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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.
Afiliação
  • Shahn Z; IBM Research, Yorktown Heights, NY, USA. zach.shahn@ibm.com.
  • Shapiro NI; MIT-IBM Watson AI Lab, Cambridge, USA. zach.shahn@ibm.com.
  • Tyler PD; Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.
  • Talmor D; Department of Emergency Medicine, Beth Israel Deaconess Medical Center, Boston, MA, USA.
  • Lehman LH; Department of Anesthesia, Critical Care and Pain Medicine, Beth Israel Deaconess Medical Center and Harvard Medical School, Boston, MA, USA.
Crit Care ; 24(1): 62, 2020 Feb 22.
Article em En | MEDLINE | ID: mdl-32087760
ABSTRACT

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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Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Mortalidade Hospitalar / Sepse / Hidratação Tipo de estudo: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Aged80 / Humans / Middle aged Idioma: En Ano de publicação: 2020 Tipo de documento: Article

Texto completo: 1 Coleções: 01-internacional Base de dados: MEDLINE Assunto principal: Mortalidade Hospitalar / Sepse / Hidratação Tipo de estudo: Etiology_studies / Incidence_studies / Observational_studies / Prognostic_studies / Risk_factors_studies Limite: Aged / Aged80 / Humans / Middle aged Idioma: En Ano de publicação: 2020 Tipo de documento: Article