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Predicting type 2 diabetes mellitus using haemoglobin A1c: a community-based historic cohort study
Nataly Lerner1, Michal Shani, Shlomo Vinker
1Department of Family Medicine, Sackler Faculty of Medicine, Tel-Aviv University , Tel-Aviv , Israel.
Hemoglobin A1c (HbA1c) levels of 5.5% or higher indicate an increased risk for developing type 2 diabetes. This finding supports using HbA1c tests for screening high-risk populations.
Area of Science:
- Endocrinology
- Clinical Diagnostics
- Preventive Medicine
Background:
- The American Diabetes Association (ADA) 2010 guidelines established HbA1c ≥ 6.5% as a diagnostic criterion for type 2 diabetes mellitus.
- Previous diagnostic criteria for diabetes have evolved, necessitating ongoing evaluation of predictive markers.
Purpose of the Study:
- To assess the predictive capability of the Hemoglobin A1c (HbA1c) test for identifying individuals at high risk of developing type 2 diabetes.
- To determine the association between baseline HbA1c levels and the future onset of type 2 diabetes in a community-based cohort.
Main Methods:
- A community-based historic cohort study involved 10,201 participants without a prior diabetes diagnosis.
- HbA1c levels were measured between 2002-2005, with data on risk factors and diabetes onset collected over a five-to-eight-year follow-up period.
- Cox proportional hazards regression models were used to analyze the risk of developing type 2 diabetes based on baseline HbA1c levels and other risk factors.
Main Results:
- Individuals with HbA1c levels between 5.5% and 7.0% at baseline showed a significantly increased risk of developing type 2 diabetes compared to those with HbA1c < 4.5%.
- Specific risk increases were observed for HbA1c ranges of 5.5%–5.9% (2.49-fold), 6.0%–6.4% (4.82-fold), and 6.5%–6.9% (7.57-fold).
- Male gender, cardiovascular diseases, and overweight (BMI > 25 kg/m²) were also associated with an increased risk of diabetes; age and low socioeconomic status were not significant predictors.
Conclusions:
- HbA1c levels of 5.5% and above are associated with a heightened risk of developing type 2 diabetes over a five-to-eight-year period.
- The findings support the utility of HbA1c testing as a valuable screening tool for identifying individuals at risk of diabetes in the general population.
- Early identification through HbA1c screening can facilitate timely interventions for diabetes prevention.
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