Multiscale-Multifractal Assessment of Heart Rate Variability in Shift Workers by Detrended Fluctuation Analysis

Raquel Delgado-Aranda; Guadalupe Dorantes-Méndez; Martín Oswaldo Méndez; Anna Maria Bianchi; Juha Kortelainen

doi:10.1007/978-3-031-18256-3_36

Multiscale-Multifractal Assessment of Heart Rate Variability in Shift Workers by Detrended Fluctuation Analysis

Raquel Delgado-Aranda^*
, Guadalupe Dorantes-Méndez
, Martín Oswaldo Méndez
, Anna Maria Bianchi
, Juha Kortelainen

^*Corresponding author for this work

BA6307 Human sensing solutions

Autonomous University of San Luis Potosí
Polytechnic University of Milan

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

Abstract

Alteration of the circadian rhythm of the sleep-wake cycle is observed in shift workers, causing sleep disorders and changes in the cardiac autonomic nervous system. The multifractal-multiscale structure of inter-beat intervals (IBI) during sleep was analyzed in healthy shift working females by the multiscale-multifractal detrended fluctuation analysis (MMF-DFA) method. The MMF-DFA was applied to estimate the self-similarity coefficients α(q, τ) considering moment orders q between - 5 and + 5, and scales τ between 8 and 150 s. During daytime sleep, for q> 2, the α(q, τ) coefficients were very similar to those of nighttime sleep along τ. However, significantly higher scaling coefficients were observed during daytime sleep than during nighttime sleep, at small scales 44 ≤ τ≤ 68 for 1 ≤ q≤ 2, and at large scales 219 ≤ τ≤ 414 for negative moment orders q. The results suggest an alteration in the autonomic nervous system of shift workers, which could increase the risk of cardiovascular disease. Also, multifractal surface assessment of scale coefficients during sleep could be a tool to complement and improve the assessment of HRV alterations due to shift work.

Original language	English
Title of host publication	Proceedings of CNIB 2022
Subtitle of host publication	45th Mexican Conference on Biomedical Engineering
Editors	Citlalli Jessica Trujillo-Romero, Rafael Gonzalez-Landaeta, Christian Chapa-González, Guadalupe Dorantes-Méndez, Dora-Luz Flores, J.J.Agustin Flores Cuautle, Martha R. Ortiz-Posadas, Ricardo A. Salido Ruiz, Esmeralda Zuñiga-Aguilar
Publisher	Springer
Pages	324-331
ISBN (Electronic)	978-3-031-18256-3
ISBN (Print)	978-3-03-118255-6
DOIs	https://doi.org/10.1007/978-3-031-18256-3_36
Publication status	Published - 2023
MoE publication type	A4 Article in a conference publication
Event	45th Mexican Conference on Biomedical Engineering, CNIB 2022 - Puerto Vallarta, Mexico Duration: 6 Oct 2022 → 8 Oct 2022

Publication series

Series	IFMBE Proceedings
Volume	86
ISSN	1680-0737

Conference

Conference	45th Mexican Conference on Biomedical Engineering, CNIB 2022
Country/Territory	Mexico
City	Puerto Vallarta
Period	6/10/22 → 8/10/22

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

SDG 3 Good Health and Well-being

Keywords

Heart rate variability
Shift work
Sleep

Access to Document

10.1007/978-3-031-18256-3_36

Cite this

Delgado-Aranda, R., Dorantes-Méndez, G., Méndez, M. O., Bianchi, A. M., & Kortelainen, J. (2023). Multiscale-Multifractal Assessment of Heart Rate Variability in Shift Workers by Detrended Fluctuation Analysis. In C. J. Trujillo-Romero, R. Gonzalez-Landaeta, C. Chapa-González, G. Dorantes-Méndez, D.-L. Flores, J. J. A. Flores Cuautle, M. R. Ortiz-Posadas, R. A. Salido Ruiz, & E. Zuñiga-Aguilar (Eds.), Proceedings of CNIB 2022: 45th Mexican Conference on Biomedical Engineering (pp. 324-331). Springer. https://doi.org/10.1007/978-3-031-18256-3_36

Delgado-Aranda, Raquel ; Dorantes-Méndez, Guadalupe ; Méndez, Martín Oswaldo et al. / Multiscale-Multifractal Assessment of Heart Rate Variability in Shift Workers by Detrended Fluctuation Analysis. Proceedings of CNIB 2022: 45th Mexican Conference on Biomedical Engineering. editor / Citlalli Jessica Trujillo-Romero ; Rafael Gonzalez-Landaeta ; Christian Chapa-González ; Guadalupe Dorantes-Méndez ; Dora-Luz Flores ; J.J.Agustin Flores Cuautle ; Martha R. Ortiz-Posadas ; Ricardo A. Salido Ruiz ; Esmeralda Zuñiga-Aguilar. Springer, 2023. pp. 324-331 (IFMBE Proceedings, Vol. 86).

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title = "Multiscale-Multifractal Assessment of Heart Rate Variability in Shift Workers by Detrended Fluctuation Analysis",

abstract = "Alteration of the circadian rhythm of the sleep-wake cycle is observed in shift workers, causing sleep disorders and changes in the cardiac autonomic nervous system. The multifractal-multiscale structure of inter-beat intervals (IBI) during sleep was analyzed in healthy shift working females by the multiscale-multifractal detrended fluctuation analysis (MMF-DFA) method. The MMF-DFA was applied to estimate the self-similarity coefficients α(q, τ) considering moment orders q between - 5 and + 5, and scales τ between 8 and 150 s. During daytime sleep, for q> 2, the α(q, τ) coefficients were very similar to those of nighttime sleep along τ. However, significantly higher scaling coefficients were observed during daytime sleep than during nighttime sleep, at small scales 44 ≤ τ≤ 68 for 1 ≤ q≤ 2, and at large scales 219 ≤ τ≤ 414 for negative moment orders q. The results suggest an alteration in the autonomic nervous system of shift workers, which could increase the risk of cardiovascular disease. Also, multifractal surface assessment of scale coefficients during sleep could be a tool to complement and improve the assessment of HRV alterations due to shift work.",

keywords = "Heart rate variability, Shift work, Sleep",

author = "Raquel Delgado-Aranda and Guadalupe Dorantes-M{\'e}ndez and M{\'e}ndez, \{Mart{\'i}n Oswaldo\} and Bianchi, \{Anna Maria\} and Juha Kortelainen",

note = "Publisher Copyright: {\textcopyright} 2023, The Author(s), under exclusive license to Springer Nature Switzerland AG.; 45th Mexican Conference on Biomedical Engineering, CNIB 2022 ; Conference date: 06-10-2022 Through 08-10-2022",

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Delgado-Aranda, R, Dorantes-Méndez, G, Méndez, MO, Bianchi, AM & Kortelainen, J 2023, Multiscale-Multifractal Assessment of Heart Rate Variability in Shift Workers by Detrended Fluctuation Analysis. in CJ Trujillo-Romero, R Gonzalez-Landaeta, C Chapa-González, G Dorantes-Méndez, D-L Flores, JJA Flores Cuautle, MR Ortiz-Posadas, RA Salido Ruiz & E Zuñiga-Aguilar (eds), Proceedings of CNIB 2022: 45th Mexican Conference on Biomedical Engineering. Springer, IFMBE Proceedings, vol. 86, pp. 324-331, 45th Mexican Conference on Biomedical Engineering, CNIB 2022, Puerto Vallarta, Mexico, 6/10/22. https://doi.org/10.1007/978-3-031-18256-3_36

Multiscale-Multifractal Assessment of Heart Rate Variability in Shift Workers by Detrended Fluctuation Analysis. / Delgado-Aranda, Raquel; Dorantes-Méndez, Guadalupe; Méndez, Martín Oswaldo et al.
Proceedings of CNIB 2022: 45th Mexican Conference on Biomedical Engineering. ed. / Citlalli Jessica Trujillo-Romero; Rafael Gonzalez-Landaeta; Christian Chapa-González; Guadalupe Dorantes-Méndez; Dora-Luz Flores; J.J.Agustin Flores Cuautle; Martha R. Ortiz-Posadas; Ricardo A. Salido Ruiz; Esmeralda Zuñiga-Aguilar. Springer, 2023. p. 324-331 (IFMBE Proceedings, Vol. 86).

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceedings › Scientific › peer-review

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T1 - Multiscale-Multifractal Assessment of Heart Rate Variability in Shift Workers by Detrended Fluctuation Analysis

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AU - Dorantes-Méndez, Guadalupe

AU - Méndez, Martín Oswaldo

AU - Bianchi, Anna Maria

AU - Kortelainen, Juha

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N2 - Alteration of the circadian rhythm of the sleep-wake cycle is observed in shift workers, causing sleep disorders and changes in the cardiac autonomic nervous system. The multifractal-multiscale structure of inter-beat intervals (IBI) during sleep was analyzed in healthy shift working females by the multiscale-multifractal detrended fluctuation analysis (MMF-DFA) method. The MMF-DFA was applied to estimate the self-similarity coefficients α(q, τ) considering moment orders q between - 5 and + 5, and scales τ between 8 and 150 s. During daytime sleep, for q> 2, the α(q, τ) coefficients were very similar to those of nighttime sleep along τ. However, significantly higher scaling coefficients were observed during daytime sleep than during nighttime sleep, at small scales 44 ≤ τ≤ 68 for 1 ≤ q≤ 2, and at large scales 219 ≤ τ≤ 414 for negative moment orders q. The results suggest an alteration in the autonomic nervous system of shift workers, which could increase the risk of cardiovascular disease. Also, multifractal surface assessment of scale coefficients during sleep could be a tool to complement and improve the assessment of HRV alterations due to shift work.

AB - Alteration of the circadian rhythm of the sleep-wake cycle is observed in shift workers, causing sleep disorders and changes in the cardiac autonomic nervous system. The multifractal-multiscale structure of inter-beat intervals (IBI) during sleep was analyzed in healthy shift working females by the multiscale-multifractal detrended fluctuation analysis (MMF-DFA) method. The MMF-DFA was applied to estimate the self-similarity coefficients α(q, τ) considering moment orders q between - 5 and + 5, and scales τ between 8 and 150 s. During daytime sleep, for q> 2, the α(q, τ) coefficients were very similar to those of nighttime sleep along τ. However, significantly higher scaling coefficients were observed during daytime sleep than during nighttime sleep, at small scales 44 ≤ τ≤ 68 for 1 ≤ q≤ 2, and at large scales 219 ≤ τ≤ 414 for negative moment orders q. The results suggest an alteration in the autonomic nervous system of shift workers, which could increase the risk of cardiovascular disease. Also, multifractal surface assessment of scale coefficients during sleep could be a tool to complement and improve the assessment of HRV alterations due to shift work.

KW - Heart rate variability

KW - Shift work

KW - Sleep

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Delgado-Aranda R, Dorantes-Méndez G, Méndez MO, Bianchi AM, Kortelainen J. Multiscale-Multifractal Assessment of Heart Rate Variability in Shift Workers by Detrended Fluctuation Analysis. In Trujillo-Romero CJ, Gonzalez-Landaeta R, Chapa-González C, Dorantes-Méndez G, Flores DL, Flores Cuautle JJA, Ortiz-Posadas MR, Salido Ruiz RA, Zuñiga-Aguilar E, editors, Proceedings of CNIB 2022: 45th Mexican Conference on Biomedical Engineering. Springer. 2023. p. 324-331. (IFMBE Proceedings, Vol. 86). doi: 10.1007/978-3-031-18256-3_36