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Can First-Dose Therapeutic Drug Monitoring Predict the Steady State Area Under the Blood Concentration-Time Curve of Busulfan in Pediatric Patients Undergoing Hematopoietic Stem Cell Transplantation?
Busulfan has high intra-individual variability and possible time-dependent changes in clearance, which complicates therapeutic drug monitoring (TDM), as first dose sampling may not predict the steady state concentrations. In this study, we aimed to use Bayesian pharmacokinetic parameters estimated f...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9021690/ https://www.ncbi.nlm.nih.gov/pubmed/35463912 http://dx.doi.org/10.3389/fped.2022.834773 |
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author | Alsultan, Abdullah Albassam, Ahmed A. Alturki, Abdullah Alsultan, Abdulrahman Essa, Mohammed Almuzzaini, Bader Alfadhel, Salman |
author_facet | Alsultan, Abdullah Albassam, Ahmed A. Alturki, Abdullah Alsultan, Abdulrahman Essa, Mohammed Almuzzaini, Bader Alfadhel, Salman |
author_sort | Alsultan, Abdullah |
collection | PubMed |
description | Busulfan has high intra-individual variability and possible time-dependent changes in clearance, which complicates therapeutic drug monitoring (TDM), as first dose sampling may not predict the steady state concentrations. In this study, we aimed to use Bayesian pharmacokinetic parameters estimated from the first dose to predict the steady state AUC for busulfan. This observational study was conducted among pediatric patients at King Abdullah Specialist Children’s Hospital. From each patient, we collected six blood samples (2, 2.25, 2.5, 3, 4, and 6 h after the start of IV infusion of the first dose). A subset of patients were also sampled at the steady state. First, we modeled the data using only the first dose. The model was used to estimate the empirical Bayesian estimates of clearance for each individual patient, then we used the empirical Bayesian estimates of clearance to predict the AUC(0–tau) at steady state (i.e., predicted AUC(0–tau)). Steady state AUC(0–tau) was also calculated for patients sampled at steady state using the trapezoidal method using raw time concentration data; this was considered the reference AUC(0–tau.). Then, we compared the AUC(0–tau) predicted using the Bayesian approach with the reference AUC(0–tau) values. We calculated bias and precision to assess predictability. In total we had 33 patients sampled after first dose and at steady state. Using the Bayesian approach to predict the AUC(0–tau), bias was −2.8% and precision was 33%. This indicates that first dose concentrations cannot accurately predict steady state busulfan concentrations; therefore, follow-up TDM may be required for optimal dosing. |
format | Online Article Text |
id | pubmed-9021690 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90216902022-04-22 Can First-Dose Therapeutic Drug Monitoring Predict the Steady State Area Under the Blood Concentration-Time Curve of Busulfan in Pediatric Patients Undergoing Hematopoietic Stem Cell Transplantation? Alsultan, Abdullah Albassam, Ahmed A. Alturki, Abdullah Alsultan, Abdulrahman Essa, Mohammed Almuzzaini, Bader Alfadhel, Salman Front Pediatr Pediatrics Busulfan has high intra-individual variability and possible time-dependent changes in clearance, which complicates therapeutic drug monitoring (TDM), as first dose sampling may not predict the steady state concentrations. In this study, we aimed to use Bayesian pharmacokinetic parameters estimated from the first dose to predict the steady state AUC for busulfan. This observational study was conducted among pediatric patients at King Abdullah Specialist Children’s Hospital. From each patient, we collected six blood samples (2, 2.25, 2.5, 3, 4, and 6 h after the start of IV infusion of the first dose). A subset of patients were also sampled at the steady state. First, we modeled the data using only the first dose. The model was used to estimate the empirical Bayesian estimates of clearance for each individual patient, then we used the empirical Bayesian estimates of clearance to predict the AUC(0–tau) at steady state (i.e., predicted AUC(0–tau)). Steady state AUC(0–tau) was also calculated for patients sampled at steady state using the trapezoidal method using raw time concentration data; this was considered the reference AUC(0–tau.). Then, we compared the AUC(0–tau) predicted using the Bayesian approach with the reference AUC(0–tau) values. We calculated bias and precision to assess predictability. In total we had 33 patients sampled after first dose and at steady state. Using the Bayesian approach to predict the AUC(0–tau), bias was −2.8% and precision was 33%. This indicates that first dose concentrations cannot accurately predict steady state busulfan concentrations; therefore, follow-up TDM may be required for optimal dosing. Frontiers Media S.A. 2022-04-07 /pmc/articles/PMC9021690/ /pubmed/35463912 http://dx.doi.org/10.3389/fped.2022.834773 Text en Copyright © 2022 Alsultan, Albassam, Alturki, Alsultan, Essa, Almuzzaini and Alfadhel. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Pediatrics Alsultan, Abdullah Albassam, Ahmed A. Alturki, Abdullah Alsultan, Abdulrahman Essa, Mohammed Almuzzaini, Bader Alfadhel, Salman Can First-Dose Therapeutic Drug Monitoring Predict the Steady State Area Under the Blood Concentration-Time Curve of Busulfan in Pediatric Patients Undergoing Hematopoietic Stem Cell Transplantation? |
title | Can First-Dose Therapeutic Drug Monitoring Predict the Steady State Area Under the Blood Concentration-Time Curve of Busulfan in Pediatric Patients Undergoing Hematopoietic Stem Cell Transplantation? |
title_full | Can First-Dose Therapeutic Drug Monitoring Predict the Steady State Area Under the Blood Concentration-Time Curve of Busulfan in Pediatric Patients Undergoing Hematopoietic Stem Cell Transplantation? |
title_fullStr | Can First-Dose Therapeutic Drug Monitoring Predict the Steady State Area Under the Blood Concentration-Time Curve of Busulfan in Pediatric Patients Undergoing Hematopoietic Stem Cell Transplantation? |
title_full_unstemmed | Can First-Dose Therapeutic Drug Monitoring Predict the Steady State Area Under the Blood Concentration-Time Curve of Busulfan in Pediatric Patients Undergoing Hematopoietic Stem Cell Transplantation? |
title_short | Can First-Dose Therapeutic Drug Monitoring Predict the Steady State Area Under the Blood Concentration-Time Curve of Busulfan in Pediatric Patients Undergoing Hematopoietic Stem Cell Transplantation? |
title_sort | can first-dose therapeutic drug monitoring predict the steady state area under the blood concentration-time curve of busulfan in pediatric patients undergoing hematopoietic stem cell transplantation? |
topic | Pediatrics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9021690/ https://www.ncbi.nlm.nih.gov/pubmed/35463912 http://dx.doi.org/10.3389/fped.2022.834773 |
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