Cuffless Blood Pressure Measurement Using a Smartphone-Case Based ECG Monitor with Photoplethysmography in Hypertensive Patients
The availability of simple, accurate, and affordable cuffless blood pressure (BP) devices has the potential to greatly increase the compliance with measurement recommendations and the utilization of BP measurements for BP telemonitoring. The aim of this study is to evaluate the correlation between f...
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doaj-77a66424a8b640e192daff186dd9dc3d2021-06-01T00:26:45ZengMDPI AGSensors1424-82202021-05-01213525352510.3390/s21103525Cuffless Blood Pressure Measurement Using a Smartphone-Case Based ECG Monitor with Photoplethysmography in Hypertensive PatientsZhanna Sagirova0Natalia Kuznetsova1Nana Gogiberidze2Daria Gognieva3Aleksandr Suvorov4Petr Chomakhidze5Stefano Omboni6Hugo Saner7Philippe Kopylov8Department of Cardiology, Functional and Ultrasound Diagnostics of N.V. Sklifosovsky, Institute for Clinical Medicine, I.M. Sechenov First Moscow State Medical University, 119435 Moscow, RussiaResearch Center “Digital Biodesign and Personalized Healthcare”, I.M. Sechenov First Moscow State Medical University, 119991 Moscow, RussiaDepartment of Cardiology, Functional and Ultrasound Diagnostics of N.V. Sklifosovsky, Institute for Clinical Medicine, I.M. Sechenov First Moscow State Medical University, 119435 Moscow, RussiaResearch Center “Digital Biodesign and Personalized Healthcare”, I.M. Sechenov First Moscow State Medical University, 119991 Moscow, RussiaCentre for Analysis of Complex Systems, I.M. Sechenov First Moscow State Medical University, 119991 Moscow, RussiaResearch Center “Digital Biodesign and Personalized Healthcare”, I.M. Sechenov First Moscow State Medical University, 119991 Moscow, RussiaDepartment of Cardiology, Functional and Ultrasound Diagnostics of N.V. Sklifosovsky, Institute for Clinical Medicine, I.M. Sechenov First Moscow State Medical University, 119435 Moscow, RussiaDepartment of Cardiology, Functional and Ultrasound Diagnostics of N.V. Sklifosovsky, Institute for Clinical Medicine, I.M. Sechenov First Moscow State Medical University, 119435 Moscow, RussiaResearch Center “Digital Biodesign and Personalized Healthcare”, I.M. Sechenov First Moscow State Medical University, 119991 Moscow, RussiaThe availability of simple, accurate, and affordable cuffless blood pressure (BP) devices has the potential to greatly increase the compliance with measurement recommendations and the utilization of BP measurements for BP telemonitoring. The aim of this study is to evaluate the correlation between findings from routine BP measurements using a conventional sphygmomanometer with the results from a portable ECG monitor combined with photoplethysmography (PPG) for pulse wave registration in patients with arterial hypertension. Methods: The study included 500 patients aged 32–88 years (mean 64 ± 7.9 years). Mean values from three routine BP measurements by a sphygmomanometer with cuff were selected for comparison; within one minute after the last measurement, an electrocardiogram (ECG) was recorded for 3 min in the standard lead I using a smartphone-case based single-channel ECG monitor (CardioQVARK<sup>®</sup>-limited responsibility company “L-CARD”, Moscow, Russia) simultaneously with a PPG pulse wave recording. Using a combination of the heart signal with the PPG, levels of systolic and diastolic BP were determined based on machine learning using a previously developed and validated algorithm and were compared with sphygmomanometer results. Results: According to the Bland–Altman analysis, SD for systolic BP was 3.63, and bias was 0.32 for systolic BP. SD was 2.95 and bias was 0.61 for diastolic BP. The correlation between the results from the sphygmomanometer and the cuffless method was 0.89 (<i>p</i> = 0.001) for systolic and 0.87 (<i>p</i> = 0.002) for diastolic BP. Conclusion: Blood pressure measurements on a smartphone-case without a cuff are encouraging. However, further research is needed to improve the accuracy and reliability of clinical use in the majority of patients.https://www.mdpi.com/1424-8220/21/10/3525photoplethysmographypulse wave analysisblood pressureblood pressure measurementportable ECG monitorPPG monitor |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Zhanna Sagirova Natalia Kuznetsova Nana Gogiberidze Daria Gognieva Aleksandr Suvorov Petr Chomakhidze Stefano Omboni Hugo Saner Philippe Kopylov |
spellingShingle |
Zhanna Sagirova Natalia Kuznetsova Nana Gogiberidze Daria Gognieva Aleksandr Suvorov Petr Chomakhidze Stefano Omboni Hugo Saner Philippe Kopylov Cuffless Blood Pressure Measurement Using a Smartphone-Case Based ECG Monitor with Photoplethysmography in Hypertensive Patients Sensors photoplethysmography pulse wave analysis blood pressure blood pressure measurement portable ECG monitor PPG monitor |
author_facet |
Zhanna Sagirova Natalia Kuznetsova Nana Gogiberidze Daria Gognieva Aleksandr Suvorov Petr Chomakhidze Stefano Omboni Hugo Saner Philippe Kopylov |
author_sort |
Zhanna Sagirova |
title |
Cuffless Blood Pressure Measurement Using a Smartphone-Case Based ECG Monitor with Photoplethysmography in Hypertensive Patients |
title_short |
Cuffless Blood Pressure Measurement Using a Smartphone-Case Based ECG Monitor with Photoplethysmography in Hypertensive Patients |
title_full |
Cuffless Blood Pressure Measurement Using a Smartphone-Case Based ECG Monitor with Photoplethysmography in Hypertensive Patients |
title_fullStr |
Cuffless Blood Pressure Measurement Using a Smartphone-Case Based ECG Monitor with Photoplethysmography in Hypertensive Patients |
title_full_unstemmed |
Cuffless Blood Pressure Measurement Using a Smartphone-Case Based ECG Monitor with Photoplethysmography in Hypertensive Patients |
title_sort |
cuffless blood pressure measurement using a smartphone-case based ecg monitor with photoplethysmography in hypertensive patients |
publisher |
MDPI AG |
series |
Sensors |
issn |
1424-8220 |
publishDate |
2021-05-01 |
description |
The availability of simple, accurate, and affordable cuffless blood pressure (BP) devices has the potential to greatly increase the compliance with measurement recommendations and the utilization of BP measurements for BP telemonitoring. The aim of this study is to evaluate the correlation between findings from routine BP measurements using a conventional sphygmomanometer with the results from a portable ECG monitor combined with photoplethysmography (PPG) for pulse wave registration in patients with arterial hypertension. Methods: The study included 500 patients aged 32–88 years (mean 64 ± 7.9 years). Mean values from three routine BP measurements by a sphygmomanometer with cuff were selected for comparison; within one minute after the last measurement, an electrocardiogram (ECG) was recorded for 3 min in the standard lead I using a smartphone-case based single-channel ECG monitor (CardioQVARK<sup>®</sup>-limited responsibility company “L-CARD”, Moscow, Russia) simultaneously with a PPG pulse wave recording. Using a combination of the heart signal with the PPG, levels of systolic and diastolic BP were determined based on machine learning using a previously developed and validated algorithm and were compared with sphygmomanometer results. Results: According to the Bland–Altman analysis, SD for systolic BP was 3.63, and bias was 0.32 for systolic BP. SD was 2.95 and bias was 0.61 for diastolic BP. The correlation between the results from the sphygmomanometer and the cuffless method was 0.89 (<i>p</i> = 0.001) for systolic and 0.87 (<i>p</i> = 0.002) for diastolic BP. Conclusion: Blood pressure measurements on a smartphone-case without a cuff are encouraging. However, further research is needed to improve the accuracy and reliability of clinical use in the majority of patients. |
topic |
photoplethysmography pulse wave analysis blood pressure blood pressure measurement portable ECG monitor PPG monitor |
url |
https://www.mdpi.com/1424-8220/21/10/3525 |
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