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Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors
Fluorescence guided surgery (FGS) using aminolevulinic-acid (ALA) induced protoporphyrin IX (PpIX) provides intraoperative visual contrast between normal and malignant tissue during resection of high grade gliomas. However, maps of the PpIX biodistribution within the surgical field based on either v...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5572708/ https://www.ncbi.nlm.nih.gov/pubmed/28842674 http://dx.doi.org/10.1038/s41598-017-09727-8 |
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author | Bravo, J. J. Olson, J. D. Davis, S. C. Roberts, D. W. Paulsen, K. D. Kanick, S. C. |
author_facet | Bravo, J. J. Olson, J. D. Davis, S. C. Roberts, D. W. Paulsen, K. D. Kanick, S. C. |
author_sort | Bravo, J. J. |
collection | PubMed |
description | Fluorescence guided surgery (FGS) using aminolevulinic-acid (ALA) induced protoporphyrin IX (PpIX) provides intraoperative visual contrast between normal and malignant tissue during resection of high grade gliomas. However, maps of the PpIX biodistribution within the surgical field based on either visual perception or the raw fluorescence emissions can be masked by background signals or distorted by variations in tissue optical properties. This study evaluates the impact of algorithmic processing of hyperspectral imaging acquisitions on the sensitivity and contrast of PpIX maps. Measurements in tissue-simulating phantoms showed that (I) spectral fitting enhanced PpIX sensitivity compared with visible or integrated fluorescence, (II) confidence-filtering automatically determined the lower limit of detection based on the strength of the PpIX spectral signature in the collected emission spectrum (0.014–0.041 μg/ml in phantoms), and (III) optical-property corrected PpIX estimates were more highly correlated with independent probe measurements (r = 0.98) than with spectral fitting alone (r = 0.91) or integrated fluorescence (r = 0.82). Application to in vivo case examples from clinical neurosurgeries revealed changes to the localization and contrast of PpIX maps, making concentrations accessible that were not visually apparent. Adoption of these methods has the potential to maintain sensitive and accurate visualization of PpIX contrast over the course of surgery. |
format | Online Article Text |
id | pubmed-5572708 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-55727082017-09-01 Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors Bravo, J. J. Olson, J. D. Davis, S. C. Roberts, D. W. Paulsen, K. D. Kanick, S. C. Sci Rep Article Fluorescence guided surgery (FGS) using aminolevulinic-acid (ALA) induced protoporphyrin IX (PpIX) provides intraoperative visual contrast between normal and malignant tissue during resection of high grade gliomas. However, maps of the PpIX biodistribution within the surgical field based on either visual perception or the raw fluorescence emissions can be masked by background signals or distorted by variations in tissue optical properties. This study evaluates the impact of algorithmic processing of hyperspectral imaging acquisitions on the sensitivity and contrast of PpIX maps. Measurements in tissue-simulating phantoms showed that (I) spectral fitting enhanced PpIX sensitivity compared with visible or integrated fluorescence, (II) confidence-filtering automatically determined the lower limit of detection based on the strength of the PpIX spectral signature in the collected emission spectrum (0.014–0.041 μg/ml in phantoms), and (III) optical-property corrected PpIX estimates were more highly correlated with independent probe measurements (r = 0.98) than with spectral fitting alone (r = 0.91) or integrated fluorescence (r = 0.82). Application to in vivo case examples from clinical neurosurgeries revealed changes to the localization and contrast of PpIX maps, making concentrations accessible that were not visually apparent. Adoption of these methods has the potential to maintain sensitive and accurate visualization of PpIX contrast over the course of surgery. Nature Publishing Group UK 2017-08-25 /pmc/articles/PMC5572708/ /pubmed/28842674 http://dx.doi.org/10.1038/s41598-017-09727-8 Text en © The Author(s) 2017 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. |
spellingShingle | Article Bravo, J. J. Olson, J. D. Davis, S. C. Roberts, D. W. Paulsen, K. D. Kanick, S. C. Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors |
title | Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors |
title_full | Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors |
title_fullStr | Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors |
title_full_unstemmed | Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors |
title_short | Hyperspectral data processing improves PpIX contrast during fluorescence guided surgery of human brain tumors |
title_sort | hyperspectral data processing improves ppix contrast during fluorescence guided surgery of human brain tumors |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5572708/ https://www.ncbi.nlm.nih.gov/pubmed/28842674 http://dx.doi.org/10.1038/s41598-017-09727-8 |
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