38 results on '"Weiguo Gao"'
Search Results
2. A Propensity Score Matched Comparison of Brand and Biosimilar Basal Insulin in Non-Critical Hospitalized Patients with Type 2 Diabetes Mellitus
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Yanhu Dong, Chao Dong, Xia Hu, Jikang Jiang, Weiguo Gao, and Lei Zhang
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Blood Glucose ,Male ,China ,030213 general clinical medicine ,medicine.medical_specialty ,Insulin glargine ,medicine.medical_treatment ,Hypoglycemia ,03 medical and health sciences ,0302 clinical medicine ,Diabetes mellitus ,Internal medicine ,Type 2 diabetes mellitus ,medicine ,Humans ,Hypoglycemic Agents ,Pharmacology (medical) ,Propensity Score ,Biosimilar Pharmaceuticals ,Retrospective Studies ,Original Research ,business.industry ,Biosimilar ,Insulin ,Incidence (epidemiology) ,Type 2 Diabetes Mellitus ,Retrospective cohort study ,General Medicine ,Middle Aged ,medicine.disease ,Outcome and Process Assessment, Health Care ,Diabetes Mellitus, Type 2 ,030220 oncology & carcinogenesis ,Propensity score matching ,Female ,business ,medicine.drug - Abstract
Introduction Comparisons between brand and biosimilar basal insulin in hospitalized patients are lacking. We aimed to compare the efficacy and safety of brand insulin glargine vs. biosimilar insulin glargine in non-critical hospitalized patients with type 2 diabetes mellitus (T2DM). Methods This retrospective study was conducted using the electronic medical records of 194,006 patients at the Qingdao Endocrine and Diabetes Hospital between January 2006 and December 2017. A total of 476 patients diagnosed with T2DM, hospitalized, and treated with subcutaneous insulin glargine were included. After propensity score matching (1:3), patients who received biosimilar insulin glargine (Basalin) (n = 34) were compared to a matched group of patients who received brand insulin glargine (Lantus) (n = 101). Outcome measures were changes in fasting blood glucose (FBG), the incidence of hypoglycemia, and insulin dose. Results Compared to patients who received Basalin, patients who received Lantus achieved more reduction in FBG during insulin treatment (− 1.24 mmol/L vs. − 2.20 mmol/L; p = 0.04) and had a lower mean FBG at the end of treatment (8.20 mmol/L vs. 7.26 mmol/L; p = 0.12). Patients in Basalin and Lantus groups had a comparable mean daily dose of basal insulin at initiation (0.19 vs. 0.18 IU/kg; p = 0.30) and end of treatment (0.21 vs. 0.21 IU/kg; p = 0.99), and a similar duration of basal insulin treatment (16.4 vs. 15.3 days; p = 0.74). Hypoglycemia was infrequent in both Basalin and Lantus treatment (one vs. four patients, respectively; p = 1.00) and no severe hypoglycemic events were reported. Conclusion In a non-critical hospital setting, subcutaneous treatment with Lantus brought significant FBG improvement without increased hypoglycemic risk.
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- 2019
3. Cigarette Smoking and Secondhand Smoke Exposure Before and After a Tobacco-Free Olympic Policy Period: Qingdao, China
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Feng Ning, Susan L. Stewart, Zengchang Pang, Fei Qi, Jing Zhao, Xiaojing Li, Weiguo Gao, Elisa K. Tong, Qing Qiao, Lei Zhang, Department of Public Health, University of Helsinki, and Qing Qiao / Principal Investigator
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Male ,and promotion of well-being ,Passive smoking ,Health Behavior ,Original Investigations ,medicine.disease_cause ,01 natural sciences ,0302 clinical medicine ,Surveys and Questionnaires ,Prevalence ,030212 general & internal medicine ,Cancer ,Marketing ,education.field_of_study ,Tobacco Use Disorder ,Middle Aged ,3142 Public health care science, environmental and occupational health ,3. Good health ,Stroke ,Respiratory ,Public Health and Health Services ,Female ,Public Health ,Sports ,Adult ,China ,Clinical Sciences ,Population ,Public Policy ,Light smoker ,03 medical and health sciences ,Cigarette smoking ,Clinical Research ,Environmental health ,Tobacco ,medicine ,Humans ,0101 mathematics ,Secondhand smoke ,education ,Aged ,Smoke ,Tobacco Smoke and Health ,business.industry ,Prevention ,010102 general mathematics ,Public Health, Environmental and Occupational Health ,ADULTS ,Prevention of disease and conditions ,Confidence interval ,Good Health and Well Being ,3.1 Primary prevention interventions to modify behaviours or promote wellbeing ,Tobacco Smoke Pollution ,business - Abstract
Introduction We explored the impact of a temporary tobacco-free public policy for the 2008 Summer Olympics on the smoking prevalence and secondhand smoke exposure among the population of a co-hosting city, Qingdao, China. Methods The Qingdao Diabetes Survey was analyzed for 2006 (n = 4599) and 2009 (n = 4680), which are survey years before and after the tobacco-free Olympics public policy period (July 2007 to January 2009). We analyzed the differences in self-reported smoking prevalence and exposure to secondhand smoke at home and/or workplace, and compared odds of smoking by survey year and of exposure to secondhand smoke among nonsmokers. Results From 2006 to 2009, the male smoking prevalence declined from 51.4% (95% confidence interval [CI] = 49.0% to 53.9%) to 42.6% (95% CI = 40.2% to 45.1%), and the proportion of lighter smokers decreased more. Among nonsmokers, the secondhand smoke exposure rate declined from 62.2% (95% CI = 60.5% to 63.9%) to 56.8% (95% CI = 55.1% to 58.6%). Regression analyses show 34% lower odds of men smoking after Olympics (OR = 0.66, 95% CI = 0.57% to 0.77%). Rural residents and individuals who are not retired were more likely to smoke. Female nonsmokers report 17% less exposure to secondhand smoke after Olympics (OR = 0.83, 95% CI = 0.70% to 0.98%). Urban nonsmokers were more likely to be exposed than their rural counterparts. Conclusions Smoking prevalence among men and secondhand smoke exposure among women significantly decreased in Qingdao, China, after the tobacco-free Olympics public policy period. As only the proportion of lighter smokers decreased, this may help explain why urban nonsmokers reported increased exposure. Unintended increased secondhand smoke exposure and cessation support need to be addressed in large-scale policy campaigns. Implications Hosting the Olympic Games can help to initiate large-scale tobacco-free public policies for hosting cities. Although previous studies have demonstrated reduction in nonsmoker exposure to secondhand smoke, the impact on the hosting city’s smoking prevalence or exposure rates is unclear. After the Olympic Games in Qingdao, China, smoking prevalence among men significantly decreased, mostly due to light smokers. Secondhand smoke exposure at home and/or workplace significantly decreased among female nonsmokers. Urban nonsmokers had an unintended consequence of increased secondhand smoke exposure after the tobacco-free Olympic policy period. Concurrent promotion of cessation support for heavier smokers may be needed.
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- 2018
4. Patient characteristics related to metabolic disorders and chronic complications in type 2 diabetes mellitus patients hospitalized at the Qingdao Endocrine and Diabetes Hospital from 2006 to 2012 in China
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Yanhu Dong, Lei Zhang, Weiguo Gao, Claudia Cabrera, Xiaoli Wu, Jia Wei, Niklas Hammar, and Qing Qiao
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Blood Glucose ,Male ,China ,medicine.medical_specialty ,Time Factors ,Endocrinology, Diabetes and Metabolism ,medicine.medical_treatment ,Patient characteristics ,030209 endocrinology & metabolism ,Comorbidity ,Diabetes Complications ,03 medical and health sciences ,0302 clinical medicine ,Diabetic complication ,Risk Factors ,Internal medicine ,Diabetes mellitus ,Prevalence ,Internal Medicine ,medicine ,Electronic Health Records ,Humans ,Hypoglycemic Agents ,Insulin ,Endocrine system ,030212 general & internal medicine ,Glycated Hemoglobin ,business.industry ,Type 2 Diabetes Mellitus ,Middle Aged ,medicine.disease ,Lipids ,Hospitals ,3. Good health ,Diabetes Mellitus, Type 2 ,Metabolic control analysis ,Physical therapy ,Female ,Cardiology and Cardiovascular Medicine ,business ,Biomarkers - Abstract
Objective: To study the clinical characteristics related to metabolic disorders and complications in type 2 diabetes mellitus patients hospitalized in the Qingdao Endocrine and Diabetes Hospital from 2006 to 2012 in Qingdao, China. Patient population and methods: Data from 14,289 (51% males) type 2 diabetes mellitus patients hospitalized between 2006 and 2012 were collected and analysed. Information on patients’ demographic, anthropometric, laboratory and disease histories were extracted from electronic medical records. Results: The mean age of the patients was 60.5 years, with median diabetes duration of 9.0 years. Mean haemoglobin A1c was 8.4%, where Conclusion: Inadequate control of hyperglycaemia, poor metabolic profiles and diabetic complications were common challenges for long-term diabetes management in Chinese patients with type 2 diabetes mellitus.
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- 2016
5. Diagnosis and treatment pattern among rural and urban breast cancer patients in Southwest China from 2005 to 2009
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Weiguo Gao, Jia Wei, Zuxiang Peng, Xuesong Lu, Yunqin Chen, Hong Zheng, Jing Jing, and Xiaorong Zhong
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Gerontology ,Risk ,Rural Population ,medicine.medical_specialty ,China ,Urban Population ,Estrogen receptor ,Breast Neoplasms ,survival ,real-world study ,03 medical and health sciences ,0302 clinical medicine ,Breast cancer ,breast cancer ,Epidemiology ,medicine ,Humans ,In patient ,030212 general & internal medicine ,treatment ,business.industry ,Incidence (epidemiology) ,Incidence ,Middle Aged ,medicine.disease ,Oncology ,030220 oncology & carcinogenesis ,Cohort ,epidemiology ,Female ,Rural area ,Clinical Research Paper ,business ,Demography - Abstract
The incidence of all cancers in China is generally higher in urban areas; however, the mortality risk for affected patients is considerably higher in rural areas. We present a subanalysis investigating the differences in patient and disease characteristics, treatment patterns, and outcomes between rural and urban patients who were diagnosed with breast cancer at West China Hospital between 2005-2009. Baseline patient and disease characteristics were recorded, and patients were followed up for a minimum of 3 years, or until death. For this subanalysis, patients were stratified by their residential status (rural or urban). Of the 2252 patients in the cohort, 76.3% were from urban areas and 22.1% were from rural areas. Significant differences were observed in the prevalence of luminal A and human epidermal growth factor receptor 2-positive breast cancers among rural and urban patients. Estrogen receptor (ER)-positive patients were less likely to receive anti-ER therapy if they were from rural areas compared with urban areas; the use of aromatase inhibitors was also significantly lower for rural patients than urban patients. Univariate, multivariate, and Kaplan-Meier analyses all demonstrated that overall survival and progression-free survival were significantly lower for rural patients than urban patients.
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- 2016
6. Layout-aware information extraction from semi-structured medical images
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Weiguo Gao, Kangqi Luo, Jinyi Lu, Meizhuo Zhang, Jia Wei, and Kenny Q. Zhu
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0301 basic medicine ,Domain-specific language ,Parsing ,Information retrieval ,Databases, Factual ,Computer science ,Information Storage and Retrieval ,Health Informatics ,Optical character recognition ,computer.software_genre ,Data structure ,Computer Science Applications ,Image (mathematics) ,Textual information ,03 medical and health sciences ,Information extraction ,Electrocardiography ,030104 developmental biology ,0302 clinical medicine ,Image Processing, Computer-Assisted ,Electronic Health Records ,Humans ,Programming Languages ,computer ,030217 neurology & neurosurgery - Abstract
Textual information embedded in the medical image contains rich structured information about the medical condition of a patient. This paper aims at extracting structured textual information from semi-structured medical images. Given the recognized text spans of an image preprocessed by optical character recognition (OCR), due to the spatial discontinuity of texts spans as well as potential errors brought by OCR, the structured information extraction becomes more challenging. In this paper, we propose a domain-specific language, called ODL, which allows users to describe the value and layout of text data contained in the images. Based on the value and spatial constraints described in ODL, the ODL parser associates values found in the image with the data structure in the ODL description, while conforming to the aforementioned constraints. We conduct experiments on a dataset consisting of real medical images, our ODL parser consistently outperforms existing approaches in terms of extraction accuracy, which shows the better tolerance of incorrectly recognized texts, and positional variances between images. This accuracy can be further improved by learning from a few manual corrections.
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- 2018
7. Association between fruit, vegetable, seafood, and dairy intake and a reduction in the prevalence of type 2 diabetes in Qingdao, China
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Jiwei, Liang, Yanlei, Zhang, Aili, Xue, Jianping, Sun, Xin, Song, Bai, Xue, Fuling, Ji, Weiguo, Gao, Liang, He, Zengchang, Pang, Qing, Qiao, and Feng, Ning
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Adult ,Male ,China ,Middle Aged ,Yogurt ,Diet Surveys ,Diet ,Cross-Sectional Studies ,Logistic Models ,Sex Factors ,Diabetes Mellitus, Type 2 ,Seafood ,Fruit ,Vegetables ,Odds Ratio ,Humans ,Female ,Dairy Products ,Aged - Abstract
Fruit, vegetable, seafood, and dairy intake may reduce the risk of type 2 diabetes, but this relationship is unclear. We aimed to examine the associations between fruit, vegetable, seafood, and dairy intake and type 2 diabetes prevalence in a Chinese population.A total of 4,343 individuals aged 35-74 years participated in a population-based cross-sectional study in Qingdao, China. The frequency and quantity of fruit, vegetable, seafood, and dairy intake were determined using a standard food frequency questionnaire. Diabetes was classified according to the WHO/IDF 2006 criteria. Logistic regression analysis was employed to estimate odds ratio (OR) for type 2 diabetes in relation to fruit, vegetable, seafood, and dairy intake in a multivariable model.The multivariate-adjusted ORs (95% confidence interval) for the presence of type 2 diabetes were 0.68 (0.46-0.98), 0.50 (0.37-0.68), and 0.91 (0.66-1.25), respectively, for the highest versus the lowest groups regarding total fruit and vegetable, fruit or vegetable intake in women. The ORs for type 2 diabetes prevalence regarding the quantity of fruit and vegetable, fruit, and yogurt intake were 0.88 (0.78-0.99), 0.71 (0.61-0.82), and 0.56 (0.32-0.98) in women, but not in men. Seafood consumption was inversely associated with diabetes risk in men, but not in women; the corresponding figures were 0.58 (0.35-0.96) and 0.92 (0.63-1.36), respectively.Fruit, vegetable, and yogurt intake in women and seafood intake in men were inversely associated with type 2 diabetes prevalence in this Chinese population. These findings require confirmation in a prospective study.
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- 2017
8. Cost-effectiveness of exenatide twice daily vs insulin glargine as add-on therapy to oral antidiabetic agents in patients with type 2 diabetes in China
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Hengjin Dong, Weiguo Gao, Shuyan Gu, Qing Qiao, Xiaoyong Wang, and Jian Wang
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Cost effectiveness ,Diabetic Cardiomyopathies ,Endocrinology, Diabetes and Metabolism ,Cost-Benefit Analysis ,Administration, Oral ,Insulin Glargine ,Type 2 diabetes ,law.invention ,0302 clinical medicine ,Endocrinology ,Randomized controlled trial ,law ,030212 general & internal medicine ,Randomized Controlled Trials as Topic ,Incidence (epidemiology) ,Incidence ,Middle Aged ,Models, Economic ,Cardiovascular Diseases ,Drug Therapy, Combination ,medicine.symptom ,medicine.drug ,medicine.medical_specialty ,China ,Injections, Subcutaneous ,030209 endocrinology & metabolism ,Incretins ,Drug Administration Schedule ,Direct Service Costs ,03 medical and health sciences ,Internal medicine ,Internal Medicine ,medicine ,Humans ,Hypoglycemic Agents ,Antidiabetic agents ,business.industry ,Insulin glargine ,Venoms ,medicine.disease ,Hypoglycemia ,Surgery ,Diabetes Mellitus, Type 2 ,Hyperglycemia ,Quality of Life ,Exenatide ,business ,Peptides ,Weight gain ,Diabetic Angiopathies - Abstract
Aims To estimate the long-term cost-effectiveness of exenatide twice daily vs insulin glargine once daily as add-on therapy to oral antidiabetic agents (OADs) for Chinese patients with type 2 diabetes (T2DM). Methods The Cardiff Diabetes Model was used to simulate disease progression and estimate the long-term effects of exenatide twice daily vs insulin glargine once daily. Patient profiles and treatment effects required for the model were obtained from literature reviews (English and Chinese databases) and from a meta-analysis of 8 randomized controlled trials comparing exenatide twice daily with insulin glargine once daily add-on to OADs for T2DM in China. Medical expenditure data were collected from 639 patients with T2DM (aged ≥18 years) with and without complications incurred between January 1, 2014 and December 31, 2015 from claims databases in Shandong, China. Costs (2014 Chinese Yuan [¥]) and benefits were estimated, from the payers’ perspective, over 40 years at a discount rate of 3%. A series of sensitivity analyses were performed. Results Patients on exenatide twice daily + OAD had a lower predicted incidence of most cardiovascular and hypoglycaemic events and lower total costs compared with those on insulin glargine once daily + OAD. A greater number of quality-adjusted life years (QALYs; 1.94) at a cost saving of ¥117 706 gained was associated with exenatide twice daily vs insulin glargine once daily. (i.e. cost saving of ¥60 764/QALY) per patient. Conclusions In Chinese patients with T2DM inadequately controlled by OADs, exenatide twice daily is a cost-effective add-on therapy alternative to insulin glargine once daily, and may address the problem of an excess of medical needs resulting from weight gain and hypoglycaemia in T2DM treatment.
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- 2017
9. The impact of new screen-detected and previously known type 2 diabetes on health-related quality of life: a population-based study in Qingdao, China
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Yanlei Zhang, Jianping Sun, Jie Ren, Weiguo Gao, Zengchang Pang, Feng Ning, Anil Kapur, Harri Sintonen, Qing Qiao, and Xiaoyong Wang
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Adult ,Male ,Gerontology ,China ,medicine.medical_specialty ,Cross-sectional study ,Population ,Type 2 diabetes ,Asymptomatic ,Quality of life ,Internal medicine ,Diabetes mellitus ,medicine ,Humans ,education ,Aged ,education.field_of_study ,business.industry ,Public health ,Public Health, Environmental and Occupational Health ,Middle Aged ,medicine.disease ,Health Surveys ,Obesity ,Cross-Sectional Studies ,Diabetes Mellitus, Type 2 ,Quality of Life ,Female ,medicine.symptom ,business - Abstract
To examine and compare health-related quality of life (HRQoL) in people with previously known diabetes, new screen-detected asymptomatic diabetes and people without diabetes. HRQoL of 4,613 individuals who participated in a population-based cross-sectional diabetes survey in Qingdao, China, in 2009, was assessed using the 15D instrument. A Tobit regression model to estimate the effects of diabetes on HRQoL separate from effects of other health determinants was constructed. Among the surveyed population, 220 (4.8 %) individuals had previously known diabetes and 531 (11.5 %) individuals had new screen-detected diabetes, defined by fasting plasma glucose ≥7.0 mmol/l and/or 2-h plasma glucose ≥11.1 mmol/l. The age-, gender-, and BMI-adjusted mean 15D score of people without diabetes, with new screen-detected diabetes, and previously known diabetes was 0.975, 0.975, and 0.964, respectively, for urban and 0.971, 0.972, and 0.960, respectively, for rural participants. HRQoL overall and on all the dimensions (p
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- 2014
10. Joint Effect of Family History of Diabetes with Obesity on Prevalence of Type 2 Diabetes Mellitus Among Chinese and Finnish Men and Women
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Shaojie Wang, Zengchang Pang, Qing Qiao, Jaakko Tuomilehto, Feng Ning, Lei Zhang, Tiina Laatikainen, and Weiguo Gao
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Male ,China ,medicine.medical_specialty ,Waist ,Endocrinology, Diabetes and Metabolism ,030209 endocrinology & metabolism ,Type 2 diabetes ,03 medical and health sciences ,0302 clinical medicine ,Endocrinology ,Risk Factors ,Diabetes mellitus ,Internal medicine ,Prevalence ,Internal Medicine ,Humans ,Medicine ,Obesity ,030212 general & internal medicine ,Family history ,Finland ,2. Zero hunger ,business.industry ,Type 2 Diabetes Mellitus ,General Medicine ,Odds ratio ,Middle Aged ,medicine.disease ,3. Good health ,Cross-Sectional Studies ,Diabetes Mellitus, Type 2 ,Female ,business ,Body mass index ,Demography - Abstract
To study joint effect of family history of diabetes (FHD) with obesity on prevalence of type 2 diabetes mellitus in the Chinese and in the Finns.A total of 1091 Chinese men and 1706 women, 1472 Finnish men and 1694 women, 45-74 years of age were studied. The probability and odds ratio (OR) of having diabetes were estimated using logistic regression analysis. The synergy index (SI) and relative excess risk due to interaction (RERI) of FHD with body mass index (BMI) or waist circumference (WC) was calculated.Age-standardized prevalence of diabetes was higher in individuals with FHD than in those without in both the Chinese and Finns. Compared with individuals without FHD and with BMI30 kg/m(2), ORs (95% confidence intervals [CI]) for diabetes were 2.7 (1.8, 4.0), 2.8 (1.9, 4.0), 9.1 (5.9, 13.9), respectively, in Finnish men with BMI ≥30 kg/m(2) alone, with FHD alone and with both (SI [95% CI] = 2.4 [1.4, 3.9], RERI = 4.6 [1.3, 8.0]); the corresponding figures were 1.7 (1.0, 2.9), 2.7 (1.8, 4.2) and 4.4 (1.9, 10.4) in Chinese men (SI = 1.4 [0.4, 4.9] RERI = 1.0 [-2.9, 5.0]). They were 3.5 (2.1, 5.8), 2.1 (1.3, 3.4) and 6.8 (4.1, 11.2) in Finnish women (SI = 1.6 [0.9, 2.8], RERI = 2.2 [-0.4, 4.9]), and 1.6 (1.1, 2.2), 2.1 (1.5, 3.0), 3.5 (1.9, 6.4) in Chinese women (SI = 1.5 [0.6, 3.8], RERI = 0.8 [-1.4, 3.0]). The pattern of synergistic effect of FHD with WC on diabetes was similar to that seen with BMI in the Finns but no effect was seen in the Chinese.Both obesity and FHD are independent risk factors for diabetes, but their joint effect is significant only in Finnish men.
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- 2013
11. Epidemiology and Outcomes of Complicated Skin and Soft Tissue Infections among Inpatients in Southern China from 2008 to 2013
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Zehuai Wen, Weiguo Gao, Xiaoyan Li, Wenwei Ouyang, Yunqin Chen, and Jia Wei
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Male ,Bacterial Diseases ,0301 basic medicine ,Imipenem ,Staphylococcus ,Antibiotics ,lcsh:Medicine ,Drug resistance ,medicine.disease_cause ,chemistry.chemical_compound ,0302 clinical medicine ,Cost of Illness ,Drug Resistance, Multiple, Bacterial ,Medicine and Health Sciences ,Medicine ,030212 general & internal medicine ,lcsh:Science ,Pathology and laboratory medicine ,education.field_of_study ,Multidisciplinary ,Antimicrobials ,Pharmaceutics ,Drugs ,Middle Aged ,Medical microbiology ,Anti-Bacterial Agents ,Hospitalization ,Klebsiella pneumoniae ,Treatment Outcome ,Infectious Diseases ,Enterobacter Infections ,Vancomycin ,Female ,Methicillin-resistant Staphylococcus aureus ,Pathogens ,Research Article ,medicine.drug ,China ,Staphylococcus aureus ,medicine.medical_specialty ,medicine.drug_class ,030106 microbiology ,Population ,Microbiology ,03 medical and health sciences ,Antibiotic resistance ,Drug Therapy ,Microbial Control ,Internal medicine ,Escherichia coli ,Humans ,Intensive care medicine ,education ,Staphylococcal Infection ,Aged ,Retrospective Studies ,Pharmacology ,Inpatients ,Bacteria ,business.industry ,Soft Tissue Infections ,lcsh:R ,Organisms ,Biology and Life Sciences ,Skin Diseases, Bacterial ,Length of Stay ,Microbial pathogens ,chemistry ,Antibiotic Resistance ,Linezolid ,Bacterial pathogens ,lcsh:Q ,Antimicrobial Resistance ,business - Abstract
Complicated skin and soft tissue infections (cSSTI) are some of the most commonly treated infections in hospitals, and place heavy economic burdens on patients and society. Here we report the findings from an analysis of cSSTI based on a retrospective study which was conducted within the Chinese inpatient population. We focused our research on the analysis of the patient population, antibiotic treatment, clinical outcome and economic burden. The study population comprised 527 selected patients hospitalized between 2008 and 2013. Among the hospitalizations with microbiological diagnoses, 61.41% (n = 113) were diagnosed as infected with Gram-positive bacteria, while 46.20% (n = 85) were infected with Gram-negative bacteria. The most commonly found Gram-positive bacteria was Staphylococcus aureus (40.76%, n = 75), and the most common Gram-negative bacteria was Escherichia coli (14.13%, n = 26). About 20% of the Staphylococcus aureus were methicillin-resistant. The resistance rate of isolated Staphylococcus aureus or Escherichia coli to penicillin was around 90%; in contrast, the resistance rate to vancomycin, linezolid or imipenem was low (
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- 2016
12. Performance of an A1C and Fasting Capillary Blood Glucose Test for Screening Newly Diagnosed Diabetes and Pre-Diabetes Defined by an Oral Glucose Tolerance Test in Qingdao, China
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Weiguo Gao, Xianghai Zhou, Zengchang Pang, Qing Qiao, Shaojie Wang, Lei Zhang, and Feng Ning
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Adult ,Blood Glucose ,Male ,China ,medicine.medical_specialty ,Endocrinology, Diabetes and Metabolism ,Population ,Blood sugar ,030209 endocrinology & metabolism ,Efficiency ,Diagnostic Techniques, Endocrine ,Prediabetic State ,Impaired glucose tolerance ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Diabetes mellitus ,Diabetes Mellitus ,Internal Medicine ,medicine ,Humans ,Mass Screening ,Glucose test ,030212 general & internal medicine ,Epidemiology/Health Services Research ,education ,Mass screening ,Aged ,Original Research ,Glycated Hemoglobin ,Advanced and Specialized Nursing ,education.field_of_study ,Glucose tolerance test ,medicine.diagnostic_test ,business.industry ,Fasting ,Glucose Tolerance Test ,Middle Aged ,medicine.disease ,Impaired fasting glucose ,Capillaries ,3. Good health ,Cross-Sectional Studies ,Early Diagnosis ,Endocrinology ,Female ,business - Abstract
OBJECTIVE The study's goal was to evaluate the performance of A1C and fasting capillary blood glucose (FCG) tests as mass screening tools for diabetes and pre-diabetes, as determined by the standard oral glucose tolerance test (OGTT). RESEARCH DESIGN AND METHODS Data from 2,332 individuals aged 35–74 years who participated in a population-based cross-sectional diabetes survey in Qingdao, China, were analyzed. A 2-h 75-g OGTT was used to diagnose diabetes. The performance of A1C and FCG was evaluated against the results of the OGTTs by using receiver operating characteristic curve (ROC) analysis. RESULTS The prevalence of newly diagnosed diabetes and pre-diabetes (impaired fasting glucose and/or impaired glucose tolerance) was 11.9 and 29.5%, respectively. For subjects with newly diagnosed diabetes, the area under the ROC curve was 0.67 for A1C and 0.77 for FCG (P < 0.01) in men and 0.67 and 0.75 (P < 0.01) in women, whereas for pre-diabetes, these values were 0.47 and 0.64 (P < 0.001) in men and 0.51 and 0.65 (P < 0.001) in women. At the optimal A1C cutoff point of ≥5.6% for newly diagnosed diabetes, sensitivities (specificities) were 64.4% (61.6%) for men and 62.3% (63.3%) for women. CONCLUSIONS As a screening tool for newly diagnosed diabetes and pre-diabetes, the FCG measurement performed better than A1C in this general Chinese population.
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- 2009
13. Serum uric acid, plasma glucose and diabetes
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Zengchang Pang, Weiguo Gao, Jie Ren, Shaojie Wang, Feng Ning, Qing Qiao, Jaakko Tuomilehto, Lei Zhang, and Hairong Nan
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Adult ,Blood Glucose ,Male ,Rural Population ,China ,medicine.medical_specialty ,Urban Population ,Cross-sectional study ,Endocrinology, Diabetes and Metabolism ,Population ,030209 endocrinology & metabolism ,Carbohydrate metabolism ,Prediabetic State ,03 medical and health sciences ,0302 clinical medicine ,Asian People ,Internal medicine ,Diabetes mellitus ,Internal Medicine ,Humans ,Medicine ,030212 general & internal medicine ,education ,Aged ,Plasma glucose ,education.field_of_study ,business.industry ,Serum uric acid ,Chinese adults ,Middle Aged ,medicine.disease ,Health Surveys ,Uric Acid ,Cross-Sectional Studies ,Endocrinology ,Diabetes Mellitus, Type 2 ,Potential biomarkers ,Multivariate Analysis ,Linear Models ,Female ,Cardiology and Cardiovascular Medicine ,business ,Biomarkers - Abstract
The objective of this study was to investigate the association of serum UA with either FPG or 2hPG levels among Chinese adults in Qingdao, China. A population-based survey for diabetes was performed in 2006 in Qingdao. The survey included 1,490 men and 2,325 women aged 35—74 years who had data stored as required for the current data analysis. The association of mean UA with plasma glucose was tested using a linear regression model. Serum UA concentration raised with increasing FPG levels up to FPG of 7.0 mmol/l, but significantly decreased thereafter with further increase in FPG levels. The multivariate adjusted β coefficient between FPG and UA in individuals with newly diagnosed diabetes was —0.20 for men and —0.27 for women (p
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- 2009
14. Risk prediction models for the development of diabetes in Mauritian Indians
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Jonathan E. Shaw, K. George M. M. Alberti, Qing Qiao, Dianna J. Magliano, P. Chitson, Paul Zimmet, Stefan Söderberg, Weiguo Gao, S Knowlessur, J. Tuomilehto, Sarah H. Wild, and J Pitkaniemi
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Adult ,Blood Glucose ,Male ,Endocrinology, Diabetes and Metabolism ,India ,030209 endocrinology & metabolism ,Type 2 diabetes ,Models, Biological ,Body Mass Index ,Young Adult ,03 medical and health sciences ,0302 clinical medicine ,Endocrinology ,Predictive Value of Tests ,Risk Factors ,Diabetes mellitus ,Diabetes Mellitus ,Internal Medicine ,medicine ,Humans ,Genetic Predisposition to Disease ,030212 general & internal medicine ,Risk factor ,Family history ,Aged ,2. Zero hunger ,business.industry ,Type 2 Diabetes Mellitus ,Glucose Tolerance Test ,Middle Aged ,medicine.disease ,Obesity ,Confidence interval ,Mauritius ,Female ,Waist Circumference ,business ,Body mass index ,Follow-Up Studies ,Demography - Abstract
AIMS: To develop risk prediction models of future diabetes in Mauritian Indians. METHODS: Three thousand and ninety-four Mauritian Indians (1141 men, aged 20-65 years) without diabetes in 1987 or 1992 were followed up to 1992 or 1998. Subjects underwent repeated oral glucose tolerance tests and diabetes was diagnosed according to 2006 World Health Organization/International Diabetes Federation criteria. Cox regression models for interval censored data were performed using data from 1544 randomly selected participants. Predicted probabilities for diabetes were calculated and validated in the remaining 1550 subjects. RESULTS: Over 11 years of follow-up, there were 511 cases of diabetes. Among variables tested, family history of diabetes, obesity (body mass index, waist circumference) and glucose were significant predictors of diabetes. Predicted probabilities derived from a simple model fitted with sex, family history of diabetes and obesity ranged from 0.05 to 0.64 in men and 0.03 to 0.49 in women. To predict the onset of diabetes, area under the receiver operating characteristic (ROC) curve (AROC) of predicted probabilities was 0.62 (95% confidence interval, 0.56-0.68) in men and 0.64 (0.59-0.69) in women. At a cut-off point of 0.12, the sensitivity and specificity were 0.72 (0.71-0.74) and 0.47 (0.45-0.49) in men and 0.77 (0.75-0.78) and 0.50 (0.48-0.52) in women, respectively. Addition of fasting plasma glucose (FPG) to the model improved the prediction slightly [AROC curve 0.70 (0.65-0.76) in men, 0.71 (0.67-0.76) in women]. CONCLUSIONS: A diabetes prediction model based on obesity and family history yielded moderate discrimination in Mauritian Indians, which was slightly inferior to the model with the FPG but may be useful in low-income countries to promote identification of people at high risk of diabetes.
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- 2009
15. Risk factors associated with the dramatic increase in the prevalence of diabetes in the adult Chinese population in Qingdao, China
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Lei Zhang, Jie Ren, Yi-Hu Dong, S. W. Andersson, K. Malmberg, Niklas Hammar, Qing Qiao, Zengchang Pang, Jaakko Tuomilehto, Shaojie Wang, Feng Ning, Hairong Nan, and Weiguo Gao
- Subjects
Adult ,Male ,Gerontology ,China ,Cross-sectional study ,Endocrinology, Diabetes and Metabolism ,Population ,030209 endocrinology & metabolism ,Rural Health ,Type 2 diabetes ,Body Mass Index ,03 medical and health sciences ,0302 clinical medicine ,Endocrinology ,Risk Factors ,Environmental health ,Diabetes Mellitus ,Odds Ratio ,Prevalence ,Internal Medicine ,Humans ,Medicine ,Obesity ,030212 general & internal medicine ,Risk factor ,education ,Aged ,2. Zero hunger ,education.field_of_study ,Anthropometry ,business.industry ,Urban Health ,1. No poverty ,Type 2 Diabetes Mellitus ,Middle Aged ,medicine.disease ,3. Good health ,Cross-Sectional Studies ,Female ,Rural area ,business ,Body mass index - Abstract
Objective To investigate the major risk factors and their association with the dramatic increase in the prevalence of diabetes from 2001–2002 to 2006 in Qingdao, China. Methods Population-based cross-sectional studies on diabetes were performed in 4598 men and 7026 women aged 35–74 years. The 2006 World Health Organization diagnostic criteria for diabetes were used. Results The crude prevalence of diabetes was 11.3% in both men and women in urban areas and 5.3% and 8.9% in rural areas in 2001–2002. This increased to 19.2% and 16.1% in urban areas and 14.2% and 13.8% in rural areas in 2006 for men and women, respectively. The increase in diabetes prevalence from 2001–2002 to 2006 was paralleled by an increased body mass index in rural areas but not in urban areas. The major risk factors associated with diabetes were age, family history of diabetes, obesity, hypertension and high triglycerides. The multivariate adjusted odds ratio and 95% confidence interval for diabetes corresponding to a one standard deviation increase in waist circumference was 1.81 (1.47, 2.23) in urban men, 1.64 (1.26, 2.13) in rural men, 1.98 (1.66, 2.37) in urban women and 2.02 (1.63, 2.51) in rural women. Low socio-economic classes had a higher risk for diabetes in urban areas but a lower risk in rural areas, both associated with increased waist circumference. Conclusion Established risk factors are of great importance for the prevalence of diabetes in the urban and rural Chinese populations and changes in these factors could explain the recent dramatic increase in diabetes prevalence, particularly in rural areas. Considering the high prevalence of obesity and physical inactivity, intervention is urgently required in China.
- Published
- 2009
16. Does the constellation of risk factors with and without abdominal adiposity associate with different cardiovascular mortality risk?
- Author
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B. Balkau, M.P. Garancini, Lex M. Bouter, R.J. Heine, Giacomo Ruotolo, K. G. M. M. Alberti, Weiguo Gao, C.D.A. Stehouwer, Giel Nijpels, J.M. Dekker, Jaakko Tuomilehto, G. Calor, Qing Qiao, EMGO+ - Lifestyle, Overweight and Diabetes, Epidemiology and Data Science, Internal medicine, General practice, and EMGO - Lifestyle, overweight and diabetes
- Subjects
Adult ,Male ,medicine.medical_specialty ,Endocrinology, Diabetes and Metabolism ,education ,Abdominal Fat ,MEDLINE ,Medicine (miscellaneous) ,030209 endocrinology & metabolism ,030204 cardiovascular system & hematology ,03 medical and health sciences ,0302 clinical medicine ,Waist–hip ratio ,Risk Factors ,medicine ,Humans ,Obesity ,International diabetes federation ,Aged ,Proportional Hazards Models ,Cardiovascular mortality ,Aged, 80 and over ,Metabolic Syndrome ,Nutrition and Dietetics ,Waist-Hip Ratio ,business.industry ,Proportional hazards model ,nutritional and metabolic diseases ,Middle Aged ,medicine.disease ,Lipids ,3. Good health ,Multicenter study ,Cardiovascular Diseases ,Emergency medicine ,Female ,Medical emergency ,Metabolic syndrome ,business - Abstract
To evaluate whether the metabolic syndrome (MetS) defined by the International Diabetes Federation (IDF) criteria, which has abdominal adiposity as a mandatory element, predicts cardiovascular disease (CVD) mortality better than the cluster of other IDF-defined abnormalities not including abdominal adiposity.Data from nine European population-based studies, including 7782 men and 7739 women (aged 30-89 years), with a median follow-up of 8.55 years, were jointly analyzed. Hazard ratios for CVD mortality were calculated with Cox regression models.In total, 41% of the men and 38% of the women had the IDF MetS. Individuals with the IDF MetS were by definition more obese and had a higher prevalence of diabetes than non-obese subjects withor = 2 IDF abnormalities; whereas non-obese men withor = 3 factors had more atherogenic lipid profiles. Multivariate adjusted hazard ratio for CVD death in men and women with the IDF MetS was 2.44 (1.69-2.98) and 2.32 (1.27-4.23); in non-obese men with 2 andor = 3 factors the hazard ratio was 1.60 (1.12-2.30) and 2.44 (1.62-3.66), respectively, and in non-obese women with 2 factors the hazard ratio was 2.41 (1.09-5.33).The cluster of the CVD risk factors predicted CVD mortality regardless of the presence or absence of the abdominal adiposity. Inclusion of abdominal adiposity as a prerequisite will miss those non-obese individuals who have increased CVD mortality.
- Published
- 2008
17. Clinical characteristics and antimicrobial patterns in complicated intra-abdominal infections: a 6-year epidemiological study in southern China
- Author
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Wenwei Ouyang, Huiling Xue, Xiaoyan Li, Jia Wei, Weiguo Gao, Yunqin Chen, and Zehuai Wen
- Subjects
0301 basic medicine ,Male ,Imipenem ,Penicillanic Acid ,chemistry.chemical_compound ,0302 clinical medicine ,Ciprofloxacin ,Drug Resistance, Multiple, Bacterial ,polycyclic compounds ,Enterococcus faecalis ,Pharmacology (medical) ,030212 general & internal medicine ,biology ,General Medicine ,Middle Aged ,Anti-Bacterial Agents ,Klebsiella pneumoniae ,Infectious Diseases ,Treatment Outcome ,Pseudomonas aeruginosa ,Gentamicin ,Drug Therapy, Combination ,Female ,medicine.drug ,Microbiology (medical) ,medicine.medical_specialty ,China ,Tazobactam ,030106 microbiology ,Microbial Sensitivity Tests ,Meropenem ,Microbiology ,03 medical and health sciences ,Internal medicine ,medicine ,Escherichia coli ,Humans ,Piperacillin ,business.industry ,biochemical phenomena, metabolism, and nutrition ,biology.organism_classification ,Epidemiologic Studies ,chemistry ,Carbapenems ,Linezolid ,Intraabdominal Infections ,Gentamicins ,business - Abstract
Complicated intra-abdominal infection (cIAIs) are a common and important cause of morbidity worldwide. In this study, the clinical features, microbiological profiles, antimicrobial patterns and treatments of 3233 cIAI patients (mean age, 47.6 years; 54.7% male) with 3531 hospitalisations from 2008–2013 were retrospectively investigated. The most commonly isolated bacteria were Escherichia coli (47.6%), Klebsiella pneumoniae (16.9%), Enterococcus faecalis (10.4%) and Pseudomonas aeruginosa (8.8%). Ciprofloxacin, aminoglycoside (gentamicin), piperacillin/tazobactam and carbapenems exhibited activity against 53%, 76%, 88% and 100% of extended-spectrum β-lactamase (ESBL)-positive Enterobacteriaceae isolates, respectively. Pseudomonas aeruginosa isolates exhibited 100%, 95%, 88%, 71% and 76% susceptibility to aminoglycoside (gentamicin), ciprofloxacin, meropenem, imipenem and ceftazidime, respectively, and Enterococcus remained 100% susceptible to vancomycin and linezolid. β-Lactam antibacterials other than penicillin (specifically third-generation cephalosporins) and imidazole derivatives (ornidazole and metronidazole) were the most common first-line treatments. Patients subjected to regimen change after initial antibiotic treatment had predisposing conditions (e.g. older age, more severe co-morbidities) and a higher incidence of P. aeruginosa infection; in addition, these patients encountered a higher average cost of care and worse clinical outcomes compared with those without medication modification. Taken together, these findings indicate the importance of appropriate initial empirical therapy and suggest the use of combination therapy comprising cephalosporins and metronidazole.
- Published
- 2015
18. Data-Driven Information Extraction from Chinese Electronic Medical Records
- Author
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Weiguo Gao, Tianwan Zhao, Dong Xu, Jia Wei, Meizhuo Zhang, Chen Ge, and Kenny Q. Zhu
- Subjects
China ,lcsh:Medicine ,Context (language use) ,computer.software_genre ,Bioinformatics ,Data-driven ,Systematized Nomenclature of Medicine ,Named-entity recognition ,Data Mining ,Electronic Health Records ,Humans ,lcsh:Science ,Natural Language Processing ,Physics ,Multidisciplinary ,business.industry ,Event (computing) ,lcsh:R ,Support vector machine ,Information extraction ,lcsh:Q ,Artificial intelligence ,Normalized Google distance ,business ,computer ,Natural language processing ,Algorithms ,Research Article - Abstract
Objective This study aims to propose a data-driven framework that takes unstructured free text narratives in Chinese Electronic Medical Records (EMRs) as input and converts them into structured time-event-description triples, where the description is either an elaboration or an outcome of the medical event. Materials and Methods Our framework uses a hybrid approach. It consists of constructing cross-domain core medical lexica, an unsupervised, iterative algorithm to accrue more accurate terms into the lexica, rules to address Chinese writing conventions and temporal descriptors, and a Support Vector Machine (SVM) algorithm that innovatively utilizes Normalized Google Distance (NGD) to estimate the correlation between medical events and their descriptions. Results The effectiveness of the framework was demonstrated with a dataset of 24,817 de-identified Chinese EMRs. The cross-domain medical lexica were capable of recognizing terms with an F1-score of 0.896. 98.5% of recorded medical events were linked to temporal descriptors. The NGD SVM description-event matching achieved an F1-score of 0.874. The end-to-end time-event-description extraction of our framework achieved an F1-score of 0.846. Discussion In terms of named entity recognition, the proposed framework outperforms state-of-the-art supervised learning algorithms (F1-score: 0.896 vs. 0.886). In event-description association, the NGD SVM is superior to SVM using only local context and semantic features (F1-score: 0.874 vs. 0.838). Conclusions The framework is data-driven, weakly supervised, and robust against the variations and noises that tend to occur in a large corpus. It addresses Chinese medical writing conventions and variations in writing styles through patterns used for discovering new terms and rules for updating the lexica.
- Published
- 2015
19. Prevalence of Type 2 diabetes in urban and rural Chinese populations in Qingdao, China
- Author
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Sun Bin, W. Duan, H. Yu, Y G Wang, Yi-Hu Dong, Qing Qiao, Jaakko Tuomilehto, R. Qian, Weiguo Gao, Hairong Nan, and F. Li
- Subjects
Adult ,Blood Glucose ,Male ,Gerontology ,China ,medicine.medical_specialty ,Endocrinology, Diabetes and Metabolism ,Population ,Early detection ,030209 endocrinology & metabolism ,Rural Health ,Type 2 diabetes ,03 medical and health sciences ,Age Distribution ,0302 clinical medicine ,Endocrinology ,Diabetes mellitus ,Epidemiology ,Prevalence ,Internal Medicine ,medicine ,Humans ,Glucose test ,030212 general & internal medicine ,Sex Distribution ,education ,Aged ,education.field_of_study ,medicine.diagnostic_test ,business.industry ,Urban Health ,Type 2 Diabetes Mellitus ,Middle Aged ,medicine.disease ,3. Good health ,Cross-Sectional Studies ,Diabetes Mellitus, Type 2 ,Population Surveillance ,Female ,business ,Demography - Abstract
Aims To determine the prevalence of diabetes in the Chinese adult population in rural and urban areas of Qingdao city. Methods A population-based cross-sectional study of diabetes was performed in 12 436 (5346 men) Chinese adults (20–74 years old) from 2001 to 2002. Fasting capillary whole blood glucose test (FCG) was performed in all participants and a 2-h 75-g oral glucose tolerance test in those with FCG ≥ 6.1 mmol/l following initial screening. The 1999 World Health Organization diagnostic criteria for diabetes were used. Results The age-standardized prevalence of diabetes was 6.1% (4.1% for undiagnosed and 2.1% for previously known diabetes) in adults aged 20–74 years. Diabetes prevalence increased with age up to the oldest age group (70–74); in subjects over 50 years of age, the prevalence reached 10%. Men tended to have a higher prevalence of known diabetes than women, whereas the prevalence of undiagnosed diabetes was lower in men than in women (4.6% vs. 3.3%, d.f. = 1, P = 0.001). Diabetes was more prevalent in the urban than in the rural population (6.9% vs. 5.6%, d.f. = 1, P < 0.001). However, the proportion of undiagnosed diabetes was higher in the rural than in the urban areas (70.5% vs. 58.0%, d.f. = 1, P < 0.001). Conclusions The prevalence of Type 2 diabetes in Qingdao city is moderately high, but much higher than reported in 1996. The large proportion of undiagnosed cases of diabetes indicates the lack of public awareness of diabetes and shortage of medical facilities. In view of the huge population in China, the results of this study emphasize the need to improve the early detection and prevention of diabetes in China to prevent the emerging diabetes epidemic.
- Published
- 2005
20. Remediation of nitrobenzene contaminated soil by combining surfactant enhanced soil washing and effluent oxidation with persulfate
- Author
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Jingchun Yan, Mengfang Chen, Lu Han, Weiguo Gao, Linbo Qian, and Yun Chen
- Subjects
Environmental remediation ,lcsh:Medicine ,Electrons ,Nitrobenzene ,chemistry.chemical_compound ,Soil ,Surface-Active Agents ,Humans ,Soil Pollutants ,lcsh:Science ,Effluent ,Environmental Restoration and Remediation ,Nitrobenzenes ,Multidisciplinary ,Aqueous solution ,Sulfates ,lcsh:R ,Sodium dodecylbenzenesulfonate ,Benzenesulfonates ,Soil chemistry ,Persulfate ,Soil contamination ,Sodium Compounds ,chemistry ,lcsh:Q ,Oxidation-Reduction ,Nuclear chemistry ,Hydrogen ,Research Article - Abstract
The combination of surfactant enhanced soil washing and degradation of nitrobenzene (NB) in effluent with persulfate was investigated to remediate NB contaminated soil. Aqueous solution of sodium dodecylbenzenesulfonate (SDBS, 24.0 mmol L-1) was used at a given mass ratio of solution to soil (20:1) to extract NB contaminated soil (47.3 mg kg-1), resulting in NB desorption removal efficient of 76.8%. The washing effluent was treated in Fe2+/persulfate and Fe2+/H2O2 systems successively. The degradation removal of NB was 97.9%, being much higher than that of SDBS (51.6%) with addition of 40.0 mmol L-1 Fe2+ and 40.0 mmol L-1 persulfate after 15 min reaction. The preferential degradation was related to the lone pair electron of generated SO4•-, which preferably removes electrons from aromatic parts of NB over long alkyl chains of SDBS through hydrogen abstraction reactions. No preferential degradation was observed in •OH based oxidation because of its hydrogen abstraction or addition mechanism. The sustained SDBS could be reused for washing the contaminated soil. The combination of the effective surfactant-enhanced washing and the preferential degradation of NB with Fe2+/persulfate provide a useful option to remediate NB contaminated soil.
- Published
- 2014
21. [Weight change in association with the incidence of type 2 diabetes in adults from Qingdao, China]
- Author
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Feng, Ning, Shaojie, Wang, Yumei, Wang, Jianping, Sun, Lei, Zhang, Weiguo, Gao, Hairong, Nan, Jie, Ren, Qing, Qiao, and Zengchang, Pang
- Subjects
Adult ,Male ,China ,Incidence ,Body Weight ,Middle Aged ,Weight Gain ,Body Mass Index ,Logistic Models ,Diabetes Mellitus, Type 2 ,Risk Factors ,Humans ,Female ,Prospective Studies ,Aged ,Follow-Up Studies - Abstract
Since the incidence rates and risk factor for type 2 diabetes in Chinese populations had not been well known, the aim of this study was to evaluate the impact of weight change and other risk factors on incident type 2 diabetes in Qingdao, China.A prospective population-based cohort study was carried out, based on subjects aged 35-74 years who participated in the 'Qingdao Diabetes Survey' in 2006. Subjects were free of diabetes at baseline. A total of 1 294 subjects attended the follow up survey between 2009 and 2011. The diagnostic criteria for Diabetes was classified according to both the World Health Organization and the International Diabetes Federation 2006. A logistic regression was built using the backward stepwise selection to assess the effects of risk factors on the incident type 2 diabetes.During a 4-year follow up period, 120 cases with incident type 2 diabetes were identified, with cumulative incidence of diabetes as 11.8% . Participants who developed type 2 diabetes were significantly older, having significantly higher age-adjusted BMI/waist circumference/systolic blood pressure and total cholesterol, than those subjects who remained non-diabetic both in urban and rural areas. Among individuals with no diabetes at the baseline, factors as age, living in the rural areas, baseline BMI and weight change had all independently contributed to the development of diabetes. The multivariate adjusted relative risks (95%CIs) related to the incidence of diabetes were 1.45 (1.13-1.87), 1.93 (1.12-3.34), 1.46 (1.05-2.03) and 1.49 (1.18-1.88), respectively, for a one standard deviation increase in continuous variables. Compared with the reference group of non-obese and with stable weight, factor as weight loss5% and BMI28 kg/m² were independently associated with a 67% (RR = 0.33, 95% CI: 0.11-0.97)reduction in the risk of type 2 diabetes, while BMI28 kg/m² could increase the risk across the levels of weight change. Similar trends were observed in higher waist and weight gain at baseline.This study confirmed the critical importance of obesity in the development of type 2 diabetes. Baseline BMI and weight gain appeared independent predictors on type 2 diabetes.
- Published
- 2014
22. Cardiovascular risk profiles in relation to newly diagnosed type 2 diabetes diagnosed by either glucose or HbA1c criteria in Chinese adults in Qingdao, China
- Author
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Jianping Sun, Zengchang Pang, Feng Ning, Jie Ren, Lei Zhang, Weiguo Gao, L. Y. Qie, H. R. Nan, and Qing Qiao
- Subjects
Adult ,Blood Glucose ,Male ,medicine.medical_specialty ,China ,Endocrinology, Diabetes and Metabolism ,Population ,Hypercholesterolemia ,030209 endocrinology & metabolism ,Type 2 diabetes ,030204 cardiovascular system & hematology ,Overweight ,Body Mass Index ,03 medical and health sciences ,chemistry.chemical_compound ,0302 clinical medicine ,Endocrinology ,Diabetes management ,Risk Factors ,Internal medicine ,Diabetes mellitus ,Internal Medicine ,medicine ,Humans ,Mass Screening ,education ,Aged ,Glycated Hemoglobin ,education.field_of_study ,business.industry ,Smoking ,Middle Aged ,medicine.disease ,3. Good health ,Surgery ,Cross-Sectional Studies ,chemistry ,Diabetes Mellitus, Type 2 ,Cardiovascular Diseases ,Hyperglycemia ,Female ,Glycated hemoglobin ,medicine.symptom ,Metabolic syndrome ,Waist Circumference ,business ,Body mass index - Abstract
Aims To study the cardiovascular disease risk profiles in newly diagnosed diabetes diagnosed by either glucose or/and HbA1c criteria in Chinese adults. Methods Two population-based cross-sectional studies were conducted in 2006 and 2009, respectively. Data from 1987 men and 2815 women aged 35–74 years were analysed. Newly diagnosed diabetes was defined according to either glucose (fasting and/or 2-h glucose), HbA1c or both criteria. Results Ageing, positive family history of diabetes, elevated levels of waist circumference, systolic blood pressure, total cholesterol, triglycerides and γ-glutamyl transferase were independently associated with newly diagnosed diabetes defined by glucose criterion alone, but not for diabetes defined by HbA1c criterion alone. Only waist circumference, total cholesterol and smoking were significantly associated with the presence of diabetes defined by HbA1c criterion alone. Conclusions Cardiovascular disease risk profiles were different in patients with newly diagnosed diabetes defined by the two diagnostic criteria for diabetes. This may have certain clinical implications on diabetes management and research.
- Published
- 2013
23. Evaluation of two screening methods for undiagnosed diabetes in China: an cost-effectiveness study
- Author
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Weiguo Gao, Zengchang Pang, Harri Sintonen, Jianping Sun, Anil Kapur, Yanlei Zhang, and Qing Qiao
- Subjects
Adult ,Blood Glucose ,Male ,medicine.medical_specialty ,Pediatrics ,China ,Diabetes risk ,Cost effectiveness ,Endocrinology, Diabetes and Metabolism ,Cost-Benefit Analysis ,030209 endocrinology & metabolism ,Type 2 diabetes ,Risk Assessment ,03 medical and health sciences ,0302 clinical medicine ,Predictive Value of Tests ,Risk Factors ,Diabetes mellitus ,Internal Medicine ,medicine ,Screening method ,Diabetes Mellitus ,Humans ,Mass Screening ,030212 general & internal medicine ,Glycated Hemoglobin ,Nutrition and Dietetics ,Receiver operating characteristic ,business.industry ,Curve analysis ,Fasting ,Health Care Costs ,Middle Aged ,medicine.disease ,3. Good health ,Surgery ,Cross-Sectional Studies ,ROC Curve ,Area Under Curve ,Feasibility Studies ,Female ,Undiagnosed diabetes ,Family Practice ,business ,Biomarkers - Abstract
To evaluate the performance and cost-effectiveness of two screening methods to identify undiagnosed diabetes at primary care settings among a Chinese population.Two screening methods using a fasting capillary glucose (FCG) test or a Chinese diabetes risk score (DRS) at primary care settings followed by diagnostic tests were compared. The performance of FCG and DRS was evaluated by using receiver operating characteristic (ROC) curve analysis. The main economic outcome measures were the total cost of screening per 1000 persons, proportion of undiagnosed diabetes detected, and cost per undiagnosed diabetes identified from the societal perspective.Among all participants, 14.6% (1349/9232) had undiagnosed diabetes defined by fasting plasma glucose ≥ 7.0mmol/l and/or 2h plasma glucose ≥ 11.1mmol/l and/or hemoglobin A1c ≥ 6.5%. At the optimal cutoff point of 6.1mmol/l for FCG and 14 for DRS, the sensitivity was 65.1% and 65.8%, and specificity was 72.4% and 55.2%, respectively. The area under the ROC curve was 75.3% for FCG and 63.7% for DRS (P0.001). Based on the input costs, the total cost of screening 1000 persons was ¥64,000 ($9143) for FCG and ¥81,000 ($11,571) for DRS. The average cost per case identified was ¥674 ($96) for FCG at cutoff point of 6.1mmol/l and ¥844 ($121) for DRS at score of 14. The incremental cost per case identified was ¥17,000 ($2429) for DRS compared to FCG. The dominance relations between strategies remained with the changed in sensitivity analysis.As a first-line screening tool for undiagnosed diabetes, the FCG test performed better than the DRS in primary care settings in China. The non-invasive and layperson-oriented DRS was feasible and detected more cases but more expensive. No strategy has strong dominance that was both more effective and less costly. The favorable strategy will depend on if the purpose of the screening program is to identify more cases or to have lower cost per case.
- Published
- 2013
24. Treatment and survival patterns of Chinese patients diagnosed with breast cancer between 2005 and 2009 in Southwest China
- Author
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Weiguo Gao, Zuxiang Peng, Xiaorong Zhong, Yunqin Chen, Jing Jing, Xuesong Lu, Hong Zheng, and Jia Wei
- Subjects
Adult ,0301 basic medicine ,Oncology ,China ,medicine.medical_specialty ,Time Factors ,Observational Study ,Breast Neoplasms ,Disease ,survival ,real-world study ,03 medical and health sciences ,breast cancer ,0302 clinical medicine ,Breast cancer ,Internal medicine ,Epidemiology of cancer ,Epidemiology ,Humans ,Medicine ,Survival rate ,Neoplasm Staging ,Retrospective Studies ,Gynecology ,treatment ,business.industry ,Hazard ratio ,Cancer ,Retrospective cohort study ,General Medicine ,Middle Aged ,Prognosis ,medicine.disease ,Combined Modality Therapy ,Survival Rate ,030104 developmental biology ,Population Surveillance ,030220 oncology & carcinogenesis ,ComputingMethodologies_DOCUMENTANDTEXTPROCESSING ,Female ,epidemiology ,business ,Follow-Up Studies ,Research Article - Abstract
Supplemental Digital Content is available in the text, Breast cancer is a significant health issue both globally and within China. Here, we present epidemiological data for female patients diagnosed with breast cancer and treated at West China Hospital, Sichuan University, between 2005 and 2009. Patients who were diagnosed with breast cancer between 2005 and 2009 were enrolled. Data cut-off in this analysis was October 2013, allowing a minimum of 3 years’ follow-up, or follow-up until death. Data were collected and subject to statistical analyses to assess relationships between patient and cancer characteristics, treatment patterns and long-term outcomes. A total of 2252 women with breast cancer were included in the analyses. Luminal B was the most common subtype of breast cancer and human epidermal growth factor 2 (HER2)-positive (nonluminal) was the least common. Most patients had early-stage disease (stage ≤IIIa) at diagnosis. Patients with luminal A appeared to have the best overall survival (OS), compared with other subtypes. Hormone-receptor positivity was associated with improved prognosis, compared with negativity (OS hazard ratio [HR] 0.5). Late-stage compared with early-stage disease at diagnosis was associated with much poorer OS across all patients and tumor subtypes. Clear differences were apparent between breast cancer subtypes and the response to treatment. The interaction of breast cancer subtypes, treatments and disease stage is complex. One of the most important factors for improved prognosis is diagnosis and treatment at an early-stage of disease. With breast cancer becoming an increasingly important health concern, this highlights the importance of establishing systems and protocols to identify and treat patients with breast cancer as early as possible.
- Published
- 2016
25. [Synergistic effect of diabetes family history and abnormal waist-to-hip ratio on the incidence of type 2 diabetes]
- Author
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Li, Liu, Zengchang, Pang, Shaojie, Wang, Dongfeng, Zhang, Yili, Wu, Jianping, Sun, Weiguo, Gao, Feng, Ning, and Qing, Qiao
- Subjects
Adult ,Family Health ,Male ,China ,Waist-Hip Ratio ,Incidence ,Middle Aged ,Overweight ,Logistic Models ,Diabetes Mellitus, Type 2 ,Body Fat Distribution ,Humans ,Female ,Aged - Abstract
To explore the synergistic effect between diabetes family history and abnormal waist-to-hip ratio (WHR) on the incidence of type 2 diabetes.Population-based case-control study was conducted. The interaction between diabetes family history and abnormal WHR was analysed by an additive model.After adjusting confounding factors by multiple logistic regression analysis, the synergy index was 5.63, the attributable risk was 1.49, and the attributable interaction percent was 52.9%.There was a synergistic effect between diabetes family history and abnormal WHR on the incidence of type 2 diabetes.
- Published
- 2012
26. Relationship between body mass index and mortality among Europeans
- Author
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Kalevi Pyörälä, Björn Zethelius, Tiina Laatikainen, R.J. Heine, Weiguo Gao, Janne Pitkäniemi, Stefan Söderberg, Adam G. Tabak, X. Song, Qing Qiao, J. Tuomilehto, Coen D.A. Stehouwer, Department of Public Health, Internal medicine, EMGO - Lifestyle, overweight and diabetes, Interne Geneeskunde, MUMC+: MA Interne Geneeskunde (3), and RS: CARIM School for Cardiovascular Diseases
- Subjects
Male ,Gerontology ,obesity ,Nutrition and Disease ,Medicine (miscellaneous) ,middle-aged men ,030204 cardiovascular system & hematology ,Overweight ,cause of death ,0302 clinical medicine ,Risk Factors ,Neoplasms ,Voeding en Ziekte ,follow-up ,030212 general & internal medicine ,Young adult ,physical-activity ,Cause of death ,Aged, 80 and over ,2. Zero hunger ,Nutrition and Dietetics ,Follow up studies ,Middle Aged ,3. Good health ,Europe ,Cardiovascular Diseases ,us adults ,Female ,women ,medicine.symptom ,Adult ,cardiovascular risk ,MEDLINE ,body mass index ,Young Adult ,03 medical and health sciences ,medicine ,Humans ,overweight ,Aged ,Proportional Hazards Models ,VLAG ,Proportional hazards model ,business.industry ,medicine.disease ,Obesity ,mortality ,original whitehall ,business ,coronary-heart-disease ,Body mass index ,[SDV.AEN]Life Sciences [q-bio]/Food and Nutrition ,Follow-Up Studies - Abstract
Background/Objectives: To investigate the relationship between body mass index (BMI) and mortality from various causes. Subjects/Methods: Data of 72 947 European men and 62 798 women aged 24-99 years at baseline were collaboratively analyzed. Both absolute and relative mortality risks were estimated within each BMI categories. The hazard ratio was estimated using Cox regression analysis adjusting for age, cohort and smoking status. Results: Over a median follow-up of 16.8 years, 29 071 participants died, 13 502 from cardiovascular disease (CVD) and 8748 from cancers of all types. All-cause and cancer mortality showed a U-shaped relationship: decreased first, leveled off, and then increased with increasing BMI with the lowest mortality risk approximately between 23.0 and 28.0 kg/m(2) of BMI in men and 21.0 and 28.0 kg/m(2) in women. The U-shaped relationship held for all-cause mortality but disappeared for cancer mortality among non-smokers. The CVD mortality was constant until a BMI of approximately 28.0 kg/m(2) and then increased gradually in both men and women, which was independent of age, cohort and smoking status. Conclusions: A U-shaped relationship of BMI with all-cause mortality but a graded relationship with CVD mortality at BMI >28.0 kg/m(2) was detected. The relationship between cancer mortality and BMI largely depended on smoking status, and need to be further investigated with site-specific cancers. European Journal of Clinical Nutrition (2012) 66, 156-165; doi:10.1038/ejcn.2011.145; published online 10 August 2011
- Published
- 2012
27. Layperson-oriented vs. clinical-based models for prediction of incidence of ischemic stroke: National FINRISK Study
- Author
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Erkki Vartiainen, Qing Qiao, Tiina Laatikainen, and Weiguo Gao
- Subjects
Adult ,Male ,medicine.medical_specialty ,Heart disease ,Population ,Health Behavior ,Blood Pressure ,030204 cardiovascular system & hematology ,Body Mass Index ,03 medical and health sciences ,0302 clinical medicine ,Age Distribution ,Diabetes mellitus ,Internal medicine ,Vegetables ,Medicine ,Humans ,education ,Exercise ,Life Style ,Finland ,2. Zero hunger ,education.field_of_study ,business.industry ,Proportional hazards model ,Middle Aged ,medicine.disease ,Confidence interval ,3. Good health ,Diet ,Stroke ,Blood pressure ,Neurology ,Fruit ,Cohort ,Physical therapy ,Cardiology ,Female ,business ,Epidemiologic Methods ,Body mass index ,030217 neurology & neurosurgery - Abstract
Background A simplified model not requiring a clinic visit is important for cardiovascular prevention. We compared such a model, with one requiring clinical measurements for prediction of ischemic stroke. Methods Five population-based Finnish cohorts comprising 14 296 men and 16 065 women aged 25–64 years were randomly recruited from 1982, and followed up using the national registers until the end of the 2007. The final Cox model included age, prior history of diabetes and hypertension, happy marriage, capability to walk 500 m (self-estimate), regular exercise, vegetable/fruit intake, smoking, body mass index, and systolic blood pressure; the layperson-oriented model was developed by taking blood pressure away from the final model. Results Four hundred sixty-nine men and 371 women developed ischemic stroke events. The area under the receiver operating characteristic curve (95% confidence interval) for 10 years incidence of ischemic stroke was 0·817 (0·791–0·843) and 0·813 (0·787–0·839) for the model with and without systolic blood pressure in men and 0·815 (0·782–0·848) and 0·812 (0·779–0·844), respectively, in women ( P>0·10). The predicted 10-year events rate matched well with the observed one across deciles of the predicted risk in men (χ2 = 11·57, 9df, P = 0·239) and in women (χ2 = 11·18, P = 0·263). The overall net reclassification improvement after adding blood pressure was 8·8% ( P = 0·016) in men and 3·2% ( P = 0·234) in women. The predicted 10-year risk of the ischemic stroke based on global vascular event models that includes coronary heart diseases did not match well with the observed stroke risk. Conclusions The layperson model performed as well as the clinical-based one.
- Published
- 2011
28. Fresh vegetable intake and prevalence of diabetes in a Chinese population in Qingdao
- Author
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Zengchang Pang, Lei Zhang, Shaojie Wang, Bai Xue, Qing Qiao, Xiaorong Chen, Weiguo Gao, Feng Ning, and Xianghai Zhou
- Subjects
Adult ,Male ,China ,030309 nutrition & dietetics ,Cross-sectional study ,Endocrinology, Diabetes and Metabolism ,Population ,Logistic regression ,03 medical and health sciences ,0302 clinical medicine ,Endocrinology ,Environmental health ,Diabetes mellitus ,Vegetables ,Internal Medicine ,medicine ,Diabetes Mellitus ,Glucose test ,Humans ,030212 general & internal medicine ,Food science ,Family history ,education ,Aged ,2. Zero hunger ,0303 health sciences ,Glucose tolerance test ,education.field_of_study ,medicine.diagnostic_test ,business.industry ,General Medicine ,Odds ratio ,Glucose Tolerance Test ,Middle Aged ,medicine.disease ,3. Good health ,Cross-Sectional Studies ,Female ,business - Abstract
Objective To investigate the association of fresh vegetable consumption with the risk of diabetes in a Chinese population. Methods Data from 2386 individuals aged 35–74 years who participated in a population-based cross sectional diabetes survey in Qingdao, China were analyzed. Frequency of vegetable intake was obtained using a food frequency questionnaire. Diabetes was defined as self-reported diabetes or undiagnosed diabetes determined by 2-h 75 g oral glucose tolerance test or fasting capillary blood glucose test. Multivariate-adjusted odds ratio (OR) for the presence (vs. the absence) of diabetes in association with the frequency of fresh vegetable intake was estimated using logistic regression analysis. Results The OR for the presence of diabetes was 1.17 (95% CI 0.66, 2.05) in men and 0.50 (95% CI 0.33, 0.77) in women who ate fresh vegetables more than 14 times/week as compared with those who ate fresh vegetables less than 7 times/week after adjustment for age, family history of diabetes, BMI, systolic blood pressure, 24-h energy intake, physical activity and smoking and drinking. Conclusions Consumption of fresh vegetables was associated with a low risk of having diabetes in women but not in men in this Chinese population.
- Published
- 2010
29. The association of gamma-glutamyltransferase and C-reactive protein with IFG/IGT in Chinese adults in Qingdao, China
- Author
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Zengchang Pang, Qing Qiao, Lei Zhang, Hairong Nan, Jinjuan Ren, Shaojie Wang, Weiguo Gao, and Jianping Sun
- Subjects
Adult ,Male ,medicine.medical_specialty ,China ,Waist ,Clinical Biochemistry ,Population ,030209 endocrinology & metabolism ,030204 cardiovascular system & hematology ,Biochemistry ,Impaired glucose tolerance ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Diabetes mellitus ,Medicine ,Humans ,education ,Chromatography, High Pressure Liquid ,Aged ,education.field_of_study ,biology ,business.industry ,Biochemistry (medical) ,C-reactive protein ,nutritional and metabolic diseases ,General Medicine ,Odds ratio ,gamma-Glutamyltransferase ,Glucose Tolerance Test ,Middle Aged ,Impaired fasting glucose ,medicine.disease ,3. Good health ,Endocrinology ,C-Reactive Protein ,Cross-Sectional Studies ,Quartile ,biology.protein ,Female ,business - Abstract
Background Serum gamma-glutamyltransferase (GGT) and C-reactive protein(CRP) have been previously shown to be associated with impaired fasting glucose/impaired glucose tolerance (IFG/IGT), but such an association has not been well verified, and is examined in a non-diabetic Chinese population. Methods A population-based cross-sectional study was conducted in 2006 in Qingdao, China. Data of 1143 men and 1689 women aged 35–74 years and free of diabetes at baseline were analyzed. Multivariable logistic regression analysis was performed to estimate the odds ratio (OR) and its 95% confidence interval (CI). Results Compared with the lowest quartile, the ORs (95%CI) for IFG/IGT corresponding to the highest quartile were 0.89(0.61,1.28) in men and 0.87(0.64,1.18) in women for CRP and 2.12(1.40,3.38) and 1.87(1.32,2.62) for GGT, when the two were fitted simultaneously in a model adjusting for age, school years, alcohol-drinking, smoking, family history of diabetes, systolic blood pressure, waist circumference, triglycerides and high-density lipoprotein. Conclusions The elevated GGT, but not CRP, was independently associated with the presence of the IFG/IGT in both genders in this Chinese population.
- Published
- 2010
30. A simple Chinese risk score for undiagnosed diabetes
- Author
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Yi-Hu Dong, J. Ren, Qing Qiao, Weiguo Gao, Jaakko Tuomilehto, Z. C. Pang, Lei Zhang, Shaojie Wang, and Hairong Nan
- Subjects
Adult ,Blood Glucose ,Male ,medicine.medical_specialty ,China ,Diabetes risk ,Waist ,Endocrinology, Diabetes and Metabolism ,Population ,030209 endocrinology & metabolism ,Risk Assessment ,03 medical and health sciences ,Young Adult ,0302 clinical medicine ,Endocrinology ,Predictive Value of Tests ,Risk Factors ,Internal medicine ,Internal Medicine ,medicine ,Diabetes Mellitus ,Humans ,Mass Screening ,030212 general & internal medicine ,Risk factor ,education ,Mass screening ,Aged ,Glycated Hemoglobin ,education.field_of_study ,Framingham Risk Score ,business.industry ,Glucose Tolerance Test ,Middle Aged ,Health Surveys ,3. Good health ,Surgery ,Logistic Models ,Population study ,Female ,Risk assessment ,business ,Algorithms - Abstract
Diabet. Med. 27, 274–281 (2010) Abstract Aims A diabetes risk score for screening undiagnosed diabetes was constructed and validated in Chinese adults. Methods Two consecutive population-based diabetes surveys among Chinese adults aged 20–74 years were conducted in 2002 (n = 1986) and 2006 (n = 4336). Demographic and anthropometric measures were collected following similar procedures. Standard 2-h 75-g oral glucose tolerance tests (OGTTs) were performed to diagnose diabetes in both surveys. Fasting capillary plasma glucose (FCG) and glycated haemoglobin (HbA1c) were also measured together with the OGTTs on the same day of the 2006 survey. Beta coefficients estimated using logistic regression analysis derived from data of the 2002 survey were used to develop the risk assessment algorithm. The performance of the algorithm was validated in the study population of the 2006 survey. Results Of all the variables tested, waist circumference, age and family history of diabetes were significant predictors of diabetes and were used to construct the risk assessment score. The score, ranging from 3 to 32, performed well when applied to the study population of the 2006 survey. The area under the receiver operating characteristic curve was 67.3% (95% CI, 64.9–69.7%) for the score, while it was 76.3% (73.5–79.0%) for FCG alone and 67.8% (64.9–70.8%) for HbA1c alone. At a cut-off point of 14, the sensitivity and specificity of the risk score were 84.2% (81.0–87.5%) and 39.8% (38.2–41.3%). Conclusions The risk score based on age, waist circumference and family history of diabetes is efficient as a layperson-oriented diabetes screening tool for health promotion and for population-based screening programmes.
- Published
- 2010
31. Serum uric acid and components of the metabolic syndrome in non-diabetic populations in Mauritian Indians and Creoles and in Chinese in Qingdao, China
- Author
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Stefan Söderberg, Ulla Uusitalo, Paul Zimmet, George Alberti, Jaakko Tuomilehto, P. Chitson, Weiguo Gao, Hairong Nan, Yanhu Dong, Jonathan E. Shaw, Vassen Pauvaday, and Qing Qiao
- Subjects
Adult ,Male ,medicine.medical_specialty ,China ,Endocrinology, Diabetes and Metabolism ,India ,030209 endocrinology & metabolism ,Uric acid blood ,Blood Pressure ,030204 cardiovascular system & hematology ,White People ,Cohort Studies ,03 medical and health sciences ,0302 clinical medicine ,Internal medicine ,Internal Medicine ,Diabetes Mellitus ,Medicine ,Humans ,Aged ,Metabolic Syndrome ,business.industry ,Extramural ,Serum uric acid ,Middle Aged ,medicine.disease ,Lipids ,3. Good health ,Uric Acid ,Endocrinology ,Multicenter study ,Population Surveillance ,Mauritius ,Female ,Metabolic syndrome ,business ,Non diabetic - Abstract
To assess the association of serum uric acid (UA) with components of metabolic syndrome (MetS) in different ethnic groups.Nondiabetic men (3285) and nondiabetic women (4078) aged 25 to 74 years without a history of cardiovascular disease and gout from Mauritius and Qingdao China, comprising Mauritian Indians, Mauritian Creoles, and an urban Chinese population, were studied. The top quintile of waist circumference, body mass index (BMI), blood pressure, serum total cholesterol and triglycerides, plasma glucose levels, and the bottom quintile of HDL cholesterol was defined as the metabolic disorder. Hyperuricemia was defined if UA values were in the top quintile.In a multivariate model (adjusted for age, cohort, smoking, and alcohol consumption), waist circumference, BMI, and serum triglycerides appeared to be independently associated with hyperuricemia in both sexes and in all ethnic groups except in Chinese women. Multivariate adjusted odds ratios (95% confidence intervals [CIs]) for having three or more metabolic disorders vs fewer than three, corresponding to a one SD increase in serum UA concentration, were 1.75 (1.51 to 2.02), 2.19 (1.71 to 2.82) and 2.30 (1.68 to 3.16) in Indian, Creole, and Chinese men, respectively, and 1.74 (1.52 to 2.00), 1.75 (1.40 to 2.19) and 1.72 (1.37 to 2.16) in Indian, Creole, and Chinese women, respectively.In nondiabetics of Asian and African ancestry, elevated serum UA was closely associated with components of MetS, but whether UA provides additional information to the definition of the MetS in predicting future cardiovascular disease and diabetes needs to be studied.
- Published
- 2008
32. Metabolic syndrome and cardiovascular disease
- Author
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Qing Qiao, Regzedmaa Nyamdorj, Weiguo Gao, Lei Zhang, and Jaakko Tuomilehto
- Subjects
Adult ,Male ,medicine.medical_specialty ,Clinical Biochemistry ,030209 endocrinology & metabolism ,Disease ,030204 cardiovascular system & hematology ,Impaired glucose tolerance ,03 medical and health sciences ,0302 clinical medicine ,Insulin resistance ,Diabetes mellitus ,Genetic predisposition ,medicine ,Prevalence ,Humans ,Obesity ,Intensive care medicine ,Aged ,Aged, 80 and over ,Metabolic Syndrome ,Anthropometry ,business.industry ,General Medicine ,Middle Aged ,medicine.disease ,3. Good health ,Fatty Liver ,Cardiovascular Diseases ,Physical therapy ,Pacific islanders ,Female ,Smoking Cessation ,Metabolic syndrome ,Insulin Resistance ,business - Abstract
The clustering of metabolic and pathophysiological cardiovascular risk factors has long been recognized but it was Reaven who popularized the syndrome in the Banting lecture of 1988. Since 1999, several major international or national organizations proposed their own definitions for the syndrome, named the metabolic syndrome. The prevalence of the metabolic syndrome varies according to definition, ethnicity and gender. The prevalence is under 20% among Chinese and Korean people but over 50% among Maori and Pacific Islanders in New Zealand. People with the metabolic syndrome have 50-60% higher cardiovascular risk than those without. The absolute cardiovascular risk of the metabolic syndrome, however, is not necessarily higher than those of its individual components. The pathogenesis underlying the clustering of cardiovascular risk factors remains unclear. Factors including genetic disposition, obesity, insulin resistance and inflammation have been suggested as being involved. Since the metabolic syndrome is multifactorial in origin, strategies for reducing cardiovascular risk in individuals with the metabolic syndrome involve the management of multiple risks. Lifestyle changes are an effective first-line management; pharmacological interventions for hypertension, diabetes and dyslipidaemia are in accordance with established guidelines. Pharmacological and surgical therapies for obesity are effective in selected patients. In this article we discuss the definitions, prevalence, pathogenesis and management of the metabolic syndrome in relation to cardiovascular risk.
- Published
- 2007
33. The prevalence of hyperuricemia in a population of the coastal city of Qingdao, China
- Author
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Hairong, Nan, Qing, Qiao, Yanhu, Dong, Weiguo, Gao, Bin, Tang, Rongli, Qian, and Jaakko, Tuomilehto
- Subjects
Adult ,Hypertriglyceridemia ,Male ,China ,Alcohol Drinking ,Gout ,Urban Population ,Hypercholesterolemia ,Hyperuricemia ,Middle Aged ,Uric Acid ,Cross-Sectional Studies ,Risk Factors ,Hypertension ,Prevalence ,Humans ,Female ,Obesity ,Aged - Abstract
Hyperuricemia and gout have shown an increase worldwide. Data are lacking for the prevalence of hyperuricemia and gout and their correlates in China. We studied the occurrence of these conditions in Chinese adults in the city of Qingdao.A population-based cross-sectional survey for hyperuricemia and gout was performed among 2438 adults (1535 women, 903 men; aged 20-74 yrs) in 2002. Fasting serum uric acid (UA) and lipid profiles were determined, as well as height, weight, and blood pressure. Hyperuricemia was defined as serum UA levelsor= 420 micromol/l in men andor= 360 micromol/l in women. Diagnosis of gout was self-reported. Complete biochemical and questionnaire data were available for analysis from 1303 women and 720 men.The age-standardized prevalence was 25.3% for hyperuricemia and 0.36% for gout in adults aged 20 to 74 years. Hyperuricemia was more prevalent in men than in women (32.1% vs 21.8%; p0.001). Age-adjusted mean serum UA level was 389.3 micromol/l in men and 315.7 micromol/l in women. Serum UA increased with age in women only (p for trend0.001). Body mass index and serum triglycerides had the strongest associations with serum UA in both genders, followed by alcohol drinking and diastolic blood pressure in men, and systolic blood pressure and total cholesterol in women.The prevalence of hyperuricemia in the urban adult population in Qingdao city is high, while the frequency of gout is lower. Obesity, hypertension, and dyslipidemia are the major factors associated with hyperuricemia in this study.
- Published
- 2006
34. The likelihood of diabetes based on the proposed definitions for impaired fasting glucose
- Author
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Weiguo Gao, Hairong Nan, Jaakko Tuomilehto, Yanhu Dong, and Qing Qiao
- Subjects
Adult ,Blood Glucose ,Male ,medicine.medical_specialty ,endocrine system diseases ,Endocrinology, Diabetes and Metabolism ,030209 endocrinology & metabolism ,Type 2 diabetes ,030204 cardiovascular system & hematology ,Risk profile ,Likelihood ratios in diagnostic testing ,Impaired glucose tolerance ,03 medical and health sciences ,0302 clinical medicine ,Endocrinology ,Diabetes mellitus ,Internal medicine ,Glucose Intolerance ,Internal Medicine ,medicine ,Diabetes Mellitus ,Humans ,Oral glucose tolerance ,Child ,Aged ,business.industry ,nutritional and metabolic diseases ,Chinese adults ,General Medicine ,Fasting ,Glucose Tolerance Test ,Middle Aged ,medicine.disease ,Impaired fasting glucose ,Health Surveys ,Cross-Sectional Studies ,ROC Curve ,Child, Preschool ,Female ,business - Abstract
The current study aimed to evaluate whether individuals with fasting plasma glucose (FPG) of 5.6–6.0 mmol/l has a similar risk profiles for diabetes or impaired glucose tolerance (IGT) to those with FPG of 6.1–6.9 mmol/l. A community-based cross-sectional survey in Chinese adults (20–74 years) was conducted during April–July in 2002. Participants without a prior history of diabetes underwent a standardized 2-h 75 g oral glucose tolerance test. Positive likelihood ratios were calculated to estimate the odds of having diabetes or IGT for subjects with different FPG levels. Among 1856 participants, prevalence of IFG increased from 12.4 to 28.2% with the cut-off value of FPG lowered from 6.1 to 5.6 mmol/l. Individuals with FPG of 6.1–6.9 mmol/l were more obese and insulin resistant than those with FPG of 5.6–6.0 mmol/l. The positive likelihood ratio for diabetes and IGT were 1.83 (1.28–2.61) and 2.60 (1.96–3.44) in subjects with FPG of 6.1–6.9 mmol/l, and 0.54 (0.30–0.95) and 1.47 (1.11–1.95) for those with FPG of 5.6–6.0 mmol/l, respectively. In conclusion, the likelihood of diabetes and IGT was lower in subjects with FPG of 5.6–6.0 mmol/l than in those with FPG of 6.1–6.9 mmol/l. The clinical and social implication of labelling more individuals with impaired fasting glucose needs to be further studied.
- Published
- 2006
35. Assessing the preprandial glucose target: 100 mg/dL versus 110 mg/dL
- Author
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Jaakko Tuomilehto, Qing Qiao, and Weiguo Gao
- Subjects
Blood Glucose ,medicine.medical_specialty ,Aging ,Endocrinology, Diabetes and Metabolism ,Myocardial Infarction ,Coronary Disease ,030204 cardiovascular system & hematology ,Plasma glucose level ,03 medical and health sciences ,0302 clinical medicine ,Endocrinology ,Reference Values ,Risk Factors ,Internal medicine ,Diabetes mellitus ,medicine ,Diabetes Mellitus ,Humans ,030212 general & internal medicine ,Myocardial infarction ,Glycemic ,Plasma glucose ,business.industry ,General Medicine ,Fasting ,medicine.disease ,Impaired fasting glucose ,3. Good health ,Linear relationship ,Cardiovascular Diseases ,Food ,Reference values ,business - Abstract
Objective To assess the potential value of lowering the impaired fasting glucose (IFG) cut point from 110 mg/dL to 100 mg/dL. Methods Data from pertinent published studies are analyzed in an effort to identify the risk of diabetes, cardiovascular disease, and mortality under various glycemic conditions. Results The risk of developing diabetes increases with advancing age. The relationship is strongest when the 2-hour plasma glucose level is analyzed, whereas the fasting plasma glucose level is generally stable and changes little with aging. The 2-hour plasma glucose level has a linear relationship with cardiovascular disease and mortality. Most patients with acute myocardial infarction have high 2-hour plasma glucose levels but normal fasting plasma glucose values. Increased mortality risk based on the fasting plasma glucose level does not appear until values of approximately 7 mmol/L (126 mg/dL) and remains relatively flat at lower levels.. Conclusion Lowering the cut point for IFG from 6.1 mmol/L to 5.6 mmol/L (110 mg/dL to 100 mg/dL) increases the prevalence of IFG but does not predict mortality below 7 mmol/L (126 mg/dL). (Endocr Pract. 2006;12[Suppl 1]:67-70)
- Published
- 2006
36. Diabetes associated with a low serum uric acid level in a general Chinese population
- Author
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Jaakko Tuomilehto, Hairong Nan, Weiguo Gao, Qing Qiao, and Yanhu Dong
- Subjects
Adult ,Blood Glucose ,Male ,Rural Population ,medicine.medical_specialty ,China ,Urban Population ,Cross-sectional study ,Endocrinology, Diabetes and Metabolism ,Population ,030209 endocrinology & metabolism ,030204 cardiovascular system & hematology ,03 medical and health sciences ,0302 clinical medicine ,Endocrinology ,Insulin resistance ,Internal medicine ,Diabetes mellitus ,Internal Medicine ,medicine ,Diabetes Mellitus ,Humans ,Hyperuricemia ,Endothelial dysfunction ,education ,Aged ,Retrospective Studies ,Chinese population ,education.field_of_study ,business.industry ,Serum uric acid ,General Medicine ,Fasting ,Middle Aged ,medicine.disease ,3. Good health ,Uric Acid ,Cross-Sectional Studies ,Multivariate Analysis ,Female ,business - Abstract
Serum uric acid (UA) is reported as an important marker of hypertension, coronary heart disease, and diabetes; diabetic subjects have low UA levels. The relationship between UA and fasting plasma glucose (FPG) and 2-h plasma glucose concentrations in non-diabetic subjects as well as in diabetic subjects in general population is not well known. This was investigated in a general Chinese population.A stratified, random cluster sampling method was performed to select a representative sample of general population aged 20-74 years in Qingdao in 2002. A total of 1288 men and 2344 women participated in the survey. The mean UA concentration was calculated for small glucose intervals and the trend was tested using general linear model.The mean concentrations of UA were 381, 393, 371, and 345 micromol/l in men with FPG of6.1, 6.1-6.9,or =7.0 mmol/l (newly diagnosed diabetes), and in those with prior history of diabetes. They were 308, 322, 301, and 293 micromol/l, respectively, in women. The UA levels declined with increasing FPG levels in individuals with newly diagnosed diabetes, with standardized coefficient of -0.26 in men and -0.20 in women, after multivariate adjustment for age, body mass index, triglycerides, and cardiovascular disease history. The relationship between 2-h glucose and UA was not as clear as that for FPG.Serum UA levels tended to increase with increasing FPG levels in non-diabetic individuals, but decrease in diabetic individuals.
- Published
- 2005
37. Post-challenge hyperglycaemia rather than fasting hyperglycaemia is an independent risk factor of cardiovascular disease events
- Author
-
Weiguo, Gao, Qing, Qiao, and Jaakko, Tuomilehto
- Subjects
Male ,Diabetes Mellitus, Type 2 ,Cardiovascular Diseases ,Risk Factors ,Hyperglycemia ,Glucose Intolerance ,Humans ,Female ,Glucose Tolerance Test ,Food Deprivation ,Finland - Abstract
Evidence accumulated from several large-scale epidemiological and intervention studies strongly indicates that hyperglycaemia and specifically post-challenge hyperglycaemia is an independent factor related to the increased risks of cardiovascular disease. The DECODE (Diabetes Epidemiology: Collaborative analysis Of Diagnostic criteria in Europe) study has de-emphasized the importance of fasting glucose, in contrast to post-challenge hyperglycaemia, as the principal measurable determinant of glycaemic exposure contributing to the risk of cardiovascular disease in Type 2 diabetes and even in non-diabetic subjects. The study, based on five Finnish DECODE study cohorts, demonstrated that in subjects without previous myocardial infarction, 2-h post-challenge glucose after an oral glucose tolerance test was a stronger predictor of the risk of serious coronary heart disease events than fasting glucose. Post-challenge hyperglycaemia was identified as an independent risk factor for cardiovascular disease also in Cardiovascular Health Study and the Framingham Offspring Study. It seems fair to conclude that post-challenge glucose is likely to be an independent cardiovascular risk factor. The mechanism for the increased risk in the incidence and mortality related to post-challenge hyperglycaemia has been speculated. To recognize that post-challenge hyperglycaemia is an important risk factor for cardiovascular disease may be of a significant preventive importance.
- Published
- 2004
38. Age- and sex-specific prevalence of diabetes and impaired glucose regulation in 11 Asian cohorts
- Author
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Makoto Tominaga, Chamukuttan Snehalatha, V. Vijay, Gang Hu, Tomoko Nakagami, Jaako Tuomilehto, Suok Kai Chew, Satomi Shibazaki, S Ramnathan Iyer, Yasuhiko Iwamoto, Knut Borch-Johnsen, Ken Okubo, Hairong Nan, A. Ramachandran, Ashish Kapur, Qinying Fan, Binzhi Wang, Yutaka Kiyohara, Qing Qiao, Beverley Balkau, Masaki Nagai, Weiguo Gao, Fangming Fu, Viswanathan Mohan, Isao Kato, Yanhu Dong, Naoko Tajima, Bee Yian Tan, Shanta C. Emmanuel, Ze Yang, Haiyan Shi, Zhifu Tong, and Derrick Heng
- Subjects
Gerontology ,Research design ,Adult ,Blood Glucose ,Male ,China ,Endocrinology, Diabetes and Metabolism ,Age and sex ,Impaired glucose tolerance ,Cohort Studies ,Asian People ,Japan ,Diabetes mellitus ,Glucose Intolerance ,Internal Medicine ,Asian country ,Diabetes Mellitus ,Prevalence ,Medicine ,Humans ,Aged ,Advanced and Specialized Nursing ,Aged, 80 and over ,Sex Characteristics ,business.industry ,Age Factors ,Middle Aged ,medicine.disease ,Blood sugar regulation ,Female ,business ,Demography ,Cohort study ,Sex characteristics - Abstract
OBJECTIVE—To report the age- and sex-specific prevalence of diabetes and impaired glucose regulation (IGR) according to revised World Health Organization criteria for diabetes in Asian populations. RESEARCH DESIGN AND METHODS—We performed 11 studies of 4 countries, comprising 24,335 subjects (10,851 men and 13,484 women) aged 30–89 years who attended the 2-h oral glucose tolerance test and met the inclusion criteria for data analysis. RESULTS—The prevalence of diabetes increased with age and reached the peak at 70–89 years of age in Chinese and Japanese subjects but peaked at 60–69 years of age followed by a decline at the 70 years of age in Indian subjects. At 30–79 years of age, the 10-year age-specific prevalence of diabetes was higher in Indian than in Chinese and Japanese subjects. Indian subjects also had a higher prevalence of IGR in the younger age-groups (30–49 years) compared with that for Chinese and Japanese subjects. Impaired glucose tolerance was more prevalent than impaired fasting glycemia in all Asian populations studied for all age-groups. CONCLUSIONS—Indians had the highest prevalence of diabetes among Asian countries. The age at which the peak prevalence of diabetes was reached was ∼10 years younger in Indian compared with Chinese and Japanese subjects. Diabetes and IGR will be underestimated in Asians based on the fasting glucose testing alone.
- Published
- 2003
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