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Analysis of muscle tissue in vivo using fiber-optic autofluorescence and diffuse reflectance spectroscopy
Significance: Current methods for analyzing pathological muscle tissue are time consuming and rarely quantitative, and they involve invasive biopsies. Faster and less invasive diagnosis of muscle disease may be achievable using marker-free in vivo optical sensing methods. Aim: It was speculated that...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society of Photo-Optical Instrumentation Engineers
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8692235/ https://www.ncbi.nlm.nih.gov/pubmed/34935315 http://dx.doi.org/10.1117/1.JBO.26.12.125001 |
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author | Davey, Christopher J. Vasiljevski, Emily R. O’Donohue, Alexandra K. Fleming, Simon C. Schindeler, Aaron |
author_facet | Davey, Christopher J. Vasiljevski, Emily R. O’Donohue, Alexandra K. Fleming, Simon C. Schindeler, Aaron |
author_sort | Davey, Christopher J. |
collection | PubMed |
description | Significance: Current methods for analyzing pathological muscle tissue are time consuming and rarely quantitative, and they involve invasive biopsies. Faster and less invasive diagnosis of muscle disease may be achievable using marker-free in vivo optical sensing methods. Aim: It was speculated that changes in the biochemical composition and structure of muscle associated with pathology could be measured quantitatively using visible wavelength optical spectroscopy techniques enabling automated classification. Approach: A fiber-optic autofluorescence (AF) and diffuse reflectance (DR) spectroscopy device was manufactured. The device and data processing techniques based on principal component analysis were validated using in situ measurements on healthy skeletal and cardiac muscle. These methods were then applied to two mouse models of genetic muscle disease: a type 1 neurofibromatosis (NF1) limb-mesenchyme knockout ([Formula: see text]) and a muscular dystrophy mouse (mdx). Results: Healthy skeletal and cardiac muscle specimens were separable using AF and DR with receiver operator curve areas (ROC-AUC) of [Formula: see text]. AF and DR analyses showed optically separable changes in [Formula: see text] quadriceps muscle (ROC-AUC >0.97) with no differences detected in the heart (ROC-AUC <0.67), which does not undergo gene deletion in this model. Changes in AF spectra in mdx muscle were seen between the 3 week and 10 week time points (ROC-AUC = 0.96) and were not seen in the wild-type controls (ROC-AUC = 0.58). Conclusion: These findings support the utility of in vivo fiber-optic AF and DR spectroscopy for the assessment of muscle tissue. This report highlights that there is considerable scope to develop this marker-free optical technology for preclinical muscle research and for diagnostic assessment of clinical myopathies and dystrophies. |
format | Online Article Text |
id | pubmed-8692235 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Society of Photo-Optical Instrumentation Engineers |
record_format | MEDLINE/PubMed |
spelling | pubmed-86922352021-12-22 Analysis of muscle tissue in vivo using fiber-optic autofluorescence and diffuse reflectance spectroscopy Davey, Christopher J. Vasiljevski, Emily R. O’Donohue, Alexandra K. Fleming, Simon C. Schindeler, Aaron J Biomed Opt General Significance: Current methods for analyzing pathological muscle tissue are time consuming and rarely quantitative, and they involve invasive biopsies. Faster and less invasive diagnosis of muscle disease may be achievable using marker-free in vivo optical sensing methods. Aim: It was speculated that changes in the biochemical composition and structure of muscle associated with pathology could be measured quantitatively using visible wavelength optical spectroscopy techniques enabling automated classification. Approach: A fiber-optic autofluorescence (AF) and diffuse reflectance (DR) spectroscopy device was manufactured. The device and data processing techniques based on principal component analysis were validated using in situ measurements on healthy skeletal and cardiac muscle. These methods were then applied to two mouse models of genetic muscle disease: a type 1 neurofibromatosis (NF1) limb-mesenchyme knockout ([Formula: see text]) and a muscular dystrophy mouse (mdx). Results: Healthy skeletal and cardiac muscle specimens were separable using AF and DR with receiver operator curve areas (ROC-AUC) of [Formula: see text]. AF and DR analyses showed optically separable changes in [Formula: see text] quadriceps muscle (ROC-AUC >0.97) with no differences detected in the heart (ROC-AUC <0.67), which does not undergo gene deletion in this model. Changes in AF spectra in mdx muscle were seen between the 3 week and 10 week time points (ROC-AUC = 0.96) and were not seen in the wild-type controls (ROC-AUC = 0.58). Conclusion: These findings support the utility of in vivo fiber-optic AF and DR spectroscopy for the assessment of muscle tissue. This report highlights that there is considerable scope to develop this marker-free optical technology for preclinical muscle research and for diagnostic assessment of clinical myopathies and dystrophies. Society of Photo-Optical Instrumentation Engineers 2021-12-22 2021-12 /pmc/articles/PMC8692235/ /pubmed/34935315 http://dx.doi.org/10.1117/1.JBO.26.12.125001 Text en © 2021 The Authors https://creativecommons.org/licenses/by/4.0/Published by SPIE under a Creative Commons Attribution 4.0 International License. Distribution or reproduction of this work in whole or in part requires full attribution of the original publication, including its DOI. |
spellingShingle | General Davey, Christopher J. Vasiljevski, Emily R. O’Donohue, Alexandra K. Fleming, Simon C. Schindeler, Aaron Analysis of muscle tissue in vivo using fiber-optic autofluorescence and diffuse reflectance spectroscopy |
title | Analysis of muscle tissue in vivo using fiber-optic autofluorescence and diffuse reflectance spectroscopy |
title_full | Analysis of muscle tissue in vivo using fiber-optic autofluorescence and diffuse reflectance spectroscopy |
title_fullStr | Analysis of muscle tissue in vivo using fiber-optic autofluorescence and diffuse reflectance spectroscopy |
title_full_unstemmed | Analysis of muscle tissue in vivo using fiber-optic autofluorescence and diffuse reflectance spectroscopy |
title_short | Analysis of muscle tissue in vivo using fiber-optic autofluorescence and diffuse reflectance spectroscopy |
title_sort | analysis of muscle tissue in vivo using fiber-optic autofluorescence and diffuse reflectance spectroscopy |
topic | General |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8692235/ https://www.ncbi.nlm.nih.gov/pubmed/34935315 http://dx.doi.org/10.1117/1.JBO.26.12.125001 |
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