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Body composition is associated with tacrolimus pharmacokinetics in kidney transplant recipients
PURPOSE: A population pharmacokinetic (popPK) model may be used to improve tacrolimus dosing and minimize under- and overexposure in kidney transplant recipients. It is unknown how body composition parameters relate to tacrolimus pharmacokinetics and which parameter correlates best with tacrolimus e...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Berlin Heidelberg
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283366/ https://www.ncbi.nlm.nih.gov/pubmed/35567629 http://dx.doi.org/10.1007/s00228-022-03323-0 |
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author | Francke, M. I. Visser, W. J. Severs, D. de Mik - van Egmond, A. M. E. Hesselink, D. A. De Winter, B. C. M. |
author_facet | Francke, M. I. Visser, W. J. Severs, D. de Mik - van Egmond, A. M. E. Hesselink, D. A. De Winter, B. C. M. |
author_sort | Francke, M. I. |
collection | PubMed |
description | PURPOSE: A population pharmacokinetic (popPK) model may be used to improve tacrolimus dosing and minimize under- and overexposure in kidney transplant recipients. It is unknown how body composition parameters relate to tacrolimus pharmacokinetics and which parameter correlates best with tacrolimus exposure. The aims of this study were to investigate which body composition parameter has the best association with the pharmacokinetics of tacrolimus and to describe this relationship in a popPK model. METHODS: Body composition was assessed using bio-impedance spectroscopy (BIS). Pharmacokinetic analysis was performed using nonlinear mixed effects modeling (NONMEM). Lean tissue mass, adipose tissue mass, over-hydration, and phase angle were measured with BIS and then evaluated as covariates. The final popPK model was evaluated using goodness-of-fit plots, visual predictive checks, and a bootstrap analysis. RESULTS: In 46 kidney transplant recipients, 284 tacrolimus concentrations were measured. The base model without body composition parameters included age, plasma albumin, plasma creatinine, CYP3A4 and CYP3A5 genotypes, and hematocrit as covariates. After full forward inclusion and backward elimination, only the effect of the phase angle on clearance (dOFV = − 13.406; p < 0.01) was included in the final model. Phase angle was positively correlated with tacrolimus clearance. The inter-individual variability decreased from 41.7% in the base model to 34.2% in the final model. The model was successfully validated. CONCLUSION: The phase angle is the bio-impedance spectroscopic parameter that correlates best with tacrolimus pharmacokinetics. Incorporation of the phase angle in a popPK model can improve the prediction of an individual’s tacrolimus dose requirement after transplantation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00228-022-03323-0. |
format | Online Article Text |
id | pubmed-9283366 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-92833662022-07-16 Body composition is associated with tacrolimus pharmacokinetics in kidney transplant recipients Francke, M. I. Visser, W. J. Severs, D. de Mik - van Egmond, A. M. E. Hesselink, D. A. De Winter, B. C. M. Eur J Clin Pharmacol Pharmacokinetics and Disposition PURPOSE: A population pharmacokinetic (popPK) model may be used to improve tacrolimus dosing and minimize under- and overexposure in kidney transplant recipients. It is unknown how body composition parameters relate to tacrolimus pharmacokinetics and which parameter correlates best with tacrolimus exposure. The aims of this study were to investigate which body composition parameter has the best association with the pharmacokinetics of tacrolimus and to describe this relationship in a popPK model. METHODS: Body composition was assessed using bio-impedance spectroscopy (BIS). Pharmacokinetic analysis was performed using nonlinear mixed effects modeling (NONMEM). Lean tissue mass, adipose tissue mass, over-hydration, and phase angle were measured with BIS and then evaluated as covariates. The final popPK model was evaluated using goodness-of-fit plots, visual predictive checks, and a bootstrap analysis. RESULTS: In 46 kidney transplant recipients, 284 tacrolimus concentrations were measured. The base model without body composition parameters included age, plasma albumin, plasma creatinine, CYP3A4 and CYP3A5 genotypes, and hematocrit as covariates. After full forward inclusion and backward elimination, only the effect of the phase angle on clearance (dOFV = − 13.406; p < 0.01) was included in the final model. Phase angle was positively correlated with tacrolimus clearance. The inter-individual variability decreased from 41.7% in the base model to 34.2% in the final model. The model was successfully validated. CONCLUSION: The phase angle is the bio-impedance spectroscopic parameter that correlates best with tacrolimus pharmacokinetics. Incorporation of the phase angle in a popPK model can improve the prediction of an individual’s tacrolimus dose requirement after transplantation. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s00228-022-03323-0. Springer Berlin Heidelberg 2022-05-14 2022 /pmc/articles/PMC9283366/ /pubmed/35567629 http://dx.doi.org/10.1007/s00228-022-03323-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits 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/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Pharmacokinetics and Disposition Francke, M. I. Visser, W. J. Severs, D. de Mik - van Egmond, A. M. E. Hesselink, D. A. De Winter, B. C. M. Body composition is associated with tacrolimus pharmacokinetics in kidney transplant recipients |
title | Body composition is associated with tacrolimus pharmacokinetics in kidney transplant recipients |
title_full | Body composition is associated with tacrolimus pharmacokinetics in kidney transplant recipients |
title_fullStr | Body composition is associated with tacrolimus pharmacokinetics in kidney transplant recipients |
title_full_unstemmed | Body composition is associated with tacrolimus pharmacokinetics in kidney transplant recipients |
title_short | Body composition is associated with tacrolimus pharmacokinetics in kidney transplant recipients |
title_sort | body composition is associated with tacrolimus pharmacokinetics in kidney transplant recipients |
topic | Pharmacokinetics and Disposition |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9283366/ https://www.ncbi.nlm.nih.gov/pubmed/35567629 http://dx.doi.org/10.1007/s00228-022-03323-0 |
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