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Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner
BACKGROUND: Detection of lymph node metastases is essential in breast cancer diagnostics and staging, affecting treatment and prognosis. Intraoperative microscopy analysis of sentinel lymph node frozen sections is standard for detection of axillary metastases but requires access to a pathologist for...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6424449/ https://www.ncbi.nlm.nih.gov/pubmed/30889174 http://dx.doi.org/10.1371/journal.pone.0208366 |
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author | Holmström, Oscar Linder, Nina Moilanen, Hannu Suutala, Antti Nordling, Stig Ståhls, Anders Lundin, Mikael Diwan, Vinod Lundin, Johan |
author_facet | Holmström, Oscar Linder, Nina Moilanen, Hannu Suutala, Antti Nordling, Stig Ståhls, Anders Lundin, Mikael Diwan, Vinod Lundin, Johan |
author_sort | Holmström, Oscar |
collection | PubMed |
description | BACKGROUND: Detection of lymph node metastases is essential in breast cancer diagnostics and staging, affecting treatment and prognosis. Intraoperative microscopy analysis of sentinel lymph node frozen sections is standard for detection of axillary metastases but requires access to a pathologist for sample analysis. Remote analysis of digitized samples is an alternative solution but is limited by the requirement for high-end slide scanning equipment. OBJECTIVE: To determine whether the image quality achievable with a low-cost, miniature digital microscope scanner is sufficient for detection of metastases in breast cancer lymph node frozen sections. METHODS: Lymph node frozen sections from 79 breast cancer patients were digitized using a prototype miniature microscope scanner and a high-end slide scanner. Images were independently reviewed by two pathologists and results compared between devices with conventional light microscopy analysis as ground truth. RESULTS: Detection of metastases in the images acquired with the miniature scanner yielded an overall sensitivity of 91% and specificity of 99% and showed strong agreement when compared to light microscopy (k = 0.91). Strong agreement was also observed when results were compared to results from the high-end slide scanner (k = 0.94). A majority of discrepant cases were micrometastases and sections of which no anticytokeratin staining was available. CONCLUSION: Accuracy of detection of metastatic cells in breast cancer sentinel lymph node frozen sections by visual analysis of samples digitized using low-cost, point-of-care microscopy is comparable to analysis of digital samples scanned using a high-end, whole slide scanner. This technique could potentially provide a workflow for digital diagnostics in resource-limited settings, facilitate sample analysis at the point-of-care and reduce the need for trained experts on-site during surgical procedures. |
format | Online Article Text |
id | pubmed-6424449 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-64244492019-04-02 Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner Holmström, Oscar Linder, Nina Moilanen, Hannu Suutala, Antti Nordling, Stig Ståhls, Anders Lundin, Mikael Diwan, Vinod Lundin, Johan PLoS One Research Article BACKGROUND: Detection of lymph node metastases is essential in breast cancer diagnostics and staging, affecting treatment and prognosis. Intraoperative microscopy analysis of sentinel lymph node frozen sections is standard for detection of axillary metastases but requires access to a pathologist for sample analysis. Remote analysis of digitized samples is an alternative solution but is limited by the requirement for high-end slide scanning equipment. OBJECTIVE: To determine whether the image quality achievable with a low-cost, miniature digital microscope scanner is sufficient for detection of metastases in breast cancer lymph node frozen sections. METHODS: Lymph node frozen sections from 79 breast cancer patients were digitized using a prototype miniature microscope scanner and a high-end slide scanner. Images were independently reviewed by two pathologists and results compared between devices with conventional light microscopy analysis as ground truth. RESULTS: Detection of metastases in the images acquired with the miniature scanner yielded an overall sensitivity of 91% and specificity of 99% and showed strong agreement when compared to light microscopy (k = 0.91). Strong agreement was also observed when results were compared to results from the high-end slide scanner (k = 0.94). A majority of discrepant cases were micrometastases and sections of which no anticytokeratin staining was available. CONCLUSION: Accuracy of detection of metastatic cells in breast cancer sentinel lymph node frozen sections by visual analysis of samples digitized using low-cost, point-of-care microscopy is comparable to analysis of digital samples scanned using a high-end, whole slide scanner. This technique could potentially provide a workflow for digital diagnostics in resource-limited settings, facilitate sample analysis at the point-of-care and reduce the need for trained experts on-site during surgical procedures. Public Library of Science 2019-03-19 /pmc/articles/PMC6424449/ /pubmed/30889174 http://dx.doi.org/10.1371/journal.pone.0208366 Text en © 2019 Holmström et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://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 Holmström, Oscar Linder, Nina Moilanen, Hannu Suutala, Antti Nordling, Stig Ståhls, Anders Lundin, Mikael Diwan, Vinod Lundin, Johan Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner |
title | Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner |
title_full | Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner |
title_fullStr | Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner |
title_full_unstemmed | Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner |
title_short | Detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner |
title_sort | detection of breast cancer lymph node metastases in frozen sections with a point-of-care low-cost microscope scanner |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6424449/ https://www.ncbi.nlm.nih.gov/pubmed/30889174 http://dx.doi.org/10.1371/journal.pone.0208366 |
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