Age-dependent cross frequency coupling features from children to adults during general anesthesia

Background: 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. Methods: We analyzed EEG signals recorded f...

Full description

Bibliographic Details
Main Authors: Zhenhu Liang, Na Ren, Xin Wen, Haiwen Li, Hang Guo, Yaqun Ma, Zheng Li, Xiaoli Li
Format: Article
Language:English
Published: Elsevier 2021-10-01
Series:NeuroImage
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S1053811921006480
id doaj-f05ac57082804c64bd394c90dfa63450
record_format Article
spelling doaj-f05ac57082804c64bd394c90dfa634502021-09-05T04:39:26ZengElsevierNeuroImage1095-95722021-10-01240118372Age-dependent cross frequency coupling features from children to adults during general anesthesiaZhenhu Liang0Na Ren1Xin Wen2Haiwen Li3Hang Guo4Yaqun Ma5Zheng Li6Xiaoli Li7Institute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China; Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Qinhuangdao 066004, ChinaInstitute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China; Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Qinhuangdao 066004, ChinaInstitute of Electrical Engineering, Yanshan University, Qinhuangdao 066004, China; Key Laboratory of Intelligent Rehabilitation and Neuromodulation of Hebei Province, Qinhuangdao 066004, ChinaDepartment of Anesthesiology, the Seventh Medical Center to Chinese PLA General Hospital, Beijing 100700, China; College of Anesthesiology, Shanxi Medical University, Taiyuan 030001, Shanxi, ChinaDepartment of Anesthesiology, the Seventh Medical Center to Chinese PLA General Hospital, Beijing 100700, China; Corresponding author.Department of Anesthesiology, the Seventh Medical Center to Chinese PLA General Hospital, Beijing 100700, ChinaCenter for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University at Zhuhai, Zhuhai, 519087, ChinaState Key Laboratory of Cognitive Neuroscience and Learning, Beijing, 100875, China; Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University at Zhuhai, Zhuhai, 519087, China; Corresponding author at: Center for Cognition and Neuroergonomics, State Key Laboratory of Cognitive Neuroscience and Learning, Beijing Normal University at Zhuhai, Zhuhai, 519087, China.Background: 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. Methods: 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). Results: (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). Conclusions: 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.http://www.sciencedirect.com/science/article/pii/S1053811921006480ElectroencephalogramPediatricPropofolPhase amplitude couplingWavelet bicoherence
collection DOAJ
language English
format Article
sources DOAJ
author Zhenhu Liang
Na Ren
Xin Wen
Haiwen Li
Hang Guo
Yaqun Ma
Zheng Li
Xiaoli Li
spellingShingle Zhenhu Liang
Na Ren
Xin Wen
Haiwen Li
Hang Guo
Yaqun Ma
Zheng Li
Xiaoli Li
Age-dependent cross frequency coupling features from children to adults during general anesthesia
NeuroImage
Electroencephalogram
Pediatric
Propofol
Phase amplitude coupling
Wavelet bicoherence
author_facet Zhenhu Liang
Na Ren
Xin Wen
Haiwen Li
Hang Guo
Yaqun Ma
Zheng Li
Xiaoli Li
author_sort Zhenhu Liang
title Age-dependent cross frequency coupling features from children to adults during general anesthesia
title_short Age-dependent cross frequency coupling features from children to adults during general anesthesia
title_full Age-dependent cross frequency coupling features from children to adults during general anesthesia
title_fullStr Age-dependent cross frequency coupling features from children to adults during general anesthesia
title_full_unstemmed Age-dependent cross frequency coupling features from children to adults during general anesthesia
title_sort age-dependent cross frequency coupling features from children to adults during general anesthesia
publisher Elsevier
series NeuroImage
issn 1095-9572
publishDate 2021-10-01
description Background: 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. Methods: 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). Results: (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). Conclusions: 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.
topic Electroencephalogram
Pediatric
Propofol
Phase amplitude coupling
Wavelet bicoherence
url http://www.sciencedirect.com/science/article/pii/S1053811921006480
work_keys_str_mv AT zhenhuliang agedependentcrossfrequencycouplingfeaturesfromchildrentoadultsduringgeneralanesthesia
AT naren agedependentcrossfrequencycouplingfeaturesfromchildrentoadultsduringgeneralanesthesia
AT xinwen agedependentcrossfrequencycouplingfeaturesfromchildrentoadultsduringgeneralanesthesia
AT haiwenli agedependentcrossfrequencycouplingfeaturesfromchildrentoadultsduringgeneralanesthesia
AT hangguo agedependentcrossfrequencycouplingfeaturesfromchildrentoadultsduringgeneralanesthesia
AT yaqunma agedependentcrossfrequencycouplingfeaturesfromchildrentoadultsduringgeneralanesthesia
AT zhengli agedependentcrossfrequencycouplingfeaturesfromchildrentoadultsduringgeneralanesthesia
AT xiaolili agedependentcrossfrequencycouplingfeaturesfromchildrentoadultsduringgeneralanesthesia
_version_ 1717814715165442048