Skip to main page content
U.S. flag

An official website of the United States government

Dot gov

The .gov means it’s official.
Federal government websites often end in .gov or .mil. Before sharing sensitive information, make sure you’re on a federal government site.

Https

The site is secure.
The https:// ensures that you are connecting to the official website and that any information you provide is encrypted and transmitted securely.

Access keys NCBI Homepage MyNCBI Homepage Main Content Main Navigation
Observational Study
. 2021 Dec 23;19(1):123.
doi: 10.3390/ijerph19010123.

Incidence and Risk Factors for Progression to Diabetes Mellitus: A Retrospective Cohort Study

Affiliations
Observational Study

Incidence and Risk Factors for Progression to Diabetes Mellitus: A Retrospective Cohort Study

Min Kyung Hyun et al. Int J Environ Res Public Health. .

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.

Keywords: diabetes mellitus; impaired fasting glucose; incidence; risk factors.

PubMed Disclaimer

Conflict of interest statement

The authors have no conflict of interest to declare with respect to the authorship and/or publication of this article.

Figures

Figure 1
Figure 1
Study design.
Figure 2
Figure 2
Selection of the study subjects.

Similar articles

Cited by

References

    1. Saeedi P., Petersohn I., Salpea P., Malanda B., Karuranga S., Unwin N., Colagiuri S., Guariguata L., Motala A.A., Ogurtsova K. Global and regional diabetes prevalence estimates for 2019 and projections for 2030 and 2045: Results from the International Diabetes Federation Diabetes Atlas. Diabetes Res. Clin. Pract. 2019;157:107843. doi: 10.1016/j.diabres.2019.107843. - DOI - PubMed
    1. Zand A., Ibrahim K., Patham B. Prediabetes: Why Should We Care? Methodist Debakey Cardiovasc. J. 2018;14:289–297. doi: 10.14797/mdcj-14-4-289. - DOI - PMC - PubMed
    1. ADA 2. Classification and Diagnosis of Diabetes: Standards of Medical Care in Diabetes-2020. Diabetes Care. 2020;43:S14–S31. - PubMed
    1. ADA 3. Prevention or Delay of Type 2 Diabetes: Standards of Medical Care in Diabetes-2020. Diabetes Care. 2020;43:S32–S36. - PubMed
    1. Tabák A.G., Herder C., Rathmann W., Brunner E.J., Kivimäki M. Prediabetes: A high-risk state for developing diabetes. Lancet. 2012;379:2279. doi: 10.1016/S0140-6736(12)60283-9. - DOI - PMC - PubMed

Publication types