Cargando…

Baroreflex Sensitivity Measured by Pulse Photoplethysmography

Novel methods for assessing baroreflex sensitivity (BRS) using only pulse photoplethysmography (PPG) signals are presented. Proposed methods were evaluated with a data set containing electrocardiogram (ECG), blood pressure (BP), and PPG signals from 17 healthy subjects during a tilt table test. The...

Descripción completa

Detalles Bibliográficos
Autores principales: Lázaro, Jesús, Gil, Eduardo, Orini, Michele, Laguna, Pablo, Bailón, Raquel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6482265/
https://www.ncbi.nlm.nih.gov/pubmed/31057351
http://dx.doi.org/10.3389/fnins.2019.00339
_version_ 1783413859754704896
author Lázaro, Jesús
Gil, Eduardo
Orini, Michele
Laguna, Pablo
Bailón, Raquel
author_facet Lázaro, Jesús
Gil, Eduardo
Orini, Michele
Laguna, Pablo
Bailón, Raquel
author_sort Lázaro, Jesús
collection PubMed
description Novel methods for assessing baroreflex sensitivity (BRS) using only pulse photoplethysmography (PPG) signals are presented. Proposed methods were evaluated with a data set containing electrocardiogram (ECG), blood pressure (BP), and PPG signals from 17 healthy subjects during a tilt table test. The methods are based on a surrogate of α index, which is defined as the power ratio of RR interval variability (RRV) and that of systolic arterial pressure series variability (SAPV). The proposed α index surrogates use pulse-to-pulse interval series variability (PPV) as a surrogate of RRV, and different morphological features of the PPG pulse which have been hypothesized to be related to BP, as series surrogates of SAPV. A time-frequency technique was used to assess BRS, taking into account the non-stationarity of the protocol. This technique identifies two time-varying frequency bands where RRV and SAPV (or their surrogates) are expected to be coupled: the low frequency (LF, inside 0.04–0.15 Hz range), and the high frequency (HF, inside 0.15–0.4 Hz range) bands. Furthermore, time-frequency coherence is used to identify the time intervals when the RRV and SAPV (or their surrogates) are coupled. Conventional α index based on RRV and SAPV was used as Gold Standard. Spearman correlation coefficients between conventional α index and its PPG-based surrogates were computed and the paired Wilcoxon statistical test was applied in order to assess whether the indices can find significant differences (p < 0.05) between different stages of the protocol. The highest correlations with the conventional α index were obtained by the α-index-surrogate based on PPV and pulse up-slope (PUS), with 0.74 for LF band, and 0.81 for HF band. Furthermore, this index found significant differences between rest stages and tilt stage in both LF and HF bands according to the paired Wilcoxon test, as the conventional α index also did. These results suggest that BRS changes induced by the tilt test can be assessed with high correlation by only a PPG signal using PPV as RRV surrogate, and PPG morphological features as SAPV surrogates, being PUS the most convenient SAPV surrogate among the studied ones.
format Online
Article
Text
id pubmed-6482265
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Frontiers Media S.A.
record_format MEDLINE/PubMed
spelling pubmed-64822652019-05-03 Baroreflex Sensitivity Measured by Pulse Photoplethysmography Lázaro, Jesús Gil, Eduardo Orini, Michele Laguna, Pablo Bailón, Raquel Front Neurosci Neuroscience Novel methods for assessing baroreflex sensitivity (BRS) using only pulse photoplethysmography (PPG) signals are presented. Proposed methods were evaluated with a data set containing electrocardiogram (ECG), blood pressure (BP), and PPG signals from 17 healthy subjects during a tilt table test. The methods are based on a surrogate of α index, which is defined as the power ratio of RR interval variability (RRV) and that of systolic arterial pressure series variability (SAPV). The proposed α index surrogates use pulse-to-pulse interval series variability (PPV) as a surrogate of RRV, and different morphological features of the PPG pulse which have been hypothesized to be related to BP, as series surrogates of SAPV. A time-frequency technique was used to assess BRS, taking into account the non-stationarity of the protocol. This technique identifies two time-varying frequency bands where RRV and SAPV (or their surrogates) are expected to be coupled: the low frequency (LF, inside 0.04–0.15 Hz range), and the high frequency (HF, inside 0.15–0.4 Hz range) bands. Furthermore, time-frequency coherence is used to identify the time intervals when the RRV and SAPV (or their surrogates) are coupled. Conventional α index based on RRV and SAPV was used as Gold Standard. Spearman correlation coefficients between conventional α index and its PPG-based surrogates were computed and the paired Wilcoxon statistical test was applied in order to assess whether the indices can find significant differences (p < 0.05) between different stages of the protocol. The highest correlations with the conventional α index were obtained by the α-index-surrogate based on PPV and pulse up-slope (PUS), with 0.74 for LF band, and 0.81 for HF band. Furthermore, this index found significant differences between rest stages and tilt stage in both LF and HF bands according to the paired Wilcoxon test, as the conventional α index also did. These results suggest that BRS changes induced by the tilt test can be assessed with high correlation by only a PPG signal using PPV as RRV surrogate, and PPG morphological features as SAPV surrogates, being PUS the most convenient SAPV surrogate among the studied ones. Frontiers Media S.A. 2019-04-18 /pmc/articles/PMC6482265/ /pubmed/31057351 http://dx.doi.org/10.3389/fnins.2019.00339 Text en Copyright © 2019 Lázaro, Gil, Orini, Laguna and Bailón. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Neuroscience
Lázaro, Jesús
Gil, Eduardo
Orini, Michele
Laguna, Pablo
Bailón, Raquel
Baroreflex Sensitivity Measured by Pulse Photoplethysmography
title Baroreflex Sensitivity Measured by Pulse Photoplethysmography
title_full Baroreflex Sensitivity Measured by Pulse Photoplethysmography
title_fullStr Baroreflex Sensitivity Measured by Pulse Photoplethysmography
title_full_unstemmed Baroreflex Sensitivity Measured by Pulse Photoplethysmography
title_short Baroreflex Sensitivity Measured by Pulse Photoplethysmography
title_sort baroreflex sensitivity measured by pulse photoplethysmography
topic Neuroscience
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6482265/
https://www.ncbi.nlm.nih.gov/pubmed/31057351
http://dx.doi.org/10.3389/fnins.2019.00339
work_keys_str_mv AT lazarojesus baroreflexsensitivitymeasuredbypulsephotoplethysmography
AT gileduardo baroreflexsensitivitymeasuredbypulsephotoplethysmography
AT orinimichele baroreflexsensitivitymeasuredbypulsephotoplethysmography
AT lagunapablo baroreflexsensitivitymeasuredbypulsephotoplethysmography
AT bailonraquel baroreflexsensitivitymeasuredbypulsephotoplethysmography