Literature DB >> 25570060

Assessing skin blood flow dynamics in older adults using a modified sample entropy approach.

Fuyuan Liao, Yih-Kuen Jan.   

Abstract

The aging process may result in attenuated microvascular reactivity in response to environmental stimuli, which can be evaluated by analyzing skin blood flow (SBF) signals. Among various methods for analyzing physiological signals, sample entropy (SE) is commonly used to quantify the degree of regularity of time series. However, we found that for temporally correlated data, SE value depends on the sampling rate. When data are oversampled, SE may give misleading results. To address this problem, we propose to modify the definition of SE by using time-lagged vectors in the calculation of the conditional probability that any two vectors of successive data points are within a tolerance r for m points remain within the tolerance at the next point. The lag could be chosen as the first minimum of the auto mutual information function. We tested the performance of modified SE using simulated signals and SBF data. The results showed that modified SE is able to quantify the degree of regularity of the signals regardless of sampling rate. Using this approach, we observed a more regular behavior of blood flow oscillations (BFO) during local heating-induced maximal vasodilation period compared to the baseline in young and older adults and a more regular behavior of BFO in older adults compared to young adults. These results suggest that modified SE may be useful in the study of SBF dynamics.

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Year:  2014        PMID: 25570060      PMCID: PMC4306336          DOI: 10.1109/EMBC.2014.6943692

Source DB:  PubMed          Journal:  Conf Proc IEEE Eng Med Biol Soc        ISSN: 1557-170X


  12 in total

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2.  Physiological time-series analysis using approximate entropy and sample entropy.

Authors:  J S Richman; J R Moorman
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Authors:  Joshua S Richman; Douglas E Lake; J Randall Moorman
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5.  Comparative study of embedding methods.

Authors:  C J Cellucci; A M Albano; P E Rapp
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2003-06-23

Review 6.  Nonlinear dynamical analysis of EEG and MEG: review of an emerging field.

Authors:  C J Stam
Journal:  Clin Neurophysiol       Date:  2005-10       Impact factor: 3.708

7.  Wavelet analysis of sacral skin blood flow oscillations to assess soft tissue viability in older adults.

Authors:  Yih-Kuen Jan; Bryan D Struck; Robert D Foreman; Cyndy Robinson
Journal:  Microvasc Res       Date:  2009-05-22       Impact factor: 3.514

Review 8.  Methodological issues in the assessment of skin microvascular endothelial function in humans.

Authors:  Jean-Luc Cracowski; Christopher T Minson; Muriel Salvat-Melis; John R Halliwill
Journal:  Trends Pharmacol Sci       Date:  2006-07-31       Impact factor: 14.819

9.  Relationship between nonlinear properties of sacral skin blood flow oscillations and vasodilatory function in people at risk for pressure ulcers.

Authors:  Fuyuan Liao; David W Garrison; Yih-Kuen Jan
Journal:  Microvasc Res       Date:  2010-03-27       Impact factor: 3.514

Review 10.  Age-related changes in vascular responses: a review.

Authors:  J Marín
Journal:  Mech Ageing Dev       Date:  1995-04-14       Impact factor: 5.432

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