TY - JOUR
T1 - Quantitative EEG Parameters for Prediction of Outcome in Severe Traumatic Brain Injury
T2 - Development Study
AU - Tolonen, Antti
AU - Särkelä, Mika
AU - Takala, Riikka
AU - Katila, Ari
AU - Frantzén, Janek
AU - Posti, Jussi
AU - Müller, Markus
AU - van Gils, Mark
AU - Tenovuo, Olli
N1 - Funding Information:
The author(s) disclosed receipt of the following financial support for the research, authorship, and/or publication of this article: This work was supported by the European Union’s 7th Framework Programme (project reference 270259, TBIcare).
Publisher Copyright:
© EEG and Clinical Neuroscience Society (ECNS) 2017.
Copyright:
Copyright 2018 Elsevier B.V., All rights reserved.
PY - 2018
Y1 - 2018
N2 - Monitoring of quantitative EEG (QEEG) parameters in the intensive care unit (ICU) can aid in the treatment of traumatic brain injury (TBI) patients by complementing visual EEG review done by an expert. We performed an explorative study investigating the prognostic value of 59 QEEG parameters in predicting the outcome of patients with severe TBI. Continuous EEG recordings were done on 28 patients with severe TBI in the ICU of Turku University Hospital. We computed a set of QEEG parameters for each patient, and correlated these to patient outcome, measured by dichotomized Glasgow Outcome Scale (GOS) at a follow-up visit between 6 and 12 months, using area under receiver operating characteristic curve (AUC) as a nonlinear correlation measure. For 17 of the 59 QEEG parameters (28.8%), the AUC differed significantly from 0.5, most of these parameters measured EEG power or variability. The best QEEG parameters for outcome prediction were alpha power (AUC = 0.87, P <.01) and variability of the relative fast theta power (AUC = 0.84, P <.01). The results of this study indicate that QEEG parameters provide useful information for predicting outcome in severe TBI. Novel QEEG parameters with potential in outcome prediction were found, the prognostic value of these parameters should be confirmed in later studies. The results also provide further evidence of the usefulness of parameters studied in preexisting studies.
AB - Monitoring of quantitative EEG (QEEG) parameters in the intensive care unit (ICU) can aid in the treatment of traumatic brain injury (TBI) patients by complementing visual EEG review done by an expert. We performed an explorative study investigating the prognostic value of 59 QEEG parameters in predicting the outcome of patients with severe TBI. Continuous EEG recordings were done on 28 patients with severe TBI in the ICU of Turku University Hospital. We computed a set of QEEG parameters for each patient, and correlated these to patient outcome, measured by dichotomized Glasgow Outcome Scale (GOS) at a follow-up visit between 6 and 12 months, using area under receiver operating characteristic curve (AUC) as a nonlinear correlation measure. For 17 of the 59 QEEG parameters (28.8%), the AUC differed significantly from 0.5, most of these parameters measured EEG power or variability. The best QEEG parameters for outcome prediction were alpha power (AUC = 0.87, P <.01) and variability of the relative fast theta power (AUC = 0.84, P <.01). The results of this study indicate that QEEG parameters provide useful information for predicting outcome in severe TBI. Novel QEEG parameters with potential in outcome prediction were found, the prognostic value of these parameters should be confirmed in later studies. The results also provide further evidence of the usefulness of parameters studied in preexisting studies.
KW - traumatic brain injury
KW - continuous electroencephalography
KW - quantitative electroencephalography
KW - prognosis
KW - outcome
UR - http://www.scopus.com/inward/record.url?scp=85042123102&partnerID=8YFLogxK
U2 - 10.1177/1550059417742232
DO - 10.1177/1550059417742232
M3 - Article
SN - 1550-0594
VL - 49
SP - 248
EP - 257
JO - Clinical EEG and Neuroscience
JF - Clinical EEG and Neuroscience
IS - 4
ER -