Cargando…
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...
Autores principales: | , , , , , , , , |
---|---|
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 |
_version_ | 1784735578614398976 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9232416 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT frankenlindag apopulationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT franckemarithi apopulationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT andrewslouisem apopulationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT vanschaikronhn apopulationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT liyi apopulationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT dewitluciaea apopulationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT baancarlac apopulationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT hesselinkdennisa apopulationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT dewinterbrendacm apopulationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT frankenlindag populationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT franckemarithi populationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT andrewslouisem populationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT vanschaikronhn populationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT liyi populationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT dewitluciaea populationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT baancarlac populationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT hesselinkdennisa populationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients AT dewinterbrendacm populationpharmacokineticmodelofwholebloodandintracellulartacrolimusinkidneytransplantrecipients |