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An Integrated Dialysis Pharmacometric (IDP) Model to Evaluate the Pharmacokinetics in Patients Undergoing Renal Replacement Therapy

PURPOSE: Clearance via renal replacement therapy (RRT) can significantly alter the pharmacokinetic profile of drugs. The aim of this study was (i) to improve the use of clinical trial data and (ii) to provide a model that allows quantification of all aspects of drug elimination via RRT including ads...

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Autores principales: Broeker, Astrid, Vossen, Matthias G., Thalhammer, Florian, Wallis, Steven C., Lipman, Jeffrey, Roberts, Jason A., Wicha, Sebastian G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer US 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7225193/
https://www.ncbi.nlm.nih.gov/pubmed/32409892
http://dx.doi.org/10.1007/s11095-020-02832-w
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author Broeker, Astrid
Vossen, Matthias G.
Thalhammer, Florian
Wallis, Steven C.
Lipman, Jeffrey
Roberts, Jason A.
Wicha, Sebastian G.
author_facet Broeker, Astrid
Vossen, Matthias G.
Thalhammer, Florian
Wallis, Steven C.
Lipman, Jeffrey
Roberts, Jason A.
Wicha, Sebastian G.
author_sort Broeker, Astrid
collection PubMed
description PURPOSE: Clearance via renal replacement therapy (RRT) can significantly alter the pharmacokinetic profile of drugs. The aim of this study was (i) to improve the use of clinical trial data and (ii) to provide a model that allows quantification of all aspects of drug elimination via RRT including adsorption to dialysis membranes and/or degradation of the drug in the dialysate. METHODS: An integrated dialysis pharmacometric (IDP) model was developed to simultaneously incorporate all available RRT information. The sensitivity, accuracy and precision of the IDP model was compared to conventional approaches in clinical trial simulations and applied to clinical datasets of teicoplanin and doripenem. RESULTS: The IDP model was more accurate, precise and sensitive than conventional plasma-concentration-based approaches when estimating the clearance(RRT) (relative bias <1%). In contrast to conventional approaches, adsorption and degradation were quantifiable using the IDP model (relative bias: −1.1% and − 1.9%, respectively). Applied to clinical data, clearance(RRT), drug degradation (effluent-half-life(doripenem): 13.5 h(−1)) and adsorption (polysulphone adsorption capacity(teicoplanin): 31.2 mg) were assessed. CONCLUSION: The IDP model allows accurate, precise and sensitive characterization of clearance(RRT), adsorption and degradation. Successful quantification of all aspects of clearance(RRT) in clinical data demonstrated the benefit of the IDP model as compared to conventional approaches. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s11095-020-02832-w) contains supplementary material, which is available to authorized users.
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spelling pubmed-72251932020-05-15 An Integrated Dialysis Pharmacometric (IDP) Model to Evaluate the Pharmacokinetics in Patients Undergoing Renal Replacement Therapy Broeker, Astrid Vossen, Matthias G. Thalhammer, Florian Wallis, Steven C. Lipman, Jeffrey Roberts, Jason A. Wicha, Sebastian G. Pharm Res Research Paper PURPOSE: Clearance via renal replacement therapy (RRT) can significantly alter the pharmacokinetic profile of drugs. The aim of this study was (i) to improve the use of clinical trial data and (ii) to provide a model that allows quantification of all aspects of drug elimination via RRT including adsorption to dialysis membranes and/or degradation of the drug in the dialysate. METHODS: An integrated dialysis pharmacometric (IDP) model was developed to simultaneously incorporate all available RRT information. The sensitivity, accuracy and precision of the IDP model was compared to conventional approaches in clinical trial simulations and applied to clinical datasets of teicoplanin and doripenem. RESULTS: The IDP model was more accurate, precise and sensitive than conventional plasma-concentration-based approaches when estimating the clearance(RRT) (relative bias <1%). In contrast to conventional approaches, adsorption and degradation were quantifiable using the IDP model (relative bias: −1.1% and − 1.9%, respectively). Applied to clinical data, clearance(RRT), drug degradation (effluent-half-life(doripenem): 13.5 h(−1)) and adsorption (polysulphone adsorption capacity(teicoplanin): 31.2 mg) were assessed. CONCLUSION: The IDP model allows accurate, precise and sensitive characterization of clearance(RRT), adsorption and degradation. Successful quantification of all aspects of clearance(RRT) in clinical data demonstrated the benefit of the IDP model as compared to conventional approaches. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (10.1007/s11095-020-02832-w) contains supplementary material, which is available to authorized users. Springer US 2020-05-14 2020 /pmc/articles/PMC7225193/ /pubmed/32409892 http://dx.doi.org/10.1007/s11095-020-02832-w Text en © The Author(s) 2020 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits 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/4.0/.
spellingShingle Research Paper
Broeker, Astrid
Vossen, Matthias G.
Thalhammer, Florian
Wallis, Steven C.
Lipman, Jeffrey
Roberts, Jason A.
Wicha, Sebastian G.
An Integrated Dialysis Pharmacometric (IDP) Model to Evaluate the Pharmacokinetics in Patients Undergoing Renal Replacement Therapy
title An Integrated Dialysis Pharmacometric (IDP) Model to Evaluate the Pharmacokinetics in Patients Undergoing Renal Replacement Therapy
title_full An Integrated Dialysis Pharmacometric (IDP) Model to Evaluate the Pharmacokinetics in Patients Undergoing Renal Replacement Therapy
title_fullStr An Integrated Dialysis Pharmacometric (IDP) Model to Evaluate the Pharmacokinetics in Patients Undergoing Renal Replacement Therapy
title_full_unstemmed An Integrated Dialysis Pharmacometric (IDP) Model to Evaluate the Pharmacokinetics in Patients Undergoing Renal Replacement Therapy
title_short An Integrated Dialysis Pharmacometric (IDP) Model to Evaluate the Pharmacokinetics in Patients Undergoing Renal Replacement Therapy
title_sort integrated dialysis pharmacometric (idp) model to evaluate the pharmacokinetics in patients undergoing renal replacement therapy
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7225193/
https://www.ncbi.nlm.nih.gov/pubmed/32409892
http://dx.doi.org/10.1007/s11095-020-02832-w
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