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...
Main Authors: | , , , , |
---|---|
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 |
id |
doaj-2c04e246b5704361a5e984b1581de92c |
---|---|
record_format |
Article |
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 |
work_keys_str_mv |
AT hsientsaiwu novelapplicationofamultiscaleentropyindexasasensitivetoolfordetectingsubtlevascularabnormalitiesintheagedanddiabetic AT mentzunglo novelapplicationofamultiscaleentropyindexasasensitivetoolfordetectingsubtlevascularabnormalitiesintheagedanddiabetic AT guanhongchen novelapplicationofamultiscaleentropyindexasasensitivetoolfordetectingsubtlevascularabnormalitiesintheagedanddiabetic AT cheukkwansun novelapplicationofamultiscaleentropyindexasasensitivetoolfordetectingsubtlevascularabnormalitiesintheagedanddiabetic AT jianjungchen novelapplicationofamultiscaleentropyindexasasensitivetoolfordetectingsubtlevascularabnormalitiesintheagedanddiabetic |
_version_ |
1725633464534827008 |