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An exploration on retro-construction of plasma drug concentration-time curves from corresponding urine excretion data and single-point plasma concentrations using a simplified and idealized method
BACKGROUND: Despite the availability of various tools of modeling and simulation, clinical pediatric pharmacokinetic (PK) studies remain far less efficient than those on adults due to ethical constraints. One of the optimal solutions is to substitute urine to blood sampling based on explicit mathema...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AME Publishing Company
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10248928/ https://www.ncbi.nlm.nih.gov/pubmed/37305729 http://dx.doi.org/10.21037/tp-22-505 |
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author | Li, Guanglu Zhang, Wenpeng Zhang, Meng Xu, Jiamin Zhu, Guanghua Li, Jinglai Luo, Huan Zhuang, Xiaomei Wang, Quanjun Zhang, Tianhong |
author_facet | Li, Guanglu Zhang, Wenpeng Zhang, Meng Xu, Jiamin Zhu, Guanghua Li, Jinglai Luo, Huan Zhuang, Xiaomei Wang, Quanjun Zhang, Tianhong |
author_sort | Li, Guanglu |
collection | PubMed |
description | BACKGROUND: Despite the availability of various tools of modeling and simulation, clinical pediatric pharmacokinetic (PK) studies remain far less efficient than those on adults due to ethical constraints. One of the optimal solutions is to substitute urine to blood sampling based on explicit mathematic relationships between them. However, this idea is limited by three main knowledge gaps associated with urine data, i.e., complicated excretion equations with excessive parameters, insufficient frequency that is hard to fit, and the mere expression of amounts with no in vivo distribution volume information involved. METHODS: To overcome these obstacles, we sacrificed the precision from mechanistic PK models with complex excretion equations to expediency of compartmental model in which a constant k(e) is used to cover all the internal parameters. And the total cumulative amounts of urinary drug excretion [Formula: see text] were estimated and introduced to the excretion equation so that urine data were likely to be fitted using a semi-log-terminal linear regression method. In addition, urinary excretion clearance (CL(r)) could be calculated by single point plasma data to anchor the plasma concentration-time (C-t) curve based on the assumption that CL(r) was kept constant throughout the PK process. RESULTS: After sensitivity analysis of two subjective judgements (the selection of the compartmental model and the selection of plasma time point to calculate CL(r)), the performance of the optimized models was assessed using desloratadine or busulfan as model drugs in a variety of PK scenarios, from i.v. bolus/infusion to p.o. administration, from a single dose to multiple doses, and from rats to children. The fitting plasma drug concentrations of the optimal model were close to the observed value. Meanwhile, the drawbacks inherent to the simplified and idealized modeling strategy were fully identified. CONCLUSIONS: The method proposed by this tentative proof-of-principle study was able to deliver acceptable plasma exposure curves and shed light on the future refinements. |
format | Online Article Text |
id | pubmed-10248928 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | AME Publishing Company |
record_format | MEDLINE/PubMed |
spelling | pubmed-102489282023-06-09 An exploration on retro-construction of plasma drug concentration-time curves from corresponding urine excretion data and single-point plasma concentrations using a simplified and idealized method Li, Guanglu Zhang, Wenpeng Zhang, Meng Xu, Jiamin Zhu, Guanghua Li, Jinglai Luo, Huan Zhuang, Xiaomei Wang, Quanjun Zhang, Tianhong Transl Pediatr Original Article BACKGROUND: Despite the availability of various tools of modeling and simulation, clinical pediatric pharmacokinetic (PK) studies remain far less efficient than those on adults due to ethical constraints. One of the optimal solutions is to substitute urine to blood sampling based on explicit mathematic relationships between them. However, this idea is limited by three main knowledge gaps associated with urine data, i.e., complicated excretion equations with excessive parameters, insufficient frequency that is hard to fit, and the mere expression of amounts with no in vivo distribution volume information involved. METHODS: To overcome these obstacles, we sacrificed the precision from mechanistic PK models with complex excretion equations to expediency of compartmental model in which a constant k(e) is used to cover all the internal parameters. And the total cumulative amounts of urinary drug excretion [Formula: see text] were estimated and introduced to the excretion equation so that urine data were likely to be fitted using a semi-log-terminal linear regression method. In addition, urinary excretion clearance (CL(r)) could be calculated by single point plasma data to anchor the plasma concentration-time (C-t) curve based on the assumption that CL(r) was kept constant throughout the PK process. RESULTS: After sensitivity analysis of two subjective judgements (the selection of the compartmental model and the selection of plasma time point to calculate CL(r)), the performance of the optimized models was assessed using desloratadine or busulfan as model drugs in a variety of PK scenarios, from i.v. bolus/infusion to p.o. administration, from a single dose to multiple doses, and from rats to children. The fitting plasma drug concentrations of the optimal model were close to the observed value. Meanwhile, the drawbacks inherent to the simplified and idealized modeling strategy were fully identified. CONCLUSIONS: The method proposed by this tentative proof-of-principle study was able to deliver acceptable plasma exposure curves and shed light on the future refinements. AME Publishing Company 2023-04-20 2023-05-30 /pmc/articles/PMC10248928/ /pubmed/37305729 http://dx.doi.org/10.21037/tp-22-505 Text en 2023 Translational Pediatrics. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) . |
spellingShingle | Original Article Li, Guanglu Zhang, Wenpeng Zhang, Meng Xu, Jiamin Zhu, Guanghua Li, Jinglai Luo, Huan Zhuang, Xiaomei Wang, Quanjun Zhang, Tianhong An exploration on retro-construction of plasma drug concentration-time curves from corresponding urine excretion data and single-point plasma concentrations using a simplified and idealized method |
title | An exploration on retro-construction of plasma drug concentration-time curves from corresponding urine excretion data and single-point plasma concentrations using a simplified and idealized method |
title_full | An exploration on retro-construction of plasma drug concentration-time curves from corresponding urine excretion data and single-point plasma concentrations using a simplified and idealized method |
title_fullStr | An exploration on retro-construction of plasma drug concentration-time curves from corresponding urine excretion data and single-point plasma concentrations using a simplified and idealized method |
title_full_unstemmed | An exploration on retro-construction of plasma drug concentration-time curves from corresponding urine excretion data and single-point plasma concentrations using a simplified and idealized method |
title_short | An exploration on retro-construction of plasma drug concentration-time curves from corresponding urine excretion data and single-point plasma concentrations using a simplified and idealized method |
title_sort | exploration on retro-construction of plasma drug concentration-time curves from corresponding urine excretion data and single-point plasma concentrations using a simplified and idealized method |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10248928/ https://www.ncbi.nlm.nih.gov/pubmed/37305729 http://dx.doi.org/10.21037/tp-22-505 |
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