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Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis

OBJECTIVE: In septic patients, multiple retrospective studies show an association between large volumes of fluids administered in the first 24 h and mortality, suggesting a benefit to fluid restrictive strategies. However, these studies do not directly estimate the causal effects of fluid-restrictiv...

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Autores principales: Shahn, Zach, Shapiro, Nathan I., Tyler, Patrick D., Talmor, Daniel, Lehman, Li-wei H.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7036175/
https://www.ncbi.nlm.nih.gov/pubmed/32087760
http://dx.doi.org/10.1186/s13054-020-2767-0
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author Shahn, Zach
Shapiro, Nathan I.
Tyler, Patrick D.
Talmor, Daniel
Lehman, Li-wei H.
author_facet Shahn, Zach
Shapiro, Nathan I.
Tyler, Patrick D.
Talmor, Daniel
Lehman, Li-wei H.
author_sort Shahn, Zach
collection PubMed
description OBJECTIVE: In septic patients, multiple retrospective studies show an association between large volumes of fluids administered in the first 24 h and mortality, suggesting a benefit to fluid restrictive strategies. However, these studies do not directly estimate the causal effects of fluid-restrictive strategies, nor do their analyses properly adjust for time-varying confounding by indication. In this study, we used causal inference techniques to estimate mortality outcomes that would result from imposing a range of arbitrary limits (“caps”) on fluid volume administration during the first 24 h of intensive care unit (ICU) care. DESIGN: Retrospective cohort study SETTING: ICUs at the Beth Israel Deaconess Medical Center, 2008–2012 PATIENTS: One thousand six hundred thirty-nine septic patients (defined by Sepsis-3 criteria) 18 years and older, admitted to the ICU from the emergency department (ED), who received less than 4 L fluids administered prior to ICU admission MEASUREMENTS AND MAIN RESULTS: Data were obtained from the Medical Information Mart for Intensive Care III (MIMIC-III). We employed a dynamic Marginal Structural Model fit by inverse probability of treatment weighting to obtain confounding adjusted estimates of mortality rates that would have been observed had fluid resuscitation volume caps between 4 L–12 L been imposed on the population. The 30-day mortality in our cohort was 17%. We estimated that caps between 6 and 10 L on 24 h fluid volume would have reduced 30-day mortality by − 0.6 to − 1.0%, with the greatest reduction at 8 L (− 1.0% mortality, 95% CI [− 1.6%, − 0.3%]). CONCLUSIONS: We found that 30-day mortality would have likely decreased relative to observed mortality under current practice if these patients had been subject to “caps” on the total volume of fluid administered between 6 and 10 L, with the greatest reduction in mortality rate at 8 L.
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spelling pubmed-70361752020-03-02 Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis Shahn, Zach Shapiro, Nathan I. Tyler, Patrick D. Talmor, Daniel Lehman, Li-wei H. Crit Care Research OBJECTIVE: In septic patients, multiple retrospective studies show an association between large volumes of fluids administered in the first 24 h and mortality, suggesting a benefit to fluid restrictive strategies. However, these studies do not directly estimate the causal effects of fluid-restrictive strategies, nor do their analyses properly adjust for time-varying confounding by indication. In this study, we used causal inference techniques to estimate mortality outcomes that would result from imposing a range of arbitrary limits (“caps”) on fluid volume administration during the first 24 h of intensive care unit (ICU) care. DESIGN: Retrospective cohort study SETTING: ICUs at the Beth Israel Deaconess Medical Center, 2008–2012 PATIENTS: One thousand six hundred thirty-nine septic patients (defined by Sepsis-3 criteria) 18 years and older, admitted to the ICU from the emergency department (ED), who received less than 4 L fluids administered prior to ICU admission MEASUREMENTS AND MAIN RESULTS: Data were obtained from the Medical Information Mart for Intensive Care III (MIMIC-III). We employed a dynamic Marginal Structural Model fit by inverse probability of treatment weighting to obtain confounding adjusted estimates of mortality rates that would have been observed had fluid resuscitation volume caps between 4 L–12 L been imposed on the population. The 30-day mortality in our cohort was 17%. We estimated that caps between 6 and 10 L on 24 h fluid volume would have reduced 30-day mortality by − 0.6 to − 1.0%, with the greatest reduction at 8 L (− 1.0% mortality, 95% CI [− 1.6%, − 0.3%]). CONCLUSIONS: We found that 30-day mortality would have likely decreased relative to observed mortality under current practice if these patients had been subject to “caps” on the total volume of fluid administered between 6 and 10 L, with the greatest reduction in mortality rate at 8 L. BioMed Central 2020-02-22 /pmc/articles/PMC7036175/ /pubmed/32087760 http://dx.doi.org/10.1186/s13054-020-2767-0 Text en © The Author(s). 2020 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Shahn, Zach
Shapiro, Nathan I.
Tyler, Patrick D.
Talmor, Daniel
Lehman, Li-wei H.
Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis
title Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis
title_full Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis
title_fullStr Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis
title_full_unstemmed Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis
title_short Fluid-limiting treatment strategies among sepsis patients in the ICU: a retrospective causal analysis
title_sort fluid-limiting treatment strategies among sepsis patients in the icu: a retrospective causal analysis
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7036175/
https://www.ncbi.nlm.nih.gov/pubmed/32087760
http://dx.doi.org/10.1186/s13054-020-2767-0
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