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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...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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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. |
format | Online Article Text |
id | pubmed-10403132 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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