TY - JOUR
T1 - Derivation and internal validation of a mortality prediction tool for initial survivors of pediatric in-hospital cardiac arrest
AU - For the American Heart Association's Get With The Guidelines – Resuscitation Investigators
AU - Holmberg, Mathias J.
AU - Moskowitz, Ari
AU - Raymond, Tia T.
AU - Berg, Robert A.
AU - Nadkarni, Vinay M.
AU - Topjian, Alexis A.
AU - Grossestreuer, Anne V.
AU - Donnino, Michael W.
AU - Andersen, Lars W.
N1 - Publisher Copyright:
Copyright © 2017 by the Society of Critical Care Medicine and the World Federation of Pediatric Intensive and Critical Care Societies.
PY - 2018
Y1 - 2018
N2 - Objectives: To develop a clinical prediction score for predicting mortality in children following return of spontaneous circulation after in-hospital cardiac arrest. Design: Observational study using prospectively collected data. Setting: This was an analysis using data from the Get With The Guidelines-Resuscitation registry between January 2000 and December 2015. Patients: Pediatric patients (< 18 yr old) who achieved return of spontaneous circulation. Interventions: None. Measurements and Main Results: The primary outcome was inhospital mortality. Patients were divided into a derivation (3/4) and validation (1/4) cohort. A prediction score was developed using a multivariable logistic regression model with backward selection. Patient and event characteristics for the derivation cohort (n = 3,893) and validation cohort (n = 1,297) were similar. Seventeen variables associated with the outcome remained in the final reduced model after backward elimination. Predictors of in-hospital mortality included age, illness category, pre-event characteristics, arrest location, day of the week, nonshockable pulseless rhythm, duration of chest compressions, and interventions in place at time of arrest. The C-statistic for the final score was 0.77 (95% CI, 0.75-0.78) in the derivation cohort and 0.77 (95% CI, 0.74-0.79) in the validation cohort. The expected versus observed mortality plot indicated good calibration in both the derivation and validation cohorts. The score showed a stepwise increase in mortality with an observed mortality of less than 15% for scores 0-9 and greater than 80% for scores greater than or equal to 25. The model also performed well for neurologic outcome and in sensitivity analyses for events within the past 5 years and for patients with or without a pulse at the onset of chest compressions. Conclusions: We developed and internally validated a prediction score for initial survivors of pediatric in-hospital cardiac arrest. This prediction score may be useful for prognostication following cardiac arrest, stratifying patients for research, and guiding quality improvement initiatives.
AB - Objectives: To develop a clinical prediction score for predicting mortality in children following return of spontaneous circulation after in-hospital cardiac arrest. Design: Observational study using prospectively collected data. Setting: This was an analysis using data from the Get With The Guidelines-Resuscitation registry between January 2000 and December 2015. Patients: Pediatric patients (< 18 yr old) who achieved return of spontaneous circulation. Interventions: None. Measurements and Main Results: The primary outcome was inhospital mortality. Patients were divided into a derivation (3/4) and validation (1/4) cohort. A prediction score was developed using a multivariable logistic regression model with backward selection. Patient and event characteristics for the derivation cohort (n = 3,893) and validation cohort (n = 1,297) were similar. Seventeen variables associated with the outcome remained in the final reduced model after backward elimination. Predictors of in-hospital mortality included age, illness category, pre-event characteristics, arrest location, day of the week, nonshockable pulseless rhythm, duration of chest compressions, and interventions in place at time of arrest. The C-statistic for the final score was 0.77 (95% CI, 0.75-0.78) in the derivation cohort and 0.77 (95% CI, 0.74-0.79) in the validation cohort. The expected versus observed mortality plot indicated good calibration in both the derivation and validation cohorts. The score showed a stepwise increase in mortality with an observed mortality of less than 15% for scores 0-9 and greater than 80% for scores greater than or equal to 25. The model also performed well for neurologic outcome and in sensitivity analyses for events within the past 5 years and for patients with or without a pulse at the onset of chest compressions. Conclusions: We developed and internally validated a prediction score for initial survivors of pediatric in-hospital cardiac arrest. This prediction score may be useful for prognostication following cardiac arrest, stratifying patients for research, and guiding quality improvement initiatives.
KW - Heart arrest
KW - Mortality
KW - Pediatrics
KW - Prediction model
KW - Prognosis
UR - http://www.scopus.com/inward/record.url?scp=85044318837&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85044318837&partnerID=8YFLogxK
U2 - 10.1097/PCC.0000000000001416
DO - 10.1097/PCC.0000000000001416
M3 - Article
C2 - 29239980
AN - SCOPUS:85044318837
SN - 1529-7535
VL - 19
SP - 186
EP - 195
JO - Pediatric Critical Care Medicine
JF - Pediatric Critical Care Medicine
IS - 3
ER -