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Population Pharmacokinetic–Pharmacodynamic Modeling and Probability of Target Attainment Analysis of Rocuronium and Sugammadex in Children Undergoing Surgery
BACKGROUND AND OBJECTIVES: Probability of target attainment (PTA) curves are commonly used to support dose recommendations of antibiotics for different patient groups. In this study we propose PTA analysis to optimize sugammadex dosing in children. METHODS: This study involved data from an observati...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer International Publishing
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9823043/ https://www.ncbi.nlm.nih.gov/pubmed/36477706 http://dx.doi.org/10.1007/s13318-022-00809-1 |
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author | Grześkowiak, Małgorzata Bienert, Agnieszka Wiczling, Paweł Malec, Mirosław Grzelak, Joanna Jarosz, Konrad Ber, Justyna Książkiewicz, Michał Rosada-Kurasińska, Jowita Grześkowiak, Edmund Bartkowska-Śniatkowska, Alicja |
author_facet | Grześkowiak, Małgorzata Bienert, Agnieszka Wiczling, Paweł Malec, Mirosław Grzelak, Joanna Jarosz, Konrad Ber, Justyna Książkiewicz, Michał Rosada-Kurasińska, Jowita Grześkowiak, Edmund Bartkowska-Śniatkowska, Alicja |
author_sort | Grześkowiak, Małgorzata |
collection | PubMed |
description | BACKGROUND AND OBJECTIVES: Probability of target attainment (PTA) curves are commonly used to support dose recommendations of antibiotics for different patient groups. In this study we propose PTA analysis to optimize sugammadex dosing in children. METHODS: This study involved data from an observational cohort study of 30 American Society of Anesthesiologists (ASA) Physical Status I and II children undergoing surgery requiring muscle relaxation. All patients received 0.6 mg/kg rocuronium, with sugammadex administered at the end of surgery in three different doses (0.5, 1.0, and 2.0 mg/kg) to reverse the neuromuscular blockade. RESULTS: The data were analyzed using a population Bayesian-based approach. The developed model was used to simulate pharmacokinetic–pharmacodynamic profiles for different patient groups and dosing regimens before the PTA analysis was performed to translate these simulations into a clinically useful measure. The target was defined as neuromuscular blockade reversal measured by Train-of-Four (TOF ratio > 90%) at 1.5, 3, and 5 min post sugammadex dose. The sugammadex doses leading to 90% PTA were determined for different patients’ body weights, rocuronium doses, and time gaps between rocuronium and sugammadex administration assuming the model, priors, and gathered data. For comparison, PTA curves for a range of clinical scenarios are provided to illustrate the usefulness of PTA analysis in selecting the appropriate dose for a given patient. CONCLUSIONS: The proposed PTA analysis is useful to support the sugammadex dose selection in different clinical scenarios. TRIAL REGISTRATION: The study was registered by ClinicalTrials.gov under number NCT04851574 on 21 April 2021. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13318-022-00809-1. |
format | Online Article Text |
id | pubmed-9823043 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer International Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-98230432023-01-08 Population Pharmacokinetic–Pharmacodynamic Modeling and Probability of Target Attainment Analysis of Rocuronium and Sugammadex in Children Undergoing Surgery Grześkowiak, Małgorzata Bienert, Agnieszka Wiczling, Paweł Malec, Mirosław Grzelak, Joanna Jarosz, Konrad Ber, Justyna Książkiewicz, Michał Rosada-Kurasińska, Jowita Grześkowiak, Edmund Bartkowska-Śniatkowska, Alicja Eur J Drug Metab Pharmacokinet Original Research Article BACKGROUND AND OBJECTIVES: Probability of target attainment (PTA) curves are commonly used to support dose recommendations of antibiotics for different patient groups. In this study we propose PTA analysis to optimize sugammadex dosing in children. METHODS: This study involved data from an observational cohort study of 30 American Society of Anesthesiologists (ASA) Physical Status I and II children undergoing surgery requiring muscle relaxation. All patients received 0.6 mg/kg rocuronium, with sugammadex administered at the end of surgery in three different doses (0.5, 1.0, and 2.0 mg/kg) to reverse the neuromuscular blockade. RESULTS: The data were analyzed using a population Bayesian-based approach. The developed model was used to simulate pharmacokinetic–pharmacodynamic profiles for different patient groups and dosing regimens before the PTA analysis was performed to translate these simulations into a clinically useful measure. The target was defined as neuromuscular blockade reversal measured by Train-of-Four (TOF ratio > 90%) at 1.5, 3, and 5 min post sugammadex dose. The sugammadex doses leading to 90% PTA were determined for different patients’ body weights, rocuronium doses, and time gaps between rocuronium and sugammadex administration assuming the model, priors, and gathered data. For comparison, PTA curves for a range of clinical scenarios are provided to illustrate the usefulness of PTA analysis in selecting the appropriate dose for a given patient. CONCLUSIONS: The proposed PTA analysis is useful to support the sugammadex dose selection in different clinical scenarios. TRIAL REGISTRATION: The study was registered by ClinicalTrials.gov under number NCT04851574 on 21 April 2021. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1007/s13318-022-00809-1. Springer International Publishing 2022-12-08 2023 /pmc/articles/PMC9823043/ /pubmed/36477706 http://dx.doi.org/10.1007/s13318-022-00809-1 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 Grześkowiak, Małgorzata Bienert, Agnieszka Wiczling, Paweł Malec, Mirosław Grzelak, Joanna Jarosz, Konrad Ber, Justyna Książkiewicz, Michał Rosada-Kurasińska, Jowita Grześkowiak, Edmund Bartkowska-Śniatkowska, Alicja Population Pharmacokinetic–Pharmacodynamic Modeling and Probability of Target Attainment Analysis of Rocuronium and Sugammadex in Children Undergoing Surgery |
title | Population Pharmacokinetic–Pharmacodynamic Modeling and Probability of Target Attainment Analysis of Rocuronium and Sugammadex in Children Undergoing Surgery |
title_full | Population Pharmacokinetic–Pharmacodynamic Modeling and Probability of Target Attainment Analysis of Rocuronium and Sugammadex in Children Undergoing Surgery |
title_fullStr | Population Pharmacokinetic–Pharmacodynamic Modeling and Probability of Target Attainment Analysis of Rocuronium and Sugammadex in Children Undergoing Surgery |
title_full_unstemmed | Population Pharmacokinetic–Pharmacodynamic Modeling and Probability of Target Attainment Analysis of Rocuronium and Sugammadex in Children Undergoing Surgery |
title_short | Population Pharmacokinetic–Pharmacodynamic Modeling and Probability of Target Attainment Analysis of Rocuronium and Sugammadex in Children Undergoing Surgery |
title_sort | population pharmacokinetic–pharmacodynamic modeling and probability of target attainment analysis of rocuronium and sugammadex in children undergoing surgery |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9823043/ https://www.ncbi.nlm.nih.gov/pubmed/36477706 http://dx.doi.org/10.1007/s13318-022-00809-1 |
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