Early prediction of delayed cerebral ischemia in subarachnoid hemorrhage based on quantitative EEG: A prospective study in adults
•Our study introduces a new algorithm for the prediction of imminent ischemia after subarachnoid hemorrhage based on quantitative EEG monitoring.•We developed an automated technique that does not require the presence of an EEG expert to preselect or analyze raw EEG data and is therefore suitable for...
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| Published in | Clinical neurophysiology Vol. 126; no. 8; pp. 1514 - 1523 |
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| Main Authors | , , , , , , , , , |
| Format | Journal Article |
| Language | English |
| Published |
Netherlands
Elsevier Ireland Ltd
01.08.2015
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| Subjects | |
| Online Access | Get full text |
| ISSN | 1388-2457 1872-8952 1872-8952 |
| DOI | 10.1016/j.clinph.2014.10.215 |
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| Summary: | •Our study introduces a new algorithm for the prediction of imminent ischemia after subarachnoid hemorrhage based on quantitative EEG monitoring.•We developed an automated technique that does not require the presence of an EEG expert to preselect or analyze raw EEG data and is therefore suitable for everyday usage by ICU staff.•Our method indicated imminent ischemia earlier than established diagnostics such as transcranial Doppler sonography or imaging and could therefore trigger intervention early enough to prevent infarction.
Delayed cerebral infarction (DCI) has a significant impact on mortality and morbidity of patients with subarachnoid hemorrhage (SAH). The aim of this study was to define quantitative EEG (qEEG) parameters for the early and reliable prediction of DCI and compare the validity and time course of qEEG to standard procedures.
12 consecutive unselected SAH patients (8 female, mean age 52years, Hunt-and-Hess grade I–IV) were prospectively examined. Continuous six channel EEG monitoring was started within 48h after admission (mean duration 5.2days; range: 2–12days). All raw and unselected EEG signal underwent automated artifact rejection, Short Time Fast Fourier Transformation and a detrending procedure in order to analyze regional spectral power changes in different frequency bands. According to clinical standards, transcranial Doppler sonography (TCD) was performed at least on alternate days and repeat cerebral computer tomography (CCT) as needed.
6 patients (50%) developed vasospasm/DCI. Decrease of ⩾40% in power persisting over ⩾5h in the alpha band and ⩾6h in the theta band marked the optimal cut-off to detect DCI (sensitivity 89%, specificity 77% for alpha). EEG changes preceded detection of vasospasm/DCI in standard procedures by 2.3days. Changes in the beta and delta band as well as in the alpha/delta ratio demonstrated lower correlation with imminent DCI.
Focal reduction in alpha power may represent a valid, observer independent, non-invasive and continuous marker for vasospasm/DCI in SAH patients.
qEEG indicates imminent ischemia earlier than established diagnostic tools, such as TCD. |
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| Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
| ISSN: | 1388-2457 1872-8952 1872-8952 |
| DOI: | 10.1016/j.clinph.2014.10.215 |