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External validation of the MISSED score to predict mortality
in patients with severe sepsis and septic shock in the
emergency department
Seung Mok Ryoo, Shin Ahn,Won Young Kim and Kyoung Soo Lim
Objective The Mortality in Severe Sepsis in the
Emergency Department (MISSED) score was derived
to predict in-hospital mortality in septic patients in the
emergency department (ED). The present study aimed
to validate the MISSED score in patients receiving early
goal-directed therapy (EGDT).
Methods Data were analyzed from 280 patients who
received EGDT in a tertiary center ED in Korea. Age 65
years and above, albumin level 27 g/l or less, and
international normalized ratio of at least 1.2 were variables
included in the MISSED score.
Results With a cutoff point of 5.5, the odds ratio for death
was 2.17 (95% confidence interval 1.18–4.02). Mortality
rates with MISSED scores of 0, < 5.5, and Z 5.5 were 4.5,
13.4, and 25.2%, respectively. Although the score was less
discriminatory in patients who had EGDT commenced in
the ED, a MISSED score higher than 5.5 remained
significant.
Conclusion Further studies are required to validate the
MISSED score in more diverse patients. European Journal
of Emergency Medicine 00:000–000 c 2014 Wolters
Kluwer Health | Lippincott Williams & Wilkins.
European Journal of Emergency Medicine 2014, 00:000–000
Keywords: clinical prediction rule, emergency medicine, mortality, sepsis,
septic shock
Department of Emergency Medicine, Asan Medical Center, College of Medicine,
University of Ulsan, Seoul, Korea
Correspondence to Shin Ahn, MD, Department of Emergency Medicine, Asan
Medical Center, College of Medicine, University of Ulsan, 388-1, Pungnap-dong,
Songpa-gu, Seoul, 138-736, Korea
Tel: + 82 2 3010 5327; fax: + 82 2 3010 3360; e-mail: ans1023@gmail.com
Received 15 December 2013 Accepted 24 March 2014
Introduction
Despite advances in modern antibiotics and resuscitation
therapies, severe sepsis and septic shock remain a major
cause of morbidity and mortality in critically ill patients
[1]. Various prognostic scores have been developed to
predict the outcomes of these critically ill patients,
including one system specifically conceived for emergency
department (ED) patients [2–6]. Recently, a group from a
tertiary hospital in the UK used the pooled datasets of
patients with severe sepsis and septic shock who were
admitted to the ICU within 7 days of ED attendance,
including those who received early goal-directed therapy
(EGDT) in the ED, to derive and internally validate a
clinical prediction rule to predict Mortality in Severe
Sepsis in the Emergency Department, termed the
MISSED score [7]. Three independent variables were
identified to predict a high risk of death – age at least 65
years, albumin level up to 27 g/l, and an international
normalized ratio (INR) of 1.2 or more – and points of
2.5, 3, and 3.5 were allocated, respectively, to reach a
total summed score. The score ranged from 0 to 9, with a
cutoff point of 5.5, and it showed an equivalent performance
to that of other prognostic scores in terms of predicting
mortality. The main goal of the scoring system was to
determine which severe sepsis patients are at a high risk of
death and require more active resuscitation measures.
The primary goal of this study was to determine whether
the MISSED score could also be applied to independent
patients receiving EGDT. The secondary goal was to
compare the performance of the MISSED score with that
of the Sepsis-related Organ Failure Assessment (SOFA)
score.
Methods
Since January 2010, data on adult patients with sepsis
visiting the ED of Asan Medical Center and receiving
EGDT have been prospectively collected. Sepsis was
defined as the presence of infection together with its
systemic manifestations. The decision for implementa-
tion of EGDT was made on the basis of the Surviving
Sepsis Campaign guidelines for the management of
severe sepsis and septic shock, and patients who had
hypotension (systolic blood pressure <90 mmHg or mean
arterial pressure <70 mmHg or a systolic blood pressure
decrease >40 mmHg) persisting after initial fluid chal-
lenge or a blood lactate concentration of at least 4 mmol/l
had EGDTcommenced [8]. From this registry, using the
convenience sampling method, we retrospectively ana-
lyzed 1333 patients visited between January 2010 and
December 2012. The hospital research ethics board
approved the protocol.
The same exclusion criteria as the original derivation
study were adopted, and patients with active malignancy
or patients on vitamin K antagonists were excluded.
The primary outcome was 28-day mortality during the
treatment period. For those who were discharged before
Original article 1
0969-9546 c 2014 Wolters Kluwer Health | Lippincott Williams & Wilkins DOI: 10.1097/MEJ.0000000000000156