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Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements
The visualization of protoporphyrin IX (PPIX) fluorescence with the help of surgical microscopes during 5-aminolevulinic acid-mediated fluorescence-guided resection (FGR) of gliomas is still limited at the tumor margins. Hyperspectral imaging (HI) detects PPIX more sensitively but is not yet ready f...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9992662/ https://www.ncbi.nlm.nih.gov/pubmed/36882505 http://dx.doi.org/10.1038/s41598-023-30680-2 |
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author | Walke, Anna Black, David Valdes, Pablo A. Stummer, Walter König, Simone Suero-Molina, Eric |
author_facet | Walke, Anna Black, David Valdes, Pablo A. Stummer, Walter König, Simone Suero-Molina, Eric |
author_sort | Walke, Anna |
collection | PubMed |
description | The visualization of protoporphyrin IX (PPIX) fluorescence with the help of surgical microscopes during 5-aminolevulinic acid-mediated fluorescence-guided resection (FGR) of gliomas is still limited at the tumor margins. Hyperspectral imaging (HI) detects PPIX more sensitively but is not yet ready for intraoperative use. We illustrate the current status with three experiments and summarize our own experience using HI: (1) assessment of HI analysis algorithm using pig brain tissue, (2) a partially retrospective evaluation of our experience from HI projects, and (3) device comparison of surgical microscopy and HI. In (1), we address the problem that current algorithms for evaluating HI data are based on calibration with liquid phantoms, which have limitations. Their pH is low compared to glioma tissue; they provide only one PPIX photo state and only PPIX as fluorophore. Testing the HI algorithm with brain homogenates, we found proper correction for optical properties but not pH. Considerably more PPIX was measured at pH 9 than at pH 5. In (2), we indicate pitfalls and guide HI application. In (3), we found HI superior to the microscope for biopsy diagnosis (AUC = 0.845 ± 0.024 (cut-off 0.75 µg PPIX/ml) vs. 0.710 ± 0.035). HI thus offers potential for improved FGR. |
format | Online Article Text |
id | pubmed-9992662 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99926622023-03-09 Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements Walke, Anna Black, David Valdes, Pablo A. Stummer, Walter König, Simone Suero-Molina, Eric Sci Rep Article The visualization of protoporphyrin IX (PPIX) fluorescence with the help of surgical microscopes during 5-aminolevulinic acid-mediated fluorescence-guided resection (FGR) of gliomas is still limited at the tumor margins. Hyperspectral imaging (HI) detects PPIX more sensitively but is not yet ready for intraoperative use. We illustrate the current status with three experiments and summarize our own experience using HI: (1) assessment of HI analysis algorithm using pig brain tissue, (2) a partially retrospective evaluation of our experience from HI projects, and (3) device comparison of surgical microscopy and HI. In (1), we address the problem that current algorithms for evaluating HI data are based on calibration with liquid phantoms, which have limitations. Their pH is low compared to glioma tissue; they provide only one PPIX photo state and only PPIX as fluorophore. Testing the HI algorithm with brain homogenates, we found proper correction for optical properties but not pH. Considerably more PPIX was measured at pH 9 than at pH 5. In (2), we indicate pitfalls and guide HI application. In (3), we found HI superior to the microscope for biopsy diagnosis (AUC = 0.845 ± 0.024 (cut-off 0.75 µg PPIX/ml) vs. 0.710 ± 0.035). HI thus offers potential for improved FGR. Nature Publishing Group UK 2023-03-07 /pmc/articles/PMC9992662/ /pubmed/36882505 http://dx.doi.org/10.1038/s41598-023-30680-2 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Walke, Anna Black, David Valdes, Pablo A. Stummer, Walter König, Simone Suero-Molina, Eric Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements |
title | Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements |
title_full | Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements |
title_fullStr | Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements |
title_full_unstemmed | Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements |
title_short | Challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements |
title_sort | challenges in, and recommendations for, hyperspectral imaging in ex vivo malignant glioma biopsy measurements |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9992662/ https://www.ncbi.nlm.nih.gov/pubmed/36882505 http://dx.doi.org/10.1038/s41598-023-30680-2 |
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