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Improving the accuracy and robustness of carotid-femoral pulse wave velocity measurement using a simplified tube-load model
Arterial stiffness, as measured by pulse wave velocity, for the early non-invasive screening of cardiovascular disease is becoming ever more widely used and is an independent prognostic indicator for a variety of pathologies including arteriosclerosis. Carotid-femoral pulse wave velocity (cfPWV) is...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956634/ https://www.ncbi.nlm.nih.gov/pubmed/35338246 http://dx.doi.org/10.1038/s41598-022-09256-z |
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author | Xu, Lisheng Zhou, Shuran Wang, Lu Yao, Yang Hao, Liling Qi, Lin Yao, Yudong Han, Hongguang Mukkamala, Ramakrishna Greenwald, Stephen E. |
author_facet | Xu, Lisheng Zhou, Shuran Wang, Lu Yao, Yang Hao, Liling Qi, Lin Yao, Yudong Han, Hongguang Mukkamala, Ramakrishna Greenwald, Stephen E. |
author_sort | Xu, Lisheng |
collection | PubMed |
description | Arterial stiffness, as measured by pulse wave velocity, for the early non-invasive screening of cardiovascular disease is becoming ever more widely used and is an independent prognostic indicator for a variety of pathologies including arteriosclerosis. Carotid-femoral pulse wave velocity (cfPWV) is regarded as the gold standard for aortic stiffness. Existing algorithms for cfPWV estimation have been shown to have good repeatability and accuracy, however, further assessment is needed, especially when signal quality is compromised. We propose a method for calculating cfPWV based on a simplified tube-load model, which allows for the propagation and reflection of the pulse wave. In-vivo cfPWV measurements from 57 subjects and numerical cfPWV data based on a one-dimensional model were used to assess the method and its performance was compared to three other existing approaches (waveform matching, intersecting tangent, and cross-correlation). The cfPWV calculated using the simplified tube-load model had better repeatability than the other methods (Intra-group Correlation Coefficient, ICC = 0.985). The model was also more accurate than other methods (deviation, 0.13 ms(−1)) and was more robust when dealing with noisy signals. We conclude that the determination of cfPWV based on the proposed model can accurately and robustly evaluate arterial stiffness. |
format | Online Article Text |
id | pubmed-8956634 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-89566342022-03-28 Improving the accuracy and robustness of carotid-femoral pulse wave velocity measurement using a simplified tube-load model Xu, Lisheng Zhou, Shuran Wang, Lu Yao, Yang Hao, Liling Qi, Lin Yao, Yudong Han, Hongguang Mukkamala, Ramakrishna Greenwald, Stephen E. Sci Rep Article Arterial stiffness, as measured by pulse wave velocity, for the early non-invasive screening of cardiovascular disease is becoming ever more widely used and is an independent prognostic indicator for a variety of pathologies including arteriosclerosis. Carotid-femoral pulse wave velocity (cfPWV) is regarded as the gold standard for aortic stiffness. Existing algorithms for cfPWV estimation have been shown to have good repeatability and accuracy, however, further assessment is needed, especially when signal quality is compromised. We propose a method for calculating cfPWV based on a simplified tube-load model, which allows for the propagation and reflection of the pulse wave. In-vivo cfPWV measurements from 57 subjects and numerical cfPWV data based on a one-dimensional model were used to assess the method and its performance was compared to three other existing approaches (waveform matching, intersecting tangent, and cross-correlation). The cfPWV calculated using the simplified tube-load model had better repeatability than the other methods (Intra-group Correlation Coefficient, ICC = 0.985). The model was also more accurate than other methods (deviation, 0.13 ms(−1)) and was more robust when dealing with noisy signals. We conclude that the determination of cfPWV based on the proposed model can accurately and robustly evaluate arterial stiffness. Nature Publishing Group UK 2022-03-25 /pmc/articles/PMC8956634/ /pubmed/35338246 http://dx.doi.org/10.1038/s41598-022-09256-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Xu, Lisheng Zhou, Shuran Wang, Lu Yao, Yang Hao, Liling Qi, Lin Yao, Yudong Han, Hongguang Mukkamala, Ramakrishna Greenwald, Stephen E. Improving the accuracy and robustness of carotid-femoral pulse wave velocity measurement using a simplified tube-load model |
title | Improving the accuracy and robustness of carotid-femoral pulse wave velocity measurement using a simplified tube-load model |
title_full | Improving the accuracy and robustness of carotid-femoral pulse wave velocity measurement using a simplified tube-load model |
title_fullStr | Improving the accuracy and robustness of carotid-femoral pulse wave velocity measurement using a simplified tube-load model |
title_full_unstemmed | Improving the accuracy and robustness of carotid-femoral pulse wave velocity measurement using a simplified tube-load model |
title_short | Improving the accuracy and robustness of carotid-femoral pulse wave velocity measurement using a simplified tube-load model |
title_sort | improving the accuracy and robustness of carotid-femoral pulse wave velocity measurement using a simplified tube-load model |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8956634/ https://www.ncbi.nlm.nih.gov/pubmed/35338246 http://dx.doi.org/10.1038/s41598-022-09256-z |
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