Cargando…
1564. Target Attainment of Empiric Vancomycin Therapy to Achieve Safe and Effective Exposure When it Matters Most: How Much of the Drug Do We Really Need in the First 48 Hours?
BACKGROUND: Empiric dosing of vancomycin (VAN) to reach targets is a daunting task due to the large variability observed in the pharmacokinetics of this agent. With the change to AUC driven dosing on the horizon, the goal of this study was to establish empiric dosing requirements of vancomycin that...
Autores principales: | , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6809318/ http://dx.doi.org/10.1093/ofid/ofz360.1428 |
_version_ | 1783461957505908736 |
---|---|
author | Yassin, Arsheena Chin, Titania Meleshkina, Daria Ghanbar, Mohammad Sassine, Joseph Olivo Freites, Christian Stavropoulos, Christine Farkas, Andras |
author_facet | Yassin, Arsheena Chin, Titania Meleshkina, Daria Ghanbar, Mohammad Sassine, Joseph Olivo Freites, Christian Stavropoulos, Christine Farkas, Andras |
author_sort | Yassin, Arsheena |
collection | PubMed |
description | BACKGROUND: Empiric dosing of vancomycin (VAN) to reach targets is a daunting task due to the large variability observed in the pharmacokinetics of this agent. With the change to AUC driven dosing on the horizon, the goal of this study was to establish empiric dosing requirements of vancomycin that effectively achieve the desired AUC of 400 to 600 mg hours/L targets in the first 48 hours of therapy. METHODS: VAN TDM data were used in this analysis. A two-compartment model was fitted with Bayesian routines to establish the AUCs. Then, the AUC achieved was used to identify the desired total daily dose (TDD, capped at 4,500 mg) needed to attain an AUC in the target range for days 1 and 2, per patient. Next, multivariable regression was undertaken to predict this desired dose with frequently calculated weight and renal function indices. Last, model validation in a test data set based on calculated ME, RMSE and their 95% CI took place, and then the best model was used to simulate TDDs at 24 h intervals. To evaluate the agreement between the 2 pharmacists selecting the final TDDs by screening the simulated regimens, a weighted Kappa was calculated. RESULTS: 1450 concentrations from 268 patients (60.9% male) with mean (IQR) age of 62.8 (52.7, 75) years, weight of 79.1 (63.2, 90.9) kg and CrCl of 76.7 (36.8, 110.6) mL/minute were analyzed. Fit of the model to data was excellent with R(2) = 0.98 (Figure 1). AUC attainment with actual dose vs. the AUCs based on the desired dose was poor (Figure 2). Final regression model [ME (95% CI) 31.58 (−160.38, 217.34) mgs; RMSE (95% CI) 761.98 (628.19, 895.93) mgs] identified adjusted body weight (ABW) (P = 0.02), CrCl (P < 0.001), age (P = 0.05) and sex (P = 0.01) on day 1, vs. CrCl (P < 0.001), age (P = 0.02) and sex (P = 0.002) on day 2 as predictors of TDD. Kappas showed near perfect agreement for day 1 (0.992, P < 0.01) and day 2 (0.883, P < 0.01) between the raters resulting in the selection of the final dosing regimens (Figures 3 and 4). CONCLUSION: Our model accurately identified the 4 major variables most likely to explain VAN variability in predicting AUC in the first 48 hours. These detailed dosing recommendations—strengthened by rigorous external validation and near perfect between rater agreements—allow for the design of safe and effective AUC driven empiric dosing regimens. [Image: see text] [Image: see text] [Image: see text] [Image: see text] DISCLOSURES: All authors: No reported disclosures. |
format | Online Article Text |
id | pubmed-6809318 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-68093182019-10-28 1564. Target Attainment of Empiric Vancomycin Therapy to Achieve Safe and Effective Exposure When it Matters Most: How Much of the Drug Do We Really Need in the First 48 Hours? Yassin, Arsheena Chin, Titania Meleshkina, Daria Ghanbar, Mohammad Sassine, Joseph Olivo Freites, Christian Stavropoulos, Christine Farkas, Andras Open Forum Infect Dis Abstracts BACKGROUND: Empiric dosing of vancomycin (VAN) to reach targets is a daunting task due to the large variability observed in the pharmacokinetics of this agent. With the change to AUC driven dosing on the horizon, the goal of this study was to establish empiric dosing requirements of vancomycin that effectively achieve the desired AUC of 400 to 600 mg hours/L targets in the first 48 hours of therapy. METHODS: VAN TDM data were used in this analysis. A two-compartment model was fitted with Bayesian routines to establish the AUCs. Then, the AUC achieved was used to identify the desired total daily dose (TDD, capped at 4,500 mg) needed to attain an AUC in the target range for days 1 and 2, per patient. Next, multivariable regression was undertaken to predict this desired dose with frequently calculated weight and renal function indices. Last, model validation in a test data set based on calculated ME, RMSE and their 95% CI took place, and then the best model was used to simulate TDDs at 24 h intervals. To evaluate the agreement between the 2 pharmacists selecting the final TDDs by screening the simulated regimens, a weighted Kappa was calculated. RESULTS: 1450 concentrations from 268 patients (60.9% male) with mean (IQR) age of 62.8 (52.7, 75) years, weight of 79.1 (63.2, 90.9) kg and CrCl of 76.7 (36.8, 110.6) mL/minute were analyzed. Fit of the model to data was excellent with R(2) = 0.98 (Figure 1). AUC attainment with actual dose vs. the AUCs based on the desired dose was poor (Figure 2). Final regression model [ME (95% CI) 31.58 (−160.38, 217.34) mgs; RMSE (95% CI) 761.98 (628.19, 895.93) mgs] identified adjusted body weight (ABW) (P = 0.02), CrCl (P < 0.001), age (P = 0.05) and sex (P = 0.01) on day 1, vs. CrCl (P < 0.001), age (P = 0.02) and sex (P = 0.002) on day 2 as predictors of TDD. Kappas showed near perfect agreement for day 1 (0.992, P < 0.01) and day 2 (0.883, P < 0.01) between the raters resulting in the selection of the final dosing regimens (Figures 3 and 4). CONCLUSION: Our model accurately identified the 4 major variables most likely to explain VAN variability in predicting AUC in the first 48 hours. These detailed dosing recommendations—strengthened by rigorous external validation and near perfect between rater agreements—allow for the design of safe and effective AUC driven empiric dosing regimens. [Image: see text] [Image: see text] [Image: see text] [Image: see text] DISCLOSURES: All authors: No reported disclosures. Oxford University Press 2019-10-23 /pmc/articles/PMC6809318/ http://dx.doi.org/10.1093/ofid/ofz360.1428 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 Yassin, Arsheena Chin, Titania Meleshkina, Daria Ghanbar, Mohammad Sassine, Joseph Olivo Freites, Christian Stavropoulos, Christine Farkas, Andras 1564. Target Attainment of Empiric Vancomycin Therapy to Achieve Safe and Effective Exposure When it Matters Most: How Much of the Drug Do We Really Need in the First 48 Hours? |
title | 1564. Target Attainment of Empiric Vancomycin Therapy to Achieve Safe and Effective Exposure When it Matters Most: How Much of the Drug Do We Really Need in the First 48 Hours? |
title_full | 1564. Target Attainment of Empiric Vancomycin Therapy to Achieve Safe and Effective Exposure When it Matters Most: How Much of the Drug Do We Really Need in the First 48 Hours? |
title_fullStr | 1564. Target Attainment of Empiric Vancomycin Therapy to Achieve Safe and Effective Exposure When it Matters Most: How Much of the Drug Do We Really Need in the First 48 Hours? |
title_full_unstemmed | 1564. Target Attainment of Empiric Vancomycin Therapy to Achieve Safe and Effective Exposure When it Matters Most: How Much of the Drug Do We Really Need in the First 48 Hours? |
title_short | 1564. Target Attainment of Empiric Vancomycin Therapy to Achieve Safe and Effective Exposure When it Matters Most: How Much of the Drug Do We Really Need in the First 48 Hours? |
title_sort | 1564. target attainment of empiric vancomycin therapy to achieve safe and effective exposure when it matters most: how much of the drug do we really need in the first 48 hours? |
topic | Abstracts |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6809318/ http://dx.doi.org/10.1093/ofid/ofz360.1428 |
work_keys_str_mv | AT yassinarsheena 1564targetattainmentofempiricvancomycintherapytoachievesafeandeffectiveexposurewhenitmattersmosthowmuchofthedrugdowereallyneedinthefirst48hours AT chintitania 1564targetattainmentofempiricvancomycintherapytoachievesafeandeffectiveexposurewhenitmattersmosthowmuchofthedrugdowereallyneedinthefirst48hours AT meleshkinadaria 1564targetattainmentofempiricvancomycintherapytoachievesafeandeffectiveexposurewhenitmattersmosthowmuchofthedrugdowereallyneedinthefirst48hours AT ghanbarmohammad 1564targetattainmentofempiricvancomycintherapytoachievesafeandeffectiveexposurewhenitmattersmosthowmuchofthedrugdowereallyneedinthefirst48hours AT sassinejoseph 1564targetattainmentofempiricvancomycintherapytoachievesafeandeffectiveexposurewhenitmattersmosthowmuchofthedrugdowereallyneedinthefirst48hours AT olivofreiteschristian 1564targetattainmentofempiricvancomycintherapytoachievesafeandeffectiveexposurewhenitmattersmosthowmuchofthedrugdowereallyneedinthefirst48hours AT stavropouloschristine 1564targetattainmentofempiricvancomycintherapytoachievesafeandeffectiveexposurewhenitmattersmosthowmuchofthedrugdowereallyneedinthefirst48hours AT farkasandras 1564targetattainmentofempiricvancomycintherapytoachievesafeandeffectiveexposurewhenitmattersmosthowmuchofthedrugdowereallyneedinthefirst48hours |