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
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