Point process time-frequency analysis of dynamic respiratory patterns during meditation practice

Medical and Biological Engineering and Computing

Volumn 50, Issue 3, 2012, Pages 261-275

  Kodituwakku, Sandun ^a,b   Lazar, Sara W ^b   Indic, Premananda ^c   Chen, Zhe ^b,d   Brown, Emery N ^b,d   Barbieri, Riccardo ^b,d  

^a AUSTRALIAN NATIONAL UNIVERSITY   (Australia)

^b MASSACHUSETTS GENERAL HOSPITAL   (United States)

^c UNIVERSITY OF MASSACHUSETTS MEDICAL SCHOOL   (United States)

^d MASSACHUSETTS INSTITUTE OF TECHNOLOGY   (United States)

Author keywords

Heart rate variability; Meditation; Point processes; Respiratory sinus arrhythmia; Time frequency analysis

Indexed keywords

HEART RATE VARIABILITY; MEDITATION; POINT PROCESS; RESPIRATORY SINUS ARRHYTHMIA; TIME FREQUENCY ANALYSIS;

REGRESSION ANALYSIS;

ALGORITHMS;

ADULT; ALGORITHM; ARTICLE; AUTONOMIC NERVOUS SYSTEM; BIOLOGICAL MODEL; BREATHING MECHANICS; FEMALE; HUMAN; MALE; MEDITATION; MIDDLE AGED; PATHOPHYSIOLOGY; PHYSIOLOGY; SIGNAL PROCESSING; SINUS ARRHYTHMIA;

ADULT; ALGORITHMS; ARRHYTHMIA, SINUS; AUTONOMIC NERVOUS SYSTEM; FEMALE; HUMANS; MALE; MEDITATION; MIDDLE AGED; MODELS, CARDIOVASCULAR; RESPIRATORY MECHANICS; SIGNAL PROCESSING, COMPUTER-ASSISTED;

EID: 84862792706     PISSN: 01400118     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11517-012-0866-z     Document Type: Article

References (49)

1. Barbieri R, Brown EN (2006) Analysis of heartbeat dynamics by point process adaptive filtering. IEEE Trans Biomed Eng 53(1): 4-12 (Pubitemid 43074786)
2. Barbieri R, Waldmann RA, Di Virgilio V, Triedman JK, Bianchi AM, Cerutti S, Saul JP (1996) Continuous quantification of baroreflex and respiratory control of heart rate by use of bivariate autoregressive techniques. Ann Noninvasive Electrocardiol 1: 264-277 (Pubitemid 126443341)
3. Barbieri R, Bianchi AM, Triedman JK, Mainardi LT, Cerutti S, Saul JP (1997) Model dependency of multivariate autoregressive spectral analysis. IEEE Eng Med Bio Mag 16(5):74-85 (Pubitemid 27413179)
4. Barbieri R, Matten EC, Alabi ARA, Brown EN (2005) A pointprocess model of human heartbeat intervals: New definitions of heart rate and heart rate variability. Am J Physiol Heart Circ Physiol 288(1):H424-H435 (Pubitemid 40023875)
5. Baselli G, Bolis D, Cerutti S, Freschi C (1985) Autoregressive modeling and power spectral estimate of RR interval time series in arrhythmic patients. Comput Biomed Res 18(6):510-530 (Pubitemid 16194963)
6. Berntson GG, Bigger JT, Eckberg DL, Grossman P et al (1997) Heart rate variability: Origins, methods, and interpretive caveats. Psychophysiology 34(6):623-648 (Pubitemid 27514918)
7. Blain G, Meste O, Bermon S (2005) Influences of breathing patterns on respiratory sinus arrhythmia in humans during exercise. Am J Physiol Heart Circ Physiol 288(2):H887
8. Brown EN, Barbieri R, Ventura V, Kass RE, Frank LM (2002) The time rescaling theorem and its application to neural spike train data analysis. Neural Comput 14(2):325-346
9. Chen Z, Brown E, Barbieri R (2009) Assessment of autonomic control and respiratory sinus arrhythmia using point process models of human heart beat dynamics. IEEE Trans Biomed Eng 56(7):1791-1802
10. Chhikara RS, Folks JL (1989) The inverse gaussian distribution: Theory, methodology, and applications. Marcel Dekker, Inc. New York
11. Denver JW, Reed SF, Porges SW (2007) Methodological issues in the quantification of respiratory sinus arrhythmia. Biol Psychol 74(2):286-294 (Pubitemid 44969450)
12. Ditto B, Eclache M, Goldman N (2006) Short-term autonomic and cardiovascular effects of mindfulness body scan meditation. Ann Behav Med 32(3):227-234 (Pubitemid 44906937)
13. Eckberg DL (1983) Human sinus arrhythmia as an index of vagal cardiac outflow. J Appl Physiol 54:961-966 (Pubitemid 13123909)
14. Eckberg DL (2003) The human respiratory gate. J Physiol 548(2):339-352 (Pubitemid 36527458)
15. Elstad M, Toska K, Chon KH, Raeder EA, Cohen RJ (2001) Respiratory sinus arrhythmia: Opposite effects on systolic and mean arterial pressure in supine humans. J Physiol 536(1): 251-259 (Pubitemid 32952234)
16. Faes L, Porta A, Cucino R, Cerutti S, Antolini R, Nollo G (2004) Causal transfer function analysis to describe closed loop interactions between cardiovascular and cardiorespiratory variability signals. Biol Cybern 90(6):390-399 (Pubitemid 40877312)
17. Garland EL, Gaylord SA, Boettiger CA, Howard MO (2010) Mindfulness training modifies cognitive, affective, and physiological mechanisms implicated in alcohol dependence: Results of a randomized controlled pilot trial. J Psychoactive Drugs 42(2): 177-192
18. Gilad O, Swenne CA, Davrath LR, Akselrod S (2005) Phaseaveraged characterization of respiratory sinus arrhythmia pattern. Am J Physiol Heart Circul Physiol 288(2):H504
19. Goedhart AD, Van Der Sluis S, Houtveen JH, Willemsen G, De Geus EJC (2007) Comparison of time and frequency domain measures of RSA in ambulatory recordings. Psychophysiology 44(2):203-215 (Pubitemid 46354078)
20. Grossman P, Kollai M (1993) Respiratory sinus arrhythmia, cardiac vagal tone, and respiration: Within- and between-individual relations. Psychophysiology 30(5):486-495 (Pubitemid 23250122)
21. Grossman P, Svebak S (1987) Respiratory sinus arrhythmia as an index of parasympathetic cardiac control during active coping. Psychophysiology 24(2):228-235 (Pubitemid 17061820)
22. Grossman P, Taylor EW (2007) Toward understanding respiratory sinus arrhythmia: Relations to cardiac vagal tone, evolution and biobehavioral functions. Biol Psychol 74(2):263-285 (Pubitemid 44969449)
23. Grossman P, Karemaker J, Wieling W (1991) Prediction of tonic parasympathetic cardiac control using respiratory sinus arrhythmia: The need for respiratory control. Psychophysiology 28(2): 201-216
24. Heitmann A, Huebner T, Schroeder R, Perz S, Voss A (2011) Multivariate short-term heart rate variability: A pre-diagnostic tool for screening heart disease. Med Biol Eng Comput 49(1): 41-50
25. Hirsch JA, Bishop B (1981) Respiratory sinus arrhythmia in humans: How breathing pattern modulates heart rate. Am J Physiol 241:H620-H629
26. Jo JA, Blasi A, Valladares E, Juarez R, Baydur A, Khoo MCK (2005) Determinants of heart rate variability in obstructive sleep apnea syndrome during wakefulness and sleep. Am J Physiol Heart Circul Physiol 288(3):H1103
27. Kabat-Zinn J (1990) Full catastrophe living: Using the wisdom of your body and mind to face stress, pain, and illness. Delta Trade Paperbacks. ISBN 9780385303125. http://books.google.com.au/books?id=i4AedPJKtYYC
28. Katona PG, Jih F (1975) Respiratory sinus arrhythmia: Noninvasive measure of parasympathetic cardiac control. J Appl Physiol 39(5):801
29. Kluge KA, Harper RM, Schechtman VL, Wilson AJ, Hoffman HJ, Southall DP (1988) Spectral analysis assessment of respiratory sinus arrhythmia in normal infants and infants who subsequently died of sudden infant death syndrome. Pediatr Res 24(6): 677-682 (Pubitemid 19013144)
30. Lazar SW, Kerr CE, Wasserman RH, Gray JR, Greve DN, Treadway MT, McGarvey M, Quinn BT, Dusek JA, Benson H, L RS, I MC, Fischl B (2005) Meditation experience is associated with increased cortical thickness. Neuroreport 16(17):1893-1897 (Pubitemid 41653509)
31. Lehrer P, Sasaki Y, Saito Y (1999) Zazen and cardiac variability. Psychosom Med 61(6):812-821
32. Loader C (1999) Local regression and likelihood. Springer, Berlin
33. Malik M, Bigger JT, Camm AJ, Kleiger RE, Malliani A, Moss AJ, Schwartz PJ (1996) Heart rate variability standards of measurement, physiological interpretation, and clinical use. Am Heart Assoc Circ 93(5):1043-1065 (Pubitemid 26074841)
34. Melillo P, Fusco R, Sansone M, Bracale M, Pecchia L (2011) Discrimination power of long-term heart rate variability measures for chronic heart failure detection. Med Biol Eng Comput 49:67-74
35. Mukkamala R, Mathias JM, Mullen TJ, Cohen RJ, Freeman R (1999) System identification of closed-loop cardiovascular control mechanisms: Diabetic autonomic neuropathy. Am J Physiol Regul Integr Comp Physiol 276(3):R905
36. Mulder LJM (1992) Measurement and analysis methods of heart rate and respiration for use in applied environments. Biol Psychol 34(2-3):205-236
37. Orini M, Bail ón R, Enk R, Koelsch S, Mainardi L, Laguna P (2010) A method for continuously assessing the autonomic response to music-induced emotions through HRV analysis. Med Biol Eng Comput 48(5):423-433
38. Ortner CNM, Kilner S, Zelazo PD (2007) Mindfulness meditation and reduced emotional interference on a cognitive task. Motiv Emot 31(4):271-283
39. Peng CK, Henry IC, Mietus JE, Hausdorff JM, Khalsa G, Benson H, Goldberger AL (2004) Heart rate dynamics during three forms of meditation. Int J Cardiol 95(1):19-27 (Pubitemid 38670467)
40. Peressutti C, Martín-González J, M García-Manso J, Mesa D (2010) Heart rate dynamics in different levels of zen meditation. Int J Cardiol 145(1):142-146
41. Piskorski J, Guzik P (2011) Asymmetric properties of long-term and total heart rate variability. Med Biol Eng Comput 49(11): 1289-1297
42. Ross SM (2007) Introduction to probability models, 9th edn. Academic Press, Massachusetts
43. Saul JP, Cohen RJ (1994) Respiratory sinus arrhythmia. In: Vagal control of the heart: Experimental basis and clinical implications. Futura Publishing Co. Inc., Armonk, pp 511-536
44. Saul JP, Berger RD, Chen MH, Cohen RJ (1989) Transfer function analysis of autonomic regulation. II. Respiratory sinus arrhythmia. Am J Physiol Heart Circ Physiol 256(1):H153-H161
45. Sin PYW, Galletly DC, Tzeng YC (2010) Influence of breathing frequency on the pattern of respiratory sinus arrhythmia and blood pressure: Old questions revisited. Am J Physiol Heart Circ Physiol 298(5):H1588
46. Thomas RJ, Mietus JE, Peng CK, Goldberger AL (2005) An electrocardiogram-based technique to assess cardiopulmonary coupling during sleep. Sleep 28(9):1151-1161 (Pubitemid 41279513)
47. Tibshirani R, Hastie T (1987) Local likelihood estimation. J Am Stat Assoc 82(398):559-567
48. Voss A, Schulz S, Baer KJ (2010) Linear and nonlinear analysis of autonomic regulation of heart rate variability in healthy firstdegree relatives of patients with schizophrenia, pp 5395-5398
49. Womack BF (1971) The analysis of respiratory sinus arrhythmia using spectral analysis and digital filtering. IEEE Trans Biomed Eng 18:399-409