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Hypoalbuminemia, Low Base Excess Values, and Tachypnea Predict 28-Day Mortality in Severe Sepsis and Septic Shock Patients in the Emergency Department.

Authors :
Seo MH
Choa M
You JS
Lee HS
Hong JH
Park YS
Chung SP
Park I
Source :
Yonsei medical journal [Yonsei Med J] 2016 Nov; Vol. 57 (6), pp. 1361-9.
Publication Year :
2016

Abstract

Purpose: The objective of this study was to develop a new nomogram that can predict 28-day mortality in severe sepsis and/or septic shock patients using a combination of several biomarkers that are inexpensive and readily available in most emergency departments, with and without scoring systems.<br />Materials and Methods: We enrolled 561 patients who were admitted to an emergency department (ED) and received early goal-directed therapy for severe sepsis or septic shock. We collected demographic data, initial vital signs, and laboratory data sampled at the time of ED admission. Patients were randomly assigned to a training set or validation set. For the training set, we generated models using independent variables associated with 28-day mortality by multivariate analysis, and developed a new nomogram for the prediction of 28-day mortality. Thereafter, the diagnostic accuracy of the nomogram was tested using the validation set.<br />Results: The prediction model that included albumin, base excess, and respiratory rate demonstrated the largest area under the receiver operating characteristic curve (AUC) value of 0.8173 [95% confidence interval (CI), 0.7605-0.8741]. The logistic analysis revealed that a conventional scoring system was not associated with 28-day mortality. In the validation set, the discrimination of a newly developed nomogram was also good, with an AUC value of 0.7537 (95% CI, 0.6563-0.8512).<br />Conclusion: Our new nomogram is valuable in predicting the 28-day mortality of patients with severe sepsis and/or septic shock in the emergency department. Moreover, our readily available nomogram is superior to conventional scoring systems in predicting mortality.<br />Competing Interests: The authors have no financial conflicts of interest.

Details

Language :
English
ISSN :
1976-2437
Volume :
57
Issue :
6
Database :
MEDLINE
Journal :
Yonsei medical journal
Publication Type :
Academic Journal
Accession number :
27593863
Full Text :
https://doi.org/10.3349/ymj.2016.57.6.1361