Skip to main content
Top
Published in: Neurocritical Care 2/2019

01-10-2019 | Electroencephalography | Original Work

A Trial of Real-Time Electrographic Seizure Detection by Neuro-ICU Nurses Using a Panel of Quantitative EEG Trends

Authors: Jennifer H. Kang, G. Clay Sherill, Saurabh R. Sinha, Christa B. Swisher

Published in: Neurocritical Care | Issue 2/2019

Login to get access

Abstract

Background

Non-convulsive seizures (NCS) are a common occurrence in the neurologic intensive care unit (Neuro-ICU) and are associated with worse outcomes. Continuous electroencephalogram (cEEG) monitoring is necessary for the detection of NCS; however, delays in interpretation are a barrier to early treatment. Quantitative EEG (qEEG) calculates a time-compressed simplified visual display from raw EEG data. This study aims to evaluate the performance of Neuro-ICU nurses utilizing bedside, real-time qEEG interpretation for detecting recurrent NCS.

Methods

This is a prospective, single-institution study of patients admitted to the Duke Neuro-ICU between 2016 and 2018 who had NCS identified on traditional cEEG review. The accuracy of recurrent seizure detection on hourly qEEG review by bedside Neuro-ICU nurses was compared to the gold standard of cEEG interpretation by two board-certified neurophysiologists. The nurses first received brief qEEG training, individualized for their specific patient. The bedside qEEG display consisted of rhythmicity spectrogram (left and right hemispheres) and amplitude-integrated EEG (left and right hemispheres) in 1-h epochs.

Results

Twenty patients were included and 174 1-h qEEG blocks were analyzed. Forty-seven blocks contained seizures (27%). The sensitivity was 85.1% (95% CI 71.1–93.1%), and the specificity was 89.8% (82.8–94.2%) for the detection of seizures for each 1-h block when compared to interpretation of conventional cEEG by two neurophysiologists. The false positive rate was 0.1/h. Hemispheric seizures (> 4 unilateral EEG electrodes) were more likely to be correctly identified by nurses on qEEG than focal seizures (≤ 4 unilateral electrodes) (p = 0.03).

Conclusions

After tailored training sessions, Neuro-ICU nurses demonstrated a good sensitivity for the interpretation of bedside real-time qEEG for the detection of recurrent NCS with a low false positive rate. qEEG is a promising tool that may be used by non-neurophysiologists and may lead to earlier detection of NCS.
Appendix
Available only for authorised users
Literature
1.
go back to reference Friedman D, Claassen J, Hirsch LJ. Continuous electroencephalogram monitoring in the intensive care unit. Anesth Analg. 2009;109(2):506–23.CrossRef Friedman D, Claassen J, Hirsch LJ. Continuous electroencephalogram monitoring in the intensive care unit. Anesth Analg. 2009;109(2):506–23.CrossRef
2.
go back to reference Claassen J, Mayer SA, Kowalski RG, Emerson RG, Hirsch LJ. Detection of electrographic seizures with continuous EEG monitoring in critically ill patients. Neurology. 2004;62(10):1743–8.CrossRef Claassen J, Mayer SA, Kowalski RG, Emerson RG, Hirsch LJ. Detection of electrographic seizures with continuous EEG monitoring in critically ill patients. Neurology. 2004;62(10):1743–8.CrossRef
3.
go back to reference Towne AR, Waterhouse EJ, Boggs JG, et al. Prevalence of nonconvulsive status epilepticus in comatose patients. Neurology. 2000;54(2):340–5.CrossRef Towne AR, Waterhouse EJ, Boggs JG, et al. Prevalence of nonconvulsive status epilepticus in comatose patients. Neurology. 2000;54(2):340–5.CrossRef
4.
go back to reference DeLorenzo RJ, Waterhouse EJ, Towne AR, et al. Persistent nonconvulsive status epilepticus after the control of convulsive status epilepticus. Epilepsia. 1998;39(8):833–40.CrossRef DeLorenzo RJ, Waterhouse EJ, Towne AR, et al. Persistent nonconvulsive status epilepticus after the control of convulsive status epilepticus. Epilepsia. 1998;39(8):833–40.CrossRef
5.
go back to reference Vespa PM, Miller C, McArthur D, et al. Nonconvulsive electrographic seizures after traumatic brain injury result in a delayed, prolonged increase in intracranial pressure and metabolic crisis. Crit Care Med. 2007;35(12):2830–6.CrossRef Vespa PM, Miller C, McArthur D, et al. Nonconvulsive electrographic seizures after traumatic brain injury result in a delayed, prolonged increase in intracranial pressure and metabolic crisis. Crit Care Med. 2007;35(12):2830–6.CrossRef
6.
go back to reference Gutierrez-Viedma A, Parejo-Carbonell B, Cuadrado ML, et al. The relevance of timing in nonconvulsive status epilepticus: a series of 38 cases. Epilepsy Behav. 2018;82:11–6.CrossRef Gutierrez-Viedma A, Parejo-Carbonell B, Cuadrado ML, et al. The relevance of timing in nonconvulsive status epilepticus: a series of 38 cases. Epilepsy Behav. 2018;82:11–6.CrossRef
7.
go back to reference Cheng JY. Latency to treatment of status epilepticus is associated with mortality and functional status. J Neurol Sci. 2016;370:290–5.CrossRef Cheng JY. Latency to treatment of status epilepticus is associated with mortality and functional status. J Neurol Sci. 2016;370:290–5.CrossRef
8.
go back to reference Mazarati AM, Baldwin RA, Sankar R, Wasterlain CG. Time-dependent decrease in the effectiveness of antiepileptic drugs during the course of self-sustaining status epilepticus. Brain Res. 1998;814(1–2):179–85.CrossRef Mazarati AM, Baldwin RA, Sankar R, Wasterlain CG. Time-dependent decrease in the effectiveness of antiepileptic drugs during the course of self-sustaining status epilepticus. Brain Res. 1998;814(1–2):179–85.CrossRef
9.
go back to reference Sanchez Fernandez I, Gainza-Lein M, Abend NS, et al. Factors associated with treatment delays in pediatric refractory convulsive status epilepticus. Neurology. 2018;90(19):e1692–701.CrossRef Sanchez Fernandez I, Gainza-Lein M, Abend NS, et al. Factors associated with treatment delays in pediatric refractory convulsive status epilepticus. Neurology. 2018;90(19):e1692–701.CrossRef
10.
go back to reference Brophy GM, Bell R, Claassen J, et al. Guidelines for the evaluation and management of status epilepticus. Neurocrit Care. 2012;17(1):3–23.CrossRef Brophy GM, Bell R, Claassen J, et al. Guidelines for the evaluation and management of status epilepticus. Neurocrit Care. 2012;17(1):3–23.CrossRef
11.
go back to reference Glauser T, Shinnar S, Gloss D, et al. Evidence-based guideline: treatment of convulsive status epilepticus in children and adults: report of the Guideline Committee of the American Epilepsy Society. Epilepsy Curr. 2016;16(1):48–61.CrossRef Glauser T, Shinnar S, Gloss D, et al. Evidence-based guideline: treatment of convulsive status epilepticus in children and adults: report of the Guideline Committee of the American Epilepsy Society. Epilepsy Curr. 2016;16(1):48–61.CrossRef
12.
go back to reference Hill CE, Parikh AO, Ellis C, Myers JS, Litt B. Timing is everything: where status epilepticus treatment fails. Ann Neurol. 2017;82(2):155–65.CrossRef Hill CE, Parikh AO, Ellis C, Myers JS, Litt B. Timing is everything: where status epilepticus treatment fails. Ann Neurol. 2017;82(2):155–65.CrossRef
13.
go back to reference Westover MB, Shafi MM, Bianchi MT, et al. The probability of seizures during EEG monitoring in critically ill adults. Clin Neurophysiol. 2015;126(3):463–71.CrossRef Westover MB, Shafi MM, Bianchi MT, et al. The probability of seizures during EEG monitoring in critically ill adults. Clin Neurophysiol. 2015;126(3):463–71.CrossRef
14.
go back to reference Haider HA, Esteller R, Hahn CD, et al. Sensitivity of quantitative EEG for seizure identification in the intensive care unit. Neurology. 2016;87(9):935–44.CrossRef Haider HA, Esteller R, Hahn CD, et al. Sensitivity of quantitative EEG for seizure identification in the intensive care unit. Neurology. 2016;87(9):935–44.CrossRef
15.
go back to reference Gavvala J, Abend N, LaRoche S, et al. Continuous EEG monitoring: a survey of neurophysiologists and neurointensivists. Epilepsia. 2014;55(11):1864–71.CrossRef Gavvala J, Abend N, LaRoche S, et al. Continuous EEG monitoring: a survey of neurophysiologists and neurointensivists. Epilepsia. 2014;55(11):1864–71.CrossRef
16.
go back to reference Swisher CB, Sinha SR. Utilization of quantitative EEG trends for critical care continuous EEG monitoring: a survey of neurophysiologists. J Clin Neurophysiol. 2016;33(6):538–44.CrossRef Swisher CB, Sinha SR. Utilization of quantitative EEG trends for critical care continuous EEG monitoring: a survey of neurophysiologists. J Clin Neurophysiol. 2016;33(6):538–44.CrossRef
17.
go back to reference Swisher CB, White CR, Mace BE, et al. Diagnostic accuracy of electrographic seizure detection by neurophysiologists and non-neurophysiologists in the adult ICU using a panel of quantitative EEG trends. J Clin Neurophysiol. 2015;32(4):324–30.CrossRef Swisher CB, White CR, Mace BE, et al. Diagnostic accuracy of electrographic seizure detection by neurophysiologists and non-neurophysiologists in the adult ICU using a panel of quantitative EEG trends. J Clin Neurophysiol. 2015;32(4):324–30.CrossRef
18.
go back to reference Amorim E, Williamson CA, Moura L, et al. Performance of spectrogram-based seizure identification of adult EEGs by critical care nurses and neurophysiologists. J Clin Neurophysiol. 2017;34(4):359–64.CrossRef Amorim E, Williamson CA, Moura L, et al. Performance of spectrogram-based seizure identification of adult EEGs by critical care nurses and neurophysiologists. J Clin Neurophysiol. 2017;34(4):359–64.CrossRef
19.
go back to reference Lalgudi Ganesan S, Stewart CP, Atenafu EG, et al. Seizure identification by critical care providers using quantitative electroencephalography. Crit Care Med. 2018;46(12):e1105–11.CrossRef Lalgudi Ganesan S, Stewart CP, Atenafu EG, et al. Seizure identification by critical care providers using quantitative electroencephalography. Crit Care Med. 2018;46(12):e1105–11.CrossRef
20.
go back to reference Sinha SR. Quantitative EEG principles. In: LaRoche SM, editor. Handbook of ICU EEG monitoring. New York: Demos Medical Publishing; 2013. p. 221–7. Sinha SR. Quantitative EEG principles. In: LaRoche SM, editor. Handbook of ICU EEG monitoring. New York: Demos Medical Publishing; 2013. p. 221–7.
21.
go back to reference Leitinger M, Beniczky S, Rohracher A, et al. Salzburg consensus criteria for non-convulsive status epilepticus—approach to clinical application. Epilepsy Behav. 2015;49:158–63.CrossRef Leitinger M, Beniczky S, Rohracher A, et al. Salzburg consensus criteria for non-convulsive status epilepticus—approach to clinical application. Epilepsy Behav. 2015;49:158–63.CrossRef
22.
go back to reference Sinha SR, Smart SO, Husain AM. Seizure burden score: a quantitative description of seizure intensity in continuous EEG recordings. Epilepsia. 2013;54(Suppl 6):106–24. Sinha SR, Smart SO, Husain AM. Seizure burden score: a quantitative description of seizure intensity in continuous EEG recordings. Epilepsia. 2013;54(Suppl 6):106–24.
23.
go back to reference Vespa PM, Nuwer MR, Nenov V, et al. Increased incidence and impact of nonconvulsive and convulsive seizures after traumatic brain injury as detected by continuous electroencephalographic monitoring. J Neurosurg. 1999;91(5):750–60.CrossRef Vespa PM, Nuwer MR, Nenov V, et al. Increased incidence and impact of nonconvulsive and convulsive seizures after traumatic brain injury as detected by continuous electroencephalographic monitoring. J Neurosurg. 1999;91(5):750–60.CrossRef
24.
go back to reference De Marchis GM, Pugin D, Meyers E, et al. Seizure burden in subarachnoid hemorrhage associated with functional and cognitive outcome. Neurology. 2016;86(3):253–60.CrossRef De Marchis GM, Pugin D, Meyers E, et al. Seizure burden in subarachnoid hemorrhage associated with functional and cognitive outcome. Neurology. 2016;86(3):253–60.CrossRef
25.
go back to reference Payne ET, Zhao XY, Frndova H, et al. Seizure burden is independently associated with short term outcome in critically ill children. Brain. 2014;137(Pt 5):1429–38.CrossRef Payne ET, Zhao XY, Frndova H, et al. Seizure burden is independently associated with short term outcome in critically ill children. Brain. 2014;137(Pt 5):1429–38.CrossRef
26.
go back to reference McBride MC, Laroia N, Guillet R. Electrographic seizures in neonates correlate with poor neurodevelopmental outcome. Neurology. 2000;55(4):506–13.CrossRef McBride MC, Laroia N, Guillet R. Electrographic seizures in neonates correlate with poor neurodevelopmental outcome. Neurology. 2000;55(4):506–13.CrossRef
27.
go back to reference Pisani F, Copioli C, Di Gioia C, Turco E, Sisti L. Neonatal seizures: relation of ictal video-electroencephalography (EEG) findings with neurodevelopmental outcome. J Child Neurol. 2008;23(4):394–8.CrossRef Pisani F, Copioli C, Di Gioia C, Turco E, Sisti L. Neonatal seizures: relation of ictal video-electroencephalography (EEG) findings with neurodevelopmental outcome. J Child Neurol. 2008;23(4):394–8.CrossRef
28.
go back to reference Rao SK, Mahulikar A, Ibrahim M, et al. Inadequate benzodiazepine dosing may result in progression to refractory and non-convulsive status epilepticus. Epileptic Disord. 2018;20(4):265–9.PubMed Rao SK, Mahulikar A, Ibrahim M, et al. Inadequate benzodiazepine dosing may result in progression to refractory and non-convulsive status epilepticus. Epileptic Disord. 2018;20(4):265–9.PubMed
29.
go back to reference Abend NS, Gutierrez-Colina AM, Topjian AA, et al. Nonconvulsive seizures are common in critically ill children. Neurology. 2011;76(12):1071–7.CrossRef Abend NS, Gutierrez-Colina AM, Topjian AA, et al. Nonconvulsive seizures are common in critically ill children. Neurology. 2011;76(12):1071–7.CrossRef
30.
go back to reference Akman CI, Micic V, Thompson A, Riviello JJ Jr. Seizure detection using digital trend analysis: factors affecting utility. Epilepsy Res. 2011;93(1):66–72.CrossRef Akman CI, Micic V, Thompson A, Riviello JJ Jr. Seizure detection using digital trend analysis: factors affecting utility. Epilepsy Res. 2011;93(1):66–72.CrossRef
31.
go back to reference Nitzschke R, Muller J, Engelhardt R, Schmidt GN. Single-channel amplitude integrated EEG recording for the identification of epileptic seizures by nonexpert physicians in the adult acute care setting. J Clin Monit Comput. 2011;25(5):329–37.CrossRef Nitzschke R, Muller J, Engelhardt R, Schmidt GN. Single-channel amplitude integrated EEG recording for the identification of epileptic seizures by nonexpert physicians in the adult acute care setting. J Clin Monit Comput. 2011;25(5):329–37.CrossRef
32.
go back to reference Rennie JM, Chorley G, Boylan GB, et al. Non-expert use of the cerebral function monitor for neonatal seizure detection. Arch Dis Child Fetal Neonatal Ed. 2004;89(1):F37–40.CrossRef Rennie JM, Chorley G, Boylan GB, et al. Non-expert use of the cerebral function monitor for neonatal seizure detection. Arch Dis Child Fetal Neonatal Ed. 2004;89(1):F37–40.CrossRef
33.
go back to reference Shellhaas RA, Soaita AI, Clancy RR. Sensitivity of amplitude-integrated electroencephalography for neonatal seizure detection. Pediatrics. 2007;120(4):770–7.CrossRef Shellhaas RA, Soaita AI, Clancy RR. Sensitivity of amplitude-integrated electroencephalography for neonatal seizure detection. Pediatrics. 2007;120(4):770–7.CrossRef
34.
go back to reference Williamson CA, Wahlster S, Shafi MM, Westover MB. Sensitivity of compressed spectral arrays for detecting seizures in acutely ill adults. Neurocrit Care. 2014;20(1):32–9.CrossRef Williamson CA, Wahlster S, Shafi MM, Westover MB. Sensitivity of compressed spectral arrays for detecting seizures in acutely ill adults. Neurocrit Care. 2014;20(1):32–9.CrossRef
35.
go back to reference Evans E, Koh S, Lerner J, Sankar R, Garg M. Accuracy of amplitude integrated EEG in a neonatal cohort. Arch Dis Child Fetal Neonatal Ed. 2010;95(3):F169–73.CrossRef Evans E, Koh S, Lerner J, Sankar R, Garg M. Accuracy of amplitude integrated EEG in a neonatal cohort. Arch Dis Child Fetal Neonatal Ed. 2010;95(3):F169–73.CrossRef
Metadata
Title
A Trial of Real-Time Electrographic Seizure Detection by Neuro-ICU Nurses Using a Panel of Quantitative EEG Trends
Authors
Jennifer H. Kang
G. Clay Sherill
Saurabh R. Sinha
Christa B. Swisher
Publication date
01-10-2019
Publisher
Springer US
Published in
Neurocritical Care / Issue 2/2019
Print ISSN: 1541-6933
Electronic ISSN: 1556-0961
DOI
https://doi.org/10.1007/s12028-019-00673-z

Other articles of this Issue 2/2019

Neurocritical Care 2/2019 Go to the issue