Synchronization analysis between heart rate variability and EEG activity before, during, and after epileptic seizure

被引:12
|
作者
Piper, Diana [1 ,2 ]
Schiecke, Karin [1 ]
Leistritz, Lutz [1 ]
Pester, Britta [1 ]
Benninger, Franz [3 ]
Feucht, Martha [3 ]
Ungureanu, Mihaela [2 ]
Strungaru, Rodica [2 ]
Witte, Herbert [1 ]
机构
[1] Univ Jena, Jena Univ Hosp, Inst Med Stat Comp Sci & Documentat, D-07740 Jena, Germany
[2] Univ Politehn Bucuresti, Dept Appl Elect & Informat Engn, Bucharest, Romania
[3] Univ Hosp Vienna, Dept Child & Adolescent Neuropsychiat, Epilepsy Monitoring Unit, Vienna, Austria
来源
BIOMEDICAL ENGINEERING-BIOMEDIZINISCHE TECHNIK | 2014年 / 59卷 / 04期
关键词
EEG envelope; heart rate variability; synchronization; temporal lobe epilepsy; time-variant coherence; TEMPORAL-LOBE; TIME-VARIANT; HILBERT TRANSFORMATION; TERM; PREMATURE; SEGMENTATION; CHILDREN; SLEEP; ONSET;
D O I
10.1515/bmt-2013-0139
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
An innovative concept for synchronization analysis between heart rate (HR) components and rhythms in EEG envelopes is represented; it applies time-variant analyses to heart rate variability (HRV) and EEG, and it was tested in children with temporal lobe epilepsy (TLE). After a removal of ocular and movement-related artifacts, EEG band activity was computed by means of the frequency-selective Hilbert transform providing envelopes of frequency bands. Synchronization between HRV and EEG envelopes was quantified by Morlet wavelet coherence. A surrogate data approach was adapted to test for statistical significance of time-variant coherences. Using this processing scheme, significant coherence values between a HRV low-frequency sub-band (0.08-0.12 Hz) and the EEG delta envelope (1.5-4 Hz) occurring both in the preictal and early postictal periods of a seizure can be shown. Investigations were performed for all electrodes at 20-s intervals and for selected electrode pairs (T3 divided by C3, T4 divided by C4) in a time-variant mode. Synchronization was more pronounced in the group of right hemispheric TLE patients than in the left hemispheric group. Such a group-specific augmentation of synchronization confirms the hypothesis of a right hemispheric lateralization of sympathetic cardiac control of the low-frequency HRV components.
引用
收藏
页码:343 / 355
页数:13
相关论文
共 50 条
  • [1] Analysis of multichannel EEG synchronization before and during generalized epileptic seizures
    Bianchi, AM
    Panzica, F
    Tinello, F
    Franceschetti, S
    Cerutti, S
    Baselli, G
    1ST INTERNATIONAL IEEE EMBS CONFERENCE ON NEURAL ENGINEERING 2003, CONFERENCE PROCEEDINGS, 2003, : 39 - 42
  • [2] COUPLING BETWEEN THE BASAL GANGLIA AND HIPPOCAMPAL EEG ACTIVITY DURING AN EPILEPTIC SEIZURE
    Rektor, I.
    Kuba, R.
    Brazdil, M.
    Halamek, J.
    Jurak, P.
    EPILEPSIA, 2009, 50 : 89 - 89
  • [3] Epileptic Seizure Behaviour from the Perspective of Heart Rate Variability
    Behbahani, Soroor
    Dabanloo, Nader Jafarnia
    Nasrabadi, Ali Motie
    Attarodi, Gholamreza
    Teixeira, Cesar A.
    Dourado, Antonio
    2012 COMPUTING IN CARDIOLOGY (CINC), VOL 39, 2012, 39 : 117 - 120
  • [4] Time-variant coherence between heart rate variability and EEG activity in epileptic patients: an advanced coupling analysis between physiological networks
    Piper, D.
    Schiecke, K.
    Pester, B.
    Benninger, F.
    Feucht, M.
    Witte, H.
    NEW JOURNAL OF PHYSICS, 2014, 16
  • [5] ANALYSIS OF THE HEART RATE VARIABILITY BEFORE AND AFTER ASPHYXIA
    Rocha, Federico Cardona
    Schlindwein, Fernando S.
    BIOSIGNALS 2009: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON BIO-INSPIRED SYSTEMS AND SIGNAL PROCESSING, 2009, : 498 - 501
  • [6] Analysis of Multichannel EEG Data and Heart Rate Variability for the Detection of Epileptic Seizures in Newborns
    Reznichenko, Danylo
    Ivanko, Kateryna
    Ivanushkina, Nataliia
    Porieva, Hanna
    2024 IEEE 42ND INTERNATIONAL CONFERENCE ON ELECTRONICS AND NANOTECHNOLOGY, ELNANO, 2024, : 461 - 466
  • [7] NONLINEAR-ANALYSIS OF AN ELECTROENCEPHALOGRAM (EEG) DURING EPILEPTIC SEIZURE
    VARGHESE, L
    NAMPOORI, VPN
    PRATAP, R
    CURRENT SCIENCE, 1987, 56 (20): : 1039 - 1041
  • [8] Heart rate variability and turbulence in hyperthyroidism before, during, and after treatment
    Osman, F
    Franklyn, JA
    Daykin, J
    Chowdhary, S
    Holder, RL
    Sheppard, MC
    Gammage, MD
    AMERICAN JOURNAL OF CARDIOLOGY, 2004, 94 (04): : 465 - 469
  • [9] LOCALIZATION OF AN EPILEPTIC FOCUS FROM ANALYSIS OF WIDESPREAD EEG SEIZURE ACTIVITY
    GOTMAN, J
    JUSTEVICZ, R
    EPILEPSIA, 1983, 24 (02) : 247 - 247
  • [10] Quantitative analysis of heart rate variability before focal epileptic seizures in temporal lobe epilepsy
    Rysz, Andrzej
    Kolodziej, Marcin
    Majkowski, Andrzej
    EPILEPSIA, 2021, 62 : 110 - 111