Abstract
This chapter presents an example of a complete HRV analysis of several long-duration ECG records employing the RHRV software package, including frequency, nonlinear, and time analysis. First, 3-h intervals of each ECG were extracted, corresponding to morning, afternoon, and night periods. Next, HRV analyses in both time and frequency domains were performed over each portion, and nonlinear values were also estimated. Finally, statistical analysis was applied over the variability parameters corresponding to these three types of fragments, to verify if differences existed among the morning, afternoon, and night ECG intervals. Some statistically significant differences were found between the morning and night periods. In particular, HRVi (HRV index, time) and Poincaré \(SD_{2}\) (nonlinear) parameters differ in a statistical way.
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References
Conroy RTWL, Mills JN (1970) Human circadian rhythms. Churchill
Minors DS, Waterhouse JM (2013) Circadian rhythms and the human. Butterworth-Heinemann
Purves D, Augustine GJ, Fitzpatrick D, Katz LC, Lamantia A-S, McNamara JO, Williams SM(2001) Neuroscience. Sinauer
Sack RL, Lewy AJ, Blood ML, Keith LD, Nakagawa H (1992) Circadian rhythm abnormalities in totally blind people: incidence and clinical significance. J Clin Endocrinol Metab 75(1):127–134
Jones CR, Campbell SS, Zone SE, Cooper F, DeSano A, Murphy PJ, Jones B, Czajkowski L, Ptáček LJ (1999) Familial advanced sleep-phase syndrome: A short-period circadian rhythm variant in humans. Nat Med 5(9):1062–1065
Hetzel M, Clark T (1980) Comparison of normal and asthmatic circadian rhythms in peak expiratory flow rate. Thorax 35(10):732–738
Boudreau P, Yeh WH, Dumont GA, Boivin DB (2012) A circadian rhythm in heart rate variability contributes to the increased cardiac sympathovagal response to awakening in the morning. Chronobiol Int 29(6):757–768
Kario K, Pickering TG, Umeda Y, Hoshide S, Hoshide Y, Morinari M, Murata M, Kuroda T, Schwartz JE, Shimada K (2003) Morning surge in blood pressure as a predictor of silent and clinical cerebrovascular disease in elderly hypertensives a prospective study. Circulation 107(10):1401–1406
White WB (2001) Cardiovascular risk and therapeutic intervention for the early morning surge in blood pressure and heart rate. Blood Press Monit 6(2):63–72
Ramaekers D, Ector H, Aubert A, Rubens A, Van de Werf F (1998) Heart rate variability and heart rate in healthy volunteers. Eur Heart J 19:1334–41
Massin MM, Maeyns K, Withofs N, Ravet F, Gérard P (2000) Circadian rhythm of heart rate and heart rate variability. Arch Dis Child 83(2):179–182
Malik M, Farrell T, Camm AJ (1990) Circadian rhythm of heart rate variability after acute myocardial infarction and its influence on the prognostic value of heart rate variability. Am J Cardiol 66(15):1049–1054
Huikuri HV, Linnaluoto MK, Seppänen T, Airaksinen KJ, Kessler KM, Takkunen JT, Myerburg RJ (1992) Circadian rhythm of heart rate variability in survivors of cardiac arrest. Am J Cardiol 70(6):610–615
Vanoli E, Adamson PB, Ba-Lin, Pinna GD, Lazzara R, Orr WC (1995) Heart rate variability during specific sleep stages. A comparison of healthy subjects with patients after myocardial infarction. Circulation, 91(7):1918–1922
Vandeput S, Verheyden B, Aubert A, Van Huffel S (2012) Nonlinear heart rate dynamics: circadian profile and influence of age and gender. Med Eng Phys 34(1):108–117
Goldberger AL, Amaral LA, Glass L, Hausdorff JM, Ivanov PC, Mark RG, Mietus JE, Moody GB, Peng C-K, Stanley HE (2000) PhysioBank, PhysioToolkit, and PhysioNet. Components of a new research resource for complex physiologic signals. Circulation 101(23):e215–e220
Jager F, Taddei A, Moody GB, Emdin M, Antolič G, Dorn R, Smrdel A, Marchesi C, Mark RG (2003) Long-term ST database: a reference for the development and evaluation of automated ischaemia detectors and for the study of the dynamics of myocardial ischaemia. Med Biol Eng Comput 41(2):172–182
PhysioBank. http://www.physionet.org/physiobank. Accessed 27 May 2016
Grafen A, Hails R (2002) Modern statistics for the life sciences. Oxford University Press
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García Martínez, C.A. et al. (2017). Putting It All Together, a Practical Example. In: Heart Rate Variability Analysis with the R package RHRV. Use R!. Springer, Cham. https://doi.org/10.1007/978-3-319-65355-6_7
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DOI: https://doi.org/10.1007/978-3-319-65355-6_7
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