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Central Pressure Appraisal: Clinical Validation of a Subject-Specific Mathematical Model

INTRODUCTION: Current evidence suggests that aortic blood pressure has a superior prognostic value with respect to brachial pressure for cardiovascular events, but direct measurement is not feasible in daily clinical practice. AIM: The aim of the present study is the clinical validation of a multisc...

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Autores principales: Tosello, Francesco, Guala, Andrea, Leone, Dario, Camporeale, Carlo, Bruno, Giulia, Ridolfi, Luca, Veglio, Franco, Milan, Alberto
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4806836/
https://www.ncbi.nlm.nih.gov/pubmed/27010562
http://dx.doi.org/10.1371/journal.pone.0151523
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author Tosello, Francesco
Guala, Andrea
Leone, Dario
Camporeale, Carlo
Bruno, Giulia
Ridolfi, Luca
Veglio, Franco
Milan, Alberto
author_facet Tosello, Francesco
Guala, Andrea
Leone, Dario
Camporeale, Carlo
Bruno, Giulia
Ridolfi, Luca
Veglio, Franco
Milan, Alberto
author_sort Tosello, Francesco
collection PubMed
description INTRODUCTION: Current evidence suggests that aortic blood pressure has a superior prognostic value with respect to brachial pressure for cardiovascular events, but direct measurement is not feasible in daily clinical practice. AIM: The aim of the present study is the clinical validation of a multiscale mathematical model for non-invasive appraisal of central blood pressure from subject-specific characteristics. METHODS: A total of 51 young male were selected for the present study. Aortic systolic and diastolic pressure were estimated with a mathematical model and were compared to the most-used non-invasive validated technique (SphygmoCor device, AtCor Medical, Australia). SphygmoCor was calibrated through diastolic and systolic brachial pressure obtained with a sphygmomanometer, while model inputs consist of brachial pressure, height, weight, age, left-ventricular end-systolic and end-diastolic volumes, and data from a pulse wave velocity study. RESULTS: Model-estimated systolic and diastolic central blood pressures resulted to be significantly related to SphygmoCor-assessed central systolic (r = 0.65 p <0.0001) and diastolic (r = 0.84 p<0.0001) blood pressures. The model showed a significant overestimation of systolic pressure (+7.8 (-2.2;14) mmHg, p = 0.0003) and a significant underestimation of diastolic values (-3.2(-7.5;1.6), p = 0.004), which imply a significant overestimation of central pulse pressure. Interestingly, model prediction errors mirror the mean errors reported in large meta-analysis characterizing the use of the SphygmoCor when non-invasive calibration is performed. CONCLUSION: In conclusion, multi-scale mathematical model predictions result to be significantly related to SphygmoCor ones. Model-predicted systolic and diastolic aortic pressure resulted in difference of less than 10 mmHg in the 51% and 84% of the subjects, respectively, when compared with SphygmoCor-obtained pressures.
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spelling pubmed-48068362016-03-25 Central Pressure Appraisal: Clinical Validation of a Subject-Specific Mathematical Model Tosello, Francesco Guala, Andrea Leone, Dario Camporeale, Carlo Bruno, Giulia Ridolfi, Luca Veglio, Franco Milan, Alberto PLoS One Research Article INTRODUCTION: Current evidence suggests that aortic blood pressure has a superior prognostic value with respect to brachial pressure for cardiovascular events, but direct measurement is not feasible in daily clinical practice. AIM: The aim of the present study is the clinical validation of a multiscale mathematical model for non-invasive appraisal of central blood pressure from subject-specific characteristics. METHODS: A total of 51 young male were selected for the present study. Aortic systolic and diastolic pressure were estimated with a mathematical model and were compared to the most-used non-invasive validated technique (SphygmoCor device, AtCor Medical, Australia). SphygmoCor was calibrated through diastolic and systolic brachial pressure obtained with a sphygmomanometer, while model inputs consist of brachial pressure, height, weight, age, left-ventricular end-systolic and end-diastolic volumes, and data from a pulse wave velocity study. RESULTS: Model-estimated systolic and diastolic central blood pressures resulted to be significantly related to SphygmoCor-assessed central systolic (r = 0.65 p <0.0001) and diastolic (r = 0.84 p<0.0001) blood pressures. The model showed a significant overestimation of systolic pressure (+7.8 (-2.2;14) mmHg, p = 0.0003) and a significant underestimation of diastolic values (-3.2(-7.5;1.6), p = 0.004), which imply a significant overestimation of central pulse pressure. Interestingly, model prediction errors mirror the mean errors reported in large meta-analysis characterizing the use of the SphygmoCor when non-invasive calibration is performed. CONCLUSION: In conclusion, multi-scale mathematical model predictions result to be significantly related to SphygmoCor ones. Model-predicted systolic and diastolic aortic pressure resulted in difference of less than 10 mmHg in the 51% and 84% of the subjects, respectively, when compared with SphygmoCor-obtained pressures. Public Library of Science 2016-03-24 /pmc/articles/PMC4806836/ /pubmed/27010562 http://dx.doi.org/10.1371/journal.pone.0151523 Text en © 2016 Tosello et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Tosello, Francesco
Guala, Andrea
Leone, Dario
Camporeale, Carlo
Bruno, Giulia
Ridolfi, Luca
Veglio, Franco
Milan, Alberto
Central Pressure Appraisal: Clinical Validation of a Subject-Specific Mathematical Model
title Central Pressure Appraisal: Clinical Validation of a Subject-Specific Mathematical Model
title_full Central Pressure Appraisal: Clinical Validation of a Subject-Specific Mathematical Model
title_fullStr Central Pressure Appraisal: Clinical Validation of a Subject-Specific Mathematical Model
title_full_unstemmed Central Pressure Appraisal: Clinical Validation of a Subject-Specific Mathematical Model
title_short Central Pressure Appraisal: Clinical Validation of a Subject-Specific Mathematical Model
title_sort central pressure appraisal: clinical validation of a subject-specific mathematical model
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4806836/
https://www.ncbi.nlm.nih.gov/pubmed/27010562
http://dx.doi.org/10.1371/journal.pone.0151523
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