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Precision Dosing of Doxapram in Preterm Infants Using Continuous Pharmacodynamic Data and Model-Based Pharmacokinetics: An Illustrative Case Series

INTRODUCTION: Current drug dosing in preterm infants is standardized, mostly based on bodyweight. Still, covariates such as gestational and postnatal age may importantly alter pharmacokinetics and pharmacodynamics. Evaluation of drug therapy in these patients is very difficult because objective phar...

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Autores principales: Poppe, Jarinda A., van Weteringen, Willem, Sebek, Lotte L. G., Knibbe, Catherijne A. J., Reiss, Irwin K. M., Simons, Sinno H. P., Flint, Robert B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236770/
https://www.ncbi.nlm.nih.gov/pubmed/32477133
http://dx.doi.org/10.3389/fphar.2020.00665
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author Poppe, Jarinda A.
van Weteringen, Willem
Sebek, Lotte L. G.
Knibbe, Catherijne A. J.
Reiss, Irwin K. M.
Simons, Sinno H. P.
Flint, Robert B.
author_facet Poppe, Jarinda A.
van Weteringen, Willem
Sebek, Lotte L. G.
Knibbe, Catherijne A. J.
Reiss, Irwin K. M.
Simons, Sinno H. P.
Flint, Robert B.
author_sort Poppe, Jarinda A.
collection PubMed
description INTRODUCTION: Current drug dosing in preterm infants is standardized, mostly based on bodyweight. Still, covariates such as gestational and postnatal age may importantly alter pharmacokinetics and pharmacodynamics. Evaluation of drug therapy in these patients is very difficult because objective pharmacodynamic parameters are generally lacking. By integrating continuous physiological data with model-based drug exposure and data on adverse drug reactions (ADRs), we aimed to show the potential benefit for optimized individual pharmacotherapy. MATERIALS AND METHODS: Continuous data on oxygen saturation (SpO(2)), fraction of inspired oxygen (FiO(2)) and composite parameters, including the SpO(2)/FiO(2) ratio and the cumulative oxygen shortage under the 89% SpO(2) limit, served as indicators for doxapram effectiveness. We analyzed these continuous effect data, integrated with doxapram exposure and ADR parameters, obtained in preterm infants around the start of doxapram therapy. The exposures to doxapram and the active metabolite keto-doxapram were simulated using a population pharmacokinetic model. Infants were selected and retrospectively compared on the indication to start doxapram, the first response to doxapram, a potential dose-response relationship, and the administered dosage over time. Recommendations were made for individual improvements of therapy. RESULTS: We provide eight cases of continuous doxapram administration that illustrate a correct and incorrect indication to start doxapram, responders and non-responders to therapy, and unnecessary over-exposure with ADRs. Recommendations for improvement of therapy include: objective evaluation of added effect of doxapram after start, prevention of overdosing by earlier down-titration or termination of therapy, and the prevention of hypoxia and agitation by measuring specific parameters at strategical time-points. CONCLUSION: Real-time and non-invasive effect monitoring of drug therapy combined with model-based exposure provides relevant information to clinicians and can importantly improve therapy. The variability between and within patients emphasizes the importance of individual, objective evaluation of pharmacotherapy. These measurements, together with data on ADRs, allow for precision medicine in neonatology that should be brought to the bedside.
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spelling pubmed-72367702020-05-29 Precision Dosing of Doxapram in Preterm Infants Using Continuous Pharmacodynamic Data and Model-Based Pharmacokinetics: An Illustrative Case Series Poppe, Jarinda A. van Weteringen, Willem Sebek, Lotte L. G. Knibbe, Catherijne A. J. Reiss, Irwin K. M. Simons, Sinno H. P. Flint, Robert B. Front Pharmacol Pharmacology INTRODUCTION: Current drug dosing in preterm infants is standardized, mostly based on bodyweight. Still, covariates such as gestational and postnatal age may importantly alter pharmacokinetics and pharmacodynamics. Evaluation of drug therapy in these patients is very difficult because objective pharmacodynamic parameters are generally lacking. By integrating continuous physiological data with model-based drug exposure and data on adverse drug reactions (ADRs), we aimed to show the potential benefit for optimized individual pharmacotherapy. MATERIALS AND METHODS: Continuous data on oxygen saturation (SpO(2)), fraction of inspired oxygen (FiO(2)) and composite parameters, including the SpO(2)/FiO(2) ratio and the cumulative oxygen shortage under the 89% SpO(2) limit, served as indicators for doxapram effectiveness. We analyzed these continuous effect data, integrated with doxapram exposure and ADR parameters, obtained in preterm infants around the start of doxapram therapy. The exposures to doxapram and the active metabolite keto-doxapram were simulated using a population pharmacokinetic model. Infants were selected and retrospectively compared on the indication to start doxapram, the first response to doxapram, a potential dose-response relationship, and the administered dosage over time. Recommendations were made for individual improvements of therapy. RESULTS: We provide eight cases of continuous doxapram administration that illustrate a correct and incorrect indication to start doxapram, responders and non-responders to therapy, and unnecessary over-exposure with ADRs. Recommendations for improvement of therapy include: objective evaluation of added effect of doxapram after start, prevention of overdosing by earlier down-titration or termination of therapy, and the prevention of hypoxia and agitation by measuring specific parameters at strategical time-points. CONCLUSION: Real-time and non-invasive effect monitoring of drug therapy combined with model-based exposure provides relevant information to clinicians and can importantly improve therapy. The variability between and within patients emphasizes the importance of individual, objective evaluation of pharmacotherapy. These measurements, together with data on ADRs, allow for precision medicine in neonatology that should be brought to the bedside. Frontiers Media S.A. 2020-05-12 /pmc/articles/PMC7236770/ /pubmed/32477133 http://dx.doi.org/10.3389/fphar.2020.00665 Text en Copyright © 2020 Poppe, van Weteringen, Sebek, Knibbe, Reiss, Simons and Flint http://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 Pharmacology
Poppe, Jarinda A.
van Weteringen, Willem
Sebek, Lotte L. G.
Knibbe, Catherijne A. J.
Reiss, Irwin K. M.
Simons, Sinno H. P.
Flint, Robert B.
Precision Dosing of Doxapram in Preterm Infants Using Continuous Pharmacodynamic Data and Model-Based Pharmacokinetics: An Illustrative Case Series
title Precision Dosing of Doxapram in Preterm Infants Using Continuous Pharmacodynamic Data and Model-Based Pharmacokinetics: An Illustrative Case Series
title_full Precision Dosing of Doxapram in Preterm Infants Using Continuous Pharmacodynamic Data and Model-Based Pharmacokinetics: An Illustrative Case Series
title_fullStr Precision Dosing of Doxapram in Preterm Infants Using Continuous Pharmacodynamic Data and Model-Based Pharmacokinetics: An Illustrative Case Series
title_full_unstemmed Precision Dosing of Doxapram in Preterm Infants Using Continuous Pharmacodynamic Data and Model-Based Pharmacokinetics: An Illustrative Case Series
title_short Precision Dosing of Doxapram in Preterm Infants Using Continuous Pharmacodynamic Data and Model-Based Pharmacokinetics: An Illustrative Case Series
title_sort precision dosing of doxapram in preterm infants using continuous pharmacodynamic data and model-based pharmacokinetics: an illustrative case series
topic Pharmacology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7236770/
https://www.ncbi.nlm.nih.gov/pubmed/32477133
http://dx.doi.org/10.3389/fphar.2020.00665
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