Cargando…
Effects of formalin fixation on polarimetric properties of brain tissue: fresh or fixed?
SIGNIFICANCE: Imaging Mueller polarimetry (IMP) appears as a promising technique for real-time delineation of healthy and neoplastic tissue during neurosurgery. The training of machine learning algorithms used for the image post-processing requires large data sets typically derived from the measurem...
Autores principales: | , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Society of Photo-Optical Instrumentation Engineers
2023
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10207713/ https://www.ncbi.nlm.nih.gov/pubmed/37234458 http://dx.doi.org/10.1117/1.NPh.10.2.025009 |
_version_ | 1785046518119530496 |
---|---|
author | Gros, Romain Rodríguez-Núñez, Omar Felger, Leonard Moriconi, Stefano McKinley, Richard Pierangelo, Angelo Novikova, Tatiana Vassella, Erik Schucht, Philippe Hewer, Ekkehard Maragkou, Theoni |
author_facet | Gros, Romain Rodríguez-Núñez, Omar Felger, Leonard Moriconi, Stefano McKinley, Richard Pierangelo, Angelo Novikova, Tatiana Vassella, Erik Schucht, Philippe Hewer, Ekkehard Maragkou, Theoni |
author_sort | Gros, Romain |
collection | PubMed |
description | SIGNIFICANCE: Imaging Mueller polarimetry (IMP) appears as a promising technique for real-time delineation of healthy and neoplastic tissue during neurosurgery. The training of machine learning algorithms used for the image post-processing requires large data sets typically derived from the measurements of formalin-fixed brain sections. However, the success of the transfer of such algorithms from fixed to fresh brain tissue depends on the degree of alterations of polarimetric properties induced by formalin fixation (FF). AIM: Comprehensive studies were performed on the FF induced changes in fresh pig brain tissue polarimetric properties. APPROACH: Polarimetric properties of pig brain were assessed in 30 coronal thick sections before and after FF using a wide-field IMP system. The width of the uncertainty region between gray and white matter was also estimated. RESULTS: The depolarization increased by 5% in gray matter and remained constant in white matter following FF, whereas the linear retardance decreased by 27% in gray matter and by 28% in white matter after FF. The visual contrast between gray and white matter and fiber tracking remained preserved after FF. Tissue shrinkage induced by FF did not have a significant effect on the uncertainty region width. CONCLUSIONS: Similar polarimetric properties were observed in both fresh and fixed brain tissues, indicating a high potential for transfer learning. |
format | Online Article Text |
id | pubmed-10207713 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Society of Photo-Optical Instrumentation Engineers |
record_format | MEDLINE/PubMed |
spelling | pubmed-102077132023-05-25 Effects of formalin fixation on polarimetric properties of brain tissue: fresh or fixed? Gros, Romain Rodríguez-Núñez, Omar Felger, Leonard Moriconi, Stefano McKinley, Richard Pierangelo, Angelo Novikova, Tatiana Vassella, Erik Schucht, Philippe Hewer, Ekkehard Maragkou, Theoni Neurophotonics Research Papers SIGNIFICANCE: Imaging Mueller polarimetry (IMP) appears as a promising technique for real-time delineation of healthy and neoplastic tissue during neurosurgery. The training of machine learning algorithms used for the image post-processing requires large data sets typically derived from the measurements of formalin-fixed brain sections. However, the success of the transfer of such algorithms from fixed to fresh brain tissue depends on the degree of alterations of polarimetric properties induced by formalin fixation (FF). AIM: Comprehensive studies were performed on the FF induced changes in fresh pig brain tissue polarimetric properties. APPROACH: Polarimetric properties of pig brain were assessed in 30 coronal thick sections before and after FF using a wide-field IMP system. The width of the uncertainty region between gray and white matter was also estimated. RESULTS: The depolarization increased by 5% in gray matter and remained constant in white matter following FF, whereas the linear retardance decreased by 27% in gray matter and by 28% in white matter after FF. The visual contrast between gray and white matter and fiber tracking remained preserved after FF. Tissue shrinkage induced by FF did not have a significant effect on the uncertainty region width. CONCLUSIONS: Similar polarimetric properties were observed in both fresh and fixed brain tissues, indicating a high potential for transfer learning. Society of Photo-Optical Instrumentation Engineers 2023-05-24 2023-04 /pmc/articles/PMC10207713/ /pubmed/37234458 http://dx.doi.org/10.1117/1.NPh.10.2.025009 Text en © 2023 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 | Research Papers Gros, Romain Rodríguez-Núñez, Omar Felger, Leonard Moriconi, Stefano McKinley, Richard Pierangelo, Angelo Novikova, Tatiana Vassella, Erik Schucht, Philippe Hewer, Ekkehard Maragkou, Theoni Effects of formalin fixation on polarimetric properties of brain tissue: fresh or fixed? |
title | Effects of formalin fixation on polarimetric properties of brain tissue: fresh or fixed? |
title_full | Effects of formalin fixation on polarimetric properties of brain tissue: fresh or fixed? |
title_fullStr | Effects of formalin fixation on polarimetric properties of brain tissue: fresh or fixed? |
title_full_unstemmed | Effects of formalin fixation on polarimetric properties of brain tissue: fresh or fixed? |
title_short | Effects of formalin fixation on polarimetric properties of brain tissue: fresh or fixed? |
title_sort | effects of formalin fixation on polarimetric properties of brain tissue: fresh or fixed? |
topic | Research Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10207713/ https://www.ncbi.nlm.nih.gov/pubmed/37234458 http://dx.doi.org/10.1117/1.NPh.10.2.025009 |
work_keys_str_mv | AT grosromain effectsofformalinfixationonpolarimetricpropertiesofbraintissuefreshorfixed AT rodrigueznunezomar effectsofformalinfixationonpolarimetricpropertiesofbraintissuefreshorfixed AT felgerleonard effectsofformalinfixationonpolarimetricpropertiesofbraintissuefreshorfixed AT moriconistefano effectsofformalinfixationonpolarimetricpropertiesofbraintissuefreshorfixed AT mckinleyrichard effectsofformalinfixationonpolarimetricpropertiesofbraintissuefreshorfixed AT pierangeloangelo effectsofformalinfixationonpolarimetricpropertiesofbraintissuefreshorfixed AT novikovatatiana effectsofformalinfixationonpolarimetricpropertiesofbraintissuefreshorfixed AT vassellaerik effectsofformalinfixationonpolarimetricpropertiesofbraintissuefreshorfixed AT schuchtphilippe effectsofformalinfixationonpolarimetricpropertiesofbraintissuefreshorfixed AT hewerekkehard effectsofformalinfixationonpolarimetricpropertiesofbraintissuefreshorfixed AT maragkoutheoni effectsofformalinfixationonpolarimetricpropertiesofbraintissuefreshorfixed |