medigraphic.com
Órgano Oficial del Sistema Mexicano de Investigación en Psicología (SMIP)

2013, Number 1

<< Back Next >>

Rev Mex Invest Psic 2013; 5 (1)

Change point analysis to evaluate the stability of heart rate variability during sleep

Mateos SEL, Ayala GF, Domínguez TB

Language: Spanish
References: 30
Page: 20-29
PDF size: 293.54 Kb.


ABSTRACT

The aim of this work was evaluate the stability of heart rate variability (HRV) during sleep by means of a combination of the moving polynomial filter method for the estimation of HRV and the change point analysis method. Eighteen healthy adults (M = 24 yrs. old, SD = 4) participated in this study. Samples of cardiac activity were chosen from distinct sleep stages, and then HRV components were calculated for different time intervals. Subsequently, all time intervals were analyzed using the change point analysis method, and the stability was related to the intervals which showed less changes. It was observed that each interval of time applied for HRV estimation modified the number of detected changes; specifically the changes decreased in correspondence with long intervals of time. REM sleep showed more changes and therefore less stability than NREM sleep. With this methodological proposal is possible to evaluate the stability of autonomic regulation of cardiovascular activity during sleep, but more studies are necessary in order to confirm its validity.


REFERENCES

  1. AASM (2007). The AASM Manual for the scoring of sleep and associated events: rules, terminology, and technical specification. Westchester: American Academy of Sleep Medicine.

  2. Allen, J. J. B., Chambers, A. S., & Towers, D. N. (2007). The many metrics of cardiac chronotropy: A pragmatic primer and brief comparison of metrics. Biological Psychology, 74, 243-262.

  3. Berntson, G. G., Bigger, T. J., Eckberg, D. L., Grossman, P., Kaufmann, P. G., Malik, M., et al. (1997). Heart rate variability: Origins, methods, and interpretive caveats. Psychophysiology, 34, 623-648.

  4. Bonnet, M. H. & Arand, D. L. (1997). Heart rate variability: sleep stage, time of night, and arousal influences. Electroencephalography and Clinical Neurophysiology, 102, 390-396.

  5. Brandenberger, G., Buchheit, M., Ehrhart, J., Simon, C., & Piquard, F. (2005). Is slow wave sleep an appropriate recording condition for heart rate variability analysis? Autonomic Neuroscience: Basic and Clinical, 121, 81-86.

  6. Brotherstone, R. & McLellan, A. (2012). Parasympathetic alteration during sub-clinical seizures. Seizure, 21, 391-398.

  7. Burr, R. L. (2007). Interpretation of normalized spectral heart rate variability indices in sleep research: a critical review. Sleep, 30, 913-919.

  8. Denver, J. W., Reed, S. R., & Porges, S. W. (2007). Methodological issues in the quantification of respiratory sinus arrhythmia. Biological Psychology, 74, 286-294.

  9. Horne, R. S., Witcombe, N. B., Yiallourou, S. R., Scaillet, S., Thiriez, G., & Franco, P. (2010). Cardiovascular control during sleep in infants: Implications for sudden infant death syndrome. Sleep Medicine, 11, 615-621.

  10. Hoshiyama, M. & Hoshiyama, A. (2007). Heart rate variability associated with rapid eyes movements during sleep. Computers in Cardiology, 34, 689-692.

  11. Jennings, R. J. & Gianaros, P. J. (2007). Methodology. En J. T. Cacioppo, L. G. Tassinary, & G. G. Berntson (Eds.), Handbook of psychophysiology (pp. 812-833). Nueva York: Cambridge University Press.

  12. Jurado, S., Villegas, E. N., Méndez, L., Rodríguez, F., Loperena, V., & Varela, R. (1998). La estandarización del inventario de depresión de Beck para los residentes de la ciudad de México. Salud Mental, 21, 26-31.

  13. Lanfranchi, P. A. & Somers, V. K. (2011). Cardiovascular physiology: autonomic control in health and in sleep disorders. En M. H., Kryger, T. Roth & W. C., Dement (Eds.), Principles and practice of sleep medicine (pp. 226-236). Canada: Saunders Elsevier.

  14. Ledesma, R. (2008). Introducción al Bootstrap. Desarrollo de un ejemplo acompañado de software de aplicación. Tutorials in quantitative methods for psychology, 4, 51-60.

  15. Montgomery, D. C. (2005). Introduction to statistical quality control. Nueva York: John Wiley & Sons.

  16. Parmeggiani, P. L. (2000). Physiological regulation in sleep. En M. H. Kryger, T. Roth, & W. C. Dement (Eds.), Principles and practice of sleep medicine (pp. 169-178). Canada: Saunders Elsevier.

  17. Porges, S. W. (1985). Method and apparatus for evaluating rhythmic oscillations in aperiodic physiological response systems. Patente EE.UU. No. 4,510,944. Washington, DC: Oficina de Patentes y Marcas de EE.UU.

  18. Porges, S.W. (2007). The polyvagal perspective. Biological Psychology, 74, 116-143.

  19. Porges, S.W. & Bohrer, R.E. (1990). Analyses of periodic processes in psychophysiological research. En J. T. Cacioppo & L. G. Tassinary (Eds.), Principles of psychophysiology: Physical, social, and inferential elements (pp. 708-753). Nueva York: Cambridge University Press.

  20. Robinson, L. F., Wager T. D., & Lindquist, M. A. (2010). Change point estimation in multi-subject fMRI studies. NeuroImage, 49, 1581-1592.

  21. Robles, R., Varela, R., Jurado, S., & Páez, F. (2001). Versión mexicana del inventario de Beck: propiedades psicométricas. Revista Mexicana de Psicología, 8, 211-217.

  22. Rosenfield, D., Zhou, E., Wilhelm, F. H., Conrad, A., Roth, W. T., & Meuret, A. E. (2010). Change point analysis for longitudinal physiological data: Detection of cardio-respiratory changes preceding panic attacks. Biological Psychology, 84, 112-120.

  23. Rosenthal, L. (2006). Physiologic processes during sleep. En T. Lee-Chiong (Ed.), Sleep: A comprehensive handbook (pp. 19-23). Nueva York: John Wiley & Sons.

  24. Rowley, J. A. & Badr, M. S. (2012). Normal sleep. En M.S. Badr (Ed.), Essentials of sleep medicine. An approach for clinical pulmonology (pp. 1-15). Nueva York: Humana Press.

  25. Shusterman, V., Aysin, B., Ermentrout, G. B., London, B., & Schwartzman, D. (2003). Detecting instabilities of cardiac rhythm. Journal of Electrocardiology, 36, 219-226.

  26. Solanas, A. & Sierra, V. (1992). Bootstrap: fundamentos e introducción a sus aplicaciones. Anuario de Psicología, 55, 143-154.

  27. Stein, P. K. & Pu, Y. (2012). Heart rate variability, sleep and sleep disorders. Sleep Medicine Reviews, 16, 47-66.

  28. Task force of the European Society of Cardiology and the North American Society of Pacing and Electrophysiology. (1996). Heart rate variability: Standards of measurement, physiological interpretation, and clinical use. European Heart Journal, 17, 354-381.

  29. Taylor, W. A. (2000). Change-Point analysis: a powerful new tool for detecting changes. Recuperado el 2 de mayo del 2012, de http://www.variation.com/cpa/index.html

  30. Versace, F., Mozzato, M., De Min Tona, G., Cavallero, C., & Stegagno, L. (2003). Heart rate variability during sleep as a function of the sleep cycle. Biological Psychology, 63, 149-162.




2020     |     www.medigraphic.com