Observational studyInternational journal of environmental research and public health2021
Incidence and Risk Factors for Progression to Diabetes Mellitus: A Retrospective Cohort Study.
Observational study in International journal of environmental research and public health, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Review
- Examining gender, BMI, and lifestyle factors as indicators of type 2 diabetes risk in the Ukrainian population.Endocrine · 2025Article
- Association of cardiometabolic risk burden with gastrointestinal bleeding in aspirin users.BMC gastroenterology · 2025Article
- Incidence and predictors of type 2 diabetes mellitus during 17 years of follow-up in the Golestan Cohort Study.Scientific reports · 2025Article
- The incidence of diabetes mellitus and its determining factors in a Kurdish population: insights from a cohort study in western Iran.Scientific reports · 2024Article
- Association of sodium intake with diabetes in adults without hypertension: evidence from the National Health and Nutrition Examination Survey 2009-2018.Frontiers in public health · 2023Article
- Influence of glimepiride plus sitagliptin on treatment outcome, blood glucose, and oxidative stress in diabetic patients.American journal of translational research · 2022Article
- Driving into Diabetes: Risk Assessment among Interstate Truck Drivers in West Bengal.Indian journal of occupational and environmental medicineArticle
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Authors and funding
5 authors.
Funding
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Abstract
(1) Objective: This study examined the incidence and risk factors contributing to the progression to diabetes mellitus (DM) in a seven-year follow-up study of non-diabetic National Health Examinees. (2) Methods: For this retrospective observational cohort study, we used two national representative databases: the National Health Screening (HEALS) database 2009 and the National Health Insurance Service (NHIS) database 2009-2015. The eligible subjects without DM with blood sugar levels of <126 mg/dL were selected using the HEALS database. The subsequent follow-up and clinical outcomes were evaluated using the NHIS database. Cox proportional hazard regression was applied to examine the effects of the covariates on progression to diabetes. (3) Results: Among those who took part in the national health screening in 2009, 4,205,006 subjects who met the eligibility criteria were selected. Of these, 587,015 were diagnosed with DM during the follow-up by 2015. The incidence of progression from non-diabetes to DM was 14.0%, whereas that from impaired fasting glucose (IFG) to DM was 21.9%. Compared to the normal group, the newly diagnosed DM group was more likely to comprise older, female, currently smoking, and high-risk drinking participants and participants with IFG, hypertension, dyslipidemia, and metabolic syndrome. (4) Conclusions: This epidemiological study in the Republic of Korea found risk factors similar to those of other studies, but the incidence of progression to DM was 22.8 per 1000 person-years, which is higher than that previously reported. Hence, more care is needed to prevent DM.
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