.99). No statistical association was found between the DASH score and the risk of COPD. Conclusions:The Mediterranean diet pattern was associated with a lower risk of COPD. Increasing the intake of vegetables, fruits, legumes, and whole grains and decreasing the intake of red meat and others can reduce the risk of COPD. No association was found between the DASH dietary pattern and the risk of COPD in this community population.
5.Incidence and recovery of nonalcoholic fatty liver disease among residents aged 65 years old and above in Xinqiao Town, Songjiang District, Shanghai
Xinxing LIANG ; Jinghong PENG ; Yiling WU ; Genming ZHAO ; Yonggen JIANG ; Yunhui WANG ; Xing LIU
Shanghai Journal of Preventive Medicine 2024;36(8):793-801
ObjectiveTo analyze the incidence, recovery rate and associated factors of nonalcoholic fatty liver disease (NAFLD) among residents aged 65 years old and above in Xinqiao Community of Songjiang, Shanghai, and to provide basic data for further efficient community management. MethodsData of annual geriatric physical examination program for residents aged 65 and above were collected in Xinqiao Community, Songjiang from 2016 to 2022. Those residents who participated twice or more were included in this analysis. Data were collated into longitudinal form. For each participant, data of the first physical examination was used as baseline, and each subsequent examination was taken as follow-up. Incidence and recovery rate of NAFLD were calculated. Cox proportional hazard models were used to explore the associated factors and their changes with the onset and recovery of NAFLD. ResultsDuring the study period, a total of 11 983 residents participated in physical examinations, of which 8 644 participated twice or more, and 8 154 had no history of excessive alcohol consumption. B-ultrasound showed that there were 5 267 residents without NAFLD and 2 887 with NAFLD at baseline. After a median follow-up of 3.3 years, the incidence density of NAFLD in this population was estimated to be 11.5 per 100 person-years, and the recovery density was 23.4 per 100 person-years. The incidence density of NAFLD was negatively associated with age, and positively associated with baseline BMI, abdominal obesity, high fasting blood glucose, and high triglycerides. The recovery density was negatively associated with baseline BMI and abdominal obesity. Compared with those with normal BMI at both baseline and follow-up, those with persistent obesity showed the highest risk of NAFLD (males: HR: 3.19, 95%CI: 2.16-4.70; females: HR: 3.34, 95%CI: 2.46-4.54) and the lowest potential of recovery (males: HR: 0.58, 95%CI: 0.42-0.82; females: HR: 0.58, 95%CI: 0.44-0.77). Persistently high triglycerides were also associated with a higher risk of developing the disease. ConclusionResidents aged 65 years old and above in Xinqiao, Shanghai had a higher incidence and recovery rate of NAFLD. Women, being obese and having hyperlipidemia are at a higher risk for the development and persistence of NAFLD.
6.Efficacy of different questionnaires in screening COPD in the communities of Songjiang District, Shanghai
Xin YIN ; Yiling WU ; Shanshan HOU ; Jing LI ; Wei LUO ; Minjun YU ; Jinxin ZANG ; Wei WANG ; Xuyan SU ; Qi ZHAO ; Yinfeng ZHU ; Genming ZHAO ; Yonggen JIANG ; Qingwu JIANG ; Na WANG
Shanghai Journal of Preventive Medicine 2024;36(4):386-392
ObjectiveTo evaluate the efficacy of three screening questionnaires for COPD in the community residents of Songjiang District, Shanghai, and to provide a basis for selecting COPD screening questionnaire and process that are more suitable. MethodsCommunity residents aged 40 years or over were randomly selected from the Shanghai Suburban Adult Cohort and Biobank for the study with screening questionnaires and spirometry. Questionnaires included the COPD screening questionnaire (COPD-SQ), the COPD population screener (COPD-PS) and the revised COPD diagnostic questionnaire (revised-CDQ). Evaluation of the efficacy of these questionnaires was based on the area under the receiver operating characteristic curve (AUC) of the subjects. DeLong test was used to compare the accuracy of different questionnaires; Z test was used to compare the accuracy of different cut-off values for the same questionnaire. ResultsAmong 3 184 community residents, a total of 259 (8.1%) COPD patients were screened by spirometry. AUC values of these 3 screening questionnaires were >0.7 indicating that they were reliable COPD screening tools. The sensitivity and specificity of the questionnaires at the recommended cut-off values were COPD-SQ (63.7% and 72.2%), COPD-PS (12.0% and 96.1%), and revised CDQ (78.8% and 52.7%), with the COPD-SQ having the highest screening accuracy (AUC=0.754). The optimal and recommended cut-off values for the three questionnaires differed in this population, but the difference in accuracy was statistically significant only for COPD-PS. The optimal cut-off values for the three questionnaires differed between male and female, and the sensitivity and accuracy of COPD-SQ and COPD-PS improved when lower cut-off values were used for women. The AUC was greater when two questionnaires were utilized simultaneously for screening, but the differences were not statistically significant. ConclusionThe COPD-SQ is recommended for primary COPD screening; a lower cut-off value for women should be considered. The COPD screening questionnaire needs to be further improved for the early diagnosis and treatment of COPD patients.
7.Non-alcoholic fatty liver disease related health outcomes and influencing factors among community inhabitants
Yunlong KAN ; Yongmei LI ; Minhua TANG ; Yangbo GENG ; Genming ZHAO ; Yonggen JIANG
Shanghai Journal of Preventive Medicine 2024;36(6):596-601
ObjectiveTo describe different non-alcoholic fatty liver disease (NAFLD) outcomes among community inhabitants, and further to explore the correlation between bio-indicator level variance and the outcomes. MethodsPhysical indicators (height, weight, waist circumstances, hip circumstances, blood pressure, etc), biochemical indicators [fasting plasma glucose, HbA1c, serum triglycerides(TG), serum total cholesterol(TC), low-density lipoprotein cholesterol(LDL-C), high-density lipoprotein cholesterol(HDL-C), liver related transaminase, etc] and clinical imaging (B-scan ultrasonography) were collected during the follow-up from the Songjiang Natural Population Sub-cohort. The identification of NAFLD was supported by the definition criteria from Guidelines for the diagnosis and treatment of non⁃alcoholic fatty liver disease. Paired t-test and multifactorial logistic regression model were used to compare the difference between the indicator level of the subjects from different outcome subgroups and to further analyze the correlation between these indicator variance and different NAFLD outcomes. ResultsDuring a median follow-up time of 2.94 years, 12 076 subjects were involved. The cumulative NAFLD incidence and remission rate were 21.57% and 31.15%, respectively. The proportion of subjects who still had NAFLD was 27.96%. Among subjects with newly-developed NAFLD, indicators including blood pressure, BMI, fasting plasma glucose, and plasma lipid level increased, while in the remission subgroup, blood pressure, BMI(WHR), waist-hip ratio(WHR), and TG level were significantly decreased. Increased level of systolic pressure, WHR, BMI, HbA1c, and LDL-C might be the risk factors to the occurrence of NAFLD. While decreased level of WHR, BMI, TC and LDL-C level and elevated HDL-C level were likely to be the influencing factors of NAFLD remission process. ConclusionThe NAFLD morbidity in the community inhabitants is relatively high. BMI, WHR, fasting plasma sugar and plama lipid level variance may act as the influencing factors towards different NAFLD outcomes.
8.Epidemiological characteristics of stroke incidence from 2017 to 2022 in Songjiang District, Shanghai
Xuyan SU ; Yuzhuo WANG ; Yiling WU ; Jingyi HE ; Peng YANG ; Dongchen LANG ; Yonggen JIANG ; Genming ZHAO ; Yang ZHENG
Shanghai Journal of Preventive Medicine 2024;36(11):1065-1069
ObjectiveTo investigate the prevalence of stroke in Songjiang District from 2017 to 2022, to analyze the epidemiological characteristics of stroke incidence, so as to provide a scientific basis for the formulation of stroke prevention and control policies. MethodsData of new stroke incidence from 2017 to 2022 in Songjiang District were obtained from the Shanghai Stroke and Acute Myocardial Infarction Registration and Reporting Information System. In addition, different classifications such as time of onset, gender, age group and types of stroke, were statistically analyzed. Statistical indicators, such as the number of incidence, crude incidence rate, standardized incidence rate and average age of incidence were calculated simultaneously. Joinpoint software were used to calculate the annual change percentage (APC) and the trend of stroke incidence in Songjiang District. ResultsFrom 2017 to 2022, the newly reported cases of stroke were 12 988 in Songjiang District, the crude incidence rate was 325.76/105, and the standardized incidence rate was 127.58/105. The crude incidence rate and standardized incidence rate in males were 363.45/105 and 157.17/105, respectively, but 288.68/105 and 99.02/105 in females. The mean age of onset was (73.12±11.75) years, of which the mean age of onset was (70.86±11.96) years for men and (75.91±10.85) years for women. The incidence of stroke increased with age, rising rapidly after 60 years and reaching a peak in the age group of ≥ 80 years old. The crude incidence rate and standardized incidence rate of stroke in Songjiang District showed a downward trend from 2017 to 2022, with an APC of -6.20% and -8.01%, respectively (P=0.018, 0.007). The newly reported stroke was dominated by ischemic stroke, accounting for 82.81% of the total cases, with a crude incidence rate of 269.77/105 and a standardized rate of 103.84/105. The incidence of stroke presented seasonal characteristics, with the highest incidence in winter, accounting for 26.11% of the whole year. ConclusionThe incidence rate of stroke in Songjiang District shows a declined trend, but the overall incidence is still at a high level. The situation of prevention and control is still serious, with a heavy disease burden. It is necessary to strengthen health education and disease management for the elderly.
9.Establishment of Shanghai Suburban Adult Cohort and Biobank
Qi ZHAO ; Xing LIU ; Yonggen JIANG ; Na WANG ; Dongli XU ; Wen CHEN ; Yiling WU ; Hongjie YU ; Feng JIANG ; Jianhua SHI ; Yu XIANG ; Na HE ; Genming ZHAO
Chinese Journal of Epidemiology 2023;44(1):28-33
Urbanization has increased the population density and exposure to environmental risk factors, accelerated changes of people's lifestyles and aggravated population health disparities. A general population cohort in eastern China, Shanghai Suburban Adult Cohort and Biobank (SSACB), was established to understand the incidence and prevalence of chronic and non-communicable diseases, and identify environmental, lifestyle, and genetic risk factors in adults (aged 20-74 years old) living in the suburban of Shanghai, where urbanization process is rapid, and provide evidence for the precise prevention and control of chronic diseases. The cohort study was launched by School of Public Health,Fudan University depended on "Discipline Construction Project Shanghai Peak for Public Health and Preventive Medicine". Four districts in Shanghai, i.e. Songjiang, Jiading, Minhang and Xuhui, were selected. A total of 69 116 permanent residents aged 20-74 years were recruited. Epidemiological investigation, physical examination and laboratory tests were conducted to collect the basic information of the study subjects. Blood and urine samples were collected from them to establish a biobank. An information platform was established, from which the baseline data of the study subjects in electronic medical record system, chronic disease management system, cancer registry, infectious disease reporting system, and death registry can be shared. This paper introduces the design concept, process and future plan of SSACB.
10.Epidemiological characteristics and risk factors of hypertension in residents in Songjiang District, Shanghai: a cohort based cross-sectional study
Yiling WU ; Jing LI ; Wei WANG ; Ying GUAN ; Yonggen JIANG ; Genming ZHAO
Shanghai Journal of Preventive Medicine 2022;34(4):371-375
ObjectiveTo determine the epidemiological characteristics and risk factors of hypertension in residents in Songjiang District of Shanghai, and provide evidence for prevention and control of hypertension. MethodsLocal residents aged between 20 and 74 years were recruited from four towns in Songjiang District from 2016 to 2017 by using a multistage sampling strategy. Questionnaire surveys were conducted, and then physical examination, blood pressure measurement, glucose test and lipid test were performed. The data was analyzed by SPSS 16.0 software. Chi-square test was used to compare the differences in the prevalence of hypertension in residents, stratified by demographics and health conditions. Risk factors were determined by multivariate logistic regression. ResultsAmong 35 759 residents with a median age of 58 years and the proportion of male being 40.67%, crude prevalence of hypertension was 54.24% (19 395/35 759) and standardized prevalence was 31.69%. In the hypertensive patients, proportion of hypertension awareness was 61.09%, with 63.67% in male and 59.10% in female. Proportion of receiving treatment was 49.00%, with 50.91% in male and 47.51% in female. Furthermore, in the hypertensive patients with treatment, proportion of effectively controlling hypertension was 40.50%, with 44.46% in male and 37.21% in female. Multivariate logistic regression showed that male (OR=1.272), senior age (40‒59 years old: OR=4.353, 60‒74 years old: OR=9.802), overweight (OR=1.823), obesity (OR=3.070), central obesity (OR=1.380), diabetes (OR=1.923), dyslipidemia (OR=1.452), and drinking (OR=1.338) were risk factors associated with hypertension. ConclusionPrevalence of hypertension is high, while the proportions of receiving treatment and effective control remain low in residents in Songjiang District. It warrants strengthening prevention and control of hypertension in targeted and young residents.


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