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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...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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BioMed Central
2020
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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. |
format | Online Article Text |
id | pubmed-7036175 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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