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1573. Population Pharmacokinetic Analyses for Cefepime in Adult and Pediatric Patients
BACKGROUND: Cefepime (CEF) is commonly used for adult and pediatric infections. Several studies have examined CEF’s pharmacokinetics (PK) in various populations; however, a unifying PK model for adult and pediatric subjects does not yet exist. We developed a combined population model for adult and p...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6810068/ http://dx.doi.org/10.1093/ofid/ofz360.1437 |
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author | Liu, Jiajun Neely, Michael Lipman, Jeffrey Sime, Fekade B Roberts, Jason Kiel, Patrick J Scheetz, Marc H |
author_facet | Liu, Jiajun Neely, Michael Lipman, Jeffrey Sime, Fekade B Roberts, Jason Kiel, Patrick J Scheetz, Marc H |
author_sort | Liu, Jiajun |
collection | PubMed |
description | BACKGROUND: Cefepime (CEF) is commonly used for adult and pediatric infections. Several studies have examined CEF’s pharmacokinetics (PK) in various populations; however, a unifying PK model for adult and pediatric subjects does not yet exist. We developed a combined population model for adult and pediatric patients and validated the model. METHODS: The initial model includes adult and pediatric patients with a rich cefepime sampling design. All adults received 2 g CEF while pediatric subjects received a mean of 49 (SD 5) mg/kg. One- and two-compartment models were considered as base models and were fit using a non-parametric adaptive grid algorithm within the Pmetrics package 1.5.2 (Los Angeles, CA) for R 3.5.1. Compartmental model selection was based on Akaike information criteria (AIC). Covariate relationships with PK parameters were visually inspected and mathematically assessed. Predictive performance was evaluated using bias and imprecision of the population and individual prediction models. External validation was conducted using a separate adult cohort. RESULTS: A total of 45 subjects (n = 9 adults; n = 36 pediatrics) were included in the initial PK model build and 12 subjects in the external validation cohort. Overall, the data were best described using a two-compartment model with volume of distribution (V) normalized to total body weight (TBW/70 kg) and an allometric scaled elimination rate constant (Ke) for pediatric subjects (AIC = 4,138.36). Final model observed vs. predicted plots demonstrated good fit (population R(2) = 0.87, individual R(2) = 0.97, Figure 1a and b). For the final model, the population median parameter values (95% credibility interval) were V0 (total volume of distribution), 11.7 L (10.2–14.6); Ke for adult, 0.66 hour(−1) (0.38–0.78), Ke for pediatrics, 0.82 hour(−1) (0.64–0.85), KCP (rate constant from central to peripheral compartment), 1.4 hour(−1) (1.3–1.8), KPC (rate constant from peripheral to central compartment), 1.6 hour(−1) (1.2–1.8). The validation cohort has 12 subjects, and the final model fit the data well (individual R(2) = 0.75). CONCLUSION: In this diverse group of adult and pediatrics, a two-compartment model described CEF PK well and was externally validated with a unique cohort. This model can serve as a population prior for real-time PK software algorithms. [Image: see text] DISCLOSURES: All authors: No reported disclosures. |
format | Online Article Text |
id | pubmed-6810068 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-68100682019-10-28 1573. Population Pharmacokinetic Analyses for Cefepime in Adult and Pediatric Patients Liu, Jiajun Neely, Michael Lipman, Jeffrey Sime, Fekade B Roberts, Jason Kiel, Patrick J Scheetz, Marc H Open Forum Infect Dis Abstracts BACKGROUND: Cefepime (CEF) is commonly used for adult and pediatric infections. Several studies have examined CEF’s pharmacokinetics (PK) in various populations; however, a unifying PK model for adult and pediatric subjects does not yet exist. We developed a combined population model for adult and pediatric patients and validated the model. METHODS: The initial model includes adult and pediatric patients with a rich cefepime sampling design. All adults received 2 g CEF while pediatric subjects received a mean of 49 (SD 5) mg/kg. One- and two-compartment models were considered as base models and were fit using a non-parametric adaptive grid algorithm within the Pmetrics package 1.5.2 (Los Angeles, CA) for R 3.5.1. Compartmental model selection was based on Akaike information criteria (AIC). Covariate relationships with PK parameters were visually inspected and mathematically assessed. Predictive performance was evaluated using bias and imprecision of the population and individual prediction models. External validation was conducted using a separate adult cohort. RESULTS: A total of 45 subjects (n = 9 adults; n = 36 pediatrics) were included in the initial PK model build and 12 subjects in the external validation cohort. Overall, the data were best described using a two-compartment model with volume of distribution (V) normalized to total body weight (TBW/70 kg) and an allometric scaled elimination rate constant (Ke) for pediatric subjects (AIC = 4,138.36). Final model observed vs. predicted plots demonstrated good fit (population R(2) = 0.87, individual R(2) = 0.97, Figure 1a and b). For the final model, the population median parameter values (95% credibility interval) were V0 (total volume of distribution), 11.7 L (10.2–14.6); Ke for adult, 0.66 hour(−1) (0.38–0.78), Ke for pediatrics, 0.82 hour(−1) (0.64–0.85), KCP (rate constant from central to peripheral compartment), 1.4 hour(−1) (1.3–1.8), KPC (rate constant from peripheral to central compartment), 1.6 hour(−1) (1.2–1.8). The validation cohort has 12 subjects, and the final model fit the data well (individual R(2) = 0.75). CONCLUSION: In this diverse group of adult and pediatrics, a two-compartment model described CEF PK well and was externally validated with a unique cohort. This model can serve as a population prior for real-time PK software algorithms. [Image: see text] DISCLOSURES: All authors: No reported disclosures. Oxford University Press 2019-10-23 /pmc/articles/PMC6810068/ http://dx.doi.org/10.1093/ofid/ofz360.1437 Text en © The Author(s) 2019. Published by Oxford University Press on behalf of Infectious Diseases Society of America. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an Open Access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivs licence (http://creativecommons.org/licenses/by-nc-nd/4.0/), which permits non-commercial reproduction and distribution of the work, in any medium, provided the original work is not altered or transformed in any way, and that the work is properly cited. For commercial re-use, please contact journals.permissions@oup.com |
spellingShingle | Abstracts Liu, Jiajun Neely, Michael Lipman, Jeffrey Sime, Fekade B Roberts, Jason Kiel, Patrick J Scheetz, Marc H 1573. Population Pharmacokinetic Analyses for Cefepime in Adult and Pediatric Patients |
title | 1573. Population Pharmacokinetic Analyses for Cefepime in Adult and Pediatric Patients |
title_full | 1573. Population Pharmacokinetic Analyses for Cefepime in Adult and Pediatric Patients |
title_fullStr | 1573. Population Pharmacokinetic Analyses for Cefepime in Adult and Pediatric Patients |
title_full_unstemmed | 1573. Population Pharmacokinetic Analyses for Cefepime in Adult and Pediatric Patients |
title_short | 1573. Population Pharmacokinetic Analyses for Cefepime in Adult and Pediatric Patients |
title_sort | 1573. population pharmacokinetic analyses for cefepime in adult and pediatric patients |
topic | Abstracts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6810068/ http://dx.doi.org/10.1093/ofid/ofz360.1437 |
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