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Assessment of autonomous nerve system through non-linear heart rate variability outcomes in sedentary healthy adults
BACKGROUND: Heart rate variability (HRV) is a psycho-physiological phenomenon with broad health implications. Different data analysis methods have been used to assess the autonomic nervous system activity, but the validation of new indexes that accurately describe its balance through non-invasive me...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7643555/ https://www.ncbi.nlm.nih.gov/pubmed/33194401 http://dx.doi.org/10.7717/peerj.10178 |
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author | Navarro-Lomas, Gines De-la-O, Alejandro Jurado-Fasoli, Lucas Castillo, Manuel J. Femia, Pedro Amaro-Gahete, Francisco J. |
author_facet | Navarro-Lomas, Gines De-la-O, Alejandro Jurado-Fasoli, Lucas Castillo, Manuel J. Femia, Pedro Amaro-Gahete, Francisco J. |
author_sort | Navarro-Lomas, Gines |
collection | PubMed |
description | BACKGROUND: Heart rate variability (HRV) is a psycho-physiological phenomenon with broad health implications. Different data analysis methods have been used to assess the autonomic nervous system activity, but the validation of new indexes that accurately describe its balance through non-invasive methods (i.e., HRV analysis) is of clinical interest. This study aimed: (i) to evaluate the association of the Stress Score (SS) and the Sympathetic/Parasympathetic Ratio (S/PS) with time domain and frequency domain analysis of HRV, and (ii) to set reference values of SS and S/PS in sedentary healthy adults. METHODS: A total of 156 sedentary healthy adults (38.4 ± 15.57 years old, 81 women), aged were involved in this study. HRV was measured for 15 min in a supine position at rest. SS and S/PS were calculated from the non-linear HRV analyses based on Poincare Plot. RESULTS: Stress Score showed a non-linear negative power-law relationship with SDNN (β = −0.969; R(2) = 0.963; P < 0.001), RMSSD (β = −0.867; R(2) = 0.722; P < 0.001), high frequency (β = −0.834; R(2) = 0.752; P =< 0.001), low frequency (β = −0.627; R(2) = 0.330; P < 0.001), SD1 (β = −0.867; R(2) = 0.722; P < 0.001) and SD2 (β = −1.000; R(2) > 0.999; P < 0.001). There was observed a negative cubic relationship between SS with PNN50 (β = −1.972; R(2) = 0.644; P < 0.001). A linear regression model was conducted between SS with Ratio Low/High Frequency (β = 0.026; R(2) < 0.001; P = 0.750). Non-linear power-law regression models were built between S/PS and SDNN (β = −0.990; R(2) = 0.981; P < 0.001), RMSSD (β = −0.973; R(2) = 0.939; P < 0.001), high frequency (β = −0.928; R(2) = 0.970; P < 0.001), low frequency (β = −2.344; R(2) = 0.557; P < 0.001), SD1 (β = −0.973; R(2) = 0.939; P < 0.001) and SD2 (β = −0.611; R(2) = 0.908; P < 0.001). A non-linear negative regression model was built between S/PS and PNN50 (β = −3.412; R(2) = 0.868; P < 0.001). A linear regression model was conducted between S/PS and SD2/SD1 (β = 0.075; R(2) = 0.006; P < 0.001). CONCLUSION: Our results support the use of SS as a sympathetic activity marker, and S/PS as an indicator of the sympathetic and parasympathetic activity of the autonomic nervous system in sedentary healthy adults. |
format | Online Article Text |
id | pubmed-7643555 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-76435552020-11-12 Assessment of autonomous nerve system through non-linear heart rate variability outcomes in sedentary healthy adults Navarro-Lomas, Gines De-la-O, Alejandro Jurado-Fasoli, Lucas Castillo, Manuel J. Femia, Pedro Amaro-Gahete, Francisco J. PeerJ Neuroscience BACKGROUND: Heart rate variability (HRV) is a psycho-physiological phenomenon with broad health implications. Different data analysis methods have been used to assess the autonomic nervous system activity, but the validation of new indexes that accurately describe its balance through non-invasive methods (i.e., HRV analysis) is of clinical interest. This study aimed: (i) to evaluate the association of the Stress Score (SS) and the Sympathetic/Parasympathetic Ratio (S/PS) with time domain and frequency domain analysis of HRV, and (ii) to set reference values of SS and S/PS in sedentary healthy adults. METHODS: A total of 156 sedentary healthy adults (38.4 ± 15.57 years old, 81 women), aged were involved in this study. HRV was measured for 15 min in a supine position at rest. SS and S/PS were calculated from the non-linear HRV analyses based on Poincare Plot. RESULTS: Stress Score showed a non-linear negative power-law relationship with SDNN (β = −0.969; R(2) = 0.963; P < 0.001), RMSSD (β = −0.867; R(2) = 0.722; P < 0.001), high frequency (β = −0.834; R(2) = 0.752; P =< 0.001), low frequency (β = −0.627; R(2) = 0.330; P < 0.001), SD1 (β = −0.867; R(2) = 0.722; P < 0.001) and SD2 (β = −1.000; R(2) > 0.999; P < 0.001). There was observed a negative cubic relationship between SS with PNN50 (β = −1.972; R(2) = 0.644; P < 0.001). A linear regression model was conducted between SS with Ratio Low/High Frequency (β = 0.026; R(2) < 0.001; P = 0.750). Non-linear power-law regression models were built between S/PS and SDNN (β = −0.990; R(2) = 0.981; P < 0.001), RMSSD (β = −0.973; R(2) = 0.939; P < 0.001), high frequency (β = −0.928; R(2) = 0.970; P < 0.001), low frequency (β = −2.344; R(2) = 0.557; P < 0.001), SD1 (β = −0.973; R(2) = 0.939; P < 0.001) and SD2 (β = −0.611; R(2) = 0.908; P < 0.001). A non-linear negative regression model was built between S/PS and PNN50 (β = −3.412; R(2) = 0.868; P < 0.001). A linear regression model was conducted between S/PS and SD2/SD1 (β = 0.075; R(2) = 0.006; P < 0.001). CONCLUSION: Our results support the use of SS as a sympathetic activity marker, and S/PS as an indicator of the sympathetic and parasympathetic activity of the autonomic nervous system in sedentary healthy adults. PeerJ Inc. 2020-11-02 /pmc/articles/PMC7643555/ /pubmed/33194401 http://dx.doi.org/10.7717/peerj.10178 Text en © 2020 Navarro-Lomas et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Neuroscience Navarro-Lomas, Gines De-la-O, Alejandro Jurado-Fasoli, Lucas Castillo, Manuel J. Femia, Pedro Amaro-Gahete, Francisco J. Assessment of autonomous nerve system through non-linear heart rate variability outcomes in sedentary healthy adults |
title | Assessment of autonomous nerve system through non-linear heart rate variability outcomes in sedentary healthy adults |
title_full | Assessment of autonomous nerve system through non-linear heart rate variability outcomes in sedentary healthy adults |
title_fullStr | Assessment of autonomous nerve system through non-linear heart rate variability outcomes in sedentary healthy adults |
title_full_unstemmed | Assessment of autonomous nerve system through non-linear heart rate variability outcomes in sedentary healthy adults |
title_short | Assessment of autonomous nerve system through non-linear heart rate variability outcomes in sedentary healthy adults |
title_sort | assessment of autonomous nerve system through non-linear heart rate variability outcomes in sedentary healthy adults |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7643555/ https://www.ncbi.nlm.nih.gov/pubmed/33194401 http://dx.doi.org/10.7717/peerj.10178 |
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