Relationship between diabetic autonomic dysfunction and heart rate variability assessed by recurrence plot

American Journal of Physiology - Heart and Circulatory Physiology

Volumn 272, Issue 3 41-3, 1997, Pages

  Mestivier, Denis ^b   Chau, Nguyen Phong ^a   Chanudet, Xavier ^b   Bauduceau, Bernard ^b   Larroque, Pierre ^b  

^a UNIVERSITÉ PARIS DESCARTES   (France)

^b NONE

Author keywords

diabetes mellitus; nonlinear dynamics

Indexed keywords

ADULT; ARTICLE; AUTONOMIC DYSFUNCTION; BLOOD PRESSURE; CLINICAL PROTOCOL; CONTROLLED STUDY; DIABETES MELLITUS; DIABETIC NEUROPATHY; FOURIER TRANSFORMATION; HAND GRIP; HEART RATE VARIABILITY; HUMAN; MAJOR CLINICAL STUDY; NONLINEAR SYSTEM; POWER SPECTRUM; PRIORITY JOURNAL; SYMPATHETIC TONE; VALSALVA MANEUVER;

EID: 0042680077     PISSN: 03636135     EISSN: None     Source Type: Journal    
DOI: 10.1152/ajpheart.1997.272.3.h1094     Document Type: Article

References (32)

1. Anderson, W. The Statistical Analysis of Time Series. New York: Wiley, 1971, chapt. 4, p. 92-136.
2. Berger, R. D., S. Akselrod, D. Gordon, and R. J. Cohen. An efficient algorithm for spectral analysis of heart rate variability. IEEE Trans. Biomed. Eng. 9: 900-904, 1986.
3. Chanudet, X., R. Rabasa, N. P. Chau, B. Bauduceau, J. M. Garcin, D. Gautier, and P. Larroque. Evaluation comparative de la neuropathic cardiaque diabétique par analyse spectrale et tests d'Ewing. Arch. Mal. Coeur Vaiss. 83: 1143-1148, 1993.
4. Eckman, J. P., S. O. Kamphorst, and D. Ruelle. Recurrence plot of dynamical systems. Europhys. Lett. 4: 973-977, 1987.
5. Ewing, D. J., I. W. Campbell, and B. F. Clarke. The natural history of diabetic autonomie neuropathy. Q. J. Med. 49: 95-108, 1980.
6. Ewing, D. G., C. N. Martyn, R. J. Young, and B. F. Clarke. The value of cardiovascular autonomie function tests: 10 years experience in diabetes. Diabetes Care 8: 494-498, 1985.
7. Goldberger, A. L. Fractal electrodynamics of the heartbeat. Ann. NY Acad. Sci. 591: 402-409, 1990.
8. Kaplan, D. T., and R. J. Cohen. Is fibrillation chaos? Circ. Res. 67: 886-892, 1990.
9. Kleiger, R. E., J. T. Bigger, M. S. Bosner, M. K. Chung, J. R. Cook, L. M. Rolnitzky, R. Steinman, and J. L. Fleiss. Stability over time of variables measuring heart rate variability in normal subjects. Am. J. Cardiol. 68: 626-630, 1991.
10. Koebbe, M., and G. Mayer-Kress. Use of recurrence plots in the analysis of time-series data. In: Nonlinear Modeling and Forecasting. SFI Studies in the Sciences of Complexity, edited by M. Casdagli and S. Eubank. Redwood City, CA: Addison-Wesley, 1992, p. 361-378.
11. Kotz, S., and N. L. Johnson (Editors). Encyclopedia of Statistical Sciences. New York: Wiley, 1985, vol. 6, p. 679-683.
12. May, R. Simple mathematical models with very complicated dynamics. Nature Lond. 261: 459-467, 1976.
13. Mayer-Kress, G. (Editor). Dimensions and Entropies in Chaotic Systems. Heidelberg, Germany: Springer-Verlag, 1989, p. 180-246.
14. O'Brien, I. A., J. P. McFadeden, and R. J. Corrall. The influence of autonomic neuropathy on mortality in insulin-dependent diabetes. Q. J. Med. 79: 495-502, 1991.
15. Parati, G., R. Casadei, A. Gropelli, M. Di Rienzo, and G. Mancia. Comparison of finger and intra-arterial blood pressure monitoring at rest and during laboratory testing. Hypertension Dallas 13: 647-655, 1989.
16. Pfeifer, M. A., D. Cook, J. Brodsky, D. Tice, A. Reenan, S. Swedine, J. B. Halter, and D. Porte, Jr. Quantitative evaluation of cardiac parasympathetic activity in normal and diabetic man. Diabetes 31: 339-345, 1982.
17. Pincus, S. M. Approximate entropy as a measure of system complexity. Proc. Natl. Acad. Sci. USA 88: 2297-2301, 1990.
18. Press, W. H., B. P. Flannery, S. A. Teukowsly, and W. T. Vetterling. Numerical Recipes in Pascal. New York: Cambridge University Press, 1989.
19. Rasband, S. N. Chaos Dynamics of Nonlinear Systems. New York: Wiley, 1990.
20. Smith, S. A. Reduced sinus arrythmia in diabetic autonomic neuropathy: diagnostic value of an age-related normal range. Br. Med. J. 285: 1599-1601, 1982.
21. Smith, N. T., K. H. Wesserling, and B. De Wit. Evaluation of 2 prototype devices producing noninvasive pulsatile calibrated blood pressure from a finger. J. Clin. Monit. 3: 6-13, 1987.
22. Sugihara, G., and R. M. May. Nonlinear forecasting as a way of distinguishing chaos from measurement error in time series. Nature Lond. 334: 734-741, 1990.
23. Takens, F. Detecting strange attractors in turbulence. In: Dynamical Systems and Turbulence. Lecture Notes in Math 898, edited by D. A. Rand and K. S. Young. Berlin: Springer-Verlag, 1981, p. 336-381.
24. Task Force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. Heart rate variability. Standards of measurement, physiological interpretation, and clinical use. Circulation 93: 1043-1065, 1996.
25. Theiler, J., S. Eubank, A. Longtin, B. Gadrikian, and J. D. Farmer. Testing for nonlinearity in time series: the method of surrogate data. Physica D 58: 77-94, 1992.
26. Wagner, C. D., R. Mrowka, B. Nafz, and P. B. Persson. Complexity and "chaos" of blood pressure after baroreceptor denervation of conscious dogs. Am. J. Physiol. 269 (Heart Circ. Physiol. 38): H1760-H1766, 1995.
27. Watkins, P. J., and J. D. MacKay. Cardiac denervation in diabetic neuropathy. Ann. Intern. Med. 92: 304-307, 1980.
28. Webber, C. K., and J. P. Zbilut. Dynamical assessment of physiological systems and states using recurrence plot strategies. J. Appl. Physiol. 76: 965-973, 1994.
29. Wheeler, T., and P. J. Watkis. Cardiac denervation in diabetes. Br. Med. J. 4: 584-586, 1973.
30. Zbilut, J. P., M. Koebbe, H. Loeb, and G. Mayer-Kress. Use of recurrence plots in the analysis of heartbeat intervals. In: Proceedings of IEEE Computers in Cardiology, edited by A. Muray and K. L. Ripley. Los Alamos, CA: IEEE Comput. Soc., 1991, p. 263-266.
31. Zbilut, J. P., G. Mayers-Kress, and G. Karlheinz. Dimensional analysis of heart rate variability in heart transplant recipients. Math. Biosci. 90: 47-90, 1988.
32. Zebrowski, J. J., W. Poplawska, and R. Baranowski. Entropy, pattern entropy, and related methods for the analysis of data on the time intervals between heartbeats from 24-h electrocardiograms. Phys. Rev. E 50: 4188-4205, 1994.