Diabetes technology

Insulin Bolus Patterns in Newly Diagnosed Youth With Type 1 Diabetes Using a Hybrid Closed-Loop Insulin Delivery System

J Diabetes Sci TechnolPublished Secondary analysis of the CLOuD randomised trial

Authors' conclusion

The decline in the proportion of total daily insulin delivered for as bolus is likely attributable to a combination of missed boluses and under-bolusing, while the closed-loop algorithm compensates for the missed or insufficient carbohydrate-related insulin delivery by increasing basal insulin delivery.

Study context

Population
Youth with newly diagnosed T1D using a hybrid closed-loop system
Primary endpoint
Proportion of total daily insulin delivered as boluses (decline over time)
Follow-up
48 months
Methodological detailsopen-label, multicentre, parallel
  • Open-label
  • Multicentre
  • Parallel

Primary result

As reported in the abstract

Proportion of total daily insulin delivered as carbohydrate-related boluses · over 48 months
  • Decreased from 58% to 34%

Further findings

Carbohydrates entered per day · over 48 months

Decreasing trend in median (IQR) from 236 (204, 253) g to 184 (127, 232) g

Carbohydrate-related boluses per day · over 48 months

Decreasing trend in median (IQR) from 5.5 (4.6, 6.5) to 3.7 (2.9, 5.2)

Daily carbohydrate-related bolus insulin · over 48 months

Mean ± SD increased from 15.1 ± 6.6 to 22.0 ± 9.0 units/d

Insulin delivered per 10 g of carbohydrate · over 48 months

More than doubled from 0.6 (0.5, 0.8) units to 1.3 (0.9, 1.5) units

Postprandial change in glucose (peak glucose 30–180 min post carbohydrate-related bolus minus glucose at bolus) · over 48 months

Changed from 49 (45, 54) to 59 (53, 66) mg/dL

Original publication

Insulin Bolus Patterns in Newly Diagnosed Youth With Type 1 Diabetes Using a Hybrid Closed-Loop Insulin Delivery System. J Diabetes Sci Technol. Published 22 January 2026. doi:10.1177/19322968251409790

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