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Characterisation of breast cancer molecular signature and treatment assessment with vibrational spectroscopy and chemometric approach

Triple negative breast cancer (TNBC) is regarded as the most aggressive breast cancer subtype with poor overall survival and lack of targeted therapies, resulting in many patients with recurrent. The insight into the detailed biochemical composition of TNBC would help develop dedicated treatments. T...

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Autores principales: Kołodziej, Magdalena, Kaznowska, Ewa, Paszek, Sylwia, Cebulski, Józef, Barnaś, Edyta, Cholewa, Marian, Vongsvivut, Jitraporn, Zawlik, Izabela
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8906614/
https://www.ncbi.nlm.nih.gov/pubmed/35263369
http://dx.doi.org/10.1371/journal.pone.0264347
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author Kołodziej, Magdalena
Kaznowska, Ewa
Paszek, Sylwia
Cebulski, Józef
Barnaś, Edyta
Cholewa, Marian
Vongsvivut, Jitraporn
Zawlik, Izabela
author_facet Kołodziej, Magdalena
Kaznowska, Ewa
Paszek, Sylwia
Cebulski, Józef
Barnaś, Edyta
Cholewa, Marian
Vongsvivut, Jitraporn
Zawlik, Izabela
author_sort Kołodziej, Magdalena
collection PubMed
description Triple negative breast cancer (TNBC) is regarded as the most aggressive breast cancer subtype with poor overall survival and lack of targeted therapies, resulting in many patients with recurrent. The insight into the detailed biochemical composition of TNBC would help develop dedicated treatments. Thus, in this study Fourier Transform Infrared microspectroscopy combined with chemometrics and absorbance ratios investigation was employed to compare healthy controls with TNBC tissue before and after chemotherapy within the same patient. The primary spectral differences between control and cancer tissues were found in proteins, polysaccharides, and nucleic acids. Amide I/Amide II ratio decrease before and increase after chemotherapy, whereas DNA, RNA, and glycogen contents increase before and decrease after the treatment. The chemometric results revealed discriminatory features reflecting a clinical response scheme and proved the chemotherapy efficacy assessment with infrared spectroscopy is possible.
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spelling pubmed-89066142022-03-10 Characterisation of breast cancer molecular signature and treatment assessment with vibrational spectroscopy and chemometric approach Kołodziej, Magdalena Kaznowska, Ewa Paszek, Sylwia Cebulski, Józef Barnaś, Edyta Cholewa, Marian Vongsvivut, Jitraporn Zawlik, Izabela PLoS One Research Article Triple negative breast cancer (TNBC) is regarded as the most aggressive breast cancer subtype with poor overall survival and lack of targeted therapies, resulting in many patients with recurrent. The insight into the detailed biochemical composition of TNBC would help develop dedicated treatments. Thus, in this study Fourier Transform Infrared microspectroscopy combined with chemometrics and absorbance ratios investigation was employed to compare healthy controls with TNBC tissue before and after chemotherapy within the same patient. The primary spectral differences between control and cancer tissues were found in proteins, polysaccharides, and nucleic acids. Amide I/Amide II ratio decrease before and increase after chemotherapy, whereas DNA, RNA, and glycogen contents increase before and decrease after the treatment. The chemometric results revealed discriminatory features reflecting a clinical response scheme and proved the chemotherapy efficacy assessment with infrared spectroscopy is possible. Public Library of Science 2022-03-09 /pmc/articles/PMC8906614/ /pubmed/35263369 http://dx.doi.org/10.1371/journal.pone.0264347 Text en © 2022 Kołodziej et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://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
Kołodziej, Magdalena
Kaznowska, Ewa
Paszek, Sylwia
Cebulski, Józef
Barnaś, Edyta
Cholewa, Marian
Vongsvivut, Jitraporn
Zawlik, Izabela
Characterisation of breast cancer molecular signature and treatment assessment with vibrational spectroscopy and chemometric approach
title Characterisation of breast cancer molecular signature and treatment assessment with vibrational spectroscopy and chemometric approach
title_full Characterisation of breast cancer molecular signature and treatment assessment with vibrational spectroscopy and chemometric approach
title_fullStr Characterisation of breast cancer molecular signature and treatment assessment with vibrational spectroscopy and chemometric approach
title_full_unstemmed Characterisation of breast cancer molecular signature and treatment assessment with vibrational spectroscopy and chemometric approach
title_short Characterisation of breast cancer molecular signature and treatment assessment with vibrational spectroscopy and chemometric approach
title_sort characterisation of breast cancer molecular signature and treatment assessment with vibrational spectroscopy and chemometric approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8906614/
https://www.ncbi.nlm.nih.gov/pubmed/35263369
http://dx.doi.org/10.1371/journal.pone.0264347
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