Diabetes technology

Adaptive bolus calculators for people with type 1 diabetes: A systematic review

Diabetes Obes MetabPublished Systematic review

Authors' conclusion

There are limited clinical trials evaluating adaptive bolus calculators. Although results from small trials or in-silico data are promising, further studies are required to support personalized and adaptive management of T1D.

Study context

Population
Children or adults with T1D on MDI or insulin pumps; single-arm or randomised controlled studies of adaptive bolus calculators with glycaemic outcomes6 studies
Comparison
Adaptive insulin bolus calculators
Outcome
Glycaemic outcomes
Methodological detailsdescriptive synthesis, Descriptive synthesis because of heterogeneity, Medline, Embase and Web of Science searched from inception to 13 October 2022; Clinicaltrials.gov searched, Quality assessed with Standard Quality Assessment criteria and Cochrane Risk of Bias tool
  • Descriptive synthesis
  • Descriptive synthesis because of heterogeneity
  • Medline, Embase and Web of Science searched from inception to 13 October 2022; Clinicaltrials.gov searched
  • Quality assessed with Standard Quality Assessment criteria and Cochrane Risk of Bias tool

Pooled result

As reported in the abstract

  • Overall, studies did not show a significant glycaemic improvement
  • Two studies showed a reduction in postprandial TBR or incremental change in blood glucose, in controlled environments over a short duration
  • All studies small feasibility studies or not suitably powered; all at high risk of performance and detection bias (unblinded)

Original publication

Adaptive bolus calculators for people with type 1 diabetes: A systematic review. Diabetes Obes Metab. Published 24 July 2023. doi:10.1111/dom.15204

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