Cargando…
Evaluation of the performance of a prior tacrolimus population pharmacokinetic kidney transplant model among adult allogeneic hematopoietic stem cell transplant patients
ABSTRACT: Tacrolimus is a calcineurin inhibitor used to prevent acute graft versus host disease in adult patients receiving allogeneic hematopoietic stem cell transplantation (HCT). Previous population pharmacokinetic (PK) models have been developed in solid organ transplant, yet none exists for pat...
Autores principales: | , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8212733/ https://www.ncbi.nlm.nih.gov/pubmed/33502111 http://dx.doi.org/10.1111/cts.12956 |
_version_ | 1783709695321571328 |
---|---|
author | Zhu, Jing Campagne, Olivia Torrice, Chad D. Flynn, Gabrielle Miller, Jordan A. Patel, Tejendra Suzuki, Oscar Ptachcinski, Jonathan R. Armistead, Paul M. Wiltshire, Tim Mager, Donald E. Weiner, Daniel L. Crona, Daniel J. |
author_facet | Zhu, Jing Campagne, Olivia Torrice, Chad D. Flynn, Gabrielle Miller, Jordan A. Patel, Tejendra Suzuki, Oscar Ptachcinski, Jonathan R. Armistead, Paul M. Wiltshire, Tim Mager, Donald E. Weiner, Daniel L. Crona, Daniel J. |
author_sort | Zhu, Jing |
collection | PubMed |
description | ABSTRACT: Tacrolimus is a calcineurin inhibitor used to prevent acute graft versus host disease in adult patients receiving allogeneic hematopoietic stem cell transplantation (HCT). Previous population pharmacokinetic (PK) models have been developed in solid organ transplant, yet none exists for patients receiving HCT. The primary objectives of this study were to (1) use a previously published population PK model in adult patients who underwent kidney transplant and apply it to allogeneic HCT; (2) evaluate model‐predicted tacrolimus steady‐state trough concentrations and simulations in patients receiving HCT; and (3) evaluate covariates that affect tacrolimus PK in allogeneic HCT. A total of 252 adult patients receiving allogeneic HCT were included in the study. They received oral tacrolimus twice daily (0.03 mg/kg) starting 3 days prior to transplant. Data for these analyses included baseline clinical and demographic data, genotype data for single nucleotide polymorphisms in CYP3A4/5 and ABCB1, and the first tacrolimus steady‐state trough concentration. A dosing simulation strategy based on observed trough concentrations (rather than model‐based predictions) resulted in 12% more patients successfully achieving tacrolimus trough concentrations within the institutional target range (5–10 ng/ml). Stepwise covariate analyses identified HLA match and conditioning regimen (myeloablative vs. reduced intensity) as significant covariates. Ultimately, a previously published tacrolimus population PK model in kidney transplant provided a platform to help establish a model‐based dose adjustment strategy in patients receiving allogenic HCT, and identified HCT‐specific covariates to be considered for future prospective studies. STUDY HIGHLIGHTS: WHAT IS THE CURRENT KNOWLEDGE ON THE TOPIC? WHAT QUESTION DID THIS STUDY ADDRESS? WHAT DOES THIS STUDY ADD TO OUR KNOWLEDGE? HOW MIGHT THIS CHANGE CLINICAL PHARMACOLOGY OR TRANSLATIONAL SCIENCE? The M2 model fitting method and D2 dosing simulation method can be applied to other clinical pharmacology studies where only a single steady‐state trough concentration is available per patient in the presence of a previously published population PK model. |
format | Online Article Text |
id | pubmed-8212733 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-82127332021-06-25 Evaluation of the performance of a prior tacrolimus population pharmacokinetic kidney transplant model among adult allogeneic hematopoietic stem cell transplant patients Zhu, Jing Campagne, Olivia Torrice, Chad D. Flynn, Gabrielle Miller, Jordan A. Patel, Tejendra Suzuki, Oscar Ptachcinski, Jonathan R. Armistead, Paul M. Wiltshire, Tim Mager, Donald E. Weiner, Daniel L. Crona, Daniel J. Clin Transl Sci Research ABSTRACT: Tacrolimus is a calcineurin inhibitor used to prevent acute graft versus host disease in adult patients receiving allogeneic hematopoietic stem cell transplantation (HCT). Previous population pharmacokinetic (PK) models have been developed in solid organ transplant, yet none exists for patients receiving HCT. The primary objectives of this study were to (1) use a previously published population PK model in adult patients who underwent kidney transplant and apply it to allogeneic HCT; (2) evaluate model‐predicted tacrolimus steady‐state trough concentrations and simulations in patients receiving HCT; and (3) evaluate covariates that affect tacrolimus PK in allogeneic HCT. A total of 252 adult patients receiving allogeneic HCT were included in the study. They received oral tacrolimus twice daily (0.03 mg/kg) starting 3 days prior to transplant. Data for these analyses included baseline clinical and demographic data, genotype data for single nucleotide polymorphisms in CYP3A4/5 and ABCB1, and the first tacrolimus steady‐state trough concentration. A dosing simulation strategy based on observed trough concentrations (rather than model‐based predictions) resulted in 12% more patients successfully achieving tacrolimus trough concentrations within the institutional target range (5–10 ng/ml). Stepwise covariate analyses identified HLA match and conditioning regimen (myeloablative vs. reduced intensity) as significant covariates. Ultimately, a previously published tacrolimus population PK model in kidney transplant provided a platform to help establish a model‐based dose adjustment strategy in patients receiving allogenic HCT, and identified HCT‐specific covariates to be considered for future prospective studies. STUDY HIGHLIGHTS: WHAT IS THE CURRENT KNOWLEDGE ON THE TOPIC? WHAT QUESTION DID THIS STUDY ADDRESS? WHAT DOES THIS STUDY ADD TO OUR KNOWLEDGE? HOW MIGHT THIS CHANGE CLINICAL PHARMACOLOGY OR TRANSLATIONAL SCIENCE? The M2 model fitting method and D2 dosing simulation method can be applied to other clinical pharmacology studies where only a single steady‐state trough concentration is available per patient in the presence of a previously published population PK model. John Wiley and Sons Inc. 2021-01-27 2021-05 /pmc/articles/PMC8212733/ /pubmed/33502111 http://dx.doi.org/10.1111/cts.12956 Text en © 2021 The Authors. Clinical and Translational Science published by Wiley Periodicals LLC on behalf of the American Society for Clinical Pharmacology and Therapeutics. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://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 Zhu, Jing Campagne, Olivia Torrice, Chad D. Flynn, Gabrielle Miller, Jordan A. Patel, Tejendra Suzuki, Oscar Ptachcinski, Jonathan R. Armistead, Paul M. Wiltshire, Tim Mager, Donald E. Weiner, Daniel L. Crona, Daniel J. Evaluation of the performance of a prior tacrolimus population pharmacokinetic kidney transplant model among adult allogeneic hematopoietic stem cell transplant patients |
title | Evaluation of the performance of a prior tacrolimus population pharmacokinetic kidney transplant model among adult allogeneic hematopoietic stem cell transplant patients |
title_full | Evaluation of the performance of a prior tacrolimus population pharmacokinetic kidney transplant model among adult allogeneic hematopoietic stem cell transplant patients |
title_fullStr | Evaluation of the performance of a prior tacrolimus population pharmacokinetic kidney transplant model among adult allogeneic hematopoietic stem cell transplant patients |
title_full_unstemmed | Evaluation of the performance of a prior tacrolimus population pharmacokinetic kidney transplant model among adult allogeneic hematopoietic stem cell transplant patients |
title_short | Evaluation of the performance of a prior tacrolimus population pharmacokinetic kidney transplant model among adult allogeneic hematopoietic stem cell transplant patients |
title_sort | evaluation of the performance of a prior tacrolimus population pharmacokinetic kidney transplant model among adult allogeneic hematopoietic stem cell transplant patients |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8212733/ https://www.ncbi.nlm.nih.gov/pubmed/33502111 http://dx.doi.org/10.1111/cts.12956 |
work_keys_str_mv | AT zhujing evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT campagneolivia evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT torricechadd evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT flynngabrielle evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT millerjordana evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT pateltejendra evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT suzukioscar evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT ptachcinskijonathanr evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT armisteadpaulm evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT wiltshiretim evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT magerdonalde evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT weinerdaniell evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients AT cronadanielj evaluationoftheperformanceofapriortacrolimuspopulationpharmacokinetickidneytransplantmodelamongadultallogeneichematopoieticstemcelltransplantpatients |