Autonomic Nervous System characterization in hyperbaric environments considering respiratory component and non-linear analysis of Heart Rate Variability

Hernando, A. ; Posada Quintero, H. ; Peláez Coca, M. D. ; Gil, E. (Universidad de Zaragoza) ; Chon, K. H.

Resumen: Objectives: an evaluation of Principal Dynamic Mode (PDM) and Orthogonal Subspace Projection (OSP) methods to characterize the Autonomic Nervous System (ANS) response in three different hyperbaric environments was performed. Methods: ECG signals were recorded in two different stages (baseline and immersion) in three different hyperbaric environments: (a) inside a hyperbaric chamber, (b) in a controlled sea immersion, (c) in a real reservoir immersion. Time-domain parameters were extracted from the RR series of the ECG. From the Heart Rate Variability signal (HRV), classic Power Spectral Density (PSD), PDM (a non-linear analysis of HRV which is able to separate sympathetic and parasympathetic activities) and OSP (an analysis of HRV which is able to extract the respiratory component) methods were used to assess the ANS response. Results: PDM and OSP parameters follows the same trend when compared to the PSD ones for the hyperbaric chamber dataset. Comparing the three hyperbaric scenarios, significant differences were found: i) heart rate decreased and RMSSD increased in the hyperbaric chamber and the controlled dive, but they had the opposite behavior during the uncontrolled dive; ii) power in the OSP respiratory component was lower than power in the OSP residual component in cases a and c; iii) PDM and OSP methods showed a significant increase in sympathetic activity during both dives, but parasympathetic activity increased only during the uncontrolled dive. Conclusions: PDM and OSP methods could be used as an alternative measurement of ANS response instead of the PSD method. OSP results indicate that most of the variation in the heart rate variability cannot be described by changes in the respiration, so changes in ANS response can be assigned to other factors. Time-domain parameters reflect vagal activation in the hyperbaric chamber and in the controlled dive because of the effect of pressure. In the uncontrolled dive, sympathetic activity seems to be dominant, due to the effects of other factors such as physical activity, the challenging environment, and the influence of breathing through the scuba mask during immersion. In sum, a careful description of the changes in all the possible factors that could affect the ANS response between baseline and immersion stages in hyperbaric environments is needed for better interpretation of the results.

Idioma: Inglés

DOI: 10.1016/j.cmpb.2021.106527

Año: 2022

Publicado en: Computer Methods and Programs in Biomedicine 214 (2022), 106527 [13 pp.]
ISSN: 0169-2607

Factor impacto JCR: 6.1 (2022)

Categ. JCR: COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS rank: 25 / 110 = 0.227 (2022) - Q1 - T1
Categ. JCR: MEDICAL INFORMATICS rank: 7 / 31 = 0.226 (2022) - Q1 - T1
Categ. JCR: ENGINEERING, BIOMEDICAL rank: 22 / 96 = 0.229 (2022) - Q1 - T1
Categ. JCR: COMPUTER SCIENCE, THEORY & METHODS rank: 15 / 111 = 0.135 (2022) - Q1 - T1

Factor impacto CITESCORE: 10.1 - Medicine (Q1) - Computer Science (Q1)

Factor impacto SCIMAGO: 1.118 - Computer Science Applications (Q1) - Software (Q1) - Health Informatics (Q1)

Financiación: info:eu-repo/grantAgreement/ES/DGA-FSE/T39-20R
Financiación: info:eu-repo/grantAgreement/ES/MINECO-FEDER/PGC2018-095936-B-I00
Financiación: info:eu-repo/grantAgreement/ES/MINECO-FEDER/RTI2018-097723-B-I00
Financiación: info:eu-repo/grantAgreement/ES/UZ/CUD2019-10
Financiación: info:eu-repo/grantAgreement/ES/UZ/UZCUD2019-TEC-01

Tipo y forma: Artículo (PostPrint)

Área (Departamento): Área Ingen.Sistemas y Automát. (Dpto. Informát.Ingenie.Sistms.)