Comparison of fast Fourier transform and autoregressive spectral analysis for the study of heart rate variability in diabetic patients

International Journal of Cardiology

Volumn 104, Issue 3, 2005, Pages 307-313

  Chemla, Denis ^a   Young, Jacques ^a   Badilini, Fabio ^a   Maison Blanche, Pierre ^a   Affres, Hélène ^a   Lecarpentier, Yves ^a   Chanson, Philippe ^a  

^a NONE

Author keywords

Autonomic neuropathy; Autonomic tone; Heart rate

Indexed keywords

INSULIN;

ADULT; ARTICLE; BRADYCARDIA; CLINICAL ARTICLE; CLINICAL TRIAL; CONTROLLED CLINICAL TRIAL; CONTROLLED STUDY; DATA ANALYSIS; DIABETES MELLITUS; ELECTROCARDIOGRAPHY; ELECTROSTIMULATION THERAPY; FEMALE; FOURIER TRANSFORMATION; HEART RATE VARIABILITY; HUMAN; INTERMETHOD COMPARISON; MALE; PATIENT MONITORING; PRIORITY JOURNAL; REPRODUCIBILITY; SPECTROSCOPY;

ADULT; CIRCADIAN RHYTHM; DIABETES MELLITUS, TYPE 1; ELECTROCARDIOGRAPHY, AMBULATORY; FEMALE; FOURIER ANALYSIS; HEART CONDUCTION SYSTEM; HEART RATE; HUMANS; MALE; MIDDLE AGED; MULTIVARIATE ANALYSIS; PROSPECTIVE STUDIES; REPRODUCIBILITY OF RESULTS;

EID: 25444500962     PISSN: 01675273     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ijcard.2004.12.018     Document Type: Article

References (36)

1. Akaike H, A new look at the statistical model identification. IEEE Trans Autom Cont 19: 716-723
2. S. Akselrod, D. Gordon, F.A. Ubel, D.C. Shannon, and R.J. Cohen Power spectrum analysis of heart rate fluctuation: a quantitative probe of beat-to-beat cardiovascular control Science 213 1981 220 222
3. F. Badilini, P. Maison-Blanche, and P. Coumel Heart rate variability in passive tilt test: comparative evaluation of autoregressive and FFT spectral analyses PACE 21 1998 1122 1132
4. F. Badilini, P. Maison-Blanche, P. Champomier, J.C. Provost, P. Coumel, and H. Milon Frequency-domain heart rate variability in 24-hour Holter recordings: role of spectral method to assess circadian patterns and pharmacological autonomic modulation J Electrocardiol 33 2000 147 157
5. F. Bellavere Heart rate variability in patients with diabetes and other noncardiological diseases M. Malik A.J. Camm Heart rate variability 1995 Armonk Futura Publishing Co. Inc. 507 516 Chapt. 38
6. F. Bellavere, I. Balzani, G. de Masi, M. Carraro, P. Carenza, and C. Cobelli Power spectral analysis of heart rate variations improves assessment of diabetic care autonomic neuropathy Diabetes 41 1992 633 640
7. L. Bernardi, L. Ricordi, P. Lazzari, P. Solda, A. Calciati, and M.R. Ferrari Impaired circadian modulation of sympathovagal activity in diabetes. A possible explanation for altered temporal onset of cardiovascular disease Circulation 86 1992 1443 1452
8. J.T. Bigger, J.L. Fleiss, L.M. Rolnitzky, and R.C. Steinman The ability of several short-term measures of RR variability to predict mortality after myocardial infarction Circulation 88 1993 927 934
9. A.J. Burger, M. Charlamb, L.A. Weinrauch, and J. d'Elia Short- and long-term reproducibility of heart rate variability in patients with long-standing type I diabetes mellitus Am J Cardiol 80 1997 1198 1202
10. A.J. Burger, J.A. d'Elia, L.A. Weinrauch, I. Lerman, and A. Gaur Marked abnormalities in heart rate variability are associated with progressive deterioration of renal function in type I diabetic patients with overt nephropathy Int J Cardiol 86 2002 281 287
11. M.R. Carnethon, D. Lia, G.W. Evans, W.E. Cascio, L.E. Chambless, and G. Heiss Correlates of the shift in heart rate variability with an active postural change in a healthy population sample: the atherosclerosis risk in communities study Am Heart J 143 2002 808 813
12. D.J. Christini, A. Kulkarni, S. Rao, E.R. Stutman, F.M. Bennett, and J.M. Hausdorff Influence of autoregressive model parameter uncertainty on spectral estimates of heart rate dynamics Ann Biomed Eng 23 1995 127 134
13. G. Comi, M.G. Sora, A. Bianchi, B. Bontempi, P. Gianoglio, and S. Cerutti Spectral analysis of short-term heart rate variability in diabetic patients J Auton Nerv Syst 30 1990 S45 S49
14. D.L. Eckberg Sympathovagal balance. A critical appraisal Circulation 96 1997 3224 3232
15. D.L. Eckberg Response to correspondences on "sympathovagal balance a critical appraisal" Circulation 98 1998 2643 2644
16. D.J. Ewing, I.W. Campbell, and B.F. Clarke The natural history of diabetic autonomic neuropathy Q J Med 193 1980 95 108
17. J. Gerritsen, J.M. Dekker, B.J. TenVoorde, P.J. Kostense, R.J. Heine, and L.M. Bouter Impaired autonomic function is associated with increased mortality, especially in subjects with diabetes, hypertension, or a history of cardiovascular disease Diabetes Care 24 2001 1793 1798
18. J. Kautzner, K. Hnatkova, A. Staunton, A.J. Camm, and M. Malik Day-to-day reproducibility of time-domain measures of heart rate variability in survivors of acute myocardial infarction Am J Cardiol 76 1995 309 312
19. S.M. Kay, and S.L. Marple Spectrum analysis: a modern perspective Proc IEEE 69 1981 1380 1419
20. T. Laitinen, I.K.J. Vauhkonen, L.K. Niskanen, J.E. Hartikainen, E.A. Lansimies, and M.I. Uusitupa Power spectral analysis of heart rate variability during hyperinsulinemia in nondiabetic offspring of type 2 diabetic patients Diabetes 48 1999 1295 1299
21. D. Liao, M. Carnethon, G.W. Evans, W.E. Cascio, and G. Heiss Lower heart rate variability is associated with the development of coronary heart disease in individuals with diabetes. The atherosclerosis risk in communities (ARIC) study Diabetes 51 2002 3524 3531
22. M. Malik Sympathovagal balance: a critical appraisal Circulation 98 1998 2643
23. A. Malliani The pattern of sympathovagal balance explored in the frequency domain News Physiol Sci 14 1999 111 117
24. A. Malliani, M. Pagani, R. Furlan, S. Guzetti, D. Lucini, and N. Montano Individual recognition by heart rate variability of two different autonomic profiles related to posture Circulation 96 1997 4143 4145
25. A. Malliani, M. Pagani, F. Lombardi, and S. Cerutti Cardiovascular neural regulation explored in the frequency domain Circulation 84 1991 482 492
26. A. Malliani, M. Pagani, N. Montano, and G.S. Mela Sympathovagal balance: a reappraisal Circulation 98 1998 2640 2642
27. S.C. Malpas Neural influences on cardiovascular variability: possibilities and pitfalls Am J Physiol, Heart Circ Physiol 282 2002 H6 H20
28. M. Pagani, F. Lombardi, S. Guzzetti, O. Rimoldi, R. Furlan, and P. Pizzinelli Power spectral analysis of heart rate and arterial pressure variabilities as a marker of sympatho-vagal interaction in man and conscious dog Circ Res 59 1986 178 193
29. M.V. Pitzalis, F. Mastropasqua, F. Massari, C. Forleo, M. Di Maggio, and A. Passantino Short- and long-term reproducibility of time and frequency domain heart rate variability measurements in normal subjects Cardiovasc Res 32 1996 226 233
30. R. Sinnreich, J.D. Kark, Y. Friedlander, D. Sapoznikov, and M.H. Luria Five minute recordings of heart rate variability for population studies: repeatability and age-sex characteristics Heart 80 1998 156 162
31. V. Spallone, L. Bernardi, M.R. Maiello, E. Cicconetti, L. Ricordi, and P. Fratino Twenty-four-hour pattern of blood pressure and spectral analysis of heart rate variability in diabetic patients with various degrees of autonomic neuropathy. Comparison to standard cardiovascular tests Clin Sci (Lond) 91 1996 105 107
32. V. Spallone, L. Bernardi, L. Ricordi, P. Solda, M.R. Maiello, and A. Calciati Relationship between the circadian rhythms of blood pressure and sympathovagal balance in diabetic autonomic neuropathy Diabetes 42 1993 1745 1752
33. P.K. Stein, M.W. Rich, J.N. Rottman, and R.E. Kleiger Stability of index of heart rate variability in patients with congestive heart failure Am Heart J 129 1995 975 981
34. Task force of the ESC and NASPE Heart rate variability: standards of measurement, physiological interpretation, and clinical use Eur Heart J 17 1996 354 381
35. A.I. Vinik, R.E. Maser, B.D. Mitchell, and R. Freeman Diabetic autonomic neuropathy Diabetes Care 26 2003 1553 1579
36. W. Whang, and J.T. Bigger Comparison of the prognostic value of RR-interval variability after acute myocardial infarction in patients with versus those without diabetes mellitus Am J Cardiol 92 2003 247 251