Aging effect on microcirculation: A multiscale entropy approach on laser speckle contrast images

被引:7
作者
Khalil, A. [1 ]
Humeau-Heurtier, A. [1 ]
Gascoin, L. [2 ]
Abraham, P. [3 ]
Mahe, G. [4 ]
机构
[1] Univ Angers, LARIS, 62 Ave Notre Dame Lac, F-49000 Angers, France
[2] Univ Angers, Hosp Angers, Lab Physiol & Explorat Vasc, F-49033 Angers 01, France
[3] Univ Angers, Hosp Angers, Lab Physiol & Explorat Vasc, UMR CNRS 6214,INSERM 1083, F-49033 Angers 01, France
[4] Univ Rennes 1, Hosp Pontchaillou Rennes, Pole Imagerie Med & Explorat Fonct, INSERM CIC 1414, F-35033 Rennes 9, France
关键词
laser speckle contrast imaging; aging; multiscale entropy; sample entropy; blood flow; AGE-RELATED-CHANGES; MICROVASCULAR BLOOD-FLOW; HEART-RATE-VARIABILITY; ENDOTHELIAL FUNCTION; ALZHEIMERS-DISEASE; PERFUSION SIGNAL; SAMPLE ENTROPY; CHAOS THEORY; SKIN; COMPLEXITY;
D O I
10.1118/1.4953189
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose: It has long been known that age plays a crucial role in the deterioration of microvessels. The assessment of such deteriorations can be achieved by monitoring microvascular blood flow. Laser speckle contrast imaging (LSCI) is a powerful optical imaging tool that provides two-dimensional information on microvascular blood flow. The technique has recently been commercialized, and hence, few works discuss the postacquisition processing of laser speckle contrast images recorded in vivo. By applying entropy-based complexity measures to LSCI time series, we present herein the first attempt to study the effect of aging on microcirculation by measuring the complexity of microvascular signals over multiple time scales. Methods: Forearm skin microvascular blood flow was studied with LSCI in 18 healthy subjects. The subjects were subdivided into two age groups: younger (20-30 years old, n = 9) and older (50-68 years old, n = 9). To estimate age-dependent changes in microvascular blood flow, we applied three entropy-based complexity algorithms to LSCI time series. Results: The application of entropy-based complexity algorithms to LSCI time series can differentiate younger from older groups: the data fluctuations in the younger group have a significantly higher complexity than those obtained from the older group. Conclusions: The effect of aging on microcirculation can be estimated by using entropy-based complexity algorithms to LSCI time series. (C) 2016 American Association of Physicists in Medicine.
引用
收藏
页码:4008 / 4016
页数:9
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