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Biometric and Psychometric Remote Monitoring and Cardiovascular Risk Biomarkers in Ischemic Heart Disease
BACKGROUND: Patients with stable ischemic heart disease represent a heterogeneous population at variable risk for major adverse cardiac events (MACE). Because MACE typically occurs outside the hospital, we studied whether biometric and psychometric remote patient monitoring are associated with MACE...
Autores principales: | , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7726999/ https://www.ncbi.nlm.nih.gov/pubmed/32896202 http://dx.doi.org/10.1161/JAHA.120.016023 |
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author | Shufelt, Chrisandra L. Kim, Andy Joung, Sandy Barsky, Lili Arnold, Corey Cheng, Susan Dhawan, Shivani Fuller, Garth Speier, William Lopez, Mayra Mastali, Mitra Mouapi, Kelly van den Broek, Irene Wei, Janet Spiegel, Brennan Van Eyk, Jennifer E. Bairey-Merz, C. Noel |
author_facet | Shufelt, Chrisandra L. Kim, Andy Joung, Sandy Barsky, Lili Arnold, Corey Cheng, Susan Dhawan, Shivani Fuller, Garth Speier, William Lopez, Mayra Mastali, Mitra Mouapi, Kelly van den Broek, Irene Wei, Janet Spiegel, Brennan Van Eyk, Jennifer E. Bairey-Merz, C. Noel |
author_sort | Shufelt, Chrisandra L. |
collection | PubMed |
description | BACKGROUND: Patients with stable ischemic heart disease represent a heterogeneous population at variable risk for major adverse cardiac events (MACE). Because MACE typically occurs outside the hospital, we studied whether biometric and psychometric remote patient monitoring are associated with MACE risk biomarkers. METHODS AND RESULTS: In 198 patients with stable ischemic heart disease (mean age 65±11 years, 60% women), we evaluated baseline measures, including biometric (FitBit 2) and psychometric (acquired via smartphone‐administered patient‐reported outcomes) remote monitoring, in the PRE‐MACE (Prediction, Risk, and Evaluation of Major Adverse Cardiac Events) study. In multivariable adjusted regression analyses, we examined the association of these measures with biomarkers of MACE risk, including NT‐proBNP (N‐terminal pro‐b‐type natriuretic peptide), u‐hs‐cTnI (ultra‐high sensitivity cardiac‐specific troponin I), and hs‐CRP (high‐sensitivity C‐reactive) protein. Both biometric and psychometric measures were associated with NT‐proBNP. Specifically, step count, heart rate, physical activity, global health score, and physical function score were all inversely related, whereas physical limitation score was directly related (P≤0.05 for all). However, only biometric measures (step count and heart rate) were associated with u‐hs‐cTnI (inversely related, P<0.05), while only the psychometric measures of physical limitation were associated with hs‐CRP (directly related, P≤0.05). CONCLUSIONS: In stable ischemic heart disease patients, remotely monitored measures were associated with MACE risk biomarkers. Both biometric and psychometric measures were related to NT‐proBNP. In contrast, biometric measures were uniquely related to u‐hs‐cTnI, while psychometric indices were uniquely related to hs‐CRP. Further investigation could assess the predictive value of these metrics for MACE in ischemic heart disease. |
format | Online Article Text |
id | pubmed-7726999 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77269992020-12-13 Biometric and Psychometric Remote Monitoring and Cardiovascular Risk Biomarkers in Ischemic Heart Disease Shufelt, Chrisandra L. Kim, Andy Joung, Sandy Barsky, Lili Arnold, Corey Cheng, Susan Dhawan, Shivani Fuller, Garth Speier, William Lopez, Mayra Mastali, Mitra Mouapi, Kelly van den Broek, Irene Wei, Janet Spiegel, Brennan Van Eyk, Jennifer E. Bairey-Merz, C. Noel J Am Heart Assoc Original Research BACKGROUND: Patients with stable ischemic heart disease represent a heterogeneous population at variable risk for major adverse cardiac events (MACE). Because MACE typically occurs outside the hospital, we studied whether biometric and psychometric remote patient monitoring are associated with MACE risk biomarkers. METHODS AND RESULTS: In 198 patients with stable ischemic heart disease (mean age 65±11 years, 60% women), we evaluated baseline measures, including biometric (FitBit 2) and psychometric (acquired via smartphone‐administered patient‐reported outcomes) remote monitoring, in the PRE‐MACE (Prediction, Risk, and Evaluation of Major Adverse Cardiac Events) study. In multivariable adjusted regression analyses, we examined the association of these measures with biomarkers of MACE risk, including NT‐proBNP (N‐terminal pro‐b‐type natriuretic peptide), u‐hs‐cTnI (ultra‐high sensitivity cardiac‐specific troponin I), and hs‐CRP (high‐sensitivity C‐reactive) protein. Both biometric and psychometric measures were associated with NT‐proBNP. Specifically, step count, heart rate, physical activity, global health score, and physical function score were all inversely related, whereas physical limitation score was directly related (P≤0.05 for all). However, only biometric measures (step count and heart rate) were associated with u‐hs‐cTnI (inversely related, P<0.05), while only the psychometric measures of physical limitation were associated with hs‐CRP (directly related, P≤0.05). CONCLUSIONS: In stable ischemic heart disease patients, remotely monitored measures were associated with MACE risk biomarkers. Both biometric and psychometric measures were related to NT‐proBNP. In contrast, biometric measures were uniquely related to u‐hs‐cTnI, while psychometric indices were uniquely related to hs‐CRP. Further investigation could assess the predictive value of these metrics for MACE in ischemic heart disease. John Wiley and Sons Inc. 2020-09-08 /pmc/articles/PMC7726999/ /pubmed/32896202 http://dx.doi.org/10.1161/JAHA.120.016023 Text en © 2020 The Authors. Published on behalf of the American Heart Association, Inc., by Wiley. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Original Research Shufelt, Chrisandra L. Kim, Andy Joung, Sandy Barsky, Lili Arnold, Corey Cheng, Susan Dhawan, Shivani Fuller, Garth Speier, William Lopez, Mayra Mastali, Mitra Mouapi, Kelly van den Broek, Irene Wei, Janet Spiegel, Brennan Van Eyk, Jennifer E. Bairey-Merz, C. Noel Biometric and Psychometric Remote Monitoring and Cardiovascular Risk Biomarkers in Ischemic Heart Disease |
title | Biometric and Psychometric Remote Monitoring and Cardiovascular Risk Biomarkers in Ischemic Heart Disease |
title_full | Biometric and Psychometric Remote Monitoring and Cardiovascular Risk Biomarkers in Ischemic Heart Disease |
title_fullStr | Biometric and Psychometric Remote Monitoring and Cardiovascular Risk Biomarkers in Ischemic Heart Disease |
title_full_unstemmed | Biometric and Psychometric Remote Monitoring and Cardiovascular Risk Biomarkers in Ischemic Heart Disease |
title_short | Biometric and Psychometric Remote Monitoring and Cardiovascular Risk Biomarkers in Ischemic Heart Disease |
title_sort | biometric and psychometric remote monitoring and cardiovascular risk biomarkers in ischemic heart disease |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7726999/ https://www.ncbi.nlm.nih.gov/pubmed/32896202 http://dx.doi.org/10.1161/JAHA.120.016023 |
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