ArticleBMJ open2016
Association between obesity indices and type 2 diabetes mellitus among middle-aged and elderly people in Jinan, China: a cross-sectional study.
Article in BMJ open, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 4 of them syntheses that pooled it.
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Who cites it
34 citing papers in PubMed, 4 syntheses or guidelines pooled it, 63 citations in OpenAlex.
- Sleep features and the risk of type 2 diabetes mellitus: a systematic review and meta-analysis.Annals of medicine · 2025Pooled it
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- Associations of anthropometric adiposity indexes with hypertension risk: A systematic review and meta-analysis including PURE-China.Medicine · 2018Pooled it
- Association among obesity, overweight and autism spectrum disorder: a systematic review and meta-analysis.Scientific reports · 2017Pooled it
- Analysis of determinants of pre-diabetes and diabetes among Bangladeshi adults: an application of multinomial logistic regression model.BMC endocrine disorders · 2025Article
- Association Between Maternal Pre-Pregnancy Body Mass Index and Astigmatism and Corneal Curvature in Offspring: A Cross-Sectional Study.Clinical ophthalmology (Auckland, N.Z.) · 2025Article
- Association of body fat percentage with diabetes in hypertensive adults of different genders: a cross-sectional study.Frontiers in endocrinology · 2025Article
- Diabetes mellitus early warning and factor analysis using ensemble Bayesian networks with SMOTE-ENN and Boruta.Scientific reports · 2023Article
- Genetic Variants ofGenes · 2023Article
- Comparison of bioelectrical body and visceral fat indices and anthropometric measures in relation to type 2 diabetes by sex among Chinese adults, a cross-sectional study.Frontiers in public health · 2023Article
- Type 2 diabetes epidemic and key risk factors in Qatar: a mathematical modeling analysis.BMJ open diabetes research & care · 2022Article
- Comparison of different obesity indices associated with type 2 diabetes mellitus among different sex and age groups in Nantong, China: a cross-section study.BMC geriatrics · 2022Article
- A review on interplay between obesity, lipoprotein profile and nutrigenetics with selected candidate marker genes of type 2 diabetes mellitus.Molecular biology reports · 2022Review
- Association Between Some Different Obesity Anthropometric Indices and Type 2 Diabetes Mellitus in Middle-Aged and Elderly Chinese Men and Women in Beijing, China: A Cross-Sectional Study.Diabetes, metabolic syndrome and obesity : targets and therapy · 2022Article
- Insulin-Related Liver Pathways and the Therapeutic Effects of Aerobic Training, Green Coffee, and Chlorogenic Acid Supplementation in Prediabetic Mice.Oxidative medicine and cellular longevity · 2022Article
- Obesity Measures as Predictors of Type 2 Diabetes and Cardiovascular Diseases among the Jordanian Population: A Cross-Sectional Study.International journal of environmental research and public health · 2021Article
- Relevance of anthropometric measurements as predictors of prevalent diabetes type 2: a cross-sectional study on a Norwegian population.BMJ open · 2021Article
- Frequency distribution and association of Fat-mass and obesity (FTO) gene SNP rs-9939609 variant with Diabetes Mellitus Type-II population of Hyderabad, Sindh, Pakistan.Saudi journal of biological sciences · 2021Article
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Corrections and comments
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Authors and funding
7 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe relationship between obesity and type 2 diabetes mellitus (T2DM) varies with geographical area and race.
objectivesTo investigate the prevalence of T2DM and the proportion of subjects with undiagnosed T2DM. In addition, to compare the associations between different obesity indices and T2DM for middle-aged and elderly people from six communities in Jinan, China.
settingA cross-sectional study was designed and the study subjects were chosen from blocks which were randomly selected in the 6 communities of Jinan, China in 2011-2012.
participantsA total of 3277 residents aged ≥50 years were eligible for this study, but 1563 people were excluded because they did not provide anthropometric data such as height, weight, waist circumference (WC), hip circumference, systolic blood pressure, diastolic blood pressure, fasting plasma glucose, triglyceride (TG), total cholesterol (TC) or information about their current medication use. Hence, 1714 participants were included in the final data analysis.
resultsThe prevalence of T2DM among people aged ≥50 years was 16.6% (19.3% for men and 15.3% for women) and the proportion of patients with undiagnosed T2DM was 32.7%. Compared with the lowest levels of body mass index (BMI), WC, waist-to-hip ratio or waist-to-stature ratio (WSR), the ORs and 95% CIs of the highest levels for men, after adjusting for age, smoking, alcohol drinking, regular exercise, hypertension, TG and TC, were 1.607 (0.804 to 3.210), 2.189 (1.118 to 4.285), 1.873 (0.968 to 3.623) and 2.572 (1.301 to 5.083), respectively, and for women, 2.764 (1.622 to 4.712), 2.407 (1.455 to 3.985), 2.500 (1.484 to 4.211) and 2.452 (1.447 to 4.155), respectively.
conclusionsAmong adults aged ≥50 years in Jinan, China, the best indicator of the relationship between obesity and T2DM is WSR for men and BMI for women, respectively.
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