Diabetes Obesity and Metabolism · 2019 · 10 citations · 11 references
PharmacyPharmacologyPharmacotherapyClinical PharmacologyPharmacokinetic ModelingPharmacokinetic-pharmacodynamic ModelingDiabetes ManagementDiabetes PharmacotherapyDiabetic KetoacidosisGlycemic ControlInsulin TherapyModel EvaluationAntidiabetic Drug TherapyDiabetic Ketoacidosis AssessmentDiabetic Ketoacidosis ManagementDose Adjustment AssessmentDose Adjustment ModelingSimulation AnalysisSimulation-based AnalysisType 1 Diabetes Pharmacotherapy
AIM: To confirm the observed reduction in HbA1c for the 2.5 mg dose in EASE-3 by modelling and simulation analyses. MATERIALS AND METHODS: Independent of data from EASE-3 that tested 2.5 mg, we simulated the effect of a 2.5 mg dose through patient-level, exposure-response modelling in the EASE-2 clinical study. A primary semi-mechanistic model evaluated efficacy considering clinical insulin dose adjustments made after treatment initiation that potentially limited HbA1c reductions. The model was informed by pharmacokinetic, insulin dose, mean daily glucose and HbA1c data, and was verified by comparing the simulations with the observed HbA1c change in EASE-3. One of two empagliflozin phase 3 trials in type 1 diabetes (EASE-3 but not EASE-2) included a lower 2.5 mg dose. A placebo-corrected HbA1c reduction of 0.28% was demonstrated without the increased risk of diabetic ketoacidosis observed at higher doses (10 mg and 25 mg). Since only one trial included the lower dose, we aimed to confirm the observed reduction in HbA1c for the 2.5 mg dose by modelling and simulation analyses. RESULTS: The simulated 26-week mean HbA1c change was -0.41% without insulin dose adjustment and -0.29% at 26 weeks with insulin dose adjustment. A simplified (descriptive) model excluding insulin dose and mean daily glucose confirmed the -0.29% HbA1c change that would have been observed had the EASE-2 population received a 2.5 mg dose for 26/52 weeks. CONCLUSIONS: The HbA1c benefit of low-dose empagliflozin directly observed in the EASE-3 trial was confirmed by two modelling and simulation approaches.
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Canagliflozin and Renal Outcomes in Type 2 Diabetes and Nephropathy
Vlado Perkovic, Meg Jardine, Bruce Neal et al. · New England Journal of Medicine · 2019 · 6K citations · Full text
Medicine, Nephrology, Pharmacology +17
Effects of Sotagliflozin Added to Insulin in Patients with Type 1 Diabetes
Satish K. Garg, Robert R. Henry, Phillip Banks et al. · New England Journal of Medicine · 2017 · 416 citations · Full text
Empagliflozin as Adjunctive to Insulin Therapy in Type 1 Diabetes: The EASE Trials
Julio Rosenstock, Jan Marquard, Lori M. Laffel et al. · Diabetes Care · 2018 · 357 citations