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Population Pharmacokinetics and Bayesian Estimators for Refined Dose Adjustment of a New Tacrolimus Formulation in Kidney and Liver Transplant Patients
- Source :
- Clinical Pharmacokinetics, Clinical Pharmacokinetics, Springer Verlag, 2017, [Epub ahead of print]. ⟨10.1007/s10928-016-9498-5⟩
- Publication Year :
- 2017
- Publisher :
- Springer Science and Business Media LLC, 2017.
-
Abstract
- International audience; BACKGROUND AND OBJECTIVES:A new once-daily formulation of tacrolimus (Envarsus®) has recently been developed, with alleged different pharmacokinetics from previous tacrolimus formulations. The objectives of this study were to develop population pharmacokinetic models and Bayesian estimators based on limited sampling strategies for Envarsus® in kidney and liver transplant recipients.MATERIALS AND METHODS:Full tacrolimus concentration-time profiles (13 samples) were drawn from 57 liver (113 profiles) and 49 kidney (97 profiles) graft recipients transplanted for at least 6 months and switched from Prograf® to Envarsus®. The two databases were split into a development (75%) and a validation (25%) dataset. Pharmacokinetic models characterised by a single compartment with first-order elimination and absorption in two phases described by a sum of two gamma distributions were developed using non-parametric (Pmetrics) and parametric (ITSIM) approaches in parallel. The best limited sampling strategy for each patient group was determined using the multiple model optimal algorithm. The performance of the models and derived Bayesian estimators was evaluated in the validation set.RESULTS:The best limited sampling strategy was 0, 8 and 12 h post-dose, leading to a relative bias ± standard deviation (root-mean-square error) between observed and modelled inter-dose area under the curve in the validation dataset of: 0.32 ± 6.86% (6.87%) for ITSIM and 3.4 ± 13.4% (13.2%) for Pmetrics in kidney transplantation; and 0.89 ± 7.32% (7.38%) for ITSIM and -2.62 ± 8.65% (8.89%) for Pmetrics in liver transplantation.CONCLUSION:Population pharmacokinetic models and Bayesian estimators for Envarsus® in kidney and liver transplantation were developed and are now available online for area under the curve-based tacrolimus dose adjustment.
- Subjects :
- Adult
Male
medicine.medical_specialty
medicine.medical_treatment
Population
Urology
parametric
Liver transplantation
Models, Biological
030226 pharmacology & pharmacy
Tacrolimus
Young Adult
03 medical and health sciences
Bayes' theorem
0302 clinical medicine
Pharmacokinetics
population pharmacokinetics
non-parametric
medicine
Humans
Pharmacology (medical)
Prospective Studies
education
Kidney transplantation
Aged
Pharmacology
education.field_of_study
Dose-Response Relationship, Drug
business.industry
Area under the curve
Nonparametric statistics
Bayes Theorem
Middle Aged
Bayesian estimation
[SDV.SP]Life Sciences [q-bio]/Pharmaceutical sciences
medicine.disease
Kidney Transplantation
Liver Transplantation
[SDV.SP] Life Sciences [q-bio]/Pharmaceutical sciences
Area Under Curve
030220 oncology & carcinogenesis
Female
business
Algorithms
Immunosuppressive Agents
Subjects
Details
- ISSN :
- 11791926 and 03125963
- Volume :
- 56
- Database :
- OpenAIRE
- Journal :
- Clinical Pharmacokinetics
- Accession number :
- edsair.doi.dedup.....c5a1e2c66f11d6ae21ec867a39b3c565
- Full Text :
- https://doi.org/10.1007/s40262-017-0533-5