Dynamic population pharmacokinetic-pharmacodynamic modelling and simulation supports similar efficacy in glycosylated haemoglobin response with once or twice-daily dosing of canagliflozin

Br J Clin Pharmacol. 2017 May;83(5):1072-1081. doi: 10.1111/bcp.13180. Epub 2017 Jan 31.

Abstract

Aim: Canagliflozin is an SGLT2 inhibitor approved for the treatment of type-2 diabetes. A dynamic population pharmacokinetic-pharmacodynamic (PK/PD) model relating 24-h canagliflozin exposure profiles to effects on glycosylated haemoglobin was developed to compare the efficacy of once-daily and twice-daily dosing.

Methods: Data from two clinical studies, one with once-daily, and the other with twice-daily dosing of canagliflozin as add-on to metformin were used (n = 1347). An established population PK model was used to predict full 24-h profiles from measured trough concentrations and/or baseline covariates. The dynamic PK/PD model incorporated an Emax relationship between 24-h canagliflozin exposure and HbA1c-lowering with baseline HbA1c affecting the efficacy.

Results: Internal and external model validation demonstrated that the model adequately predicted HbA1c-lowering for canagliflozin once-daily and twice-daily dosing regimens. The differences in HbA1c reduction between the twice-daily and daily mean profiles were minimal (at most 0.023% for 100 mg total daily dose [TDD] and 0.011% for 300 mg TDD, up to week 26, increasing with time and decreasing with TDD) and not considered clinically meaningful.

Conclusions: Simulations using this model demonstrated the absence of clinically meaningful between-regimen differences in efficacy, supported the regulatory approval of a canagliflozin-metformin immediate release fixed-dose combination tablet and alleviated the need for an additional clinical study.

Keywords: Canagliflozin; diabetes mellitus; modelling; pharmacodynamics; pharmacokinetics; simulation.

Publication types

  • Comparative Study
  • Randomized Controlled Trial
  • Validation Study

MeSH terms

  • Adult
  • Aged
  • Aged, 80 and over
  • Canagliflozin / administration & dosage*
  • Canagliflozin / pharmacokinetics
  • Canagliflozin / pharmacology
  • Diabetes Mellitus, Type 2 / drug therapy*
  • Drug Administration Schedule
  • Drug Therapy, Combination
  • Female
  • Glycated Hemoglobin / metabolism
  • Humans
  • Hypoglycemic Agents / administration & dosage*
  • Hypoglycemic Agents / pharmacokinetics
  • Hypoglycemic Agents / pharmacology
  • Male
  • Metformin / administration & dosage
  • Middle Aged
  • Models, Biological*
  • Sodium-Glucose Transporter 2
  • Sodium-Glucose Transporter 2 Inhibitors
  • Young Adult

Substances

  • Glycated Hemoglobin A
  • Hypoglycemic Agents
  • SLC5A2 protein, human
  • Sodium-Glucose Transporter 2
  • Sodium-Glucose Transporter 2 Inhibitors
  • Canagliflozin
  • Metformin