Preoperative characterization of baseline EEG recordings for risk stratification of post-anesthesia care unit delirium
- PMID: 36706658
- DOI: 10.1016/j.jclinane.2023.111058
Preoperative characterization of baseline EEG recordings for risk stratification of post-anesthesia care unit delirium
Abstract
Study objective: Delirium in the post-anesthesia care unit (PACU-D) presents a serious condition with a high medical and socioeconomic impact. In particular, PACU-D is among common postoperative complications of elderly patients. As PACU-D may be associated with postoperative delirium, early detection of at-risk patients and strategies to prevent PACU-D are important. We characterized EEG baseline signatures of patients who developed PACU-D following surgery and general anesthesia and patients who did not.
Design and setting: We conducted a post-hoc analysis of preoperative EEG recordings between patients with and without PACU-D, as indicated by positive bCAM scores post general anesthesia and surgery.
Patients and measurements: Preoperative baseline EEG recordings from 89 patients were recorded at controlled eyes-open (focused wakefulness) and eyes-closed (relaxed wakefulness) conditions. We computed power spectral densities, permutation entropy, spectral entropy and spectral edge frequency to see if these parameters can reflect potential baseline EEG differences between PACU-D (31.5%) and noPACU-D (68.5%) patients. Wilcoxon's Rank Sum Test as well as AUC values were used to determine statistical significance.
Main results: Baseline EEG recordings showed significant differences between PACU-D and noPACU-D patients preoperatively. Compared to the noPACU-D group, PACU-D patients presented with lower power in higher frequencies during relaxed and focused wakefulness alike. These differences in power led to AUC values of 0.73 [0.59;0.85] (permutation entropy) and 0.72 [0.61;0.83] (spectral edge frequency) indicative of a "fair" performance to separate patients with and without PACU-D.
Conclusions: The baseline EEG of relaxed wakefulness as well as focused wakefulness may be used to assess the risk of developing PACU-D following surgery under general anesthesia. Moreover, routinely used monitoring parameters capture these differences as well, potentially allowing an easy transfer to clinical settings.
Clinical trial number: NCT03775356.
Keywords: Anesthesia; Baseline EEG recording; Cognitive assessment; Neuromonitoring; PACU-D; Perioperative medicine.
Copyright © 2023 Elsevier Inc. All rights reserved.
Conflict of interest statement
Declaration of Competing Interest Dr. Kreuzer is named as inventors for a patent recently filed on a novel method for intraoperative EEG monitoring (System, method and computer-accessible medium for anesthesia monitoring using electroencephalographic monitoring); International Application No. PCT/US2020/055414, filed on 13.10.2020. Drs. Schneider and Kreuzer are names as inventors for a patent recently filed on a novel method for intraoperative EEG monitoring (System, method, and computer-accessible medium for visualization and analysis of electroencephalogram oscillations in the alpha band); International Application No. PCT/US2020/057370 filed on 26.10.2020.
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