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Infrared spectroscopy with multivariate analysis to interrogate endometrial tissue: a novel and objective diagnostic approach

BACKGROUND: Endometrial cancer is the most common gynaecological malignancy in the United Kingdom. Diagnosis currently involves subjective expert interpretation of highly processed tissue, primarily using microscopy. Previous work has shown that infrared (IR) spectroscopy can be used to distinguish...

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Autores principales: Taylor, S E, Cheung, K T, Patel, I I, Trevisan, J, Stringfellow, H F, Ashton, K M, Wood, N J, Keating, P J, Martin-Hirsch, P L, Martin, F L
Formato: Texto
Lenguaje:English
Publicado: Nature Publishing Group 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3048205/
https://www.ncbi.nlm.nih.gov/pubmed/21326237
http://dx.doi.org/10.1038/sj.bjc.6606094
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author Taylor, S E
Cheung, K T
Patel, I I
Trevisan, J
Stringfellow, H F
Ashton, K M
Wood, N J
Keating, P J
Martin-Hirsch, P L
Martin, F L
author_facet Taylor, S E
Cheung, K T
Patel, I I
Trevisan, J
Stringfellow, H F
Ashton, K M
Wood, N J
Keating, P J
Martin-Hirsch, P L
Martin, F L
author_sort Taylor, S E
collection PubMed
description BACKGROUND: Endometrial cancer is the most common gynaecological malignancy in the United Kingdom. Diagnosis currently involves subjective expert interpretation of highly processed tissue, primarily using microscopy. Previous work has shown that infrared (IR) spectroscopy can be used to distinguish between benign and malignant cells in a variety of tissue types. METHODS: Tissue was obtained from 76 patients undergoing hysterectomy, 36 had endometrial cancer. Slivers of endometrial tissue (tumour and tumour-adjacent tissue if present) were dissected and placed in fixative solution. Before analysis, tissues were thinly sliced, washed, mounted on low-E slides and desiccated; 10 IR spectra were obtained per slice by attenuated total reflection Fourier-transform IR (ATR-FTIR) spectroscopy. Derived data was subjected to principal component analysis followed by linear discriminant analysis. Post-spectroscopy analyses, tissue sections were haematoxylin and eosin-stained to provide histological verification. RESULTS: Using this approach, it is possible to distinguish benign from malignant endometrial tissue, and various subtypes of both. Cluster vector plots of benign (verified post-spectroscopy to be free of identifiable pathology) vs malignant tissue indicate the importance of the lipid and secondary protein structure (Amide I and Amide II) regions of the spectrum. CONCLUSION: These findings point towards the possibility of a simple objective test for endometrial cancer using ATR-FTIR spectroscopy. This would facilitate earlier diagnosis and so reduce the morbidity and mortality associated with this disease.
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spelling pubmed-30482052012-03-01 Infrared spectroscopy with multivariate analysis to interrogate endometrial tissue: a novel and objective diagnostic approach Taylor, S E Cheung, K T Patel, I I Trevisan, J Stringfellow, H F Ashton, K M Wood, N J Keating, P J Martin-Hirsch, P L Martin, F L Br J Cancer Molecular Diagnostics BACKGROUND: Endometrial cancer is the most common gynaecological malignancy in the United Kingdom. Diagnosis currently involves subjective expert interpretation of highly processed tissue, primarily using microscopy. Previous work has shown that infrared (IR) spectroscopy can be used to distinguish between benign and malignant cells in a variety of tissue types. METHODS: Tissue was obtained from 76 patients undergoing hysterectomy, 36 had endometrial cancer. Slivers of endometrial tissue (tumour and tumour-adjacent tissue if present) were dissected and placed in fixative solution. Before analysis, tissues were thinly sliced, washed, mounted on low-E slides and desiccated; 10 IR spectra were obtained per slice by attenuated total reflection Fourier-transform IR (ATR-FTIR) spectroscopy. Derived data was subjected to principal component analysis followed by linear discriminant analysis. Post-spectroscopy analyses, tissue sections were haematoxylin and eosin-stained to provide histological verification. RESULTS: Using this approach, it is possible to distinguish benign from malignant endometrial tissue, and various subtypes of both. Cluster vector plots of benign (verified post-spectroscopy to be free of identifiable pathology) vs malignant tissue indicate the importance of the lipid and secondary protein structure (Amide I and Amide II) regions of the spectrum. CONCLUSION: These findings point towards the possibility of a simple objective test for endometrial cancer using ATR-FTIR spectroscopy. This would facilitate earlier diagnosis and so reduce the morbidity and mortality associated with this disease. Nature Publishing Group 2011-03-01 2011-02-15 /pmc/articles/PMC3048205/ /pubmed/21326237 http://dx.doi.org/10.1038/sj.bjc.6606094 Text en Copyright © 2011 Cancer Research UK https://creativecommons.org/licenses/by/4.0/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 https://creativecommons.org/licenses/by/4.0/.
spellingShingle Molecular Diagnostics
Taylor, S E
Cheung, K T
Patel, I I
Trevisan, J
Stringfellow, H F
Ashton, K M
Wood, N J
Keating, P J
Martin-Hirsch, P L
Martin, F L
Infrared spectroscopy with multivariate analysis to interrogate endometrial tissue: a novel and objective diagnostic approach
title Infrared spectroscopy with multivariate analysis to interrogate endometrial tissue: a novel and objective diagnostic approach
title_full Infrared spectroscopy with multivariate analysis to interrogate endometrial tissue: a novel and objective diagnostic approach
title_fullStr Infrared spectroscopy with multivariate analysis to interrogate endometrial tissue: a novel and objective diagnostic approach
title_full_unstemmed Infrared spectroscopy with multivariate analysis to interrogate endometrial tissue: a novel and objective diagnostic approach
title_short Infrared spectroscopy with multivariate analysis to interrogate endometrial tissue: a novel and objective diagnostic approach
title_sort infrared spectroscopy with multivariate analysis to interrogate endometrial tissue: a novel and objective diagnostic approach
topic Molecular Diagnostics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3048205/
https://www.ncbi.nlm.nih.gov/pubmed/21326237
http://dx.doi.org/10.1038/sj.bjc.6606094
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