Summary:
In individuals with type 1 diabetes (T1D), a digital twin-enhanced decision support system (DSS) incorporating a simulation-assisted bolus calculator significantly improved time-in-range (TIR) glucose control compared to standard bolus calculators without digital twin simulation support,
though it was associated with comparable rates of hypoglycemia and no major adverse events reported.
| PICO | Description |
|---|---|
| Population | Adults with type 1 diabetes using multiple daily injections or sensor-augmented pumps. |
| Intervention | Digital twin-enhanced decision support system (STUDIA) featuring simulation-assisted bolus calculator. |
| Comparison | Standard bolus calculator without digital twin simulation support. |
| Outcome | The intervention group showed significant improvement in time-in-range glucose levels, indicating better glycemic control. Hypoglycemia rates were similar between groups, with no major adverse events linked to the intervention. |
Source: Builes-Montaño, Carlos E., et al. “A digital twin-enhanced decision support system improves time-in-range in type 1 diabetes: a randomized clinical trial.” Read article here.
