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Discrimination of breast cancer from benign tumours using Raman spectroscopy
Breast cancer is the most common cancer among women worldwide, with an estimated 1.7 million cases and 522,000 deaths in 2012. Breast cancer is diagnosed by histopathological examination of breast biopsy material but this is subjective and relies on morphological changes in the tissue. Raman spectro...
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/PMC6375635/ https://www.ncbi.nlm.nih.gov/pubmed/30763392 http://dx.doi.org/10.1371/journal.pone.0212376 |
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author | Lyng, Fiona M. Traynor, Damien Nguyen, Thi Nguyet Que Meade, Aidan D. Rakib, Fazle Al-Saady, Rafif Goormaghtigh, Erik Al-Saad, Khalid Ali, Mohamed H. |
author_facet | Lyng, Fiona M. Traynor, Damien Nguyen, Thi Nguyet Que Meade, Aidan D. Rakib, Fazle Al-Saady, Rafif Goormaghtigh, Erik Al-Saad, Khalid Ali, Mohamed H. |
author_sort | Lyng, Fiona M. |
collection | PubMed |
description | Breast cancer is the most common cancer among women worldwide, with an estimated 1.7 million cases and 522,000 deaths in 2012. Breast cancer is diagnosed by histopathological examination of breast biopsy material but this is subjective and relies on morphological changes in the tissue. Raman spectroscopy uses incident radiation to induce vibrations in the molecules of a sample and the scattered radiation can be used to characterise the sample. This technique is rapid and non-destructive and is sensitive to subtle biochemical changes occurring at the molecular level. This allows spectral variations corresponding to disease onset to be detected. The aim of this work was to use Raman spectroscopy to discriminate between benign lesions (fibrocystic, fibroadenoma, intraductal papilloma) and cancer (invasive ductal carcinoma and lobular carcinoma) using formalin fixed paraffin preserved (FFPP) tissue. Haematoxylin and Eosin stained sections from the patient biopsies were marked by a pathologist. Raman maps were recorded from parallel unstained tissue sections. Immunohistochemical staining for estrogen receptor (ER) and human epidermal growth factor receptor 2 (HER2/neu) was performed on a further set of parallel sections. Both benign and cancer cases were positive for ER while only the cancer cases were positive for HER2. Significant spectral differences were observed between the benign and cancer cases and the benign cases could be differentiated from the cancer cases with good sensitivity and specificity. This study has shown the potential of Raman spectroscopy as an aid to histopathological diagnosis of breast cancer, in particular in the discrimination between benign and malignant tumours. |
format | Online Article Text |
id | pubmed-6375635 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-63756352019-03-01 Discrimination of breast cancer from benign tumours using Raman spectroscopy Lyng, Fiona M. Traynor, Damien Nguyen, Thi Nguyet Que Meade, Aidan D. Rakib, Fazle Al-Saady, Rafif Goormaghtigh, Erik Al-Saad, Khalid Ali, Mohamed H. PLoS One Research Article Breast cancer is the most common cancer among women worldwide, with an estimated 1.7 million cases and 522,000 deaths in 2012. Breast cancer is diagnosed by histopathological examination of breast biopsy material but this is subjective and relies on morphological changes in the tissue. Raman spectroscopy uses incident radiation to induce vibrations in the molecules of a sample and the scattered radiation can be used to characterise the sample. This technique is rapid and non-destructive and is sensitive to subtle biochemical changes occurring at the molecular level. This allows spectral variations corresponding to disease onset to be detected. The aim of this work was to use Raman spectroscopy to discriminate between benign lesions (fibrocystic, fibroadenoma, intraductal papilloma) and cancer (invasive ductal carcinoma and lobular carcinoma) using formalin fixed paraffin preserved (FFPP) tissue. Haematoxylin and Eosin stained sections from the patient biopsies were marked by a pathologist. Raman maps were recorded from parallel unstained tissue sections. Immunohistochemical staining for estrogen receptor (ER) and human epidermal growth factor receptor 2 (HER2/neu) was performed on a further set of parallel sections. Both benign and cancer cases were positive for ER while only the cancer cases were positive for HER2. Significant spectral differences were observed between the benign and cancer cases and the benign cases could be differentiated from the cancer cases with good sensitivity and specificity. This study has shown the potential of Raman spectroscopy as an aid to histopathological diagnosis of breast cancer, in particular in the discrimination between benign and malignant tumours. Public Library of Science 2019-02-14 /pmc/articles/PMC6375635/ /pubmed/30763392 http://dx.doi.org/10.1371/journal.pone.0212376 Text en © 2019 Lyng 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 Lyng, Fiona M. Traynor, Damien Nguyen, Thi Nguyet Que Meade, Aidan D. Rakib, Fazle Al-Saady, Rafif Goormaghtigh, Erik Al-Saad, Khalid Ali, Mohamed H. Discrimination of breast cancer from benign tumours using Raman spectroscopy |
title | Discrimination of breast cancer from benign tumours using Raman spectroscopy |
title_full | Discrimination of breast cancer from benign tumours using Raman spectroscopy |
title_fullStr | Discrimination of breast cancer from benign tumours using Raman spectroscopy |
title_full_unstemmed | Discrimination of breast cancer from benign tumours using Raman spectroscopy |
title_short | Discrimination of breast cancer from benign tumours using Raman spectroscopy |
title_sort | discrimination of breast cancer from benign tumours using raman spectroscopy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6375635/ https://www.ncbi.nlm.nih.gov/pubmed/30763392 http://dx.doi.org/10.1371/journal.pone.0212376 |
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