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1645. Predicting Vancomycin Area Under the Curve by Bayesian-Guided Dosing in Pediatric Patients

BACKGROUND: In revised consensus guidelines for therapeutic monitoring of vancomycin, the area under the curve (AUC)-guided monitoring, preferably with Bayesian estimation, is suggested for all pediatric age groups. Recommended AUC target in pediatrics is 400 mg·h/L (potentially up to 600 mg·h/L). H...

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Autores principales: Shin, Donghyun, Park, So Eun, Choi, Soo-Han
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10678366/
http://dx.doi.org/10.1093/ofid/ofad500.1479
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author Shin, Donghyun
Park, So Eun
Choi, Soo-Han
author_facet Shin, Donghyun
Park, So Eun
Choi, Soo-Han
author_sort Shin, Donghyun
collection PubMed
description BACKGROUND: In revised consensus guidelines for therapeutic monitoring of vancomycin, the area under the curve (AUC)-guided monitoring, preferably with Bayesian estimation, is suggested for all pediatric age groups. Recommended AUC target in pediatrics is 400 mg·h/L (potentially up to 600 mg·h/L). However, there is limited pediatric data on validating Bayesian dose-optimizing and predicting vancomycin AUC. We aimed to evaluate the accuracy of the predicted AUC on vancomycin dosing adjustments based on Bayesian estimation. METHODS: We reviewed 25 pediatric patients’ data on vancomycin therapeutic drug monitoring (TDM), including trough concentrations (Ct) and AUC. A Bayesian dose-optimizing software program was used to calculate vancomycin AUC. A second TDM was taken after vancomycin dosing adjustments were performed based on the first TDM. The accuracy was calculated by the ratio of the second AUC to the predicted AUC by Bayesian dose optimization. RESULTS: The median age of patients was 14.3 years old (interquartile range [IQR], 9.2-16.8). The median vancomycin dosage was 41.7 mg/kg/day (IQR, 33.9-50.0). In the first TDM of vancomycin, the median Ct and AUC were 6.1 ug/mL (IQR, 2.8-11.0; 95% confidence interval [CI], 4.2-9.2) and 320.0 mg·h/L (IQR, 251.5-486.8; 95% CI, 284.0-357.0), respectively. Vancomycin dose increase was required in 68.0% of patients; the median dosage was 50.0 mg/kg/day (IQR, 38.8-60.0). Based on Bayesian-guided dosing adjustments, the median predicted AUC was 420.0 (95% CI, 380.0-447.0). In the second TDM, the median Ct and AUC were 8.7 ug/mL (IQR, 6.2-12.2; 95% CI, 7.5-11.0) and 428.0 mg·h/L (IQR, 369.7-514.0; 95% CI, 384.0-486.0), respectively. The accuracy was 1.033 (95% CI, 0.941-1.307). CONCLUSION: The Bayesian AUC-guided dosing strategy may be optimal for individualizing vancomycin therapy in pediatric patients. DISCLOSURES: All Authors: No reported disclosures
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spelling pubmed-106783662023-11-27 1645. Predicting Vancomycin Area Under the Curve by Bayesian-Guided Dosing in Pediatric Patients Shin, Donghyun Park, So Eun Choi, Soo-Han Open Forum Infect Dis Abstract BACKGROUND: In revised consensus guidelines for therapeutic monitoring of vancomycin, the area under the curve (AUC)-guided monitoring, preferably with Bayesian estimation, is suggested for all pediatric age groups. Recommended AUC target in pediatrics is 400 mg·h/L (potentially up to 600 mg·h/L). However, there is limited pediatric data on validating Bayesian dose-optimizing and predicting vancomycin AUC. We aimed to evaluate the accuracy of the predicted AUC on vancomycin dosing adjustments based on Bayesian estimation. METHODS: We reviewed 25 pediatric patients’ data on vancomycin therapeutic drug monitoring (TDM), including trough concentrations (Ct) and AUC. A Bayesian dose-optimizing software program was used to calculate vancomycin AUC. A second TDM was taken after vancomycin dosing adjustments were performed based on the first TDM. The accuracy was calculated by the ratio of the second AUC to the predicted AUC by Bayesian dose optimization. RESULTS: The median age of patients was 14.3 years old (interquartile range [IQR], 9.2-16.8). The median vancomycin dosage was 41.7 mg/kg/day (IQR, 33.9-50.0). In the first TDM of vancomycin, the median Ct and AUC were 6.1 ug/mL (IQR, 2.8-11.0; 95% confidence interval [CI], 4.2-9.2) and 320.0 mg·h/L (IQR, 251.5-486.8; 95% CI, 284.0-357.0), respectively. Vancomycin dose increase was required in 68.0% of patients; the median dosage was 50.0 mg/kg/day (IQR, 38.8-60.0). Based on Bayesian-guided dosing adjustments, the median predicted AUC was 420.0 (95% CI, 380.0-447.0). In the second TDM, the median Ct and AUC were 8.7 ug/mL (IQR, 6.2-12.2; 95% CI, 7.5-11.0) and 428.0 mg·h/L (IQR, 369.7-514.0; 95% CI, 384.0-486.0), respectively. The accuracy was 1.033 (95% CI, 0.941-1.307). CONCLUSION: The Bayesian AUC-guided dosing strategy may be optimal for individualizing vancomycin therapy in pediatric patients. DISCLOSURES: All Authors: No reported disclosures Oxford University Press 2023-11-27 /pmc/articles/PMC10678366/ http://dx.doi.org/10.1093/ofid/ofad500.1479 Text en © The Author(s) 2023. Published by Oxford University Press on behalf of Infectious Diseases Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstract
Shin, Donghyun
Park, So Eun
Choi, Soo-Han
1645. Predicting Vancomycin Area Under the Curve by Bayesian-Guided Dosing in Pediatric Patients
title 1645. Predicting Vancomycin Area Under the Curve by Bayesian-Guided Dosing in Pediatric Patients
title_full 1645. Predicting Vancomycin Area Under the Curve by Bayesian-Guided Dosing in Pediatric Patients
title_fullStr 1645. Predicting Vancomycin Area Under the Curve by Bayesian-Guided Dosing in Pediatric Patients
title_full_unstemmed 1645. Predicting Vancomycin Area Under the Curve by Bayesian-Guided Dosing in Pediatric Patients
title_short 1645. Predicting Vancomycin Area Under the Curve by Bayesian-Guided Dosing in Pediatric Patients
title_sort 1645. predicting vancomycin area under the curve by bayesian-guided dosing in pediatric patients
topic Abstract
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10678366/
http://dx.doi.org/10.1093/ofid/ofad500.1479
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