Cargando…
Population Pharmacokinetic and Pharmacogenetic Analysis of Mitotane in Patients with Adrenocortical Carcinoma: Towards Individualized Dosing
BACKGROUND: Mitotane is the only approved treatment for patients with adrenocortical carcinoma (ACC). A better explanation for the variability in the pharmacokinetics (PK) of mitotane, and the optimization and individualization of mitotane treatment, is desirable for patients. OBJECTIVES: This study...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2020
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809008/ https://www.ncbi.nlm.nih.gov/pubmed/32607875 http://dx.doi.org/10.1007/s40262-020-00913-y |
_version_ | 1783637025839120384 |
---|---|
author | Yin, Anyue Ettaieb, Madeleine H. T. Swen, Jesse J. van Deun, Liselotte Kerkhofs, Thomas M. A. van der Straaten, Robert J. H. M. Corssmit, Eleonora P. M. Gelderblom, Hans Kerstens, Michiel N. Feelders, Richard A. Eekhoff, Marelise Timmers, Henri J. L. M. D’Avolio, Antonio Cusato, Jessica Guchelaar, Henk-Jan Haak, Harm R. Moes, Dirk Jan A. R. |
author_facet | Yin, Anyue Ettaieb, Madeleine H. T. Swen, Jesse J. van Deun, Liselotte Kerkhofs, Thomas M. A. van der Straaten, Robert J. H. M. Corssmit, Eleonora P. M. Gelderblom, Hans Kerstens, Michiel N. Feelders, Richard A. Eekhoff, Marelise Timmers, Henri J. L. M. D’Avolio, Antonio Cusato, Jessica Guchelaar, Henk-Jan Haak, Harm R. Moes, Dirk Jan A. R. |
author_sort | Yin, Anyue |
collection | PubMed |
description | BACKGROUND: Mitotane is the only approved treatment for patients with adrenocortical carcinoma (ACC). A better explanation for the variability in the pharmacokinetics (PK) of mitotane, and the optimization and individualization of mitotane treatment, is desirable for patients. OBJECTIVES: This study aims to develop a population PK (PopPK) model to characterize and predict the PK profiles of mitotane in patients with ACC, as well as to explore the effect of genetic variation on mitotane clearance. Ultimately, we aimed to facilitate mitotane dose optimization and individualization for patients with ACC. METHODS: Mitotane concentration and dosing data were collected retrospectively from the medical records of patients with ACC taking mitotane orally and participating in the Dutch Adrenal Network. PopPK modelling analysis was performed using NONMEM (version 7.4.1). Genotypes of drug enzymes and transporters, patient demographic information, and clinical characteristics were investigated as covariates. Subsequently, simulations were performed for optimizing treatment regimens. RESULTS: A two-compartment model with first-order absorption and elimination best described the PK data of mitotane collected from 48 patients. Lean body weight (LBW) and genotypes of CYP2C19*2 (rs4244285), SLCO1B3 699A>G (rs7311358) and SLCO1B1 571T>C (rs4149057) were found to significantly affect mitotane clearance (CL/F), which decreased the coefficient of variation (CV%) of the random inter-individual variability of CL/F from 67.0 to 43.0%. Fat amount (i.e. body weight − LBW) was found to significantly affect the central distribution volume. Simulation results indicated that determining the starting dose using the developed model is beneficial in terms of shortening the period to reach the therapeutic target and limit the risk of toxicity. A regimen that can effectively maintain mitotane concentration within 14–20 mg/L was established. CONCLUSIONS: A two-compartment PopPK model well-characterized mitotane PK profiles in patients with ACC. The CYP2C19 enzyme and SLCO1B1 and SLCO1B3 transporters may play roles in mitotane disposition. The developed model is beneficial in terms of optimizing mitotane treatment schedules and individualizing the initial dose for patients with ACC. Further validation of these findings is still required. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s40262-020-00913-y) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-7809008 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-78090082021-01-21 Population Pharmacokinetic and Pharmacogenetic Analysis of Mitotane in Patients with Adrenocortical Carcinoma: Towards Individualized Dosing Yin, Anyue Ettaieb, Madeleine H. T. Swen, Jesse J. van Deun, Liselotte Kerkhofs, Thomas M. A. van der Straaten, Robert J. H. M. Corssmit, Eleonora P. M. Gelderblom, Hans Kerstens, Michiel N. Feelders, Richard A. Eekhoff, Marelise Timmers, Henri J. L. M. D’Avolio, Antonio Cusato, Jessica Guchelaar, Henk-Jan Haak, Harm R. Moes, Dirk Jan A. R. Clin Pharmacokinet Original Research Article BACKGROUND: Mitotane is the only approved treatment for patients with adrenocortical carcinoma (ACC). A better explanation for the variability in the pharmacokinetics (PK) of mitotane, and the optimization and individualization of mitotane treatment, is desirable for patients. OBJECTIVES: This study aims to develop a population PK (PopPK) model to characterize and predict the PK profiles of mitotane in patients with ACC, as well as to explore the effect of genetic variation on mitotane clearance. Ultimately, we aimed to facilitate mitotane dose optimization and individualization for patients with ACC. METHODS: Mitotane concentration and dosing data were collected retrospectively from the medical records of patients with ACC taking mitotane orally and participating in the Dutch Adrenal Network. PopPK modelling analysis was performed using NONMEM (version 7.4.1). Genotypes of drug enzymes and transporters, patient demographic information, and clinical characteristics were investigated as covariates. Subsequently, simulations were performed for optimizing treatment regimens. RESULTS: A two-compartment model with first-order absorption and elimination best described the PK data of mitotane collected from 48 patients. Lean body weight (LBW) and genotypes of CYP2C19*2 (rs4244285), SLCO1B3 699A>G (rs7311358) and SLCO1B1 571T>C (rs4149057) were found to significantly affect mitotane clearance (CL/F), which decreased the coefficient of variation (CV%) of the random inter-individual variability of CL/F from 67.0 to 43.0%. Fat amount (i.e. body weight − LBW) was found to significantly affect the central distribution volume. Simulation results indicated that determining the starting dose using the developed model is beneficial in terms of shortening the period to reach the therapeutic target and limit the risk of toxicity. A regimen that can effectively maintain mitotane concentration within 14–20 mg/L was established. CONCLUSIONS: A two-compartment PopPK model well-characterized mitotane PK profiles in patients with ACC. The CYP2C19 enzyme and SLCO1B1 and SLCO1B3 transporters may play roles in mitotane disposition. The developed model is beneficial in terms of optimizing mitotane treatment schedules and individualizing the initial dose for patients with ACC. Further validation of these findings is still required. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s40262-020-00913-y) contains supplementary material, which is available to authorized users. Springer International Publishing 2020-06-30 2021 /pmc/articles/PMC7809008/ /pubmed/32607875 http://dx.doi.org/10.1007/s40262-020-00913-y Text en © The Author(s) 2020 Open AccessThis article is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License, which permits any non-commercial use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc/4.0/. |
spellingShingle | Original Research Article Yin, Anyue Ettaieb, Madeleine H. T. Swen, Jesse J. van Deun, Liselotte Kerkhofs, Thomas M. A. van der Straaten, Robert J. H. M. Corssmit, Eleonora P. M. Gelderblom, Hans Kerstens, Michiel N. Feelders, Richard A. Eekhoff, Marelise Timmers, Henri J. L. M. D’Avolio, Antonio Cusato, Jessica Guchelaar, Henk-Jan Haak, Harm R. Moes, Dirk Jan A. R. Population Pharmacokinetic and Pharmacogenetic Analysis of Mitotane in Patients with Adrenocortical Carcinoma: Towards Individualized Dosing |
title | Population Pharmacokinetic and Pharmacogenetic Analysis of Mitotane in Patients with Adrenocortical Carcinoma: Towards Individualized Dosing |
title_full | Population Pharmacokinetic and Pharmacogenetic Analysis of Mitotane in Patients with Adrenocortical Carcinoma: Towards Individualized Dosing |
title_fullStr | Population Pharmacokinetic and Pharmacogenetic Analysis of Mitotane in Patients with Adrenocortical Carcinoma: Towards Individualized Dosing |
title_full_unstemmed | Population Pharmacokinetic and Pharmacogenetic Analysis of Mitotane in Patients with Adrenocortical Carcinoma: Towards Individualized Dosing |
title_short | Population Pharmacokinetic and Pharmacogenetic Analysis of Mitotane in Patients with Adrenocortical Carcinoma: Towards Individualized Dosing |
title_sort | population pharmacokinetic and pharmacogenetic analysis of mitotane in patients with adrenocortical carcinoma: towards individualized dosing |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7809008/ https://www.ncbi.nlm.nih.gov/pubmed/32607875 http://dx.doi.org/10.1007/s40262-020-00913-y |
work_keys_str_mv | AT yinanyue populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT ettaiebmadeleineht populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT swenjessej populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT vandeunliselotte populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT kerkhofsthomasma populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT vanderstraatenrobertjhm populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT corssmiteleonorapm populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT gelderblomhans populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT kerstensmichieln populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT feeldersricharda populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT eekhoffmarelise populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT timmershenrijlm populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT davolioantonio populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT cusatojessica populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT guchelaarhenkjan populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT haakharmr populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing AT moesdirkjanar populationpharmacokineticandpharmacogeneticanalysisofmitotaneinpatientswithadrenocorticalcarcinomatowardsindividualizeddosing |