1.Association of short-term air pollution with risk of major adverse cardiovascular event mortality and modification effects of lifestyle in Chinese adults.
Wendi XIAO ; Xin YAO ; Yinqi DING ; Junpei TAO ; Canqing YU ; Dianjianyi SUN ; Pei PEI ; Ling YANG ; Yiping CHEN ; Huaidong DU ; Dan SCHMIDT ; Yaoming ZHAI ; Junshi CHEN ; Zhengming CHEN ; Jun LV ; Liqiang ZHANG ; Tao HUANG ; Liming LI
Environmental Health and Preventive Medicine 2025;30():38-38
BACKGROUND:
Previous evidence showed that ambient air pollution and cardiovascular mortality are related. However, there is a lack of evidence towards the modification effect of long-term lifestyle on the association between short-term ambient air pollution and death from cardiovascular events.
METHOD:
A total of 14,609 death from major adverse cardiovascular events (MACE) were identified among the China Kadoorie Biobank participants from 2013 to 2018. Ambient air pollution exposure including particulate matter 2.5 (PM2.5), SO2, NO2, CO, and O3 from the same period were obtained from space-time model reconstructions based on remote sensing data. Case-crossover design and conditional logistic regression was applied to estimate the effect of short-term exposure to air pollutants on MACE mortality.
RESULTS:
We found MACE mortality was significantly associated with PM2.5 (relative percent increase 2.91% per 10 µg/m3 increase, 95% CI 1.32-4.53), NO2 (5.37% per 10 µg/m3 increase, 95% CI 1.56-9.33), SO2 (6.82% per 10 µg/m3 increase, 95% CI 2.99-10.80), and CO (2.24% per 0.1 mg/m3 increase, 95% CI 1.02-3.48). Stratified analyses indicated that drinking was associated with elevated risk of MACE mortality with NO2 and SO2 exposure; physical inactivity was associated with higher risk of death from MACE when exposed to PM2.5; and people who had balanced diet had lower risk of MACE mortality when exposed to CO and NO2.
CONCLUSIONS
The study results showed that short-term exposure to ambient PM2.5, NO2, SO2, and CO would aggravate the risk of cardiovascular mortality, yet healthy lifestyle conduct might mitigate such negative impact to some extent.
Humans
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Cardiovascular Diseases/epidemiology*
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China/epidemiology*
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Male
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Female
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Air Pollution/adverse effects*
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Middle Aged
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Air Pollutants/analysis*
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Particulate Matter/analysis*
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Environmental Exposure/adverse effects*
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Life Style
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Aged
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Adult
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Risk Factors
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Cross-Over Studies
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East Asian People
2.Relationship between ambient air pollution and vitamin D in Chinese adults
Hongjing SHI ; Yating HUANG ; Canqing YU ; Dianjianyi SUN ; Pei PEI ; Huaidong DU ; Junshi CHEN ; Zhengming CHEN ; Liming LI ; Jun LYU
Chinese Journal of Epidemiology 2025;46(8):1328-1336
Objective:To investigate the relationship between individual and combined exposure to ambient air pollutants and vitamin D, as well as the potential role of ultraviolet radiation (UVR) in mediating the relationships.Methods:This study included 6 967 participants from the China Kadoorie Biobank, whose baseline (2004-2008) blood 25-hydroxyvitamin D had been tested. The average monthly concentrations of pollutants (PM 2.5, PM 10, NO 2, O 3) and the UVR estimates in the month of blood sample collection were derived from the ChinaHighAirPollutants and ultraviolet datasets covering China, respectively. Linear models and multinomial logistic regression models were used to analyze the associations of each air pollutant with vitamin D concentrations and groups. Principal component analysis integrated with quantile-based g-computation was applied to evaluate the co-effects and relative contribution weights of air pollutants. Mediation analyses were performed to investigate the potential role of UVR. Results:PM 2.5, PM 10, NO 2, and O 3 were individually associated with vitamin D concentrations, as well as vitamin D groups: insufficiency (20-30 ng/ml) and deficiency (<20 ng/ml). For each 10 μg/m3 increase in monthly PM 2.5, PM 10, NO 2, and O 3, the percentage changes (95% CIs) in vitamin D concentrations were -1.71% (-2.16% - -1.26%), -1.30% (-1.60% - -1.00%), -3.77% (-4.60% - -2.93%), and 1.27% (0.91%-1.63%), respectively, with corresponding ORs (95% CIs) for vitamin D deficiency of 1.17 (1.06-1.29), 1.12 (1.05-1.19), 1.66 (1.38-2.00), and 0.81 (0.74-0.89). The mixture of the first principal component of PM 2.5 and PM 10 (PM), along with NO 2 and O 3, was negatively correlated with vitamin D. The percentage change (95% CI) in vitamin D concentrations for a one-quintile increase in the mixture was -2.20% (-3.56%- -0.82%), with NO 2 contributing the most (83%), followed by PM (17%). UVR-mediated association was 12.2% (95% CI:2.5%-23.0%) for PM 2.5 and 4.9% (95% CI:2.2%-8.0%) for PM 10 with vitamin D concentrations, respectively. Conclusion:Higher concentrations of particulate matter, NO 2, and a mixture of air pollutants were associated with lower vitamin D concentrations in Chinese adults, with reduced UVR acting as a partial mediator in the particulate matter-vitamin D relationship.
3.Relationship between ambient air pollution and vitamin D in Chinese adults
Hongjing SHI ; Yating HUANG ; Canqing YU ; Dianjianyi SUN ; Pei PEI ; Huaidong DU ; Junshi CHEN ; Zhengming CHEN ; Liming LI ; Jun LYU
Chinese Journal of Epidemiology 2025;46(8):1328-1336
Objective:To investigate the relationship between individual and combined exposure to ambient air pollutants and vitamin D, as well as the potential role of ultraviolet radiation (UVR) in mediating the relationships.Methods:This study included 6 967 participants from the China Kadoorie Biobank, whose baseline (2004-2008) blood 25-hydroxyvitamin D had been tested. The average monthly concentrations of pollutants (PM 2.5, PM 10, NO 2, O 3) and the UVR estimates in the month of blood sample collection were derived from the ChinaHighAirPollutants and ultraviolet datasets covering China, respectively. Linear models and multinomial logistic regression models were used to analyze the associations of each air pollutant with vitamin D concentrations and groups. Principal component analysis integrated with quantile-based g-computation was applied to evaluate the co-effects and relative contribution weights of air pollutants. Mediation analyses were performed to investigate the potential role of UVR. Results:PM 2.5, PM 10, NO 2, and O 3 were individually associated with vitamin D concentrations, as well as vitamin D groups: insufficiency (20-30 ng/ml) and deficiency (<20 ng/ml). For each 10 μg/m3 increase in monthly PM 2.5, PM 10, NO 2, and O 3, the percentage changes (95% CIs) in vitamin D concentrations were -1.71% (-2.16% - -1.26%), -1.30% (-1.60% - -1.00%), -3.77% (-4.60% - -2.93%), and 1.27% (0.91%-1.63%), respectively, with corresponding ORs (95% CIs) for vitamin D deficiency of 1.17 (1.06-1.29), 1.12 (1.05-1.19), 1.66 (1.38-2.00), and 0.81 (0.74-0.89). The mixture of the first principal component of PM 2.5 and PM 10 (PM), along with NO 2 and O 3, was negatively correlated with vitamin D. The percentage change (95% CI) in vitamin D concentrations for a one-quintile increase in the mixture was -2.20% (-3.56%- -0.82%), with NO 2 contributing the most (83%), followed by PM (17%). UVR-mediated association was 12.2% (95% CI:2.5%-23.0%) for PM 2.5 and 4.9% (95% CI:2.2%-8.0%) for PM 10 with vitamin D concentrations, respectively. Conclusion:Higher concentrations of particulate matter, NO 2, and a mixture of air pollutants were associated with lower vitamin D concentrations in Chinese adults, with reduced UVR acting as a partial mediator in the particulate matter-vitamin D relationship.
4.Association between fresh fruit consumption and the risk of chronic obstructive pulmonary disease-related hospitalization and death in Chinese adults: A prospective cohort study.
Xin HUANG ; Jiachen LI ; Weihua CAO ; Jun LYU ; Yu GUO ; Pei PEI ; Qingmei XIA ; Huaidong DU ; Yiping CHEN ; Yang LING ; Rene KEROSI ; Rebecca STEVENS ; Xujun YANG ; Junshi CHEN ; Canqing YU ; Zhengming CHEN ; Liming LI
Chinese Medical Journal 2023;136(19):2316-2323
BACKGROUND:
Existing evidence suggests that fruit consumption is a significant influencing factor for chronic obstructive pulmonary disease (COPD), but this is unclear in the Chinese population. We examined the association of fresh fruit consumption with the risk of COPD-related hospitalization and death in a nationwide, population-based prospective cohort from China.
METHODS:
Between 2004 and 2008, the China Kadoorie Biobank recruited >0.5 million adults aged 30 to 79 years from ten diverse regions across China. After excluding individuals diagnosed with major chronic diseases and prevalent COPD, the prospective analysis included 421,428 participants. Cox regression was used to calculate the hazard ratios (HRs) for the association between fresh fruit consumption and risk of COPD-related hospitalization and death, with adjustment for established and potential confounders.
RESULTS:
During a mean follow-up of 10.9 years, 11,292 COPD hospitalization events and deaths were documented, with an overall incidence rate of 2.47/1000 person-years. Participants who consumed fresh fruit daily had a 22% lower risk of COPD-related hospitalization and death compared with non-consumers (HR = 0.78, 95% confidence interval [CI]: 0.71-0.87). The inverse association between fresh fruit consumption and COPD-related hospitalization and death was stronger among non-current smokers and participants with normal body mass index (BMI) (18.5 kg/m 2 ≤ BMI < 24.0 kg/m 2 ); the corresponding HRs for daily fresh fruit consumption were 0.78 (95% CI: 0.68-0.89) and 0.69 (95% CI: 0.59-0.79) compared with their counterparts, respectively.
CONCLUSIONS
High-frequency fruit consumption was associated with a lower risk of COPD in Chinese adults. Increasing fruit consumption, together with cigarette cessation and weight control, should be considered in the prevention and management of COPD.
5.Effect analysis of rituximab-containing chemotherapy regimen in treatment of mantle cell lymphoma
Shuo LIU ; Qian ZHU ; Xiaochen CHEN ; Zhengming JIN ; Depei WU ; Haiwen HUANG
Journal of Leukemia & Lymphoma 2021;30(3):144-150
Objective:To investigate the effect and prognostic factors of rituximab-containing chemotherapy regimen in treatment of patients with mantle cell lymphoma (MCL).Methods:The clinical data of 56 patients aged ≤65 years in the First Affiliated Hospital of Soochow University from June 2007 to November 2018 were retrospectively analyzed. Rituximab-containing chemotherapy regimen was used, and the effects of clinical features, treatment regimen and biological indexes on overall survival (OS) and progression-free survival (PFS) were observed.Results:The median age of 56 patients was 57 years old, including 43 males and 13 females. Among these cases, 24 patients received R-CHOP chemotherapy regimen; 29 patients received cytarabine-containing chemotherapy regimen, including R-hyper CVAD/R-MA regimen used in 15 patients and R-CHOP alternating with R-DAHP regimen used in 14 patients; and 3 patients received other treatment regimens. Among 56 patients, 19 patients received autologous hematopoietic stem cell transplantation (ASCT) consolidation therapy. The median OS time was 74 months, 2-year OS rate was 83.8%, 3-year OS rate was 70.9%, 2-year PFS rate was 72.0% and 3-year PFS rate was 49.7%. International prognostic index (IPI) high-risk and receiving ASCT or not during the treatment were independent influencing factors of OS and PFS in MCL patients. The overall response rate (ORR) in cytarabine-containing regimen group was higher compared with that in R-CHOP regimen group (93.1% vs. 83.3%), and there was no statistically significant difference ( χ2=0.465, P=0.495). In addition, there were no significant differences between two groups in both OS ( χ2=0.291, P=0.590) and PFS ( χ2=0.912, P=0.339). ASCT consolidation prolonged the median OS time (72 months vs.124 months, χ2=3.973, P=0.040) and the median PFS time (34 months vs. 90 months, χ2=3.984, P=0.046) in MCL patients achieving remission after induction therapy. Among patients in simplified MCL IPI (sMIPI) score middle-high risk group, compared with those not receiving ASCT, patients receiving ASCT therapy could obtain better OS and PFS (OS: χ2=5.037, P=0.025; PFS: χ2=6.787, P=0.009); among patients of sMIPI score low risk, there were no statistically significant differences in OS and PFS between the group receiving ASCT and not (all P > 0.05). Conclusions:Cytarabine-containing chemotherapy regimen has no predicatively satisfactory value in improving the prognosis and survival for MCL patients. For MCL patients who have achieved remission after reduction therapy and those in sMIPI score middle-high risk group, ASCT consolidation therapy can improve the prognosis and can be taken as the first-line consolidation treatment in young patients.
6.Haploidentical hematopoietic stem cell transplantationversus HLA-matched stem cell transplantation for refractory or relapsed aggressive non-Hodgkin lymphoma
Qian ZHU ; Haiwen HUANG ; Xiaofang XIAO ; Lihong ZHANG ; Shuo LIU ; Xiaochen CHEN ; Zhengming JIN ; Depei WU
Chinese Journal of Organ Transplantation 2021;42(10):604-609
Objective:To examine the efficacy of haploidentical stem-cell transplantation (haplo-SCT) for patients with refractory relapsed (R/R) non-Hodgkin lymphoma (NHL) by comparing with those contemporaneously undergoing HLA-matched SCT in myeloablative conditioning settings.Methods:Between January 2006 and December 2018, a total of 151 patients undergoing haplo-SCT ( n=81) or HLA-matched SCT ( n=70, sibling or unrelated) were enrolled. Median age of alloSCT was 30(5-59) years. And 150 patients received myeloablative conditioning (MAC) consisting of total body irradiation (12 Gy) plus cyclophosphamide or busulfan plus cyclophosphamide. Only one case had reduced intensity conditioning (RIC) with R-FBA (fludarabine, busulfan & cytarabina). It was followed by an infusion of granulocyte-colony stimulating factor-primed bone marrow (G-BM) and/or peripheral blood stem cells without in vitro T cell depletion. In haplo-SCT and HLA-matched unrelated donor for SCT, GVHD prophylaxis consisted of antithymocyte globulin, cyclosporine A, mycophenolate mofetil and a short course of methotrexate. Clinical efficacy, hematopoietic reconstitution and transplant-related complications were retrospectively analyzed. Results:Among them, 146(96%) patients engrafted with a median time to neutrophil and platelet recovery of 12 and 15 days respectively. During a median follow-up period of 19 months, 66 of them survived (43.7%) and 67 (44.4%) died (39 disease recurrence, 27 transplantation-related mortality). Between haplo-SCT and HLA-matched SCT groups, progression-free survival (PFS) rate was 49.4% and 50.5% ( P=0.577); overall survival (OS) rate 56.7% and 57.4% respectively ( P=0.963). The cumulative incidences of relapse (CIR) were 36.6% and 37.7% ( P=0.836) and those of cumulative incidences of non-relapse mortality (NRM) 22.0% and 24.7% ( P=0.530). And the cumulative incidences of chronic GVHD were 42.3% and 39.6% ( P=0.46) respectively. Conclusions:No inter-group difference exists in each major HSCT endpoint. Multivariate analysis reveals that occurrence of grade Ⅲ-Ⅳ aGVHD has a significantly worse prognosis. And primary chemorefractoriness is a strongest relapsing factor.
7.Polygenic risk score in personalized screening of lung cancer: a prospective cohort study in Chinese
Meng ZHU ; Jun LYU ; Canqing YU ; Yanqian HUANG ; Hongxia MA ; Guangfu JIN ; Yu GUO ; Pei PEI ; Zhengming CHEN ; Hongbing SHEN ; Zhibin HU ; Liming LI
Chinese Journal of Epidemiology 2021;42(3):376-381
Objective:To explore how to personalize lung cancer screening programs for prevention in Chinese populations based on individual genetic risk score.Methods:We constructed the lung cancer polygenic genetic risk score (PRS-19) based on the 19 previously published genetic variations, using 100 615 participants with genotyping data from the China Kadoorie Biobank (CKB). Using the 5-year absolute risk of lung cancer in a population (55 years old with at least 30-pack-year history of smoking) as reference, the trend of 5-year absolute risk in different genetic risk groups was calculated in smokers and non-smokers, respectively. Distribution curves of 5-year absolute risk were also described to determine the theoretical age or smoking dose when different genetic risk groups reached the reference values. Given the overall findings, the specific start age for lung cancer screening were suggested for different genetic risk groups.Results:The 5-year absolute risk of lung cancer was 0.67% in 55-year-old smokers with 30 packs per year in the CKB. Among smokers, 5-year absolute risk of participants increased as the genetic risk increased. Hence, it was recommended that people at high genetic risk should start screening earlier. For the highest genetic risk populations (the top 1% of PRS), the start age might be changed to 50 years old. If the start age remained at 55-year-old, the smoking dose should be set lowered in high genetic risk populations. For the highest genetic risk populations, they should be included in lung cancer screening regardless of the cumulative smoking exposure. Among nonsmokers, it was also valuable to screen people with high genetic risk, considering the start age of 62 for the highest genetic risk populations and 74 for the lowest genetic risk populations (the bottom 5% of PRS).Conclusions:PRS-19 can be effectively used in developing lung cancer screening program for individualized prevention in China. For smokers with high genetic risk, the recommended starting age and smoking dose could be lowered for lung cancer screening, and non-smokers with high genetic risk could also be included in the screening programs.
8.Prevalence of heart failure and its association with smoking behavior in adults from 10 regions of China
Ruotong YANG ; Yuting HAN ; Jun LYU ; Canqing YU ; Yu GUO ; Zheng BIAN ; Pei PEI ; Huaidong DU ; Junshi CHEN ; Zhengming CHEN ; Tao HUANG ; Liming LI
Chinese Journal of Epidemiology 2021;42(5):787-793
Objective:To describe the prevalence of heart failure in China and to explore the prospective association between smoking behavior and the risk of incident heart failure.Methods:The subjects were from the China Kadoorie Biobank (CKB) and the baseline survey was conducted from June 2004 to July 2008. A total of 487 197 subjects were included in this study, after excluding those with missing BMI information, lost follow-up immediately after baseline investigation, and self-reported coronary heart disease, stroke, or malignant tumor at baseline. This study included data from baseline and follow-up until December 31, 2016. Cox proportional hazards regression models were used to estimate the association between smoking behavior and the risk of heart failure.Results:The median follow-up time was 10.15 years, during which a total of 4 208 new cases of heart failure occurred, with a crude incidence rate of 0.87/1 000 person-years and a cumulative incidence rate of 0.86%. The higher the age at baseline, the higher the incidence of heart failure. The incidence of heart failure in high age group, rural area and male was higher than that in low age group, urban area and female population respectively. Compared with non-smokers, there was no significant difference in the risk of heart failure in occasional smokers ( HR=1.05; 95% CI: 0.91-1.22), while former smokers ( HR=1.48; 95% CI:1.31-1.67) and current smokers ( HR=1.34;95% CI:1.22-1.49) increased risk. Former smokers ( HR=1.33;95% CI:1.21-1.46) and current smokers ( HR=1.46; 95% CI:1.31-1.64) had higher risk of heart failure than non-smokers or occasional smokers. No dose-response relationship was observed between the number of cigarettes smoked per day and the risk of heart failure in current and former smokers (for trend P=0.347 and 0.066). Compared with non-smokers or occasional smokers, the hazard ratios of <5, 5-, 10- and ≥20 years since quit smoking were 1.61 (95% CI: 1.36-1.92), 1.55 (95% CI: 1.27-1.90), 1.24 (95% CI: 1.02-1.51) and 1.35 (95% CI: 1.08-1.68), respectively (for trend P=0.091). The hazard ratios of quitting smoking due to disease and other reasons were 1.62 (95% CI:1.41-1.86) and 1.23 (95% CI: 1.04-1.45). Healthy smoking behaviors had a significant protective effect on heart failure compared with non-healthy smoking behaviors ( HR=0.75, 95% CI:0.69-0.81). Area and family history of coronary heart disease, and the smoking behaviors interacted with the risk of heart failure (for all interactions were P<0.05). Conclusions:The incidence of heart failure in China is higher in males than females, higher in rural areas than in urban areas, and increases with age. Both former smokers and current smokers had a higher risk of heart failure than nonsmokers or occasional smokers, regardless of the frequency, amount, duration, and reason for quitting. Smoking is an important risk factor for heart failure and comprehensive anti-smoking measures should be maintained.
9. Chromosomal aberrations detection in chronic lymphocytic leukemia by conventional cytogenetics using DSP30 and IL-2
Hengfang LIU ; Haiwen HUANG ; Shuxiao BAI ; Yanlei GONG ; Chunxiao WU ; Zhengming JIN ; Yuanyuan WANG ; Qian YANG ; Jun ZHANG ; Huiying QIU ; Suning CHEN ; Jinlan PAN
Chinese Journal of Hematology 2020;41(2):143-148
Objective:
To study the value of unmethylated cytosine guanine dinucleotide oligodeoxynucleotide (DSP30) and IL-2 in the conventional cytogenetic (CA) detection of the chromosomal aberrations in chronic lymphocytic leukemia (CLL) .
Methods:
Bone marrow or peripheral blood cells of CLL patients were cultured with DSP30 plus IL-2 for 72 h, following which R-banding analysis was conducted. Fluorescence in situ hybridization (FISH) was performed in 85 patients. CA results were compared with data obtained by FISH.
Results:
Among 89 CLL patients, the success rate of chromosome analysis was 94.38% (84/89) . Clonal aberrations were detected in 51 patients (51/84, 60.71%) . Of them, 27 (27/51, 52.94%) were complex karyotype. Among 85 CLL patients tested by FISH, chromosomal abnormalities were detected in 74 (74/85, 87.06%) patients, of which 2 (2/74) patients were complex karyotypes, accounting for 2.70%. Of the 85 CLL patients examined by FISH, 50 had abnormal karyotype analysis, 30 had normal karyotype, 5 failed to have chromosome analysis. Among them, 25 cases showed clonal aberrations by FISH assay but normal by CA, and 4 cases were normal by FISH but displayed aberrations in chromosome analysis, and totally 78 (91.76%) cases with abnormality detected by the combination of the two methods. The frequency of 13q- abnormality detected by FISH was significantly higher than that by CA analysis (69.41%
10. The cut-off points of body mass index and waist circumference for predicting metabolic risk factors in Chinese adults
Meng GAO ; Yuxia WEI ; Jun LYU ; Canqing YU ; Yu GUO ; Zheng BIAN ; Pei PEI ; Huaidong DU ; Junshi CHEN ; Zhengming CHEN ; Tao HUANG ; Liming LI
Chinese Journal of Epidemiology 2019;40(12):1533-1540
Objective:
To assess the association of BMI and waist circumference (WC) with metabolic risk factors, and confirm the appropriate cut-off points of BMI and WC among Chinese adults.
Methods:
After excluding participants with missing or extreme measurement values, as well as individuals with self-reported histories of cancer, a total of 501 201 adults in baseline and 19 201 adults in the second re-survey from the China Kadoorie Biobank were included. The associations of BMI and WC with metabolic risk factors were estimated. Receiver operating characteristic (ROC) analyses were conducted to assess the appropriate cut-off values of BMI and WC to predict the risk of hypertension, diabetes, dyslipidemia and clustering of risk factors.
Results:
The prevalence of hypertension, diabetes, dyslipidemia and clustering of risk factors all presented ascending trends with the increasing levels of BMI or WC. Defined as the points on the ROC curve where Youden’s index reached the highest, the appropriate overweight cut-off points of BMI were around 24.0 kg/m2 both in men and women, and the points of WC were around 85 cm in men and 80 to 85 cm in women. With specificity 90

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