Detection of epileptic-seizures by means of power spectrum analysis of heart rate variability: A pilot study

被引:35
作者
Jeppesen, Jesper [1 ]
Beniczky, Sandor [2 ]
Fuglsang-Frederiksen, Anders [3 ]
Sidenius, Per [4 ]
Jasemian, Yousef [5 ]
机构
[1] Aarhus Univ, Fac Hlth Sci, Dept Biomed Engn, Aarhus, Denmark
[2] Danish Epilepsy Ctr, Dept Clin Neurophysiol, Dianalund, Denmark
[3] Aarhus Univ Hosp, Dept Neurophysiol, DK-8000 Aarhus, Denmark
[4] Aarhus Univ Hosp, Dept Neurol, DK-8000 Aarhus, Denmark
[5] Aarhus Univ, Dept Med Microbiol & Immunol, Aarhus, Denmark
关键词
Heart rate variability; seizure-onset detection; temporal lope epilepsy; FFT-spectral analysis; reciprocal HF-power;
D O I
10.3233/THC-2010-0606
中图分类号
R19 [保健组织与事业(卫生事业管理)];
学科分类号
摘要
Objective: To investigate whether epileptic seizures could be predicted or detected by means of spectral analysis of heart rate variability (HRV). Methods: Six patients with temporal lobe epilepsy (4 females, 2 males) participated in the prospective pilot study while enrolled for video/EEG monitoring (24 h/day, 2-4 days). ECG was continuously recorded and 30 min seizure-sessions (25-30 min pre-seizure to 30 sec-5 min post-seizure onset) and 30 min non-seizure-sessions (day- and night sessions for each patient, as control) were chosen for further HRV-analysis. Low frequency (LF) (0.04-0.15 Hz), High frequencies (HF) (0.15-0.40 Hz), LF/HF, LF/(LF+HF) and reciprocal HF-power was determined using continuous FFT-spectral analysis of 64 R-R interval windowing with maximum overlapping. Results: Six seizures were recorded and analyzed from three patients (2 females, 1 male). All of the analyzed EEG-correlated seizures showed reciprocal HF-power peaks between 10 sec pre seizure-onset and 24 sec post seizure-onset with peak amplitudes 2.96-93.63 times higher than control maximum peak. For the other parameters we could not find significant difference between seizure and non-seizure sessions. Conclusion: Specifically high reciprocal HF-power peaks suggest suppressed parasympathetic activity just around seizure-onset time. Seizure detection using HRV-analysis seems to be a promising method for non-invasive seizure detection in the early phase of the clinical event (even preceding the onset).
引用
收藏
页码:417 / 426
页数:10
相关论文
共 22 条
[1]   Heart rate dynamics in refractory and well controlled temporal lobe epilepsy [J].
Ansakorpi, H ;
Korpelainen, JT ;
Huikuri, HV ;
Tolonen, U ;
Myllylä, VV ;
Isojärvi, JIT .
JOURNAL OF NEUROLOGY NEUROSURGERY AND PSYCHIATRY, 2002, 72 (01) :26-30
[2]   Effect of vagal nerve stimulation on systemic inflammation and cardiac autonomic function in patients with refractory epilepsy [J].
Barone, Lucy ;
Colicchio, Gabriella ;
Policicchio, Domenico ;
Di Clemente, Francesca ;
Di Monaco, Antonio ;
Meglio, Mario ;
Lanza, Gaetano A. ;
Crea, Filippo .
NEUROIMMUNOMODULATION, 2008, 14 (06) :331-336
[3]   The use of seizure-alert dogs [J].
Brown, SW ;
Strong, V .
SEIZURE-EUROPEAN JOURNAL OF EPILEPSY, 2001, 10 (01) :39-41
[4]   Seizure-alert dogs: a review and preliminary study [J].
Dalziel, DJ ;
Uthman, BM ;
McGorray, SP ;
Reep, RL .
SEIZURE-EUROPEAN JOURNAL OF EPILEPSY, 2003, 12 (02) :115-120
[5]   Time and frequency domain analyses of heart rate variability in patients with epilepsy [J].
Evrengül, H ;
Tanriverdi, H ;
Dursunoglu, D ;
Kaftan, A ;
Kuru, O ;
Unlu, U ;
Kilic, M .
EPILEPSY RESEARCH, 2005, 63 (2-3) :131-139
[6]   Analysis of RR variability in drug-resistant epilepsy patients chronically treated with vagus nerve stimulation [J].
Galli, R ;
Limbruno, U ;
Pizzanelli, C ;
Giorgi, FS ;
Lutzemberger, L ;
Strata, G ;
Pataleo, L ;
Mariani, M ;
Iudice, A ;
Murri, L .
AUTONOMIC NEUROSCIENCE-BASIC & CLINICAL, 2003, 107 (01) :52-59
[7]   Heart rate variability in children with refractory generalized epilepsy [J].
Harnod, Tomor ;
Yang, Cheryl C. H. ;
Hsin, Yue-Loong ;
Shieh, Kun-Ruey ;
Wang, Pen-Jung ;
Kuo, Terry B. J. .
SEIZURE-EUROPEAN JOURNAL OF EPILEPSY, 2008, 17 (04) :297-301
[8]   Heart rate variability in patients with frontal lobe epilepsy [J].
Harnod, Tomor ;
Yang, Cheryl C. H. ;
Hsin, Yue-Loong ;
Wang, Pen-Jung ;
Shieh, Kun-Ruey ;
Kuo, Terry B. J. .
SEIZURE-EUROPEAN JOURNAL OF EPILEPSY, 2009, 18 (01) :21-25
[9]   EFFECT OF VAGAL NERVE ELECTROSTIMULATION ON THE POWER SPECTRUM OF HEART-RATE-VARIABILITY IN MAN [J].
KAMATH, MV ;
UPTON, ARM ;
TALALLA, A ;
FALLEN, EL .
PACE-PACING AND CLINICAL ELECTROPHYSIOLOGY, 1992, 15 (02) :235-243
[10]   Forecasting epilepsy from the heart rate signal [J].
Kerem, DH ;
Geva, AB .
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2005, 43 (02) :230-239