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For adults with type 1 diabetes, software changes in hybrid closed-loop insulin delivery may affect glucose metrics during routine use. In Journal of Diabetes Science and Technology, a post-market report analyzed continuous glucose monitoring (CGM) data from consenting adults with type 1 diabetes equipped in Europe with the Diabeloop Generation 1 hybrid closed-loop system (DBLG1) between November 1, 2023 and January 31, 2025. The primary endpoint was time in range (TIR) of 70 to 180 mg/dL. A two-step analysis compared algorithm versions v1.12 versus v1.16 using retrospective data and v1.16 versus v1.17 using an ambispective before-and-after approach. 

In the first step (319 days; 937 patients), median TIR increased from 65.3% (interquartile range [IQR], 58.4%-72.1%) with v1.12 (n=269) to 71.3% (IQR, 63.3%-78.0%) with v1.16 (n=668). Time in a tight range (70–140 mg/dL) increased from 37.5% (IQR, 30.6%-43.1%) to 40.4% (IQR, 31.7%-48.5%), while time in hypoglycemia remained stable. Time above 250 mg/dL decreased from 8.9% to 5.4%, glucose management indicator (GMI) from 7.3% to 7.1%, coefficient of variation (CV) from 30.4% to 27.4%, and glucose risk index (GRI) from 38.0 to 30.0.

In the second step (120 days; 1,212 patients), upgrading from v1.16 to v1.17 increased median TIR from 68.8% (IQR, 59.6%-76.8%) to 70.8% (IQR, 63.0%-77.6%), with marginal changes in other glucose metrics. Incidence rates of severe hypoglycemia or hyperglycemia remained very low.

Successive algorithm updates were associated with higher time in range without reported deterioration in safety metrics.
 

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Key highlights
  • Two-step post-market analysis compared successive algorithm versions of a hybrid closed-loop system using continuous glucose monitoring data.
  • Median time in range increased from 65.3% to 71.3% after upgrade from v1.12 to v1.16.
  • Time above 250 mg/dL, glucose variability, and glucose management indicator values declined after the update.
  • Upgrade to v1.17 produced a smaller additional increase in time in range, with severe events remaining very low.
     
Source

Benhamou PY, Vesin A, Reynaud L, et al. Impact of Algorithmic Modifications Targeting the Meal Period and the Management of Hypoglycemia and Hyperglycemia in Adult Persons With Type 1 Diabetes Using Closed-Loop Insulin Delivery: A Two-Step Observational Report. J Diabetes Sci Technol. Published online December 18, 2025. doi:10.1177/19322968251404493
 

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A post-market analysis in adults with type 1 diabetes shows higher time in range after successive algorithm versions, with severe events remaining very low. 
 

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