Literature DB >> 25012961

Glasgow Coma Scale score dominates the association between admission Sequential Organ Failure Assessment score and 30-day mortality in a mixed intensive care unit population.

Daniel B Knox1, Michael J Lanspa2, Cristina M Pratt3, Kathryn G Kuttler4, Jason P Jones5, Samuel M Brown6.   

Abstract

OBJECTIVE: The Sequential Organ Failure Assessment (SOFA) score, a measure of multiple-organ dysfunction syndrome, is used to predict mortality in critically ill patients by assigning equally weighted scores across 6 different organ systems. We hypothesized that specific organ systems would have a greater association with mortality than others.
DESIGN: We retrospectively studied patients admitted over a period of 4.2 years to a mixed-profile intensive care unit (ICU). We recorded age and comorbidities, and calculated SOFA organ scores. The primary outcome was 30-day all-cause mortality. We determined which organ subscores of the SOFA score were most associated with mortality using multiple analytic methods: random forests, conditional inference trees, distanced-based clustering techniques, and logistic regression.
SETTING: A 24-bed mixed-profile adult ICU that cares for medical, surgical, and trauma (level 1) patients at an academic referral center. PATIENTS: All patients' first admission to the study ICU during the study period.
MEASUREMENTS AND MAIN RESULTS: We identified 9120 first admissions during the study period. Overall 30-day mortality was 12%. Multiple analytical methods all demonstrated that the best initial prediction variables were age and the central nervous system SOFA subscore, which is determined solely by Glasgow Coma Scale score.
CONCLUSIONS: In a mixed population of critically ill patients, the Glasgow Coma Scale score dominates the association between admission SOFA score and 30-day mortality. Future research into outcomes from multiple-organ dysfunction may benefit from new models for measuring organ dysfunction with special attention to neurologic dysfunction.
Copyright © 2014 Elsevier Inc. All rights reserved.

Entities:  

Keywords:  Classification trees; ICU; Multiple-organ dysfunction; Outcomes; Random forests; SOFA

Mesh:

Year:  2014        PMID: 25012961      PMCID: PMC4140959          DOI: 10.1016/j.jcrc.2014.05.009

Source DB:  PubMed          Journal:  J Crit Care        ISSN: 0883-9441            Impact factor:   3.425


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