Nonlinear Analysis of the Separate Contributions of Autonomic Nervous Systems to Heart Rate Variability Using Principal Dynamic Modes

IEEE Transactions on Biomedical Engineering

Volumn 51, Issue 2, 2004, Pages 255-262

  Zhong, Yuru ^a   Wang, Hengliang ^a   Ju, Ki Hwan ^a   Jan, Kung Ming ^b   Chon, Ki H ^a  

^a STONY BROOK UNIVERSITY   (United States)

^b Och Spine at New York Presbyterian Hospitals   (United States)

Author keywords

Autonomic nervous systems; Heart rate variability; Parasympathetic; Power spectrum; Principal dynamic modes; Sympathetic

Indexed keywords

APPROXIMATION THEORY; DRUG PRODUCTS; NONLINEAR SYSTEMS; WAVEFORM ANALYSIS;

HEART RATE VARIABILITY ANALYSIS; PRINCIPAL DYNAMIC MODES (PDM); SYMPATHETIC ACTIVITIES;

NEUROLOGY;

ATROPINE; PROPRANOLOL;

ADRENERGIC RECEPTOR BLOCKING; ADRENERGIC SYSTEM; ADULT; ANALYTIC METHOD; ARTICLE; AUTONOMIC NERVOUS SYSTEM; CHOLINERGIC RECEPTOR BLOCKING; CHOLINERGIC SYSTEM; CONTROLLED STUDY; HEART RATE VARIABILITY; HUMAN; HUMAN EXPERIMENT; MALE; NONLINEAR SYSTEM; NORMAL HUMAN; POWER SPECTRUM; PRINCIPAL DYNAMIC MODE; VALIDATION PROCESS; WAVEFORM;

ADULT; ATROPINE; AUTONOMIC NERVOUS SYSTEM; COMPUTER SIMULATION; ELECTROCARDIOGRAPHY; HEART; HEART CONDUCTION SYSTEM; HEART RATE; HUMANS; MALE; MODELS, CARDIOVASCULAR; MODELS, NEUROLOGICAL; NONLINEAR DYNAMICS; PARASYMPATHETIC NERVOUS SYSTEM; PRINCIPAL COMPONENT ANALYSIS; PROPRANOLOL; SYMPATHETIC NERVOUS SYSTEM;

EID: 1642512269     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2003.820401     Document Type: Article

References (19)

1. "Heart rate variability: Standards of measurement, physiological interpretation, and clinical use," in Circulation: Eur. Soc. Cardiol. North Amer. Soc. Pacing and Electrophysiology, 1996, vol. 93, pp. 1043-1065.
2. H. V. Huikuri, M. J. Koistinen, S. Yli-Mayry, K. E. Airaksinen, T. Seppanen, M. J. Ikaheimo, and R. J. Myerburg, "Imparied low-frequency oscillations of heart rate in patients with prior acute myocardial infarction and life-threatening arrhythmias," Amer. J. Cardiol., vol. 76, pp. 56-60.
3. J. M. Tapanainen, P. E. Thomsen, L. Kober, C. Torp-Pedersen, T. H. Makikallo, A. M. Still, K. S. Lindgren, and H. V. Huikuri, "Fractal analysis of heart rate variability and mortality after an acute myocardial infarction," Amer. J. Cardiol., vol. 90, pp. 347-52, 2002.
4. C. Yang and T. Kuo, "Assessment of cardiac sympathetic regulation by respiratory-related arterial pressure variability in the rat," J. Physiol., vol. 515, pp. 887-896, 1999.
5. A. M. Bianchi, L. T. Mainardi, C. Merloni, S. Chierchia, and S. Cerutti, "Continuous monitoring of the sympatho-vagal balance through spectral analysis," IEEE Eng. Med. Biol., vol. 16, pp. 64-73, Sept./Oct. 1997.
6. A. Zaza and F. Lombardi, "Autonomic indexes based on the analysis of heart rate variability: A view from the sinus node," Cardiovasc. Res., vol. 50, pp. 434-442, 2001.
7. V. Z. Marmarelis, K. H. Chon, and D. J. Marsh, "Nonlinear analysis of renal auto-regulation in rats using principal dynamic modes," Ann. Biomed. Eng., vol. 27, pp. 23-31, 1999.
8. V. Z. Marmarelis and M. Orme, "Modeling of neural systems by use of neuronal modes," IEEE Trans. Biomed. Eng., vol. 40, pp. 1149-1158, Nov. 1993.
9. V. Z. Marmarelis, "Modeling methodology for nonlinear physiological systems," Ann. Biomed. Eng., vol. 25, pp. 239-251, 1997.
10. -, "Identification of nonlinear biological systems using Laguerre expansions of kernels," Ann. Biomed. Eng., vol. 21, pp. 573-589, 1993.
11. J. P. Saul, R. D. Berger, M. H. Chen, and R. J. Cohen, "Transfer function analysis of autonomic regulation - I: Respiratory sinus arrhythmia," Amer. J. Physiol., vol. 256, pp. H153-H161, 1989.
12. A. D. Jose and R. R. Taylor, "Autonomic blockade by propranolol and atropine to study intrinsic myocardial function in man," J. Clin. Investigat., vol. 48, pp. 2019-2024, 1969.
13. R. D. Berger, S. Akselrod, D. Gordon, and R. J. Cohen, "An efficient algorithm for spectral analysis of heart rate variability," IEEE Trans. Biomed. Eng., vol. BME-33, pp. 900-904, 1986.
14. N. Wiener, Nonlinear Problems in Random Theory. New York: Technol Press MIT and Wiley, 1958.
15. K. H. Chon, R. Cohen, and N.-H. Holstein-Rathlou, "Compact and accurate linear and nonlinear autoregressive moving average model parameter estimation using Laguerre functions," Ann. Biomed. Eng., vol. 25, pp. 731-738, 1997.
16. M. Tarvainen, P. Ranta-Aho, and P. Karjalainen, "An advanced detrending method with application to HRV analysis," IEEE Trans. Biomed. Eng., vol. 49, pp. 172-175, Feb. 2002.
17. D. L. Eckberg, "Sympathovagal balance: A critical appraisal," Circulation, vol. 96, pp. 3224-3232, 1997.
18. M. S. Houle and G. E. Billman, "Low-frequency component of heart rate variability spectrum: A poor marker of sympathetic activity," Amer. J. Physiol., vol. 276, pp. 215-223, 1999.
19. J. J. Goldberger, S. Challapalli, R. Tung, M. A. Parker, and A. H. Kadish, "Relationship of heart rate variability to parasympathetic effect," Circulation, vol. 103, pp. 1977-1983, 2001.