Cargando…

Model‐based characterization of the relationship between dapagliflozin systemic exposure and HbA1c response in patients with type 1 diabetes mellitus

AIMS: To quantitatively describe the relationship between dapagliflozin systemic exposure and HbA1c response among patients with type 1 diabetes mellitus (T1DM) and assess the potential impact of covariate effects. MATERIALS AND METHODS: Individual longitudinal HbA1c data from two phase 3 studies in...

Descripción completa

Detalles Bibliográficos
Autores principales: Parkinson, Joanna, Tang, Weifeng, Åstrand, Magnus, Melin, Johanna, Ekholm, Ella, Hamrén, Bengt, Boulton, David W.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Blackwell Publishing Ltd 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6594233/
https://www.ncbi.nlm.nih.gov/pubmed/30756462
http://dx.doi.org/10.1111/dom.13664
_version_ 1783430209247117312
author Parkinson, Joanna
Tang, Weifeng
Åstrand, Magnus
Melin, Johanna
Ekholm, Ella
Hamrén, Bengt
Boulton, David W.
author_facet Parkinson, Joanna
Tang, Weifeng
Åstrand, Magnus
Melin, Johanna
Ekholm, Ella
Hamrén, Bengt
Boulton, David W.
author_sort Parkinson, Joanna
collection PubMed
description AIMS: To quantitatively describe the relationship between dapagliflozin systemic exposure and HbA1c response among patients with type 1 diabetes mellitus (T1DM) and assess the potential impact of covariate effects. MATERIALS AND METHODS: Individual longitudinal HbA1c data from two phase 3 studies in patients with T1DM (24‐week treatment with once‐daily dapagliflozin 5 or 10 mg or placebo, with adjustable insulin) were analyzed using a non‐linear mixed effect modeling approach. Area under the concentration curve was used to measure dapagliflozin systemic exposure. Baseline HbA1c, estimated glomerular filtration rate, reduction in total insulin dose, baseline glucose concentrations, age, sex, race (Asian vs. non‐Asian), and insulin administration method (multiple daily injections vs. insulin pump) were assessed as covariates. RESULTS: A maximum effect (E(max)) model identified a positive exposure–response relationship. Model‐predicted placebo‐corrected HbA1c reductions after 24 weeks for dapagliflozin 5‐ and 10‐mg doses were − 0.42% [95% confidence interval (CI) −0.47 to −0.36) and − 0.45% (95% CI −0.50 to −0.40), respectively; baseline HbA1c was ~8.4%. This was in good agreement with actual observations from both studies. Baseline HbA1c was a significant covariate: patients with higher baseline HbA1c were predicted to have greater HbA1c reductions. CONCLUSIONS: The relationship between dapagliflozin systemic exposure and HbA1c response was successfully described in patients with T1DM. None of the tested covariates affected the efficacy of dapagliflozin to a clinically relevant extent. Therefore, no dose adjustment of dapagliflozin is required in patients with T1DM based on the tested covariates. ClinicalTrials.gov, NCT02268214; NCT02460978.
format Online
Article
Text
id pubmed-6594233
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Blackwell Publishing Ltd
record_format MEDLINE/PubMed
spelling pubmed-65942332019-07-10 Model‐based characterization of the relationship between dapagliflozin systemic exposure and HbA1c response in patients with type 1 diabetes mellitus Parkinson, Joanna Tang, Weifeng Åstrand, Magnus Melin, Johanna Ekholm, Ella Hamrén, Bengt Boulton, David W. Diabetes Obes Metab Original Articles AIMS: To quantitatively describe the relationship between dapagliflozin systemic exposure and HbA1c response among patients with type 1 diabetes mellitus (T1DM) and assess the potential impact of covariate effects. MATERIALS AND METHODS: Individual longitudinal HbA1c data from two phase 3 studies in patients with T1DM (24‐week treatment with once‐daily dapagliflozin 5 or 10 mg or placebo, with adjustable insulin) were analyzed using a non‐linear mixed effect modeling approach. Area under the concentration curve was used to measure dapagliflozin systemic exposure. Baseline HbA1c, estimated glomerular filtration rate, reduction in total insulin dose, baseline glucose concentrations, age, sex, race (Asian vs. non‐Asian), and insulin administration method (multiple daily injections vs. insulin pump) were assessed as covariates. RESULTS: A maximum effect (E(max)) model identified a positive exposure–response relationship. Model‐predicted placebo‐corrected HbA1c reductions after 24 weeks for dapagliflozin 5‐ and 10‐mg doses were − 0.42% [95% confidence interval (CI) −0.47 to −0.36) and − 0.45% (95% CI −0.50 to −0.40), respectively; baseline HbA1c was ~8.4%. This was in good agreement with actual observations from both studies. Baseline HbA1c was a significant covariate: patients with higher baseline HbA1c were predicted to have greater HbA1c reductions. CONCLUSIONS: The relationship between dapagliflozin systemic exposure and HbA1c response was successfully described in patients with T1DM. None of the tested covariates affected the efficacy of dapagliflozin to a clinically relevant extent. Therefore, no dose adjustment of dapagliflozin is required in patients with T1DM based on the tested covariates. ClinicalTrials.gov, NCT02268214; NCT02460978. Blackwell Publishing Ltd 2019-03-14 2019-06 /pmc/articles/PMC6594233/ /pubmed/30756462 http://dx.doi.org/10.1111/dom.13664 Text en © 2019 The Authors. Diabetes, Obesity and Metabolism published by John Wiley & Sons Ltd. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes.
spellingShingle Original Articles
Parkinson, Joanna
Tang, Weifeng
Åstrand, Magnus
Melin, Johanna
Ekholm, Ella
Hamrén, Bengt
Boulton, David W.
Model‐based characterization of the relationship between dapagliflozin systemic exposure and HbA1c response in patients with type 1 diabetes mellitus
title Model‐based characterization of the relationship between dapagliflozin systemic exposure and HbA1c response in patients with type 1 diabetes mellitus
title_full Model‐based characterization of the relationship between dapagliflozin systemic exposure and HbA1c response in patients with type 1 diabetes mellitus
title_fullStr Model‐based characterization of the relationship between dapagliflozin systemic exposure and HbA1c response in patients with type 1 diabetes mellitus
title_full_unstemmed Model‐based characterization of the relationship between dapagliflozin systemic exposure and HbA1c response in patients with type 1 diabetes mellitus
title_short Model‐based characterization of the relationship between dapagliflozin systemic exposure and HbA1c response in patients with type 1 diabetes mellitus
title_sort model‐based characterization of the relationship between dapagliflozin systemic exposure and hba1c response in patients with type 1 diabetes mellitus
topic Original Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6594233/
https://www.ncbi.nlm.nih.gov/pubmed/30756462
http://dx.doi.org/10.1111/dom.13664
work_keys_str_mv AT parkinsonjoanna modelbasedcharacterizationoftherelationshipbetweendapagliflozinsystemicexposureandhba1cresponseinpatientswithtype1diabetesmellitus
AT tangweifeng modelbasedcharacterizationoftherelationshipbetweendapagliflozinsystemicexposureandhba1cresponseinpatientswithtype1diabetesmellitus
AT astrandmagnus modelbasedcharacterizationoftherelationshipbetweendapagliflozinsystemicexposureandhba1cresponseinpatientswithtype1diabetesmellitus
AT melinjohanna modelbasedcharacterizationoftherelationshipbetweendapagliflozinsystemicexposureandhba1cresponseinpatientswithtype1diabetesmellitus
AT ekholmella modelbasedcharacterizationoftherelationshipbetweendapagliflozinsystemicexposureandhba1cresponseinpatientswithtype1diabetesmellitus
AT hamrenbengt modelbasedcharacterizationoftherelationshipbetweendapagliflozinsystemicexposureandhba1cresponseinpatientswithtype1diabetesmellitus
AT boultondavidw modelbasedcharacterizationoftherelationshipbetweendapagliflozinsystemicexposureandhba1cresponseinpatientswithtype1diabetesmellitus