TY - JOUR
T1 - Clinical risk score for persistent postconcussion symptomsamong children with acute concussion in the ED
AU - for the Pediatric Emergency Research Canada (PERC) Concussion Team
AU - Zemek, Roger
AU - Barrowman, Nick
AU - Freedman, Stephen B.
AU - Gravel, Jocelyn
AU - Gagnon, Isabelle
AU - McGahern, Candice
AU - Aglipay, Mary
AU - Sangha, Gurinder
AU - Boutis, Kathy
AU - Beer, Darcy
AU - Craig, William
AU - Burns, Emma
AU - Farion, Ken J.
AU - Mikrogianakis, Angelo
AU - Barlow, Karen
AU - Dubrovsky, Alexander S.
AU - Meeuwisse, Willem
AU - Gioia, Gerard
AU - Meehan, William P.
AU - Beauchamp, Miriam H.
AU - Kamil, Yael
AU - Grool, Anne M.
AU - Hoshizaki, Blaine
AU - Anderson, Peter
AU - Brooks, Brian L.
AU - Yeates, Keith Owen
AU - Vassilyadi, Michael
AU - Klassen, Terry
AU - Keightley, Michelle
AU - Richer, Lawrence
AU - De Matteo, Carol
AU - Osmond, Martin H.
AU - Xie, Jialing
AU - Chatfield, Jennifer
AU - Dow, Nadia
AU - Papadimitropoulos, Rena
AU - Levesque, Tracey
AU - Langford, Cindy
AU - Tran, Tinh Trung
AU - Candice McGahern, McGahern
AU - Vanessa DiGirolamo, DiGirolamo
AU - Mazza, Joanna
AU - Maryse Lagace, Lagace
AU - Cook, Ramona
AU - Fitzpatrick, Eleanor
AU - Jessica MacIntyre, MacIntyre
AU - Moore, Jill
N1 - Publisher Copyright:
Copyright 2016 American Medical Association. All rights reserved.
PY - 2016/3/8
Y1 - 2016/3/8
N2 - IMPORTANCE Approximately one-third of children experiencing acute concussion experience ongoing somatic, cognitive, and psychological or behavioral symptoms, referred to as persistent postconcussion symptoms (PPCS). However, validated and pragmatic tools enabling clinicians to identify patients at risk for PPCS do not exist. OBJECTIVE To derive and validate a clinical risk score for PPCS among children presenting to the emergency department. DESIGN, SETTING, AND PARTICIPANTS Prospective, multicenter cohort study (Predicting and Preventing Postconcussive Problems in Pediatrics [5P]) enrolled young patients (aged 5-<18 years) who presented within 48 hours of an acute head injury at 1 of 9 pediatric emergency departments within the Pediatric Emergency Research Canada (PERC) network from August 2013 through September 2014 (derivation cohort) and from October 2014 through June 2015 (validation cohort). Participants completed follow-up 28 days after the injury. EXPOSURES All eligible patients had concussions consistent with the Zurich consensus diagnostic criteria. MAIN OUTCOMES AND MEASURES The primary outcomewas PPCS risk score at 28 days, which was defined as 3 or more new or worsening symptoms using the patient-reported Postconcussion Symptom Inventory compared with recalled state of being prior to the injury. RESULTS In total, 3063 patients (median age, 12.0 years [interquartile range, 9.2-14.6 years]; 1205 [39.3%] girls) were enrolled (n = 2006 in the derivation cohort; n = 1057 in the validation cohort) and 2584 of whom (n = 1701 [85%] in the derivation cohort; n = 883 [84%] in the validation cohort) completed follow-up at 28 days after the injury. Persistent postconcussion symptoms were present in 801 patients (31.0%) (n = 510 [30.0%] in the derivation cohort and n = 291 [33.0%] in the validation cohort). The 12-point PPCS risk score model for the derivation cohort included the variables of female sex, age of 13 years or older, physician-diagnosed migraine history, prior concussion with symptoms lasting longer than 1 week, headache, sensitivity to noise, fatigue, answering questions slowly, and 4 or more errors on the Balance Error Scoring System tandem stance. The area under the curve was 0.71 (95%CI, 0.69-0.74) for the derivation cohort and 0.68 (95%CI, 0.65-0.72) for the validation cohort. CONCLUSIONS AND RELEVANCE A clinical risk score developed among children presenting to the emergency department with concussion and head injury within the previous 48 hours had modest discrimination to stratify PPCS risk at 28 days. Before this score is adopted in clinical practice, further research is needed for external validation, assessment of accuracy in an office setting, and determination of clinical utility.
AB - IMPORTANCE Approximately one-third of children experiencing acute concussion experience ongoing somatic, cognitive, and psychological or behavioral symptoms, referred to as persistent postconcussion symptoms (PPCS). However, validated and pragmatic tools enabling clinicians to identify patients at risk for PPCS do not exist. OBJECTIVE To derive and validate a clinical risk score for PPCS among children presenting to the emergency department. DESIGN, SETTING, AND PARTICIPANTS Prospective, multicenter cohort study (Predicting and Preventing Postconcussive Problems in Pediatrics [5P]) enrolled young patients (aged 5-<18 years) who presented within 48 hours of an acute head injury at 1 of 9 pediatric emergency departments within the Pediatric Emergency Research Canada (PERC) network from August 2013 through September 2014 (derivation cohort) and from October 2014 through June 2015 (validation cohort). Participants completed follow-up 28 days after the injury. EXPOSURES All eligible patients had concussions consistent with the Zurich consensus diagnostic criteria. MAIN OUTCOMES AND MEASURES The primary outcomewas PPCS risk score at 28 days, which was defined as 3 or more new or worsening symptoms using the patient-reported Postconcussion Symptom Inventory compared with recalled state of being prior to the injury. RESULTS In total, 3063 patients (median age, 12.0 years [interquartile range, 9.2-14.6 years]; 1205 [39.3%] girls) were enrolled (n = 2006 in the derivation cohort; n = 1057 in the validation cohort) and 2584 of whom (n = 1701 [85%] in the derivation cohort; n = 883 [84%] in the validation cohort) completed follow-up at 28 days after the injury. Persistent postconcussion symptoms were present in 801 patients (31.0%) (n = 510 [30.0%] in the derivation cohort and n = 291 [33.0%] in the validation cohort). The 12-point PPCS risk score model for the derivation cohort included the variables of female sex, age of 13 years or older, physician-diagnosed migraine history, prior concussion with symptoms lasting longer than 1 week, headache, sensitivity to noise, fatigue, answering questions slowly, and 4 or more errors on the Balance Error Scoring System tandem stance. The area under the curve was 0.71 (95%CI, 0.69-0.74) for the derivation cohort and 0.68 (95%CI, 0.65-0.72) for the validation cohort. CONCLUSIONS AND RELEVANCE A clinical risk score developed among children presenting to the emergency department with concussion and head injury within the previous 48 hours had modest discrimination to stratify PPCS risk at 28 days. Before this score is adopted in clinical practice, further research is needed for external validation, assessment of accuracy in an office setting, and determination of clinical utility.
UR - http://www.scopus.com/inward/record.url?scp=84960922350&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84960922350&partnerID=8YFLogxK
U2 - 10.1001/jama.2016.1203
DO - 10.1001/jama.2016.1203
M3 - Article
C2 - 26954410
AN - SCOPUS:84960922350
SN - 0098-7484
VL - 315
SP - 1014
EP - 1025
JO - JAMA - Journal of the American Medical Association
JF - JAMA - Journal of the American Medical Association
IS - 10
ER -