Information scaling properties of heart rate variability

American Journal of Physiology - Heart and Circulatory Physiology

Volumn 274, Issue 6 43-6, 1998, Pages

  Roach, Daniel E ^a   Sheldon, Robert S ^a  

^a UNIVERSITY OF CALGARY   (Canada)

Author keywords

Chaos; Determinism; Information content; Modeling; Predictability analysis

Indexed keywords

ADULT; ARTICLE; CHAOTIC DYNAMICS; FEMALE; HEART MUSCLE REFRACTORY PERIOD; HEART RATE VARIABILITY; HUMAN; HUMAN EXPERIMENT; MALE; NORMAL HUMAN; PREDICTION; PRIORITY JOURNAL; STATISTICAL MODEL;

EID: 33750857608     PISSN: 03636135     EISSN: None     Source Type: Journal    
DOI: 10.1152/ajpheart.1998.274.6.h1970     Document Type: Article

References (37)

1. Akselrod, S., D. Gordon, F. A. Ubel, D. C. Shannon, A. C. Barger, and R. J. Cohen. Power spectrum analysis of heart rate fluctuation: a quantitative probe of beat-to-beat cardiovascular control. Science 213: 220-222,1981.
2. Algra, A., J. G. Tijssen, J. R. Roelandt, J. Pool, and J. Lubsen. Heart rate variability from 24-hour electrocardiography and the 2-year risk for sudden death. Circulation 88: 180-185,1993.
3. Babloyantz, A., and A. Destexhe. Is the normal heart a periodic oscillator? Biol. Cybern. 58:203-206,1988.
4. Bigger, J. T., J. L. Fleiss, R. C. Steinman, L. M. Rolnitzky, R. E. Kleiger, and J. N. Rottman. Frequency domain measures of heart period variability and mortality after myocardial infarction. Circulation 85:164-171,1992.
5. Bigger, J. T., J. L. Fleiss, R. C. Steinman, L. M. Rolnitzky, W. J. Schneider, and P. K. Stein. RR variability in healthy, middle-aged persons compared with patients with chronic coronary heart disease or recent acute myocardial infarction. Circulation 91:1936-1943,1995.
6. Casdagli, M. Nonlinear prediction of chaotic time series. Physica D 35: 335-356,1989.
7. Denton, T. A., and G. A. Diamond. Can the analytic techniques of nonlinear dynamics distinguish periodic, random, and chaotic signals? Comput. Biol. Med. 21:243-264,1991.
8. Denton, T. A., G. A. Diamond, R. H. Helfant, S. Khan, and H. Karagueuzian. Fascinating rhythm: a primer on chaos theory and its application to cardiology. Am. Heart J. 120: 1419-1440, 1990.
9. Fanner, J. D., E. Ott, and J. A. Yorke. The dimension of chaotic attractors. Physica D 7:153-170,1983.
10. Goldberger, A. L. Is the normal heartbeat chaotic or homeostatic? News Physiol. Sei. 6:87-91,1991.
11. Goldberger, A. L., D. R. Rigney, and B. J. West. Chaos and fractals in human physiology. Sei. Am. 46:42-51,1990.
12. Grassberger, P., and I. Proccacia. Characterization of strange attractors. Phys. Rev. Lett. 50:346-349,1983.
13. Henon, M. A two-dimensional mapping with a strange attractor. Comm. Math. Phys. 50: 69-77,1976.
14. Kanters, J. K., M. V. Hojgaard, E. Agner, and N.-H. Holstein-Rathlou. Short- and long-term variations in nonlinear dynamics in heart rate variability. Cardiovasc. Res. 31:400-409,1996.
15. Kanters, J. K., N.-H. Holstein-Rathlou, and E. Agner. Lack of evidence for low-dimensional chaos in heart rate variability. J. Cardiovasc. Electrophysiol. 5:591-601,1994.
16. Kaplan, D. T., and L. Glass. Direct test for determinism in a time-series. Phys. Rev. Lett. 68:427-440,1992.
17. Kaplan, D. T., and A. L. Goldberger. Chaos in cardiology. J. Cardiovasc. Electrophysiol. 2:342-354,1991.
18. Kennel, M. B., and S. Isabelle. Method to determine possible chaos from colored noise to determine embedding parameters. Phys. Rev. A 46:3111-3118,1992.
19. Le Pape, G., H. Giacomini, B. Swynghedauw, and P. Mansier. A statistical analysis of sequences of cardiac interbeat intervals does not support the chaos hypothesis. J. Theor. Biol. 184:123-131,1997.
20. Lorenz, E. N. Deterministic nonperiodic flow. J. Atmos. Sei. 20: 130-141,1963.
21. Mackey, M. C., and L. Glass. Oscillation and chaos in physiological systems. Science 197: 287,1977.
22. Malliani, A., Pagani, M., Lombardi, F., and S. Cerutti. Cardiovascular neural regulation explored in the frequency domain. Circulation 84:482-492,1991.
23. Moon, F. C. Chaotic Vibrations. New York: Wiley, 1987.
24. Odemuyiwa, O., M. Malik, T. Farrel, Y. Bashir, J. Poloniecki, and J. Camm. Comparison of the predictive characteristics of heart rate variability index and left ventricular ejection fraction for all-cause mortality, arrhythmic events and sudden death after acute infarction. Am. J. Cardiol. 68:434-439,1991.
25. Pagani, M., F. Lombardi, S. Suzzetti, O. Rimoldi, R. Furlan, P. Pizzinelli, G. Sandrone, G. Malfatto, S. Dell'Orto, E. Piccaluga, M. Turiel, G. Baselli, S. Cerutti, and A. Malliani. Power spectral analysis of heart rate for arterial pressure variabilities as a marker of sympatho-v'agal interaction in man and conscious dog. Circ. Res. 59:178-193,1986.
26. Peitgen, H. O., J. Jurgens, and D. Saupe. Chaos and Fractals: New Frontiers of Science. New York: Springer-Verlag, 1992.
27. Roach, D. E., E. Thakore, and R. Sheldon. Faintlets: localized, abrupt, spontaneous, hypotensive-bradycardic events in resting rabbits (Abstract). Pacing Clin. Electrophysiol. 20: 674, 1997.
28. Rössler, O. E. Chemical turbulence: chaos in a small reactiondiffusion system. Z. Naturforsch A 31:712-716,1976.
29. Saul, J. P., R. D. Berger, P. Albrecht, S. P. Stein, M. H. Chen, and R. J. Cohen. Transfer function analysis of the circulation: unique insights into cardiovascular regulation. Am. J. Physiol. 261 (Heart Circ. Physiol. 30): H1231-H1245,1991.
30. Shaw, R. The Dripping Faucet as a Model Chaotic System. Santa Cruz, CA: Areal, 1984.
31. Stein, K. M., J. S. Borer, C. Hochreiter, P. M. Okin, E. M. Herrold, R. B. Deveroux, and P. Kligfield. Prognostic value and physiologic correlates of heart rate variability in chronic severe mitral regurgitation. Circulation 88:127-135,1993.
32. Sugihara, G., and R. May. Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series. Nature 344:734-741,1990.
33. Theiler, J., S. Eubank, A. Longtin, B. Galdrikian, and J. D. Farmer. Testing for linearity in time series: the method of surrogate data. Physica D 58:299-303,1992.
34. Tsonis, A. A., and J. B. Eisner. Nonlinear prediction as a way of distinguishing chaos from random fractal sequences. Nature 358: 217-220,1992.
35. Turcott, R. G., and M. C. Teich. Fractal character of the electrocardiogram: distinguishing heart-failure and normal patients. Ann. Biomed. Eng. 24:269-293,1996.
36. Vaishnav, S., R. Stevenson, B. Marchant, K. Lagi, K. Ranjadayalan, and A. Timmis. Relation between heart rate variability early after acute myocardial infarction and long-term mortality. Am. J. Cardiol. 73: 653-657,1994.
37. Vibe, K., and J. M. Vesin. On chaos detection methods. Int. J. Bifurcation and Chaos 6: 529-543,1996.