Cargando…

The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time

The goal of this study was to investigate the potential of wearable limb ballistocardiography (BCG) to enable cuff-less blood pressure (BP) monitoring, by investigating the association between wearable limb BCG-based pulse transit time (PTT) and BP. A wearable BCG-based PTT was calculated using the...

Descripción completa

Detalles Bibliográficos
Autores principales: Yousefian, Peyman, Shin, Sungtae, Mousavi, Azin, Kim, Chang-Sei, Mukkamala, Ramakrishna, Jang, Dae-Geun, Ko, Byung-Hoon, Lee, Jongwook, Kwon, Ui Kun, Kim, Youn Ho, Hahn, Jin-Oh
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650495/
https://www.ncbi.nlm.nih.gov/pubmed/31337783
http://dx.doi.org/10.1038/s41598-019-46936-9
_version_ 1783438140498771968
author Yousefian, Peyman
Shin, Sungtae
Mousavi, Azin
Kim, Chang-Sei
Mukkamala, Ramakrishna
Jang, Dae-Geun
Ko, Byung-Hoon
Lee, Jongwook
Kwon, Ui Kun
Kim, Youn Ho
Hahn, Jin-Oh
author_facet Yousefian, Peyman
Shin, Sungtae
Mousavi, Azin
Kim, Chang-Sei
Mukkamala, Ramakrishna
Jang, Dae-Geun
Ko, Byung-Hoon
Lee, Jongwook
Kwon, Ui Kun
Kim, Youn Ho
Hahn, Jin-Oh
author_sort Yousefian, Peyman
collection PubMed
description The goal of this study was to investigate the potential of wearable limb ballistocardiography (BCG) to enable cuff-less blood pressure (BP) monitoring, by investigating the association between wearable limb BCG-based pulse transit time (PTT) and BP. A wearable BCG-based PTT was calculated using the BCG and photoplethysmogram (PPG) signals acquired by a wristband as proximal and distal timing reference (called the wrist PTT). Its efficacy as surrogate of BP was examined in comparison with PTT calculated using the whole-body BCG acquired by a customized weighing scale (scale PTT) as well as pulse arrival time (PAT) using the experimental data collected from 22 young healthy participants under multiple BP-perturbing interventions. The wrist PTT exhibited close association with both diastolic (group average r = 0.79; mean absolute error (MAE) = 5.1 mmHg) and systolic (group average r = 0.81; MAE = 7.6 mmHg) BP. The efficacy of the wrist PTT was superior to scale PTT and PAT for both diastolic and systolic BP. The association was consistent and robust against diverse BP-perturbing interventions. The wrist PTT showed superior association with BP when calculated with green PPG rather than infrared PPG. In sum, wearable limb BCG has the potential to realize convenient cuff-less BP monitoring via PTT.
format Online
Article
Text
id pubmed-6650495
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-66504952019-07-29 The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time Yousefian, Peyman Shin, Sungtae Mousavi, Azin Kim, Chang-Sei Mukkamala, Ramakrishna Jang, Dae-Geun Ko, Byung-Hoon Lee, Jongwook Kwon, Ui Kun Kim, Youn Ho Hahn, Jin-Oh Sci Rep Article The goal of this study was to investigate the potential of wearable limb ballistocardiography (BCG) to enable cuff-less blood pressure (BP) monitoring, by investigating the association between wearable limb BCG-based pulse transit time (PTT) and BP. A wearable BCG-based PTT was calculated using the BCG and photoplethysmogram (PPG) signals acquired by a wristband as proximal and distal timing reference (called the wrist PTT). Its efficacy as surrogate of BP was examined in comparison with PTT calculated using the whole-body BCG acquired by a customized weighing scale (scale PTT) as well as pulse arrival time (PAT) using the experimental data collected from 22 young healthy participants under multiple BP-perturbing interventions. The wrist PTT exhibited close association with both diastolic (group average r = 0.79; mean absolute error (MAE) = 5.1 mmHg) and systolic (group average r = 0.81; MAE = 7.6 mmHg) BP. The efficacy of the wrist PTT was superior to scale PTT and PAT for both diastolic and systolic BP. The association was consistent and robust against diverse BP-perturbing interventions. The wrist PTT showed superior association with BP when calculated with green PPG rather than infrared PPG. In sum, wearable limb BCG has the potential to realize convenient cuff-less BP monitoring via PTT. Nature Publishing Group UK 2019-07-23 /pmc/articles/PMC6650495/ /pubmed/31337783 http://dx.doi.org/10.1038/s41598-019-46936-9 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Yousefian, Peyman
Shin, Sungtae
Mousavi, Azin
Kim, Chang-Sei
Mukkamala, Ramakrishna
Jang, Dae-Geun
Ko, Byung-Hoon
Lee, Jongwook
Kwon, Ui Kun
Kim, Youn Ho
Hahn, Jin-Oh
The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time
title The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time
title_full The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time
title_fullStr The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time
title_full_unstemmed The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time
title_short The Potential of Wearable Limb Ballistocardiogram in Blood Pressure Monitoring via Pulse Transit Time
title_sort potential of wearable limb ballistocardiogram in blood pressure monitoring via pulse transit time
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6650495/
https://www.ncbi.nlm.nih.gov/pubmed/31337783
http://dx.doi.org/10.1038/s41598-019-46936-9
work_keys_str_mv AT yousefianpeyman thepotentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT shinsungtae thepotentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT mousaviazin thepotentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT kimchangsei thepotentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT mukkamalaramakrishna thepotentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT jangdaegeun thepotentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT kobyunghoon thepotentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT leejongwook thepotentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT kwonuikun thepotentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT kimyounho thepotentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT hahnjinoh thepotentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT yousefianpeyman potentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT shinsungtae potentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT mousaviazin potentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT kimchangsei potentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT mukkamalaramakrishna potentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT jangdaegeun potentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT kobyunghoon potentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT leejongwook potentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT kwonuikun potentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT kimyounho potentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime
AT hahnjinoh potentialofwearablelimbballistocardiograminbloodpressuremonitoringviapulsetransittime