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Spectrochemical analysis of liquid biopsy harnessed to multivariate analysis towards breast cancer screening

Mortality due to breast cancer could be reduced via screening programs where preliminary clinical tests employed in an asymptomatic well-population with the objective of identifying cancer biomarkers could allow earlier referral of women with altered results for deeper clinical analysis and treatmen...

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Autores principales: Freitas, Daniel L. D., Câmara, Ingrid M., Silva, Priscila P., Wanderley, Nathália R. S., Alves, Maria B. C., Morais, Camilo L. M., Martin, Francis L., Lajus, Tirzah B. P., Lima, Kassio M. G.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7393361/
https://www.ncbi.nlm.nih.gov/pubmed/32733086
http://dx.doi.org/10.1038/s41598-020-69800-7
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author Freitas, Daniel L. D.
Câmara, Ingrid M.
Silva, Priscila P.
Wanderley, Nathália R. S.
Alves, Maria B. C.
Morais, Camilo L. M.
Martin, Francis L.
Lajus, Tirzah B. P.
Lima, Kassio M. G.
author_facet Freitas, Daniel L. D.
Câmara, Ingrid M.
Silva, Priscila P.
Wanderley, Nathália R. S.
Alves, Maria B. C.
Morais, Camilo L. M.
Martin, Francis L.
Lajus, Tirzah B. P.
Lima, Kassio M. G.
author_sort Freitas, Daniel L. D.
collection PubMed
description Mortality due to breast cancer could be reduced via screening programs where preliminary clinical tests employed in an asymptomatic well-population with the objective of identifying cancer biomarkers could allow earlier referral of women with altered results for deeper clinical analysis and treatment. The introduction of well-population screening using new and less-invasive technologies as a strategy for earlier detection of breast cancer is thus highly desirable. Herein, spectrochemical analyses harnessed to multivariate classification techniques are used as a bio-analytical tool for a Breast Cancer Screening Program using liquid biopsy in the form of blood plasma samples collected from 476 patients recruited over a 2-year period. This methodology is based on acquiring and analysing the spectrochemical fingerprint of plasma samples by attenuated total reflection Fourier-transform infrared spectroscopy; derived spectra reflect intrinsic biochemical composition, generating information on nucleic acids, carbohydrates, lipids and proteins. Excellent results in terms of sensitivity (94%) and specificity (91%) were obtained using this method in comparison with traditional mammography (88–93% and 85–94%, respectively). Additional advantages such as better disease prognosis thus allowing a more effective treatment, lower associated morbidity, fewer false-positive and false-negative results, lower-cost, and higher analytical frequency make this method attractive for translation to the clinical setting.
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spelling pubmed-73933612020-08-03 Spectrochemical analysis of liquid biopsy harnessed to multivariate analysis towards breast cancer screening Freitas, Daniel L. D. Câmara, Ingrid M. Silva, Priscila P. Wanderley, Nathália R. S. Alves, Maria B. C. Morais, Camilo L. M. Martin, Francis L. Lajus, Tirzah B. P. Lima, Kassio M. G. Sci Rep Article Mortality due to breast cancer could be reduced via screening programs where preliminary clinical tests employed in an asymptomatic well-population with the objective of identifying cancer biomarkers could allow earlier referral of women with altered results for deeper clinical analysis and treatment. The introduction of well-population screening using new and less-invasive technologies as a strategy for earlier detection of breast cancer is thus highly desirable. Herein, spectrochemical analyses harnessed to multivariate classification techniques are used as a bio-analytical tool for a Breast Cancer Screening Program using liquid biopsy in the form of blood plasma samples collected from 476 patients recruited over a 2-year period. This methodology is based on acquiring and analysing the spectrochemical fingerprint of plasma samples by attenuated total reflection Fourier-transform infrared spectroscopy; derived spectra reflect intrinsic biochemical composition, generating information on nucleic acids, carbohydrates, lipids and proteins. Excellent results in terms of sensitivity (94%) and specificity (91%) were obtained using this method in comparison with traditional mammography (88–93% and 85–94%, respectively). Additional advantages such as better disease prognosis thus allowing a more effective treatment, lower associated morbidity, fewer false-positive and false-negative results, lower-cost, and higher analytical frequency make this method attractive for translation to the clinical setting. Nature Publishing Group UK 2020-07-30 /pmc/articles/PMC7393361/ /pubmed/32733086 http://dx.doi.org/10.1038/s41598-020-69800-7 Text en © The Author(s) 2020 Open Access 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 http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Freitas, Daniel L. D.
Câmara, Ingrid M.
Silva, Priscila P.
Wanderley, Nathália R. S.
Alves, Maria B. C.
Morais, Camilo L. M.
Martin, Francis L.
Lajus, Tirzah B. P.
Lima, Kassio M. G.
Spectrochemical analysis of liquid biopsy harnessed to multivariate analysis towards breast cancer screening
title Spectrochemical analysis of liquid biopsy harnessed to multivariate analysis towards breast cancer screening
title_full Spectrochemical analysis of liquid biopsy harnessed to multivariate analysis towards breast cancer screening
title_fullStr Spectrochemical analysis of liquid biopsy harnessed to multivariate analysis towards breast cancer screening
title_full_unstemmed Spectrochemical analysis of liquid biopsy harnessed to multivariate analysis towards breast cancer screening
title_short Spectrochemical analysis of liquid biopsy harnessed to multivariate analysis towards breast cancer screening
title_sort spectrochemical analysis of liquid biopsy harnessed to multivariate analysis towards breast cancer screening
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7393361/
https://www.ncbi.nlm.nih.gov/pubmed/32733086
http://dx.doi.org/10.1038/s41598-020-69800-7
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