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Dose Schedule Optimization and the Pharmacokinetic Driver of Neutropenia
Toxicity often limits the utility of oncology drugs, and optimization of dose schedule represents one option for mitigation of this toxicity. Here we explore the schedule-dependency of neutropenia, a common dose-limiting toxicity. To this end, we analyze previously published mathematical models of n...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4215876/ https://www.ncbi.nlm.nih.gov/pubmed/25360756 http://dx.doi.org/10.1371/journal.pone.0109892 |
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author | Patel, Mayankbhai Palani, Santhosh Chakravarty, Arijit Yang, Johnny Shyu, Wen Chyi Mettetal, Jerome T. |
author_facet | Patel, Mayankbhai Palani, Santhosh Chakravarty, Arijit Yang, Johnny Shyu, Wen Chyi Mettetal, Jerome T. |
author_sort | Patel, Mayankbhai |
collection | PubMed |
description | Toxicity often limits the utility of oncology drugs, and optimization of dose schedule represents one option for mitigation of this toxicity. Here we explore the schedule-dependency of neutropenia, a common dose-limiting toxicity. To this end, we analyze previously published mathematical models of neutropenia to identify a pharmacokinetic (PK) predictor of the neutrophil nadir, and confirm this PK predictor in an in vivo experimental system. Specifically, we find total AUC and C(max) are poor predictors of the neutrophil nadir, while a PK measure based on the moving average of the drug concentration correlates highly with neutropenia. Further, we confirm this PK parameter for its ability to predict neutropenia in vivo following treatment with different doses and schedules. This work represents an attempt at mechanistically deriving a fundamental understanding of the underlying pharmacokinetic drivers of neutropenia, and provides insights that can be leveraged in a translational setting during schedule selection. |
format | Online Article Text |
id | pubmed-4215876 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-42158762014-11-05 Dose Schedule Optimization and the Pharmacokinetic Driver of Neutropenia Patel, Mayankbhai Palani, Santhosh Chakravarty, Arijit Yang, Johnny Shyu, Wen Chyi Mettetal, Jerome T. PLoS One Research Article Toxicity often limits the utility of oncology drugs, and optimization of dose schedule represents one option for mitigation of this toxicity. Here we explore the schedule-dependency of neutropenia, a common dose-limiting toxicity. To this end, we analyze previously published mathematical models of neutropenia to identify a pharmacokinetic (PK) predictor of the neutrophil nadir, and confirm this PK predictor in an in vivo experimental system. Specifically, we find total AUC and C(max) are poor predictors of the neutrophil nadir, while a PK measure based on the moving average of the drug concentration correlates highly with neutropenia. Further, we confirm this PK parameter for its ability to predict neutropenia in vivo following treatment with different doses and schedules. This work represents an attempt at mechanistically deriving a fundamental understanding of the underlying pharmacokinetic drivers of neutropenia, and provides insights that can be leveraged in a translational setting during schedule selection. Public Library of Science 2014-10-31 /pmc/articles/PMC4215876/ /pubmed/25360756 http://dx.doi.org/10.1371/journal.pone.0109892 Text en © 2014 Patel et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited. |
spellingShingle | Research Article Patel, Mayankbhai Palani, Santhosh Chakravarty, Arijit Yang, Johnny Shyu, Wen Chyi Mettetal, Jerome T. Dose Schedule Optimization and the Pharmacokinetic Driver of Neutropenia |
title | Dose Schedule Optimization and the Pharmacokinetic Driver of Neutropenia |
title_full | Dose Schedule Optimization and the Pharmacokinetic Driver of Neutropenia |
title_fullStr | Dose Schedule Optimization and the Pharmacokinetic Driver of Neutropenia |
title_full_unstemmed | Dose Schedule Optimization and the Pharmacokinetic Driver of Neutropenia |
title_short | Dose Schedule Optimization and the Pharmacokinetic Driver of Neutropenia |
title_sort | dose schedule optimization and the pharmacokinetic driver of neutropenia |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4215876/ https://www.ncbi.nlm.nih.gov/pubmed/25360756 http://dx.doi.org/10.1371/journal.pone.0109892 |
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