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Updated: Feb 20, 2026

A Zebrafish Model of Diabetes Mellitus and Metabolic Memory
Published on: February 28, 2013
Modelling incremental benefits on complications rates when targeting lower HbA1c levels in people with Type 2
S A Mostafa1, R L Coleman1, O F Agbaje1
1Diabetes Trials Unit, Oxford Centre for Diabetes, Endocrinology and Metabolism.
Insights
Lowering HbA1c in type 2 diabetes can reduce complications. This study modeled the impact of different HbA1c targets on microvascular and macrovascular risks, providing insights for clinical management.
Area of Science:
- Endocrinology
- Cardiovascular Medicine
- Diabetes Research
Background:
- Glucose-lowering interventions in type 2 diabetes mellitus (T2DM) reduce microvascular complications and modestly impact macrovascular ones.
- The precise benefit of targeting specific HbA1c reductions on complication rates remains unclear.
Purpose of the Study:
- To quantify the impact of varying HbA1c decrements on micro- and macrovascular complication rates in T2DM patients with established cardiovascular disease.
- To inform clinical decisions regarding optimal HbA1c targets for risk reduction.
Main Methods:
- Utilized participant-level data from the Trial Evaluating Cardiovascular Outcomes with Sitagliptin (TECOS).
- Employed a T2DM-specific simulation model to estimate 10-year complication rates at fixed HbA1c levels (86, 75, 64, 53, 42 mmol/mol).
- Held other cardiovascular risk factors constant at baseline levels to isolate the effect of HbA1c.
Main Results:
- Modeled HbA1c reductions showed cumulative relative risk reductions across various complications.
- For HbA1c 42 mmol/mol (vs. 86 mmol/mol), 10-year risks were reduced by 20.2% for myocardial infarction, 25.8% for stroke, 46.4% for ulcers, 63.1% for amputations, and 44.7% for blindness.
Conclusions:
- Simulated complication rates suggest that targeting specific HbA1c reductions can significantly lower risks in T2DM.
- These findings can guide clinicians in setting individualized HbA1c targets to mitigate diabetes-related complications.
Aim:
Glucose-lowering interventions in Type 2 diabetes mellitus have demonstrated reductions in microvascular complications and modest reductions in macrovascular complications. However, the degree to which targeting different HbA1c reductions might reduce risk is unclear.
Methods:
Participant-level data for Trial Evaluating Cardiovascular Outcomes with Sitagliptin (TECOS) participants with established cardiovascular disease were used in a Type 2 diabetes-specific simulation model to quantify the likely impact of different HbA1c decrements on complication rates. Ten-year micro- and macrovascular rates were estimated with HbA1c levels fixed at 86, 75, 64, 53 and 42 mmol/mol (10%, 9%, 8%, 7% and 6%) while holding other risk factors constant at their baseline levels. Cumulative relative risk reductions for each outcome were derived for each HbA1c decrement.
Results:
Of 5717 participants studied, 72.0% were men and 74.2% White European, with a mean (sd) age of 66.2 (7.9) years, systolic blood pressure 134 (16.9) mmHg, LDL-cholesterol 2.3 (0.9) mmol/l, HDL-cholesterol 1.13 (0.3) mmol/l and median Type 2 diabetes duration 9.6 (5.1-15.6) years. Ten-year cumulative relative risk reductions for modelled HbA1c values of 75, 64, 53 and 42 mmol/mol, relative to 86 mmol/mol, were 4.6%, 9.3%, 15.1% and 20.2% for myocardial infarction; 6.0%, 12.8%, 19.6% and 25.8% for stroke; 14.4%, 26.6%, 37.1% and 46.4% for diabetes-related ulcer; 21.5%, 39.0%, 52.3% and 63.1% for amputation; and 13.6%, 25.4%, 36.0% and 44.7 for single-eye blindness.
Conclusions:
These simulated complication rates might help inform the degree to which complications might be reduced by targeting particular HbA1c reductions in Type 2 diabetes.
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