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Wavelet analysis of laser Doppler microcirculatory signals: Current applications and limitations

Laser Doppler flowmetry (LDF) has long been considered a gold standard for non-invasive assessment of skin microvascular function. Due to the laser Doppler (LD) microcirculatory signal’s complex biological and physiological context, using spectral analysis is advisable to extract as many of the sign...

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Autores principales: Kralj, Lana, Lenasi, Helena
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9895103/
https://www.ncbi.nlm.nih.gov/pubmed/36741808
http://dx.doi.org/10.3389/fphys.2022.1076445
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author Kralj, Lana
Lenasi, Helena
author_facet Kralj, Lana
Lenasi, Helena
author_sort Kralj, Lana
collection PubMed
description Laser Doppler flowmetry (LDF) has long been considered a gold standard for non-invasive assessment of skin microvascular function. Due to the laser Doppler (LD) microcirculatory signal’s complex biological and physiological context, using spectral analysis is advisable to extract as many of the signal’s properties as feasible. Spectral analysis can be performed using either a classical Fourier transform (FT) technique, which has the disadvantage of not being able to localize a signal in time, or wavelet analysis (WA), which provides both the time and frequency localization of the inspected signal. So far, WA of LD microcirculatory signals has revealed five characteristic frequency intervals, ranging from 0.005 to 2 Hz, each of which being related to a specific physiological influence modulating skin microcirculatory response, providing for a more thorough analysis of the signals measured in healthy and diseased individuals. Even though WA is a valuable tool for analyzing and evaluating LDF-measured microcirculatory signals, limitations remain, resulting in a lack of analytical standardization. As a more accurate assessment of human skin microcirculation may better enhance the prognosis of diseases marked by microvascular dysfunction, searching for improvements to the WA method is crucial from the clinical point of view. Accordingly, we have summarized and discussed WA application and its limitations when evaluating LD microcirculatory signals, and presented insight into possible future improvements. We adopted a novel strategy when presenting the findings of recent studies using WA by focusing on frequency intervals to contrast the findings of the various studies undertaken thus far and highlight their disparities.
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spelling pubmed-98951032023-02-04 Wavelet analysis of laser Doppler microcirculatory signals: Current applications and limitations Kralj, Lana Lenasi, Helena Front Physiol Physiology Laser Doppler flowmetry (LDF) has long been considered a gold standard for non-invasive assessment of skin microvascular function. Due to the laser Doppler (LD) microcirculatory signal’s complex biological and physiological context, using spectral analysis is advisable to extract as many of the signal’s properties as feasible. Spectral analysis can be performed using either a classical Fourier transform (FT) technique, which has the disadvantage of not being able to localize a signal in time, or wavelet analysis (WA), which provides both the time and frequency localization of the inspected signal. So far, WA of LD microcirculatory signals has revealed five characteristic frequency intervals, ranging from 0.005 to 2 Hz, each of which being related to a specific physiological influence modulating skin microcirculatory response, providing for a more thorough analysis of the signals measured in healthy and diseased individuals. Even though WA is a valuable tool for analyzing and evaluating LDF-measured microcirculatory signals, limitations remain, resulting in a lack of analytical standardization. As a more accurate assessment of human skin microcirculation may better enhance the prognosis of diseases marked by microvascular dysfunction, searching for improvements to the WA method is crucial from the clinical point of view. Accordingly, we have summarized and discussed WA application and its limitations when evaluating LD microcirculatory signals, and presented insight into possible future improvements. We adopted a novel strategy when presenting the findings of recent studies using WA by focusing on frequency intervals to contrast the findings of the various studies undertaken thus far and highlight their disparities. Frontiers Media S.A. 2023-01-20 /pmc/articles/PMC9895103/ /pubmed/36741808 http://dx.doi.org/10.3389/fphys.2022.1076445 Text en Copyright © 2023 Kralj and Lenasi. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Physiology
Kralj, Lana
Lenasi, Helena
Wavelet analysis of laser Doppler microcirculatory signals: Current applications and limitations
title Wavelet analysis of laser Doppler microcirculatory signals: Current applications and limitations
title_full Wavelet analysis of laser Doppler microcirculatory signals: Current applications and limitations
title_fullStr Wavelet analysis of laser Doppler microcirculatory signals: Current applications and limitations
title_full_unstemmed Wavelet analysis of laser Doppler microcirculatory signals: Current applications and limitations
title_short Wavelet analysis of laser Doppler microcirculatory signals: Current applications and limitations
title_sort wavelet analysis of laser doppler microcirculatory signals: current applications and limitations
topic Physiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9895103/
https://www.ncbi.nlm.nih.gov/pubmed/36741808
http://dx.doi.org/10.3389/fphys.2022.1076445
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