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Gentamicin Population Pharmacokinetics in Pediatric Patients—A Prospective Study with Data Analysis Using the saemix Package in R
The aminoglycoside gentamicin is used for the empirical treatment of pediatric infections. It has a narrow therapeutic window. In this prospective study at University Children’s Hospital Zurich, Switzerland, we aimed to characterize the pharmacokinetics of gentamicin in pediatric patients and predic...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8541459/ https://www.ncbi.nlm.nih.gov/pubmed/34683889 http://dx.doi.org/10.3390/pharmaceutics13101596 |
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author | Paioni, Paolo Jäggi, Vera F. Tilen, Romy Seiler, Michelle Baumann, Philipp Bräm, Dominic S. Jetzer, Carole Haid, Robin T. U. Goetschi, Aljoscha N. Goers, Roland Müller, Daniel Coman Schmid, Diana Meyer zu Schwabedissen, Henriette E. Rinn, Bernd Berger, Christoph Krämer, Stefanie D. |
author_facet | Paioni, Paolo Jäggi, Vera F. Tilen, Romy Seiler, Michelle Baumann, Philipp Bräm, Dominic S. Jetzer, Carole Haid, Robin T. U. Goetschi, Aljoscha N. Goers, Roland Müller, Daniel Coman Schmid, Diana Meyer zu Schwabedissen, Henriette E. Rinn, Bernd Berger, Christoph Krämer, Stefanie D. |
author_sort | Paioni, Paolo |
collection | PubMed |
description | The aminoglycoside gentamicin is used for the empirical treatment of pediatric infections. It has a narrow therapeutic window. In this prospective study at University Children’s Hospital Zurich, Switzerland, we aimed to characterize the pharmacokinetics of gentamicin in pediatric patients and predict plasma concentrations at typical recommended doses. We recruited 109 patients aged from 1 day to 14 years, receiving gentamicin (7.5 mg/kg at age ≥ 7 d or 5 mg/kg). Plasma levels were determined 30 min, 4 h and 24 h after the infusion was stopped and then transferred, together with patient data, to the secure BioMedIT node Leonhard Med. Population pharmacokinetic modeling was performed with the open-source R package saemix on the SwissPK(cdw) platform in Leonhard Med. Data followed a two-compartment model. Bodyweight, plasma creatinine and urea were identified as covariates for clearance, with bodyweight as a covariate for central and peripheral volumes of distribution. Simulations with 7.5 mg/kg revealed a 95% CI of 13.0–21.2 mg/L plasma concentration at 30 min after the stopping of a 30-min infusion. At 24 h, 95% of simulated plasma levels were <1.8 mg/L. Our study revealed that the recommended dosing is appropriate. It showed that population pharmacokinetic modeling using R provides high flexibility in a secure environment. |
format | Online Article Text |
id | pubmed-8541459 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85414592021-10-24 Gentamicin Population Pharmacokinetics in Pediatric Patients—A Prospective Study with Data Analysis Using the saemix Package in R Paioni, Paolo Jäggi, Vera F. Tilen, Romy Seiler, Michelle Baumann, Philipp Bräm, Dominic S. Jetzer, Carole Haid, Robin T. U. Goetschi, Aljoscha N. Goers, Roland Müller, Daniel Coman Schmid, Diana Meyer zu Schwabedissen, Henriette E. Rinn, Bernd Berger, Christoph Krämer, Stefanie D. Pharmaceutics Article The aminoglycoside gentamicin is used for the empirical treatment of pediatric infections. It has a narrow therapeutic window. In this prospective study at University Children’s Hospital Zurich, Switzerland, we aimed to characterize the pharmacokinetics of gentamicin in pediatric patients and predict plasma concentrations at typical recommended doses. We recruited 109 patients aged from 1 day to 14 years, receiving gentamicin (7.5 mg/kg at age ≥ 7 d or 5 mg/kg). Plasma levels were determined 30 min, 4 h and 24 h after the infusion was stopped and then transferred, together with patient data, to the secure BioMedIT node Leonhard Med. Population pharmacokinetic modeling was performed with the open-source R package saemix on the SwissPK(cdw) platform in Leonhard Med. Data followed a two-compartment model. Bodyweight, plasma creatinine and urea were identified as covariates for clearance, with bodyweight as a covariate for central and peripheral volumes of distribution. Simulations with 7.5 mg/kg revealed a 95% CI of 13.0–21.2 mg/L plasma concentration at 30 min after the stopping of a 30-min infusion. At 24 h, 95% of simulated plasma levels were <1.8 mg/L. Our study revealed that the recommended dosing is appropriate. It showed that population pharmacokinetic modeling using R provides high flexibility in a secure environment. MDPI 2021-10-01 /pmc/articles/PMC8541459/ /pubmed/34683889 http://dx.doi.org/10.3390/pharmaceutics13101596 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Paioni, Paolo Jäggi, Vera F. Tilen, Romy Seiler, Michelle Baumann, Philipp Bräm, Dominic S. Jetzer, Carole Haid, Robin T. U. Goetschi, Aljoscha N. Goers, Roland Müller, Daniel Coman Schmid, Diana Meyer zu Schwabedissen, Henriette E. Rinn, Bernd Berger, Christoph Krämer, Stefanie D. Gentamicin Population Pharmacokinetics in Pediatric Patients—A Prospective Study with Data Analysis Using the saemix Package in R |
title | Gentamicin Population Pharmacokinetics in Pediatric Patients—A Prospective Study with Data Analysis Using the saemix Package in R |
title_full | Gentamicin Population Pharmacokinetics in Pediatric Patients—A Prospective Study with Data Analysis Using the saemix Package in R |
title_fullStr | Gentamicin Population Pharmacokinetics in Pediatric Patients—A Prospective Study with Data Analysis Using the saemix Package in R |
title_full_unstemmed | Gentamicin Population Pharmacokinetics in Pediatric Patients—A Prospective Study with Data Analysis Using the saemix Package in R |
title_short | Gentamicin Population Pharmacokinetics in Pediatric Patients—A Prospective Study with Data Analysis Using the saemix Package in R |
title_sort | gentamicin population pharmacokinetics in pediatric patients—a prospective study with data analysis using the saemix package in r |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8541459/ https://www.ncbi.nlm.nih.gov/pubmed/34683889 http://dx.doi.org/10.3390/pharmaceutics13101596 |
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