Abstract
This paper presents a study of the heart rate variability (HRV) and respiratory rate variability (RRV) during daytime and nighttime sleep, considering the sleep stages. Eleven healthy female shift workers of 20–54 years old, were recorded during the sleep period. Detrended fluctuation analysis (DFA) was used to assess the short and long-range correlations of time series. Furthermore, the bivariate signal (HRV - RRV) was evaluated by means of the multivariate DFA. The results showed significant differences between the sleep stages. Nevertheless, the mean values of the HRV and RRV exponents did not show meaningful variability between daytime and nighttime sleep. The results suggest that there are changes in the central nervous system, in the regulation of heart and respiratory rate during the sleep stages. Also, the correlations of nighttime sleep are preserved during daytime sleep, which could be due to the adaptability of sleep to changes due to shifting work, keeping correlation properties of HRV and RRV.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
Jehan, S., Zizi, F., Pandi-Perumal, S.R., Myers, A.K., Auguste, E., Jean-Louis, G., McFarlane, S.I.: Shift work and sleep: medical implications and management. Sleep Med. Disord.: Int. J. 1(2) (2017). https://doi.org/10.15406/smdij.2017.01.00008
Ahumada, H.T., Ortega, M.: Rotación de turnos, fatiga y trastornos del sueño en un grupo de trabajadores industriales. Rev. Cubana Salud Trabajo 6(1), 27–31 (2005)
Montalvo, J.F., Piñol, E.: Horario laboral y salud: consecuencias psicológicas de los turnos de trabajo. Rev. psicopatol. psicol. clín. 5(3), 207–222 (2000). https://doi.org/10.5944/rppc.vol.5.num.3.2000.3899
Mora, G.G., Kortelainen, J.M., Hernández, E.R.P., Tenhunen, M., Bianchi, A.M., Méndez, M.O.: Evaluation of pressure bed sensor for automatic sahs screening. IEEE Trans. Instrum. Meas. 64(7), 1935–1943 (2014). https://doi.org/10.1109/TIM.2014.2366976
Guerrero, G., Kortelainen, J.M., Palacios, E., Bianchi, A.M., Tachino, G., Tenhunen, M., Mendez, M.O., Van Gils, M.: Detection of sleep-disordered breating with pressure bed sensor. In 2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), pp. 1342–1345. IEEE (2013). https://doi.org/10.1109/EMBC.2013.6609757
Freitas, J., Lago, P., Puig, J., Carvalho, M.J., Costa, O., de Freitas, A.F.: Circadian heart rate variability rhythm in shift workers. J. Electrocardiol. 30(1), 39–44 (1997). https://doi.org/10.1016/S0022-0736(97)80033-7
Ito, H., Nozaki, M., Maruyama, T., Kaji, Y., Tsuda, Y.: Shift work modifies the circadian patterns of heart rate variability in nurses. Int. J. Cardiol. 79(2–3), 231–236 (2001). https://doi.org/10.1016/S0167-5273(01)00439-9
Furlan, R., Barbic, F., Piazza, S., Tinelli, M., Seghizzi, P.: Modifications of cardiac autonomic profile associated with a shift schedule of work. Circulation 102(16), 1912–1916 (2000). https://doi.org/10.1161/01.CIR.102.16.1912
Mendez, M.O., Palacios-Hernandez, E.R., Alba, A., Kortelainen, J.M., Tenhunen, M.L., Bianchi, A.M.: Detection of the sleep stages throughout non-obtrusive measures of inter-beat fluctuations and motion: night and day sleep of female shift workers. Fluctuat. Noise Lett. 16(04), 1750033 (2017). https://doi.org/10.1142/S021947751750033X
Wessel, N., Voss, A., Malberg, H., Ziehmann, C., Voss, H.U., Schirdewan, A., Meyerfeldt, U., Kurths, J.: Nonlinear analysis of complex phenomena in cardiological data. Herzschrittmachertherapie Elektrophys. 11(3), 159–173 (2000). https://doi.org/10.1007/s003990070035
Golinska, A.K.: Detrended fluctuation analysis (DFA) in biomedical signal processing: selected examples. Stud. Log. Gramm. Rhetor. 29, 107–115 (2012)
Peng, C.K., Havlin, S., Stanley, H.E., Goldberger, A.L.: Quantification of scaling exponents and crossover phenomena in nonstationary heartbeat time series. Chaos Interdisc.: J. Nonlinear Sci. 5(1), 82–87 (1995). https://doi.org/10.1063/1.166141
Castiglioni, P., Di Rienzo, M., Faini A.: Self-similarity and detrended fluctuation analysis of cardiovascular signals. In: Complexity and Nonlinearity in Cardiovascular Signals, pp. 197–232. Springer (2017). https://doi.org/10.1007/978-3-319-58709-7_7
Xiong, H., Shang, P.: Detrended fluctuation analysis of multivariate time series. Commun. Nonlinear Sci. Numer. Simul. 42, 12–21 (2017). https://doi.org/10.1016/j.cnsns.2016.04.035
Åkerstedt, T.: Shift work and disturbed sleep/wakefulness. Occup. Med. 53(2), 89–94 (2003). https://doi.org/10.1093/occmed/kqg046
Penzel, T., Kantelhardt, J.W., Grote, L., Peter, J.H., Bunde, A.: Comparison of detrended fluctuation analysis and spectral analysis for heart rate variability in sleep and sleep apnea. IEEE Trans. Biomed. Eng. 50(10), 1143–1151 (2003). https://doi.org/10.1109/TBME.2003.817636
Kantelhardt, J.W., Penzel, T., Rostig, S., Becker, H.F., Havlin, S., Bunde, A.: Breathing during rem and non-rem sleep: correlated versus uncorrelated behaviour. Phys. A 319, 447–457 (2003). https://doi.org/10.1016/S0378-4371(02)01502-9
Jurysta, F., Lanquart, J.P., Van De Borne, P., Migeotte, P.F., Dumont, M., Degaute, J.P., Linkowski, P.: The link between cardiac autonomic activity and sleep delta power is altered in men with sleep apnea-hypopnea syndrome. Am. J. Physiol. Regul. Integr. Comp. Physiol. 291(4), R1165–R1171 (2006). https://doi.org/10.1152/ajpregu.00787.2005
Author information
Authors and Affiliations
Corresponding author
Editor information
Editors and Affiliations
Ethics declarations
The authors declare that there is no conflict of interest.
Rights and permissions
Copyright information
© 2020 Springer Nature Switzerland AG
About this paper
Cite this paper
Delgado-Aranda, R., Dorantes-Méndez, G., Méndez, M.O. (2020). Analysis of Cardiorespiratory Variations During Sleep in Shift Workers by Univariate and Multivariate Detrended Fluctuation Analysis. In: González Díaz, C., et al. VIII Latin American Conference on Biomedical Engineering and XLII National Conference on Biomedical Engineering. CLAIB 2019. IFMBE Proceedings, vol 75. Springer, Cham. https://doi.org/10.1007/978-3-030-30648-9_23
Download citation
DOI: https://doi.org/10.1007/978-3-030-30648-9_23
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-030-30647-2
Online ISBN: 978-3-030-30648-9
eBook Packages: EngineeringEngineering (R0)