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A Population Pharmacokinetic Model of Whole-Blood and Intracellular Tacrolimus in Kidney Transplant Recipients

BACKGROUND AND OBJECTIVE: The tacrolimus concentration within peripheral blood mononuclear cells may correlate better with clinical outcomes after transplantation compared to concentrations measured in whole blood. However, intracellular tacrolimus measurements are not easily implemented in clinical...

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Autores principales: Franken, Linda G., Francke, Marith I., Andrews, Louise M., van Schaik, Ron H. N., Li, Yi, de Wit, Lucia E. A., Baan, Carla C., Hesselink, Dennis A., de Winter, Brenda C. M
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer International Publishing 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9232416/
https://www.ncbi.nlm.nih.gov/pubmed/35442010
http://dx.doi.org/10.1007/s13318-022-00767-8
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author Franken, Linda G.
Francke, Marith I.
Andrews, Louise M.
van Schaik, Ron H. N.
Li, Yi
de Wit, Lucia E. A.
Baan, Carla C.
Hesselink, Dennis A.
de Winter, Brenda C. M
author_facet Franken, Linda G.
Francke, Marith I.
Andrews, Louise M.
van Schaik, Ron H. N.
Li, Yi
de Wit, Lucia E. A.
Baan, Carla C.
Hesselink, Dennis A.
de Winter, Brenda C. M
author_sort Franken, Linda G.
collection PubMed
description BACKGROUND AND OBJECTIVE: The tacrolimus concentration within peripheral blood mononuclear cells may correlate better with clinical outcomes after transplantation compared to concentrations measured in whole blood. However, intracellular tacrolimus measurements are not easily implemented in clinical practice. The prediction of intracellular concentrations based on whole-blood concentrations would be a solution for this. Therefore, the aim of this study was to describe the relationship between intracellular and whole-blood tacrolimus concentrations in a population pharmacokinetic (popPK) model. METHODS: Pharmacokinetic analysis was performed using non-linear mixed effects modelling software (NONMEM). The final model was evaluated using goodness-of-fit plots, visual predictive checks, and a bootstrap analysis. RESULTS: A total of 590 tacrolimus concentrations from 184 kidney transplant recipients were included in the study. All tacrolimus concentrations were measured in the first three months after transplantation. The intracellular tacrolimus concentrations (n  = 184) were best described with an effect compartment. The distribution into the effect compartment was described by the steady-state whole-blood to intracellular ratio (R(WB:IC)) and the intracellular distribution rate constant between the whole-blood and intracellular compartments. Lean body weight was negatively correlated [delta objective function value (ΔOFV) −8.395] and haematocrit was positively correlated (ΔOFV = − 6.752) with R(WB:IC), and both lean body weight and haematocrit were included in the final model. CONCLUSION: We were able to accurately describe intracellular tacrolimus concentrations using whole-blood concentrations, lean body weight, and haematocrit values in a popPK model. This model may be used in the future to more accurately predict clinical outcomes after transplantation and to identify patients at risk for under- and overexposure. Dutch National Trial Registry number NTR2226 SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13318-022-00767-8.
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spelling pubmed-92324162022-06-26 A Population Pharmacokinetic Model of Whole-Blood and Intracellular Tacrolimus in Kidney Transplant Recipients Franken, Linda G. Francke, Marith I. Andrews, Louise M. van Schaik, Ron H. N. Li, Yi de Wit, Lucia E. A. Baan, Carla C. Hesselink, Dennis A. de Winter, Brenda C. M Eur J Drug Metab Pharmacokinet Original Research Article BACKGROUND AND OBJECTIVE: The tacrolimus concentration within peripheral blood mononuclear cells may correlate better with clinical outcomes after transplantation compared to concentrations measured in whole blood. However, intracellular tacrolimus measurements are not easily implemented in clinical practice. The prediction of intracellular concentrations based on whole-blood concentrations would be a solution for this. Therefore, the aim of this study was to describe the relationship between intracellular and whole-blood tacrolimus concentrations in a population pharmacokinetic (popPK) model. METHODS: Pharmacokinetic analysis was performed using non-linear mixed effects modelling software (NONMEM). The final model was evaluated using goodness-of-fit plots, visual predictive checks, and a bootstrap analysis. RESULTS: A total of 590 tacrolimus concentrations from 184 kidney transplant recipients were included in the study. All tacrolimus concentrations were measured in the first three months after transplantation. The intracellular tacrolimus concentrations (n  = 184) were best described with an effect compartment. The distribution into the effect compartment was described by the steady-state whole-blood to intracellular ratio (R(WB:IC)) and the intracellular distribution rate constant between the whole-blood and intracellular compartments. Lean body weight was negatively correlated [delta objective function value (ΔOFV) −8.395] and haematocrit was positively correlated (ΔOFV = − 6.752) with R(WB:IC), and both lean body weight and haematocrit were included in the final model. CONCLUSION: We were able to accurately describe intracellular tacrolimus concentrations using whole-blood concentrations, lean body weight, and haematocrit values in a popPK model. This model may be used in the future to more accurately predict clinical outcomes after transplantation and to identify patients at risk for under- and overexposure. Dutch National Trial Registry number NTR2226 SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13318-022-00767-8. Springer International Publishing 2022-04-20 2022 /pmc/articles/PMC9232416/ /pubmed/35442010 http://dx.doi.org/10.1007/s13318-022-00767-8 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by-nc/4.0/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/ (https://creativecommons.org/licenses/by-nc/4.0/) .
spellingShingle Original Research Article
Franken, Linda G.
Francke, Marith I.
Andrews, Louise M.
van Schaik, Ron H. N.
Li, Yi
de Wit, Lucia E. A.
Baan, Carla C.
Hesselink, Dennis A.
de Winter, Brenda C. M
A Population Pharmacokinetic Model of Whole-Blood and Intracellular Tacrolimus in Kidney Transplant Recipients
title A Population Pharmacokinetic Model of Whole-Blood and Intracellular Tacrolimus in Kidney Transplant Recipients
title_full A Population Pharmacokinetic Model of Whole-Blood and Intracellular Tacrolimus in Kidney Transplant Recipients
title_fullStr A Population Pharmacokinetic Model of Whole-Blood and Intracellular Tacrolimus in Kidney Transplant Recipients
title_full_unstemmed A Population Pharmacokinetic Model of Whole-Blood and Intracellular Tacrolimus in Kidney Transplant Recipients
title_short A Population Pharmacokinetic Model of Whole-Blood and Intracellular Tacrolimus in Kidney Transplant Recipients
title_sort population pharmacokinetic model of whole-blood and intracellular tacrolimus in kidney transplant recipients
topic Original Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9232416/
https://www.ncbi.nlm.nih.gov/pubmed/35442010
http://dx.doi.org/10.1007/s13318-022-00767-8
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