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1406. Augmented Renal Clearance Using Aminoglycoside Population-Based Pharmacokinetic Modeling with Bayesian Estimation in Children in the Pediatric Intensive Care Unit
BACKGROUND: Augmented renal clearance (ARC) in critically ill pediatric patients has been evaluated in limited studies. We evaluated ARC using clearance of aminoglycosides (CL(AMINO)) derived from population-based pharmacokinetic modeling. METHODS: A retrospective, cohort study was conducted at two...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6254184/ http://dx.doi.org/10.1093/ofid/ofy210.1237 |
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author | Avedissian, Sean Rhodes, Nathaniel Kim, Yuna Valdez, Josh Bradley, John Le, Jeniffer |
author_facet | Avedissian, Sean Rhodes, Nathaniel Kim, Yuna Valdez, Josh Bradley, John Le, Jeniffer |
author_sort | Avedissian, Sean |
collection | PubMed |
description | BACKGROUND: Augmented renal clearance (ARC) in critically ill pediatric patients has been evaluated in limited studies. We evaluated ARC using clearance of aminoglycosides (CL(AMINO)) derived from population-based pharmacokinetic modeling. METHODS: A retrospective, cohort study was conducted at two pediatric hospitals in patients who received aminoglycosides from 1999 to 2016. ARC was defined as a CL(AMINO) of ≥130 mL/minute/1.73 m(2) within the first 24 hours of therapy. Pharmacokinetic (PK) models with nonparametric parameter estimation were constructed using Pmetrics in R, with the ultimate model selected by Akaike score and rule of parsimony. Covariate modifiers considered included: age, total body weight (TBW), serum creatinine (SCr) and sex. Noncompartmental analysis was performed on the Bayesian posteriors from the first dose to generate CL(AMINO) within the first 24 hours and other PK exposure metrics (i.e., area under the curve for first 24 hours [AUC(24)], maximum concentration [C(MAX])). Summary of patient demographics and statistical analysis were performed using GraphPad Prism version 7. RESULTS: ARC was identified in 34 of 117 (29%) subjects using 275 aminoglycoside serum concentrations. A two-compartment model fit the data well (See Figure 1: Population [a], Bayesian [b]). Allometric scaling of CL(AMINO) utilized a fixed exponent of 0.75 and volume of distribution (VD) scaling utilized a fixed exponent of 1 in the final model. The final population model for CL(AMINO) (L/hour) was 3.45 × (TBW/40)(0.75) + 0.05 × 10((SCr/AGE)) and VD was 10.64 × (TBW/40)(1). Median age and baseline SCr were similar in those with and without ARC (13 [IQR 10–16] vs. 11.0 [5.0–15.0] years, P = 0.11, and 0.37 [0.27–0.49] vs. 0.38 [0.28–0.50] mg/dL, P = 0.67, respectively). Median TBW was found to be significantly higher in those with vs. without ARC (44.9 [26.9–61.7] vs. 34 [17.6–54.9] kg P = 0.04). Median 24 hours CL(AMINO) was also found to be significantly higher in those with vs. without ARC (147.3 [138.7–163.9] vs. 94.5 [79.4–112.9], mL/minute/1.73 m(2), P < 0.001). Patients with vs. without ARC had significantly lower AUC(24) and C(MAX) (40.7 [33.3–54.4] vs. 55.7[46.7–66.4] mg hour/L, P ≤ 0.001 and 5.06 [4.11–6.76] vs. 6.32 [5–7.44], µg/mL, P = 0.01). CONCLUSION: The incidence of ARC observed was similar to adult studies. Patients that exhibited ARC had lower AUC(24) and C(MAX); thus, higher doses may be warranted. [Image: see text] DISCLOSURES: All authors: No reported disclosures. |
format | Online Article Text |
id | pubmed-6254184 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-62541842018-11-28 1406. Augmented Renal Clearance Using Aminoglycoside Population-Based Pharmacokinetic Modeling with Bayesian Estimation in Children in the Pediatric Intensive Care Unit Avedissian, Sean Rhodes, Nathaniel Kim, Yuna Valdez, Josh Bradley, John Le, Jeniffer Open Forum Infect Dis Abstracts BACKGROUND: Augmented renal clearance (ARC) in critically ill pediatric patients has been evaluated in limited studies. We evaluated ARC using clearance of aminoglycosides (CL(AMINO)) derived from population-based pharmacokinetic modeling. METHODS: A retrospective, cohort study was conducted at two pediatric hospitals in patients who received aminoglycosides from 1999 to 2016. ARC was defined as a CL(AMINO) of ≥130 mL/minute/1.73 m(2) within the first 24 hours of therapy. Pharmacokinetic (PK) models with nonparametric parameter estimation were constructed using Pmetrics in R, with the ultimate model selected by Akaike score and rule of parsimony. Covariate modifiers considered included: age, total body weight (TBW), serum creatinine (SCr) and sex. Noncompartmental analysis was performed on the Bayesian posteriors from the first dose to generate CL(AMINO) within the first 24 hours and other PK exposure metrics (i.e., area under the curve for first 24 hours [AUC(24)], maximum concentration [C(MAX])). Summary of patient demographics and statistical analysis were performed using GraphPad Prism version 7. RESULTS: ARC was identified in 34 of 117 (29%) subjects using 275 aminoglycoside serum concentrations. A two-compartment model fit the data well (See Figure 1: Population [a], Bayesian [b]). Allometric scaling of CL(AMINO) utilized a fixed exponent of 0.75 and volume of distribution (VD) scaling utilized a fixed exponent of 1 in the final model. The final population model for CL(AMINO) (L/hour) was 3.45 × (TBW/40)(0.75) + 0.05 × 10((SCr/AGE)) and VD was 10.64 × (TBW/40)(1). Median age and baseline SCr were similar in those with and without ARC (13 [IQR 10–16] vs. 11.0 [5.0–15.0] years, P = 0.11, and 0.37 [0.27–0.49] vs. 0.38 [0.28–0.50] mg/dL, P = 0.67, respectively). Median TBW was found to be significantly higher in those with vs. without ARC (44.9 [26.9–61.7] vs. 34 [17.6–54.9] kg P = 0.04). Median 24 hours CL(AMINO) was also found to be significantly higher in those with vs. without ARC (147.3 [138.7–163.9] vs. 94.5 [79.4–112.9], mL/minute/1.73 m(2), P < 0.001). Patients with vs. without ARC had significantly lower AUC(24) and C(MAX) (40.7 [33.3–54.4] vs. 55.7[46.7–66.4] mg hour/L, P ≤ 0.001 and 5.06 [4.11–6.76] vs. 6.32 [5–7.44], µg/mL, P = 0.01). CONCLUSION: The incidence of ARC observed was similar to adult studies. Patients that exhibited ARC had lower AUC(24) and C(MAX); thus, higher doses may be warranted. [Image: see text] DISCLOSURES: All authors: No reported disclosures. Oxford University Press 2018-11-26 /pmc/articles/PMC6254184/ http://dx.doi.org/10.1093/ofid/ofy210.1237 Text en © The Author(s) 2018. 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 Avedissian, Sean Rhodes, Nathaniel Kim, Yuna Valdez, Josh Bradley, John Le, Jeniffer 1406. Augmented Renal Clearance Using Aminoglycoside Population-Based Pharmacokinetic Modeling with Bayesian Estimation in Children in the Pediatric Intensive Care Unit |
title | 1406. Augmented Renal Clearance Using Aminoglycoside Population-Based Pharmacokinetic Modeling with Bayesian Estimation in Children in the Pediatric Intensive Care Unit |
title_full | 1406. Augmented Renal Clearance Using Aminoglycoside Population-Based Pharmacokinetic Modeling with Bayesian Estimation in Children in the Pediatric Intensive Care Unit |
title_fullStr | 1406. Augmented Renal Clearance Using Aminoglycoside Population-Based Pharmacokinetic Modeling with Bayesian Estimation in Children in the Pediatric Intensive Care Unit |
title_full_unstemmed | 1406. Augmented Renal Clearance Using Aminoglycoside Population-Based Pharmacokinetic Modeling with Bayesian Estimation in Children in the Pediatric Intensive Care Unit |
title_short | 1406. Augmented Renal Clearance Using Aminoglycoside Population-Based Pharmacokinetic Modeling with Bayesian Estimation in Children in the Pediatric Intensive Care Unit |
title_sort | 1406. augmented renal clearance using aminoglycoside population-based pharmacokinetic modeling with bayesian estimation in children in the pediatric intensive care unit |
topic | Abstracts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6254184/ http://dx.doi.org/10.1093/ofid/ofy210.1237 |
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