Delirium screening in the intensive care unit using emerging QEEG techniques: A pilot study

被引:13
作者
Hunter, Andrew [1 ]
Crouch, Barry [1 ]
Webster, Nigel [1 ]
Platt, Bettina [1 ]
机构
[1] Univ Aberdeen, Inst Med Sci, Aberdeen, Scotland
关键词
delirium; ICU; QEEG; EEG; Granger causality; coherence; connectivity; CONFUSION ASSESSMENT METHOD; FUNCTIONAL CONNECTIVITY; EEG; PROPOFOL; VALIDATION; FLOW;
D O I
10.3934/Neuroscience.2020001
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Delirium is an under-diagnosed yet frequently occurring clinical complication with potentially serious consequences for intensive care unit (ICU) patients. Diagnosis is currently reactive and based upon qualitative assessment of the patient's cognitive status by ICU staff. Here, we conducted a preliminary investigation into whether emerging quantitative electroencephalography (QEEG) analysis techniques can accurately discriminate between delirious and non-delirious patients in an ICU setting. Resting EEG recordings from 5 ICU patients in a state of delirium and 5 age matched control patients were analyzed using autoregressive spectral estimation for quantification of EEG power and renormalized partial directed coherence for analysis of directed functional connectivity. Delirious subjects exhibited pronounced EEG slowing as well as severe general loss of directed functional connectivity between recording sites. Distinction between groups based on these parameters was surprisingly clear given the low sample size employed. Furthermore, by targeting the electrode positions where effects were most apparent it was possible to clearly segregate patients using only 3 scalp electrodes. These findings indicate that quantitative diagnosis and monitoring of delirium is not only possible using emerging QEEG methods but is also accomplishable using very low-density electrode systems.
引用
收藏
页码:1 / 16
页数:16
相关论文
共 34 条
[1]  
American Psychiatric Association (APA), 2013, Diagnostic and statistical manual of mental disorders, V5th
[2]  
Boot Rebecca, 2012, Intensive Crit Care Nurs, V28, P185, DOI 10.1016/j.iccn.2011.11.004
[3]   Propofol and the risk of delirium: Exploring the anticholinergic properties of propofol [J].
Brown, Kristine E. ;
Mirrakhimov, Aibek E. ;
Yeddula, Kalpana ;
Kwatra, Madan M. .
MEDICAL HYPOTHESES, 2013, 81 (04) :536-539
[4]   Systematic Review on Resting-State EEG for Alzheimer's Disease Diagnosis and Progression Assessment [J].
Cassani, Raymundo ;
Estarellas, Mar ;
San-Martin, Rodrigo ;
Fraga, Francisco J. ;
Falk, Tiago H. .
DISEASE MARKERS, 2018, 2018
[5]   Neural Network Functional Connectivity During and After an Episode of Delirium [J].
Choi, Soo-Hee ;
Lee, Hyeongrae ;
Chung, Tae-Sub ;
Park, Kyung-Min ;
Jung, Young-Chul ;
Kim, Sun I. ;
Kim, Jae-Jin .
AMERICAN JOURNAL OF PSYCHIATRY, 2012, 169 (05) :498-507
[6]   Detection of time-, frequency- and direction-resolved communication within brain networks [J].
Crouch, Barry ;
Sommerlade, Linda ;
Veselcic, Peter ;
Riedel, Gernot ;
Schelter, Bjorn ;
Platt, Bettina .
SCIENTIFIC REPORTS, 2018, 8
[7]   Current opinions regarding the importance, diagnosis, and management of delirium in the intensive care unit: A survey of 912 healthcare professionals [J].
Ely, EW ;
Stephens, RK ;
Jackson, JC ;
Thomason, JWW ;
Truman, B ;
Gordon, S ;
Dittus, RS ;
Bernard, GR .
CRITICAL CARE MEDICINE, 2004, 32 (01) :106-112
[8]   Evaluation of delirium in critically ill patients: Validation of the Confusion Assessment Method for the Intensive Care Unit (CAM-ICU) [J].
Ely, EW ;
Margolin, R ;
Francis, J ;
May, L ;
Truman, B ;
Dittus, R ;
Speroff, T ;
Gautam, S ;
Bernard, GR ;
Inouye, SK .
CRITICAL CARE MEDICINE, 2001, 29 (07) :1370-1379
[9]   Delirium as a predictor of mortality in mechanically ventilated patients in the intensive care unit [J].
Ely, EW ;
Shintani, A ;
Truman, B ;
Speroff, T ;
Gordon, SM ;
Harrell, FE ;
Inouye, SK ;
Bernard, GR ;
Dittus, RS .
JAMA-JOURNAL OF THE AMERICAN MEDICAL ASSOCIATION, 2004, 291 (14) :1753-1762
[10]   Declining functional connectivity and changing hub locations in Alzheimer's disease: an EEG study [J].
Engels, Marjolein M. A. ;
Stam, Cornelis J. ;
van der Flier, Wiesje M. ;
Scheltens, Philip ;
de Waal, Hanneke ;
van Straaten, Elisabeth C. W. .
BMC NEUROLOGY, 2015, 15