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Ultrasound entropy may be a new non-invasive measure of pre-clinical vascular damage in young hypertensive patients

BACKGROUND: The identification of pre-clinical microvascular damage in hypertension by non-invasive techniques has proved frustrating for clinicians. This proof of concept study investigated whether entropy, a novel summary measure for characterizing blood velocity waveforms, is altered in participa...

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Autores principales: Bleakley, Caroline, McCann, Aaron, McClenaghan, Vivienne, Hamilton, Paul Kevin, Millar, Auleen, Pumb, Richard, Harbinson, Mark, McVeigh, Gary Eugene
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4373005/
https://www.ncbi.nlm.nih.gov/pubmed/25888961
http://dx.doi.org/10.1186/s12947-015-0006-7
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author Bleakley, Caroline
McCann, Aaron
McClenaghan, Vivienne
Hamilton, Paul Kevin
Millar, Auleen
Pumb, Richard
Harbinson, Mark
McVeigh, Gary Eugene
author_facet Bleakley, Caroline
McCann, Aaron
McClenaghan, Vivienne
Hamilton, Paul Kevin
Millar, Auleen
Pumb, Richard
Harbinson, Mark
McVeigh, Gary Eugene
author_sort Bleakley, Caroline
collection PubMed
description BACKGROUND: The identification of pre-clinical microvascular damage in hypertension by non-invasive techniques has proved frustrating for clinicians. This proof of concept study investigated whether entropy, a novel summary measure for characterizing blood velocity waveforms, is altered in participants with hypertension and may therefore be useful in risk stratification. METHODS: Doppler ultrasound waveforms were obtained from the carotid and retrobulbar circulation in 42 participants with uncomplicated grade 1 hypertension (mean systolic/diastolic blood pressure (BP) 142/92 mmHg), and 26 healthy controls (mean systolic/diastolic BP 116/69 mmHg). Mean wavelet entropy was derived from flow-velocity data and compared with traditional haemodynamic measures of microvascular function, namely the resistive and pulsatility indices. RESULTS: Entropy, was significantly higher in control participants in the central retinal artery (CRA) (differential mean 0.11 (standard error 0.05 cms(−1)), CI 0.009 to 0.219, p 0.017) and ophthalmic artery (0.12 (0.05), CI 0.004 to 0.215, p 0.04). In comparison, the resistive index (0.12 (0.05), CI 0.005 to 0.226, p 0.029) and pulsatility index (0.96 (0.38), CI 0.19 to 1.72, p 0.015) showed significant differences between groups in the CRA alone. Regression analysis indicated that entropy was significantly influenced by age and systolic blood pressure (r values 0.4-0.6). None of the measures were significantly altered in the larger conduit vessel. CONCLUSION: This is the first application of entropy to human blood velocity waveform analysis and shows that this new technique has the ability to discriminate health from early hypertensive disease, thereby promoting the early identification of cardiovascular disease in a young hypertensive population. CLINICAL TRIAL REGISTRATION: Clinical Trials.gov, NCT01047423
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spelling pubmed-43730052015-03-26 Ultrasound entropy may be a new non-invasive measure of pre-clinical vascular damage in young hypertensive patients Bleakley, Caroline McCann, Aaron McClenaghan, Vivienne Hamilton, Paul Kevin Millar, Auleen Pumb, Richard Harbinson, Mark McVeigh, Gary Eugene Cardiovasc Ultrasound Research BACKGROUND: The identification of pre-clinical microvascular damage in hypertension by non-invasive techniques has proved frustrating for clinicians. This proof of concept study investigated whether entropy, a novel summary measure for characterizing blood velocity waveforms, is altered in participants with hypertension and may therefore be useful in risk stratification. METHODS: Doppler ultrasound waveforms were obtained from the carotid and retrobulbar circulation in 42 participants with uncomplicated grade 1 hypertension (mean systolic/diastolic blood pressure (BP) 142/92 mmHg), and 26 healthy controls (mean systolic/diastolic BP 116/69 mmHg). Mean wavelet entropy was derived from flow-velocity data and compared with traditional haemodynamic measures of microvascular function, namely the resistive and pulsatility indices. RESULTS: Entropy, was significantly higher in control participants in the central retinal artery (CRA) (differential mean 0.11 (standard error 0.05 cms(−1)), CI 0.009 to 0.219, p 0.017) and ophthalmic artery (0.12 (0.05), CI 0.004 to 0.215, p 0.04). In comparison, the resistive index (0.12 (0.05), CI 0.005 to 0.226, p 0.029) and pulsatility index (0.96 (0.38), CI 0.19 to 1.72, p 0.015) showed significant differences between groups in the CRA alone. Regression analysis indicated that entropy was significantly influenced by age and systolic blood pressure (r values 0.4-0.6). None of the measures were significantly altered in the larger conduit vessel. CONCLUSION: This is the first application of entropy to human blood velocity waveform analysis and shows that this new technique has the ability to discriminate health from early hypertensive disease, thereby promoting the early identification of cardiovascular disease in a young hypertensive population. CLINICAL TRIAL REGISTRATION: Clinical Trials.gov, NCT01047423 BioMed Central 2015-03-20 /pmc/articles/PMC4373005/ /pubmed/25888961 http://dx.doi.org/10.1186/s12947-015-0006-7 Text en © Bleakley et al.; licensee BioMed Central. 2015 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 work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Bleakley, Caroline
McCann, Aaron
McClenaghan, Vivienne
Hamilton, Paul Kevin
Millar, Auleen
Pumb, Richard
Harbinson, Mark
McVeigh, Gary Eugene
Ultrasound entropy may be a new non-invasive measure of pre-clinical vascular damage in young hypertensive patients
title Ultrasound entropy may be a new non-invasive measure of pre-clinical vascular damage in young hypertensive patients
title_full Ultrasound entropy may be a new non-invasive measure of pre-clinical vascular damage in young hypertensive patients
title_fullStr Ultrasound entropy may be a new non-invasive measure of pre-clinical vascular damage in young hypertensive patients
title_full_unstemmed Ultrasound entropy may be a new non-invasive measure of pre-clinical vascular damage in young hypertensive patients
title_short Ultrasound entropy may be a new non-invasive measure of pre-clinical vascular damage in young hypertensive patients
title_sort ultrasound entropy may be a new non-invasive measure of pre-clinical vascular damage in young hypertensive patients
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4373005/
https://www.ncbi.nlm.nih.gov/pubmed/25888961
http://dx.doi.org/10.1186/s12947-015-0006-7
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