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Photoacoustic and absorption spectroscopy imaging analysis of human blood

Photoacoustic and absorption spectroscopy imaging are safe and non-invasive molecular quantification techniques, which do not utilize ionizing radiation and allow for repeated probing of samples without them being contaminated or damaged. Here we assessed the potential of these techniques for measur...

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Autores principales: Tsai, Wei-Yun, Breimann, Stephan, Shen, Tsu-Wang, Frishman, Dmitrij
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403132/
https://www.ncbi.nlm.nih.gov/pubmed/37540721
http://dx.doi.org/10.1371/journal.pone.0289704
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author Tsai, Wei-Yun
Breimann, Stephan
Shen, Tsu-Wang
Frishman, Dmitrij
author_facet Tsai, Wei-Yun
Breimann, Stephan
Shen, Tsu-Wang
Frishman, Dmitrij
author_sort Tsai, Wei-Yun
collection PubMed
description Photoacoustic and absorption spectroscopy imaging are safe and non-invasive molecular quantification techniques, which do not utilize ionizing radiation and allow for repeated probing of samples without them being contaminated or damaged. Here we assessed the potential of these techniques for measuring biochemical parameters. We investigated the statistical association between 31 time and frequency domain features derived from photoacoustic and absorption spectroscopy signals and 19 biochemical blood parameters. We found that photoacoustic and absorption spectroscopy imaging features are significantly correlated with 14 and 17 individual biochemical parameters, respectively. Moreover, some of the biochemical blood parameters can be accurately predicted based on photoacoustic and absorption spectroscopy imaging features by polynomial regression. In particular, the levels of uric acid and albumin can be accurately explained by a combination of photoacoustic and absorption spectroscopy imaging features (adjusted R-squared > 0.75), while creatinine levels can be accurately explained by the features of the photoacoustic system (adjusted R-squared > 0.80). We identified a number of imaging features that inform on the biochemical blood parameters and can be potentially useful in clinical diagnosis. We also demonstrated that linear and non-linear combinations of photoacoustic and absorption spectroscopy imaging features can accurately predict some of the biochemical blood parameters. These results demonstrate that photoacoustic and absorption spectroscopy imaging systems show promise for future applications in clinical practice.
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spelling pubmed-104031322023-08-05 Photoacoustic and absorption spectroscopy imaging analysis of human blood Tsai, Wei-Yun Breimann, Stephan Shen, Tsu-Wang Frishman, Dmitrij PLoS One Research Article Photoacoustic and absorption spectroscopy imaging are safe and non-invasive molecular quantification techniques, which do not utilize ionizing radiation and allow for repeated probing of samples without them being contaminated or damaged. Here we assessed the potential of these techniques for measuring biochemical parameters. We investigated the statistical association between 31 time and frequency domain features derived from photoacoustic and absorption spectroscopy signals and 19 biochemical blood parameters. We found that photoacoustic and absorption spectroscopy imaging features are significantly correlated with 14 and 17 individual biochemical parameters, respectively. Moreover, some of the biochemical blood parameters can be accurately predicted based on photoacoustic and absorption spectroscopy imaging features by polynomial regression. In particular, the levels of uric acid and albumin can be accurately explained by a combination of photoacoustic and absorption spectroscopy imaging features (adjusted R-squared > 0.75), while creatinine levels can be accurately explained by the features of the photoacoustic system (adjusted R-squared > 0.80). We identified a number of imaging features that inform on the biochemical blood parameters and can be potentially useful in clinical diagnosis. We also demonstrated that linear and non-linear combinations of photoacoustic and absorption spectroscopy imaging features can accurately predict some of the biochemical blood parameters. These results demonstrate that photoacoustic and absorption spectroscopy imaging systems show promise for future applications in clinical practice. Public Library of Science 2023-08-04 /pmc/articles/PMC10403132/ /pubmed/37540721 http://dx.doi.org/10.1371/journal.pone.0289704 Text en © 2023 Tsai et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.
spellingShingle Research Article
Tsai, Wei-Yun
Breimann, Stephan
Shen, Tsu-Wang
Frishman, Dmitrij
Photoacoustic and absorption spectroscopy imaging analysis of human blood
title Photoacoustic and absorption spectroscopy imaging analysis of human blood
title_full Photoacoustic and absorption spectroscopy imaging analysis of human blood
title_fullStr Photoacoustic and absorption spectroscopy imaging analysis of human blood
title_full_unstemmed Photoacoustic and absorption spectroscopy imaging analysis of human blood
title_short Photoacoustic and absorption spectroscopy imaging analysis of human blood
title_sort photoacoustic and absorption spectroscopy imaging analysis of human blood
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10403132/
https://www.ncbi.nlm.nih.gov/pubmed/37540721
http://dx.doi.org/10.1371/journal.pone.0289704
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