Novel Application of a Multiscale Entropy Index as a Sensitive Tool for Detecting Subtle Vascular Abnormalities in the Aged and Diabetic

Although previous studies have shown the successful use of pressure-induced reactive hyperemia as a tool for the assessment of endothelial function, its sensitivity remains questionable. This study aims to investigate the feasibility and sensitivity of a novel multiscale entropy index (MEI) in detec...

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Main Authors: Hsien-Tsai Wu, Men-Tzung Lo, Guan-Hong Chen, Cheuk-Kwan Sun, Jian-Jung Chen
Format: Article
Language:English
Published: Hindawi Limited 2013-01-01
Series:Computational and Mathematical Methods in Medicine
Online Access:http://dx.doi.org/10.1155/2013/645702
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spelling doaj-2c04e246b5704361a5e984b1581de92c2020-11-24T23:03:32ZengHindawi LimitedComputational and Mathematical Methods in Medicine1748-670X1748-67182013-01-01201310.1155/2013/645702645702Novel Application of a Multiscale Entropy Index as a Sensitive Tool for Detecting Subtle Vascular Abnormalities in the Aged and DiabeticHsien-Tsai Wu0Men-Tzung Lo1Guan-Hong Chen2Cheuk-Kwan Sun3Jian-Jung Chen4Department of Electrical Engineering, National Dong Hwa University, Hualien, No. 1, Section 2, Da-Hsueh Road, Shoufeng, Hualien 97401, TaiwanResearch Center for Adaptive Data Analysis and Center for Dynamical Biomarkers and Translational Medicine, National Central University, Chungli, TaiwanDepartment of Electrical Engineering, National Dong Hwa University, Hualien, No. 1, Section 2, Da-Hsueh Road, Shoufeng, Hualien 97401, TaiwanDepartment of Emergency Medicine, E-Da Hospital, I-Shou University, Kaohsiung City, TaiwanDepartment of Chinese Medicine, Buddhist Tzu-Chi General Hospital Taichung Branch, Taichung, TaiwanAlthough previous studies have shown the successful use of pressure-induced reactive hyperemia as a tool for the assessment of endothelial function, its sensitivity remains questionable. This study aims to investigate the feasibility and sensitivity of a novel multiscale entropy index (MEI) in detecting subtle vascular abnormalities in healthy and diabetic subjects. Basic anthropometric and hemodynamic parameters, serum lipid profiles, and glycosylated hemoglobin levels were recorded. Arterial pulse wave signals were acquired from the wrist with an air pressure sensing system (APSS), followed by MEI and dilatation index (DI) analyses. MEI succeeded in detecting significant differences among the four groups of subjects: healthy young individuals, healthy middle-aged or elderly individuals, well-controlled diabetic individuals, and poorly controlled diabetic individuals. A reduction in multiscale entropy reflected age- and diabetes-related vascular changes and may serve as a more sensitive indicator of subtle vascular abnormalities compared with DI in the setting of diabetes.http://dx.doi.org/10.1155/2013/645702
collection DOAJ
language English
format Article
sources DOAJ
author Hsien-Tsai Wu
Men-Tzung Lo
Guan-Hong Chen
Cheuk-Kwan Sun
Jian-Jung Chen
spellingShingle Hsien-Tsai Wu
Men-Tzung Lo
Guan-Hong Chen
Cheuk-Kwan Sun
Jian-Jung Chen
Novel Application of a Multiscale Entropy Index as a Sensitive Tool for Detecting Subtle Vascular Abnormalities in the Aged and Diabetic
Computational and Mathematical Methods in Medicine
author_facet Hsien-Tsai Wu
Men-Tzung Lo
Guan-Hong Chen
Cheuk-Kwan Sun
Jian-Jung Chen
author_sort Hsien-Tsai Wu
title Novel Application of a Multiscale Entropy Index as a Sensitive Tool for Detecting Subtle Vascular Abnormalities in the Aged and Diabetic
title_short Novel Application of a Multiscale Entropy Index as a Sensitive Tool for Detecting Subtle Vascular Abnormalities in the Aged and Diabetic
title_full Novel Application of a Multiscale Entropy Index as a Sensitive Tool for Detecting Subtle Vascular Abnormalities in the Aged and Diabetic
title_fullStr Novel Application of a Multiscale Entropy Index as a Sensitive Tool for Detecting Subtle Vascular Abnormalities in the Aged and Diabetic
title_full_unstemmed Novel Application of a Multiscale Entropy Index as a Sensitive Tool for Detecting Subtle Vascular Abnormalities in the Aged and Diabetic
title_sort novel application of a multiscale entropy index as a sensitive tool for detecting subtle vascular abnormalities in the aged and diabetic
publisher Hindawi Limited
series Computational and Mathematical Methods in Medicine
issn 1748-670X
1748-6718
publishDate 2013-01-01
description Although previous studies have shown the successful use of pressure-induced reactive hyperemia as a tool for the assessment of endothelial function, its sensitivity remains questionable. This study aims to investigate the feasibility and sensitivity of a novel multiscale entropy index (MEI) in detecting subtle vascular abnormalities in healthy and diabetic subjects. Basic anthropometric and hemodynamic parameters, serum lipid profiles, and glycosylated hemoglobin levels were recorded. Arterial pulse wave signals were acquired from the wrist with an air pressure sensing system (APSS), followed by MEI and dilatation index (DI) analyses. MEI succeeded in detecting significant differences among the four groups of subjects: healthy young individuals, healthy middle-aged or elderly individuals, well-controlled diabetic individuals, and poorly controlled diabetic individuals. A reduction in multiscale entropy reflected age- and diabetes-related vascular changes and may serve as a more sensitive indicator of subtle vascular abnormalities compared with DI in the setting of diabetes.
url http://dx.doi.org/10.1155/2013/645702
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