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Beta-Lactam Probability of Target Attainment Success: Cefepime as a Case Study
Introduction: Probability of target attainment (PTA) analysis using Monte Carlo simulations has become a mainstay of dose optimization. We highlight the technical and clinical factors that may affect PTA for beta-lactams. Methods: We performed a mini review in adults to explore factors relating to c...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10044207/ https://www.ncbi.nlm.nih.gov/pubmed/36978312 http://dx.doi.org/10.3390/antibiotics12030444 |
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author | Selig, Daniel J. Kress, Adrian T. Nadeau, Robert J. DeLuca, Jesse P. |
author_facet | Selig, Daniel J. Kress, Adrian T. Nadeau, Robert J. DeLuca, Jesse P. |
author_sort | Selig, Daniel J. |
collection | PubMed |
description | Introduction: Probability of target attainment (PTA) analysis using Monte Carlo simulations has become a mainstay of dose optimization. We highlight the technical and clinical factors that may affect PTA for beta-lactams. Methods: We performed a mini review in adults to explore factors relating to cefepime PTA success and how researchers incorporate PTA into dosing decisions. In addition, we investigated, via simulations with a population pharmacokinetic (PK) model, factors that may affect cefepime PTA success. Results: The mini review included 14 articles. PTA results were generally consistent, given the differences in patient populations. However, dosing recommendations were more varied and appeared to depend on the definition of pharmacodynamic (PD) target, definition of PTA success and specific clinical considerations. Only 3 of 14 articles performed formal toxicological analysis. Simulations demonstrated that the largest determinants of cefepime PTA were the choice of PD target, continuous vs. intermittent infusion and creatinine clearance. Assumptions for protein binding, steady state vs. first dose, and simulating different sampling schemes may impact PTA success under certain conditions. The choice of one or two compartments had a minimal effect on PTA. Conclusions: PTA results may be similar with different assumptions and techniques. However, dose recommendation may differ significantly based on the selection of PD target, definition of PTA success and considerations specific to a patient population. Demographics and the PK parameters used to simulate time-concentration profiles should be derived from patient data applicable to the purpose of the PTA. There should be strong clinical rationale for dose selection. When possible, safety and toxicity should be considered in addition to PTA success. |
format | Online Article Text |
id | pubmed-10044207 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-100442072023-03-29 Beta-Lactam Probability of Target Attainment Success: Cefepime as a Case Study Selig, Daniel J. Kress, Adrian T. Nadeau, Robert J. DeLuca, Jesse P. Antibiotics (Basel) Brief Report Introduction: Probability of target attainment (PTA) analysis using Monte Carlo simulations has become a mainstay of dose optimization. We highlight the technical and clinical factors that may affect PTA for beta-lactams. Methods: We performed a mini review in adults to explore factors relating to cefepime PTA success and how researchers incorporate PTA into dosing decisions. In addition, we investigated, via simulations with a population pharmacokinetic (PK) model, factors that may affect cefepime PTA success. Results: The mini review included 14 articles. PTA results were generally consistent, given the differences in patient populations. However, dosing recommendations were more varied and appeared to depend on the definition of pharmacodynamic (PD) target, definition of PTA success and specific clinical considerations. Only 3 of 14 articles performed formal toxicological analysis. Simulations demonstrated that the largest determinants of cefepime PTA were the choice of PD target, continuous vs. intermittent infusion and creatinine clearance. Assumptions for protein binding, steady state vs. first dose, and simulating different sampling schemes may impact PTA success under certain conditions. The choice of one or two compartments had a minimal effect on PTA. Conclusions: PTA results may be similar with different assumptions and techniques. However, dose recommendation may differ significantly based on the selection of PD target, definition of PTA success and considerations specific to a patient population. Demographics and the PK parameters used to simulate time-concentration profiles should be derived from patient data applicable to the purpose of the PTA. There should be strong clinical rationale for dose selection. When possible, safety and toxicity should be considered in addition to PTA success. MDPI 2023-02-23 /pmc/articles/PMC10044207/ /pubmed/36978312 http://dx.doi.org/10.3390/antibiotics12030444 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Brief Report Selig, Daniel J. Kress, Adrian T. Nadeau, Robert J. DeLuca, Jesse P. Beta-Lactam Probability of Target Attainment Success: Cefepime as a Case Study |
title | Beta-Lactam Probability of Target Attainment Success: Cefepime as a Case Study |
title_full | Beta-Lactam Probability of Target Attainment Success: Cefepime as a Case Study |
title_fullStr | Beta-Lactam Probability of Target Attainment Success: Cefepime as a Case Study |
title_full_unstemmed | Beta-Lactam Probability of Target Attainment Success: Cefepime as a Case Study |
title_short | Beta-Lactam Probability of Target Attainment Success: Cefepime as a Case Study |
title_sort | beta-lactam probability of target attainment success: cefepime as a case study |
topic | Brief Report |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10044207/ https://www.ncbi.nlm.nih.gov/pubmed/36978312 http://dx.doi.org/10.3390/antibiotics12030444 |
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