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

被引:23
作者
Knox, Daniel B. [1 ]
Lanspa, Michael J. [1 ,2 ]
Pratt, Cristina M. [2 ]
Kuttler, Kathryn G. [3 ]
Jones, Jason P. [4 ]
Brown, Samuel M. [1 ,2 ]
机构
[1] Univ Utah, Sch Med, Div Pulm & Crit Care Med, Salt Lake City, UT USA
[2] Intermt Med Ctr, Div Pulm & Crit Care Med, Murray, UT USA
[3] Intermt Healthcare, Homer Warner Ctr Informat Res, Murray, UT USA
[4] Kaiser Permanente Southern Calif Med Grp, Palm Desert, CA USA
关键词
SOFA; Multiple-organ dysfunction; ICU; Outcomes; Random forests; Classification trees; LINEAR-REGRESSION PREDICTION; SOFA SCORE; INTUBATED PATIENTS; SYSTEM FAILURE; VERBAL SCORE; MULTICENTER; VALIDATION; SEPSIS; DYSFUNCTION/FAILURE; STRATEGIES;
D O I
10.1016/j.jcrc.2014.05.009
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
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. (C) 2014 Elsevier Inc. All rights reserved.
引用
收藏
页码:780 / 785
页数:6
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