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The Glomerular Filtration Rate Estimators in the Pharmacokinetic Modelling in Acute Kidney Injury: An Observational Study

The glomerular filtration rate (GFR), according to which the drug dose for patients with chronic kidney disease (CKD) is adjusted, is computed with estimators (eGFR) that are developed specifically for CKD. These particular types of estimators are also used in population pharmacokinetic (pop PK) mod...

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Autores principales: Abramavicius, Silvijus, Galaune, Vaidotas, Tunaityte, Agile, Vitkauskiene, Astra, Gumbrevicius, Gintautas, Radzeviciene, Aurelija, Maciulaitis, Romaldas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915939/
https://www.ncbi.nlm.nih.gov/pubmed/33557261
http://dx.doi.org/10.3390/antibiotics10020158
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author Abramavicius, Silvijus
Galaune, Vaidotas
Tunaityte, Agile
Vitkauskiene, Astra
Gumbrevicius, Gintautas
Radzeviciene, Aurelija
Maciulaitis, Romaldas
author_facet Abramavicius, Silvijus
Galaune, Vaidotas
Tunaityte, Agile
Vitkauskiene, Astra
Gumbrevicius, Gintautas
Radzeviciene, Aurelija
Maciulaitis, Romaldas
author_sort Abramavicius, Silvijus
collection PubMed
description The glomerular filtration rate (GFR), according to which the drug dose for patients with chronic kidney disease (CKD) is adjusted, is computed with estimators (eGFR) that are developed specifically for CKD. These particular types of estimators are also used in population pharmacokinetic (pop PK) modelling in drug development. Similar approaches without scientific validation have been proposed for patients with acute kidney injury (AKI), yet it is uncertain which specific eGFR should be used for drug dosing or in pop PK models in patients with AKI. In our study, we included 34 patients with AKI and vancomycin (VCM) treatment, and we built both individual PK and pop PK (non-linear mixed-effects, one-compartment) models to see which eGFR estimator is the best covariate. In these models different eGFRs (Cockcroft-Gault, MDRD, CKD-EPI 2009, Jelliffe and Jelliffe, Chen et al., and Yashiro et al. 2013) were used. We included six additional patients to validate the final pop PK model. All eGFRs underrate the true renal clearance in the AKI, so we created pop PK models for VCM dosing in AKI with all eGFRs, to discover that the most accurate model was the one with the Cockcroft-Gault estimator. Since the eGFRs underestimate the true renal clearance in AKI, they are inaccurate for clinical drug dosing decisions, with the exception of the Cockcroft-Gault one, which is appropriate for the pop PK models intended for drug development purposes in AKI.
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spelling pubmed-79159392021-03-01 The Glomerular Filtration Rate Estimators in the Pharmacokinetic Modelling in Acute Kidney Injury: An Observational Study Abramavicius, Silvijus Galaune, Vaidotas Tunaityte, Agile Vitkauskiene, Astra Gumbrevicius, Gintautas Radzeviciene, Aurelija Maciulaitis, Romaldas Antibiotics (Basel) Article The glomerular filtration rate (GFR), according to which the drug dose for patients with chronic kidney disease (CKD) is adjusted, is computed with estimators (eGFR) that are developed specifically for CKD. These particular types of estimators are also used in population pharmacokinetic (pop PK) modelling in drug development. Similar approaches without scientific validation have been proposed for patients with acute kidney injury (AKI), yet it is uncertain which specific eGFR should be used for drug dosing or in pop PK models in patients with AKI. In our study, we included 34 patients with AKI and vancomycin (VCM) treatment, and we built both individual PK and pop PK (non-linear mixed-effects, one-compartment) models to see which eGFR estimator is the best covariate. In these models different eGFRs (Cockcroft-Gault, MDRD, CKD-EPI 2009, Jelliffe and Jelliffe, Chen et al., and Yashiro et al. 2013) were used. We included six additional patients to validate the final pop PK model. All eGFRs underrate the true renal clearance in the AKI, so we created pop PK models for VCM dosing in AKI with all eGFRs, to discover that the most accurate model was the one with the Cockcroft-Gault estimator. Since the eGFRs underestimate the true renal clearance in AKI, they are inaccurate for clinical drug dosing decisions, with the exception of the Cockcroft-Gault one, which is appropriate for the pop PK models intended for drug development purposes in AKI. MDPI 2021-02-04 /pmc/articles/PMC7915939/ /pubmed/33557261 http://dx.doi.org/10.3390/antibiotics10020158 Text en © 2021 by the authors. Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Abramavicius, Silvijus
Galaune, Vaidotas
Tunaityte, Agile
Vitkauskiene, Astra
Gumbrevicius, Gintautas
Radzeviciene, Aurelija
Maciulaitis, Romaldas
The Glomerular Filtration Rate Estimators in the Pharmacokinetic Modelling in Acute Kidney Injury: An Observational Study
title The Glomerular Filtration Rate Estimators in the Pharmacokinetic Modelling in Acute Kidney Injury: An Observational Study
title_full The Glomerular Filtration Rate Estimators in the Pharmacokinetic Modelling in Acute Kidney Injury: An Observational Study
title_fullStr The Glomerular Filtration Rate Estimators in the Pharmacokinetic Modelling in Acute Kidney Injury: An Observational Study
title_full_unstemmed The Glomerular Filtration Rate Estimators in the Pharmacokinetic Modelling in Acute Kidney Injury: An Observational Study
title_short The Glomerular Filtration Rate Estimators in the Pharmacokinetic Modelling in Acute Kidney Injury: An Observational Study
title_sort glomerular filtration rate estimators in the pharmacokinetic modelling in acute kidney injury: an observational study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7915939/
https://www.ncbi.nlm.nih.gov/pubmed/33557261
http://dx.doi.org/10.3390/antibiotics10020158
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