Does Current Diabetes Technology Improve Metabolic Control? A Cross-Sectional Study on the Use of Insulin Pumps and Continuous Glucose Monitoring Devices in a Nationwide Pediatric Population

Heiko Bratke, Hanna D Margeirsdottir, Jörg Assmus, Pål R Njølstad, Torild Skrivarhaug, Heiko Bratke, Hanna D Margeirsdottir, Jörg Assmus, Pål R Njølstad, Torild Skrivarhaug

Abstract

Objective: To examine the use of multiple daily injections (MDI), insulin pumps, self-measured blood glucose (SMBG), and continuous glucose monitoring (CGM) systems, and their association with glycated hemoglobin (HbA1c), diabetic ketoacidosis (DKA), and severe hypoglycemia.

Methods: In a pediatric population-based nationwide cross-sectional study, we analyzed data from 2623 participants up to 18 years of age with type 1 diabetes, using 2017 annual data from the Norwegian Childhood Diabetes Registry. HbA1c was adjusted for age, gender, and diabetes duration. Using a linear mixed-effects model, we assessed HbA1c and the incidence of DKA and severe hypoglycemia according to the use of MDI, insulin pumps, SMBG, and CGM.

Results: We observed that 74.7% of participants were using an insulin pump and 52.6% were using a CGM system. Mean HbA1c was 7.8% (62 mmol/mol). The HbA1c of pump users was 0.14 percentage points (pp) higher than that of MDI users. Fewer pump users than MDI users achieved an HbA1c of < 7.5% (38.3 vs. 41.6%). CGM users had a 0.18 pp lower HbA1c than SMBG users, with 40.5 and 38.0%, respectively, achieving an HbA1c of < 7.5%. The incidence of severe hypoglycemia or hospitalization due to DKA was not different in pump and CGM users compared with nonusers. Compared with other insulin pumps, patch pump use was associated with a significantly lower odds ratio for DKA.

Conclusions: Despite the broad use of diabetes technology, as many as 61% of our pediatric cohort did not reach the HbA1c target recommended by the International Society for Pediatric and Adolescent Diabetes (ISPAD). Lower HbA1c was associated with CGM use but not with insulin pump use. Acute complications were not less frequent in the groups using insulin pumps or CGM compared with those using MDI and SMBG. Further research is required to explore the lower incidence of DKA among patch pump users.

Trial registration: ClinicalTrials.gov identifier NCT04201171.

Keywords: Continuous glucose monitoring; Continuous subcutaneous insulin infusion; Diabetes Mellitus; Diabetic ketoacidosis; Glycosylated hemoglobin; Hypoglycemia/prevention and control; Type 1.

© 2021. The Author(s).

Figures

Fig. 1
Fig. 1
Outcome measures included HbA1c (adjusted for age, gender, and diabetes duration), incidence of diabetic ketoacidosis, and hospitalization for severe hypoglycemia in the different user groups of the insulin delivery (CSII, MDI) and glucose monitoring (CGM yes/no) systems (a) and according to the specific CSII and CGM models (b). HbA1c groups, incidence of diabetic ketoacidosis and severe hypoglycemia: Bars represent the number of individuals, and the percentage of the total cohort is given on the x-axis. CSII Continuous subcutaneous insulin infusion, CGM continuous glucose monitoring, HbA1c glycated hemoglobin, MDI multiple daily injections
Fig. 2
Fig. 2
Estimated marginal means plot with predicted adjusted HbA1c for CSII and CGM and the different models in use. CI Confidence interval

References

    1. DiMeglio LA, Acerini CL, Codner E, et al. ISPAD Clinical Practice Consensus Guidelines 2018: Glycemic control targets and glucose monitoring for children, adolescents, and young adults with diabetes. Pediatr Diabetes. 2018;19(S27):105–114. doi: 10.1111/pedi.12737.
    1. Miller KM, Foster NC, Beck RW, et al. Current state of type 1 diabetes treatment in the U.S.: updated data from the T1D Exchange clinic registry. Diabetes Care. 2015;38(6):971–978. doi: 10.2337/dc15-0078.
    1. Cengiz E, Xing D, Wong JC, et al. Severe hypoglycemia and diabetic ketoacidosis among youth with type 1 diabetes in the T1D Exchange clinic registry. Pediatr Diabetes. 2013;14(6):447–454. doi: 10.1111/pedi.12030.
    1. Witsch M, Kosteria I, Kordonouri O, et al. Possibilities and challenges of a large international benchmarking in pediatric diabetology—the SWEET experience. Pediatr Diabetes. 2016;17(Suppl 23):7–15. doi: 10.1111/pedi.12432.
    1. Charalampopoulos D, Hermann JM, Svensson J, et al. Exploring variation in glycemic control across and within eight high-income countries: a cross-sectional analysis of 64,666 children and adolescents with type 1 diabetes. Diabetes Care. 2018;41(6):1180–1187. doi: 10.2337/dc17-2271.
    1. McMahon SK, Airey FL, Marangou DA, et al. Insulin pump therapy in children and adolescents: improvements in key parameters of diabetes management including quality of life. Diabet Med. 2005;22(1):92–96. doi: 10.1111/j.1464-5491.2004.01359.x.
    1. Joshi KK, Haynes A, Smith G, Jones TW, Davis EA. Comparable glycemic outcomes for pediatric type 1 diabetes patients in metropolitan and non-metropolitan regions of Western Australia: A population-based study. Pediatr Diabetes. 2018;19(3):486–492. doi: 10.1111/pedi.12550.
    1. Skrivarhaug T, Kummernes SJ, Kamaleri Y. The Norwegian Childhood Diabetes Registry (NCDR) annual report 2018. Available at: . Accessed 5 Aug 2021.
    1. Szypowska A, Schwandt A, Svensson J, et al. Insulin pump therapy in children with type 1 diabetes: analysis of data from the SWEET registry. Pediatr Diabetes. 2016;17(Suppl 23):38–45. doi: 10.1111/pedi.12416.
    1. Sherr JL, Hermann JM, Campbell F, et al. Use of insulin pump therapy in children and adolescents with type 1 diabetes and its impact on metabolic control: comparison of results from three large, transatlantic paediatric registries. Diabetologia. 2016;59(1):87–91. doi: 10.1007/s00125-015-3790-6.
    1. Blair JC, McKay A, Ridyard C, et al. Continuous subcutaneous insulin infusion versus multiple daily injection regimens in children and young people at diagnosis of type 1 diabetes: pragmatic randomised controlled trial and economic evaluation. BMJ. 2019;365:L1226. doi: 10.1136/bmj.l1226.
    1. Bergenstal RM, Tamborlane WV, Ahmann A, et al. Effectiveness of sensor-augmented insulin-pump therapy in type 1 diabetes. N Engl J Med. 2010;363(4):311–320. doi: 10.1056/NEJMoa1002853.
    1. Laffel LM, Kanapka LG, Beck RW, et al. Effect of continuous glucose monitoring on glycemic control in adolescents and young adults with type 1 diabetes: a randomized clinical trial. JAMA. 2020;323(23):2388–2396. doi: 10.1001/jama.2020.6940.
    1. Charleer S, Mathieu C, Nobels F, et al. Effect of continuous glucose monitoring on glycemic control, acute admissions, and quality of life: a real-world study. J Clin Endocrinol Metab. 2018;103(3):1224–1232. doi: 10.1210/jc.2017-02498.
    1. Aberer F, Hajnsek M, Rumpler M, et al. Evaluation of subcutaneous glucose monitoring systems under routine environmental conditions in patients with type 1 diabetes. Diabetes Obes Metab. 2017;19(7):1051–1055. doi: 10.1111/dom.12907.
    1. Buckingham BA, Bailey TS, Christiansen M, et al. Evaluation of a predictive low-glucose management system in-clinic. Diabetes Technol Ther. 2017;19(5):288–292. doi: 10.1089/dia.2016.0319.
    1. Riemsma R, Corro Ramos I, Birnie R, et al. Integrated sensor-augmented pump therapy systems [the MiniMed(R) Paradigm Veo system and the Vibe and G4(R) PLATINUM CGM (continuous glucose monitoring) system] for managing blood glucose levels in type 1 diabetes: a systematic review and economic evaluation. Health Technol Assess. 2016;20(17):v–xxxi, 1–251.
    1. Vesco AT, Jedraszko AM, Garza KP, Weissberg-Benchell J. Continuous glucose monitoring associated with less diabetes-specific emotional distress and lower A1c among adolescents with type 1 diabetes. J Diabetes Sci Technol. 2018;12(4):792–799. doi: 10.1177/1932296818766381.
    1. Skrivarhaug T, Kummernes SJ, Drivvoll AK. The Norwegian Childhood Diabetes Registry (NCDR) annual report 2017. Available at: . Accessed 5 Aug 2021.
    1. Rewers MJ, Pillay K, de Beaufort C, et al. ISPAD Clinical Practice Consensus Guidelines 2014. Assessment and monitoring of glycemic control in children and adolescents with diabetes. Pediatr Diabetes. 2014;15(Suppl 20):102–114. doi: 10.1111/pedi.12190.
    1. Ly TT, Maahs DM, Rewers A, Dunger D, Oduwole A, Jones TW. ISPAD Clinical Practice Consensus Guidelines 2014. Assessment and management of hypoglycemia in children and adolescents with diabetes. Pediatr Diabetes. 2014;15(Suppl 20):180–192. doi: 10.1111/pedi.12174.
    1. Wolfsdorf JI, Allgrove J, Craig ME, et al. ISPAD Clinical Practice Consensus Guidelines 2014. Diabetic ketoacidosis and hyperglycemic hyperosmolar state. Pediatr Diabetes. 2014;15(Suppl 20):154–179. doi: 10.1111/pedi.12165.
    1. R Core Team. R: a language and environment for statistical computing. Vienna: R Foundation for Statistical Computing; 2019. Available at: . Accessed 5 Aug 2021.
    1. Pinheiro J BD, DebRoy S, Sarkar D, R Core Team. nlme: linear and nonlinear mixed effects models. R package version 3.1-148. 2020. .
    1. Lenth R. Emmeans: estimated marginal means, aka least-squares means. R package version 1.4.7. 2020. Available at: . Accessed 5 Aug 2021.
    1. Burckhardt MA, Smith GJ, Cooper MN, Jones TW, Davis EA. Real-world outcomes of insulin pump compared to injection therapy in a population-based sample of children with type 1 diabetes. Pediatr Diabetes. 2018;19(8):1459–1466. doi: 10.1111/pedi.12754.
    1. Cardona-Hernandez R, Schwandt A, Alkandari H, et al. Glycemic outcome associated with insulin pump and glucose sensor use in children and adolescents with type 1 diabetes. Data from the international pediatric registry SWEET. Diabetes Care. 2021;44(5):1176–84.
    1. Pickup JC. Is insulin pump therapy effective in Type 1 diabetes? Diabet Med. 2019;36(3):269–278. doi: 10.1111/dme.13793.
    1. Pickup JC, Sutton AJ. Severe hypoglycaemia and glycaemic control in Type1 diabetes: meta-analysis of multiple daily insulin injections compared with continuous subcutaneous insulin infusion. Diabet Med. 2008;25(7):765–774. doi: 10.1111/j.1464-5491.2008.02486.x.
    1. Abraham MB, Jones TW, Naranjo D, et al. ISPAD Clinical Practice Consensus Guidelines 2018: assessment and management of hypoglycemia in children and adolescents with diabetes. Pediatr Diabetes. 2018;19(Suppl 27):178–192. doi: 10.1111/pedi.12698.
    1. Šoupal J, Petruželková L, Grunberger G, et al. Glycemic outcomes in adults with T1D Are impacted more by continuous glucose monitoring than by insulin delivery method: 3 years of follow-up from the COMISAIR study. Diabetes Care. 2020;43(1):37–43. doi: 10.2337/dc19-0888.

Source: PubMed

3
Iratkozz fel