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Different Phases of Breast Cancer Cells: Raman Study of Immortalized, Transformed, and Invasive Cells
Breast cancer is the most prevalent cause of cancer-associated death in women the world over, but if detected early it can be treated successfully. Therefore, it is important to diagnose this disease at an early stage and to understand the biochemical changes associated with cellular transformation...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5192377/ https://www.ncbi.nlm.nih.gov/pubmed/27916791 http://dx.doi.org/10.3390/bios6040057 |
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author | Chaturvedi, Deepika Balaji, Sai A. Bn, Vinay Kumar Ariese, Freek Umapathy, Siva Rangarajan, Annapoorni |
author_facet | Chaturvedi, Deepika Balaji, Sai A. Bn, Vinay Kumar Ariese, Freek Umapathy, Siva Rangarajan, Annapoorni |
author_sort | Chaturvedi, Deepika |
collection | PubMed |
description | Breast cancer is the most prevalent cause of cancer-associated death in women the world over, but if detected early it can be treated successfully. Therefore, it is important to diagnose this disease at an early stage and to understand the biochemical changes associated with cellular transformation and cancer progression. Deregulated lipid metabolism has been shown to contribute to cell transformation as well as cancer progression. In this study, we monitored the biomolecular changes associated with the transformation of a normal cell into an invasive cell associated with breast cancer using Raman microspectroscopy. We have utilized primary normal breast cells, and immortalized, transformed, non-invasive, and invasive breast cancer cells. The Raman spectra were acquired from all these cell lines under physiological conditions. The higher wavenumber (2800–3000 cm(−1)) and lower wavenumber (700–1800 cm(−1)) range of the Raman spectrum were analyzed and we observed increased lipid levels for invasive cells. The Raman spectral data were analyzed by principal component–linear discriminant analysis (PC-LDA), which resulted in the formation of distinct clusters for different cell types with a high degree of sensitivity. The subsequent testing of the PC-LDA analysis via the leave-one-out cross validation approach (LOOCV) yielded relatively high identification sensitivity. Additionally, the Raman spectroscopic results were confirmed through fluorescence staining tests with BODIPY and Nile Red biochemical assays. Furthermore, Raman maps from the above mentioned cells under fixed conditions were also acquired to visualize the distribution of biomolecules throughout the cell. The present study shows the suitability of Raman spectroscopy as a non-invasive, label-free, microspectroscopic technique, having the potential of probing changes in the biomolecular composition of living cells as well as fixed cells. |
format | Online Article Text |
id | pubmed-5192377 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-51923772017-01-03 Different Phases of Breast Cancer Cells: Raman Study of Immortalized, Transformed, and Invasive Cells Chaturvedi, Deepika Balaji, Sai A. Bn, Vinay Kumar Ariese, Freek Umapathy, Siva Rangarajan, Annapoorni Biosensors (Basel) Article Breast cancer is the most prevalent cause of cancer-associated death in women the world over, but if detected early it can be treated successfully. Therefore, it is important to diagnose this disease at an early stage and to understand the biochemical changes associated with cellular transformation and cancer progression. Deregulated lipid metabolism has been shown to contribute to cell transformation as well as cancer progression. In this study, we monitored the biomolecular changes associated with the transformation of a normal cell into an invasive cell associated with breast cancer using Raman microspectroscopy. We have utilized primary normal breast cells, and immortalized, transformed, non-invasive, and invasive breast cancer cells. The Raman spectra were acquired from all these cell lines under physiological conditions. The higher wavenumber (2800–3000 cm(−1)) and lower wavenumber (700–1800 cm(−1)) range of the Raman spectrum were analyzed and we observed increased lipid levels for invasive cells. The Raman spectral data were analyzed by principal component–linear discriminant analysis (PC-LDA), which resulted in the formation of distinct clusters for different cell types with a high degree of sensitivity. The subsequent testing of the PC-LDA analysis via the leave-one-out cross validation approach (LOOCV) yielded relatively high identification sensitivity. Additionally, the Raman spectroscopic results were confirmed through fluorescence staining tests with BODIPY and Nile Red biochemical assays. Furthermore, Raman maps from the above mentioned cells under fixed conditions were also acquired to visualize the distribution of biomolecules throughout the cell. The present study shows the suitability of Raman spectroscopy as a non-invasive, label-free, microspectroscopic technique, having the potential of probing changes in the biomolecular composition of living cells as well as fixed cells. MDPI 2016-11-28 /pmc/articles/PMC5192377/ /pubmed/27916791 http://dx.doi.org/10.3390/bios6040057 Text en © 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Chaturvedi, Deepika Balaji, Sai A. Bn, Vinay Kumar Ariese, Freek Umapathy, Siva Rangarajan, Annapoorni Different Phases of Breast Cancer Cells: Raman Study of Immortalized, Transformed, and Invasive Cells |
title | Different Phases of Breast Cancer Cells: Raman Study of Immortalized, Transformed, and Invasive Cells |
title_full | Different Phases of Breast Cancer Cells: Raman Study of Immortalized, Transformed, and Invasive Cells |
title_fullStr | Different Phases of Breast Cancer Cells: Raman Study of Immortalized, Transformed, and Invasive Cells |
title_full_unstemmed | Different Phases of Breast Cancer Cells: Raman Study of Immortalized, Transformed, and Invasive Cells |
title_short | Different Phases of Breast Cancer Cells: Raman Study of Immortalized, Transformed, and Invasive Cells |
title_sort | different phases of breast cancer cells: raman study of immortalized, transformed, and invasive cells |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5192377/ https://www.ncbi.nlm.nih.gov/pubmed/27916791 http://dx.doi.org/10.3390/bios6040057 |
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