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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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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 |
format | Online Article Text |
id | pubmed-4373005 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
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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