TY - JOUR
T1 - Effects of initiating insulin pump therapy in the real world
T2 - a nationwide, register-based study of adults with type 1 diabetes
AU - Madsen, Kristoffer P
AU - Olsen, Kim R
AU - Rytter, Karen
AU - Willaing, Ingrid
AU - Pedersen-Bjergaard, Ulrik
AU - Schmidt, Signe
AU - Nørgaard, Kirsten
AU - Kjær, Trine
N1 - Copyright © 2022. Published by Elsevier B.V.
PY - 2023/2
Y1 - 2023/2
N2 - AIMS: We aimed to estimate effects of insulin pump therapy (IPT) on HbA1c level, HbA1c variability, and risk of hospitalised diabetic ketoacidosis (DKA) and severe hypoglycaemia (SH), compared with multiple daily insulin injections (MDI).METHODS: We identified a cohort of all adults with type 1 diabetes in Denmark using national registry data and assigned each individual to either IPT (treatment) or MDI (control) from 2010 to 2020. We estimated average treatment effects on the treated (ATT) and treatment effects among population subgroups using treatment-staggered difference-in-differences.RESULTS: The cohort consisted of 26,687 individuals with a collective 243,601 person-years of observation; 38,823 (16%) were IPT person-years. We identified an ATT for HbA1c of -0.33% (95% CI -0.39 to -0.27; -3.6 mmol/mol [95% CI -4.2 to -2.9]). ATTs were larger among women and individuals who were older, had highest baseline HbA1c, and used continuous glucose monitoring. ATT for HbA1c variability (-0.016% [-0.028 to -0.0041); -0.17 mmol/mol [95% CI -0.30 to -0.045]) corresponded to a 6.5% decrease in the standard deviation of HbA1c. ATTs for DKA and SH corresponded to 0.52 additional and 0.11 fewer hospitalisations per 1,000 person-years, respectively.CONCLUSIONS: IPT significantly reduced HbA1c level and variability, compared with MDI. However, it also marginally increased the risk of hospitalised DKA.
AB - AIMS: We aimed to estimate effects of insulin pump therapy (IPT) on HbA1c level, HbA1c variability, and risk of hospitalised diabetic ketoacidosis (DKA) and severe hypoglycaemia (SH), compared with multiple daily insulin injections (MDI).METHODS: We identified a cohort of all adults with type 1 diabetes in Denmark using national registry data and assigned each individual to either IPT (treatment) or MDI (control) from 2010 to 2020. We estimated average treatment effects on the treated (ATT) and treatment effects among population subgroups using treatment-staggered difference-in-differences.RESULTS: The cohort consisted of 26,687 individuals with a collective 243,601 person-years of observation; 38,823 (16%) were IPT person-years. We identified an ATT for HbA1c of -0.33% (95% CI -0.39 to -0.27; -3.6 mmol/mol [95% CI -4.2 to -2.9]). ATTs were larger among women and individuals who were older, had highest baseline HbA1c, and used continuous glucose monitoring. ATT for HbA1c variability (-0.016% [-0.028 to -0.0041); -0.17 mmol/mol [95% CI -0.30 to -0.045]) corresponded to a 6.5% decrease in the standard deviation of HbA1c. ATTs for DKA and SH corresponded to 0.52 additional and 0.11 fewer hospitalisations per 1,000 person-years, respectively.CONCLUSIONS: IPT significantly reduced HbA1c level and variability, compared with MDI. However, it also marginally increased the risk of hospitalised DKA.
KW - Adult
KW - Blood Glucose
KW - Blood Glucose Self-Monitoring
KW - Diabetes Mellitus, Type 1/drug therapy
KW - Diabetic Ketoacidosis/epidemiology
KW - Female
KW - Humans
KW - Hypoglycemia
KW - Hypoglycemic Agents/therapeutic use
KW - Injections, Subcutaneous
KW - Insulin Infusion Systems
KW - Insulin/therapeutic use
KW - Insulin pump therapy
KW - Real-world data
KW - Treatment staggered difference-in-differences
KW - Glycaemic outcomes
KW - Quasi-experimental study
KW - Continuous subcutaneous insulin infusion
KW - Type 1 diabetes mellitus
UR - http://www.scopus.com/inward/record.url?scp=85146070942&partnerID=8YFLogxK
U2 - 10.1016/j.diabres.2022.110225
DO - 10.1016/j.diabres.2022.110225
M3 - Journal article
C2 - 36535513
SN - 0168-8227
VL - 196
JO - Diabetes Research and Clinical Practice
JF - Diabetes Research and Clinical Practice
M1 - 110225
ER -