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Pharmacokinetic‐Pharmacodynamic Model of Neutropenia in Patients With Myeloma Receiving High‐Dose Melphalan for Autologous Stem Cell Transplant

High‐dose melphalan (HDM) is part of the conditioning regimen in patients with multiple myeloma (MM) receiving autologous stem cell transplantation (ASCT). However, individual sensitivity to melphalan varies, and many patients experience severe toxicities. Prolonged severe neutropenia is one of the...

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Autores principales: Cho, Yu Kyoung, Irby, Donald J., Li, Junan, Sborov, Douglas W., Mould, Diane R., Badawi, Mohamed, Dauki, Anees, Lamprecht, Misty, Rosko, Ashley E., Fernandez, Soledad, Hade, Erinn M., Hofmeister, Craig C., Poi, Ming, Phelps, Mitch A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263666/
https://www.ncbi.nlm.nih.gov/pubmed/30343510
http://dx.doi.org/10.1002/psp4.12345
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author Cho, Yu Kyoung
Irby, Donald J.
Li, Junan
Sborov, Douglas W.
Mould, Diane R.
Badawi, Mohamed
Dauki, Anees
Lamprecht, Misty
Rosko, Ashley E.
Fernandez, Soledad
Hade, Erinn M.
Hofmeister, Craig C.
Poi, Ming
Phelps, Mitch A.
author_facet Cho, Yu Kyoung
Irby, Donald J.
Li, Junan
Sborov, Douglas W.
Mould, Diane R.
Badawi, Mohamed
Dauki, Anees
Lamprecht, Misty
Rosko, Ashley E.
Fernandez, Soledad
Hade, Erinn M.
Hofmeister, Craig C.
Poi, Ming
Phelps, Mitch A.
author_sort Cho, Yu Kyoung
collection PubMed
description High‐dose melphalan (HDM) is part of the conditioning regimen in patients with multiple myeloma (MM) receiving autologous stem cell transplantation (ASCT). However, individual sensitivity to melphalan varies, and many patients experience severe toxicities. Prolonged severe neutropenia is one of the most severe toxicities and contributes to potentially life‐threatening infections and failure of ASCT. Granulocyte‐colony stimulating factor (G‐CSF) is given to stimulate neutrophil proliferation after melphalan administration. The aim of this study was to develop a population pharmacokinetic/pharmacodynamic (PK/PD) model capable of predicting neutrophil kinetics in individual patients with MM undergoing ASCT with high‐dose melphalan and G‐CSF administration. The extended PK/PD model incorporated several covariates, including G‐CSF regimen, stem cell dose, hematocrit, sex, creatinine clearance, p53 fold change, and race. The resulting model explained portions of interindividual variability in melphalan exposure, therapeutic effect, and feedback regulation of G‐CSF on neutrophils, thus enabling simulation of various doses and prediction of neutropenia duration.
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spelling pubmed-62636662018-12-05 Pharmacokinetic‐Pharmacodynamic Model of Neutropenia in Patients With Myeloma Receiving High‐Dose Melphalan for Autologous Stem Cell Transplant Cho, Yu Kyoung Irby, Donald J. Li, Junan Sborov, Douglas W. Mould, Diane R. Badawi, Mohamed Dauki, Anees Lamprecht, Misty Rosko, Ashley E. Fernandez, Soledad Hade, Erinn M. Hofmeister, Craig C. Poi, Ming Phelps, Mitch A. CPT Pharmacometrics Syst Pharmacol Research High‐dose melphalan (HDM) is part of the conditioning regimen in patients with multiple myeloma (MM) receiving autologous stem cell transplantation (ASCT). However, individual sensitivity to melphalan varies, and many patients experience severe toxicities. Prolonged severe neutropenia is one of the most severe toxicities and contributes to potentially life‐threatening infections and failure of ASCT. Granulocyte‐colony stimulating factor (G‐CSF) is given to stimulate neutrophil proliferation after melphalan administration. The aim of this study was to develop a population pharmacokinetic/pharmacodynamic (PK/PD) model capable of predicting neutrophil kinetics in individual patients with MM undergoing ASCT with high‐dose melphalan and G‐CSF administration. The extended PK/PD model incorporated several covariates, including G‐CSF regimen, stem cell dose, hematocrit, sex, creatinine clearance, p53 fold change, and race. The resulting model explained portions of interindividual variability in melphalan exposure, therapeutic effect, and feedback regulation of G‐CSF on neutrophils, thus enabling simulation of various doses and prediction of neutropenia duration. John Wiley and Sons Inc. 2018-10-20 2018-11 /pmc/articles/PMC6263666/ /pubmed/30343510 http://dx.doi.org/10.1002/psp4.12345 Text en © 2018 The Authors CPT: Pharmacometrics & Systems Pharmacology published by Wiley Periodicals, Inc. on behalf of the American Society for Clinical Pharmacology and Therapeutics. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research
Cho, Yu Kyoung
Irby, Donald J.
Li, Junan
Sborov, Douglas W.
Mould, Diane R.
Badawi, Mohamed
Dauki, Anees
Lamprecht, Misty
Rosko, Ashley E.
Fernandez, Soledad
Hade, Erinn M.
Hofmeister, Craig C.
Poi, Ming
Phelps, Mitch A.
Pharmacokinetic‐Pharmacodynamic Model of Neutropenia in Patients With Myeloma Receiving High‐Dose Melphalan for Autologous Stem Cell Transplant
title Pharmacokinetic‐Pharmacodynamic Model of Neutropenia in Patients With Myeloma Receiving High‐Dose Melphalan for Autologous Stem Cell Transplant
title_full Pharmacokinetic‐Pharmacodynamic Model of Neutropenia in Patients With Myeloma Receiving High‐Dose Melphalan for Autologous Stem Cell Transplant
title_fullStr Pharmacokinetic‐Pharmacodynamic Model of Neutropenia in Patients With Myeloma Receiving High‐Dose Melphalan for Autologous Stem Cell Transplant
title_full_unstemmed Pharmacokinetic‐Pharmacodynamic Model of Neutropenia in Patients With Myeloma Receiving High‐Dose Melphalan for Autologous Stem Cell Transplant
title_short Pharmacokinetic‐Pharmacodynamic Model of Neutropenia in Patients With Myeloma Receiving High‐Dose Melphalan for Autologous Stem Cell Transplant
title_sort pharmacokinetic‐pharmacodynamic model of neutropenia in patients with myeloma receiving high‐dose melphalan for autologous stem cell transplant
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6263666/
https://www.ncbi.nlm.nih.gov/pubmed/30343510
http://dx.doi.org/10.1002/psp4.12345
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