The Value of the Aperiodic Exponent of the Intraoperative Electroencephalogram for Predicting Postoperative Delirium in Elderly Patients.

Martin Soehle,Jan Menzenbach,Katharina Riedel,Mark Coburn,Marcus Thudium
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Abstract

BACKGROUND Postoperative delirium (POD) is a frequent and serious complication after surgery. Parameters of the electroencephalogram (EEG), such as the Bispectral Index and the occurrence of burst suppression, have been associated with POD. We analyzed the predictive properties of periodic and aperiodic parameters of the EEG power spectrum. METHODS In a secondary post-hoc analysis of a prospective observational study, patients with an age of at least 60 years undergoing major cardiac or non-cardiac surgery were analyzed. The frontal intraoperative raw EEG was recorded by a BIS monitor and offline analyzed with the FOOOF toolbox, revealing the periodic and aperiodic parameters of the power spectrum. Patients were screened for POD and divided in a 2:1 ratio into a training and a validation cohort. Predictors of POD were identified by uni- and multivariable logistic regression. RESULTS Thirty-two out of the 120 training group patients developed POD. These showed a significantly longer median duration of surgery (286 [interquartile range {IQR} 236-391] vs 223 [127-331] min, P = .005), lower median BIS (40.4 [IQR 38.1-43.4] vs 42.7 [39.5-46.0], P = .038), and a higher mean aperiodic exponent (2.09 ± 0.19 vs 1.99 ± 0.17, P = .017). Duration of surgery (odds ratio [OR] = 1.01; 95% confidence interval [CI], 1.00-1.01, P = .005), peak center frequency (OR = 0.79; CI, 0.62-0.97, P = .039) and aperiodic exponent (OR = 23.2; CI, 2.1-318.2, P = .013) were predictors of POD according to univariable logistic regression. At a cutoff of 1.967, the aperiodic exponent had a sensitivity of 0.813 and a specificity of 0.478 for the prediction of POD. A low duration of time spent in burst suppression was observed in both patients with POD (67 [6-363] s) and without POD (173 [4-641] s, P = .30), and cumulative burst suppression time was not a predictor of POD. In a stepwise regression model, age, duration of surgery, peak power, and the aperiodic exponent were associated with POD (AUROC = 0.80 (CI, 0.71-0.89, P < .001). The predictive model was confirmed in the validation group (n = 60) with an AUROC = 0.77 (CI, 0.65-0.90, P = .001). CONCLUSIONS A higher aperiodic exponent, for example, a less complex EEG signal, is associated with a greater POD risk, especially in combination with known POD predictors such as age and duration of surgery.
术中脑电图非周期指数对老年患者术后谵妄的预测价值。
背景术后谵妄(POD)是术后常见且严重的并发症。脑电图(EEG)的参数,如双谱指数和爆发抑制的发生,与POD有关。分析了脑电功率谱周期参数和非周期参数的预测特性。方法在一项前瞻性观察性研究的二次事后分析中,对年龄在60岁以上接受重大心脏或非心脏手术的患者进行了分析。术中额叶原始脑电图由BIS监护仪记录,并用FOOOF工具箱离线分析,揭示功率谱的周期和非周期参数。对患者进行POD筛查,并按2:1的比例分为训练组和验证组。通过单变量和多变量logistic回归确定POD的预测因素。结果训练组120例患者中32例发生POD。结果显示,中位手术时间明显延长(286[四分位间距{IQR} 236-391] vs 223 [127-331] min, P = 0.005),中位BIS较低(40.4 [IQR 38.1-43.4] vs 42.7 [39.5-46.0], P = 0.038),平均非周期指数较高(2.09±0.19 vs 1.99±0.17,P = 0.017)。单变量logistic回归分析显示,手术时间(优势比[OR] = 1.01; 95%可信区间[CI], 1.00 ~ 1.01, P = 0.005)、峰值中心频率(OR = 0.79; CI, 0.62 ~ 0.97, P = 0.039)和非周期指数(OR = 23.2; CI, 2.1 ~ 318.2, P = 0.013)是POD的预测因子。截止值为1.967时,非周期指数预测POD的敏感性为0.813,特异性为0.478。在POD患者(67 [6-363]s)和无POD患者(173 [4-641]s, P = 0.30)中,burst抑制持续时间较短,累积burst抑制时间不是POD的预测因子。在逐步回归模型中,年龄、手术时间、峰值功率和非周期指数与POD相关(AUROC = 0.80 (CI, 0.71-0.89, P < 0.001)。该预测模型在验证组(n = 60)得到证实,AUROC = 0.77 (CI, 0.65 ~ 0.90, P = .001)。结论较高的非周期指数,如较不复杂的脑电图信号,与较高的POD风险相关,特别是结合已知的POD预测因素,如年龄和手术时间。
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