Institute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China; Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Qinhuangdao 066004, China.
Department of Anesthesiology, the Seventh Medical Center to Chinese PLA General Hospital, Beijing 100700, China; College of Anesthesiology, Shanxi Medical University, Taiyuan 030001, Shanxi, China.
Neuroimage. 2021 Oct 15;240:118372. doi: 10.1016/j.neuroimage.2021.118372. Epub 2021 Jul 7.
The frequency coupling characteristics in electroencephalogram (EEG) induced by anesthetics have been well studied in adults, but the investigation of the age-dependent cross frequency coupling features from children to adults is still lacking.
We analyzed EEG signals recorded from pediatric to adult patients (n = 131), separated into six age groups: <1 year (n = 15), 1-3 years (n = 23), 3-6 years (n = 19), 6-12 years (n = 18), 12-18 years (n = 16), and 18-45 years (n = 40). Age related EEG power and cross frequency coupling analysis (phase amplitude coupling (PAC) and quadratic phase coupling) of data from maintenance of a surgical state of anesthesia (MOSSA) was conducted. Also, for patients of ages less than 6 years, we analyzed the performance of cross frequency coupling derived indices in distinguishing the states of wakefulness, MOSSA, and recovery of consciousness (ROC).
(1) During MOSSA, EEG power substantially increased with age from infancy to 3-6 years then decreased with age in the theta-gamma frequency bands. The infant group (<1 year) had the highest slow oscillation (SO) power among all age groups. (2) The distinct PAC pattern is absent in patients less than 1 year of age both in SO-alpha and delta-alpha frequency band coupling during propofol induced unconsciousness. The modulation index between delta and alpha oscillations in MOSSA increased with age. (3) Wavelet bicoherence derived indices reach their peaks in the 3-6 years group and then decrease with age growth. (4) The Diag_En index (normalized entropy of the diagonal bicoherence entries of the bicoherence matrix) performed the best at distinguishing different states for ages less than 6 years (p<0.05).
The combination of propofol induction and sevoflurane maintenance exhibited age-dependent EEG power spectra, PAC, and bicoherence, likely related to brain development. These observations suggest new rules for infant and child brain state monitoring during general anesthesia are needed.
麻醉诱导的脑电图(EEG)中的频率耦合特征在成人中已得到充分研究,但从儿童到成人的年龄相关交叉频率耦合特征的研究仍然缺乏。
我们分析了从儿科到成年患者(n=131)记录的 EEG 信号,将其分为六个年龄组:<1 岁(n=15)、1-3 岁(n=23)、3-6 岁(n=19)、6-12 岁(n=18)、12-18 岁(n=16)和 18-45 岁(n=40)。对维持麻醉状态下(MOSSA)的数据进行了与年龄相关的 EEG 功率和交叉频率耦合分析(相位振幅耦合(PAC)和二次相位耦合)。此外,对于年龄小于 6 岁的患者,我们分析了交叉频率耦合衍生指数在区分清醒、MOSSA 和意识恢复(ROC)状态方面的性能。
(1)在 MOSSA 期间,从婴儿期到 3-6 岁,EEG 功率随年龄显著增加,然后在 theta-gamma 频段随年龄下降。所有年龄组中,婴儿组(<1 岁)的慢振荡(SO)功率最高。(2)在丙泊酚诱导无意识期间,<1 岁的患者在 SO-alpha 和 delta-alpha 频带耦合中均不存在明显的 PAC 模式。MOSSA 期间 delta 和 alpha 振荡之间的调制指数随年龄增加而增加。(3)小波双相干衍生指数在 3-6 岁组达到峰值,然后随年龄增长而下降。(4)对于年龄小于 6 岁的患者,Diag_En 指数(双相干矩阵对角双相干条目归一化熵)在区分不同状态方面表现最佳(p<0.05)。
丙泊酚诱导和七氟醚维持表现出与年龄相关的 EEG 功率谱、PAC 和双相干,这可能与大脑发育有关。这些观察结果表明,需要为儿童和儿童全身麻醉期间的大脑状态监测制定新规则。