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Prognostic value of metabolic response in breast cancer patients receiving neoadjuvant chemotherapy
BACKGROUND: Today's clinical diagnostic tools are insufficient for giving accurate prognosis to breast cancer patients. The aim of our study was to examine the tumor metabolic changes in patients with locally advanced breast cancer caused by neoadjuvant chemotherapy (NAC), relating these change...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3307437/ https://www.ncbi.nlm.nih.gov/pubmed/22277092 http://dx.doi.org/10.1186/1471-2407-12-39 |
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author | Cao, Maria D Giskeødegård, Guro F Bathen, Tone F Sitter, Beathe Bofin, Anna Lønning, Per E Lundgren, Steinar Gribbestad, Ingrid S |
author_facet | Cao, Maria D Giskeødegård, Guro F Bathen, Tone F Sitter, Beathe Bofin, Anna Lønning, Per E Lundgren, Steinar Gribbestad, Ingrid S |
author_sort | Cao, Maria D |
collection | PubMed |
description | BACKGROUND: Today's clinical diagnostic tools are insufficient for giving accurate prognosis to breast cancer patients. The aim of our study was to examine the tumor metabolic changes in patients with locally advanced breast cancer caused by neoadjuvant chemotherapy (NAC), relating these changes to clinical treatment response and long-term survival. METHODS: Patients (n = 89) participating in a randomized open-label multicenter study were allocated to receive either NAC as epirubicin or paclitaxel monotherapy. Biopsies were excised pre- and post-treatment, and analyzed by high resolution magic angle spinning magnetic resonance spectroscopy (HR MAS MRS). The metabolite profiles were examined by paired and unpaired multivariate methods and findings of important metabolites were confirmed by spectral integration of the metabolite peaks. RESULTS: All patients had a significant metabolic response to NAC, and pre- and post-treatment spectra could be discriminated with 87.9%/68.9% classification accuracy by paired/unpaired partial least squares discriminant analysis (PLS-DA) (p < 0.001). Similar metabolic responses were observed for the two chemotherapeutic agents. The metabolic responses were related to patient outcome. Non-survivors (< 5 years) had increased tumor levels of lactate (p = 0.004) after treatment, while survivors (≥ 5 years) experienced a decrease in the levels of glycine (p = 0.047) and choline-containing compounds (p ≤ 0.013) and an increase in glucose (p = 0.002) levels. The metabolic responses were not related to clinical treatment response. CONCLUSIONS: The differences in tumor metabolic response to NAC were associated with breast cancer survival, but not to clinical response. Monitoring metabolic responses to NAC by HR MAS MRS may provide information about tumor biology related to individual prognosis. |
format | Online Article Text |
id | pubmed-3307437 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-33074372012-03-20 Prognostic value of metabolic response in breast cancer patients receiving neoadjuvant chemotherapy Cao, Maria D Giskeødegård, Guro F Bathen, Tone F Sitter, Beathe Bofin, Anna Lønning, Per E Lundgren, Steinar Gribbestad, Ingrid S BMC Cancer Research Article BACKGROUND: Today's clinical diagnostic tools are insufficient for giving accurate prognosis to breast cancer patients. The aim of our study was to examine the tumor metabolic changes in patients with locally advanced breast cancer caused by neoadjuvant chemotherapy (NAC), relating these changes to clinical treatment response and long-term survival. METHODS: Patients (n = 89) participating in a randomized open-label multicenter study were allocated to receive either NAC as epirubicin or paclitaxel monotherapy. Biopsies were excised pre- and post-treatment, and analyzed by high resolution magic angle spinning magnetic resonance spectroscopy (HR MAS MRS). The metabolite profiles were examined by paired and unpaired multivariate methods and findings of important metabolites were confirmed by spectral integration of the metabolite peaks. RESULTS: All patients had a significant metabolic response to NAC, and pre- and post-treatment spectra could be discriminated with 87.9%/68.9% classification accuracy by paired/unpaired partial least squares discriminant analysis (PLS-DA) (p < 0.001). Similar metabolic responses were observed for the two chemotherapeutic agents. The metabolic responses were related to patient outcome. Non-survivors (< 5 years) had increased tumor levels of lactate (p = 0.004) after treatment, while survivors (≥ 5 years) experienced a decrease in the levels of glycine (p = 0.047) and choline-containing compounds (p ≤ 0.013) and an increase in glucose (p = 0.002) levels. The metabolic responses were not related to clinical treatment response. CONCLUSIONS: The differences in tumor metabolic response to NAC were associated with breast cancer survival, but not to clinical response. Monitoring metabolic responses to NAC by HR MAS MRS may provide information about tumor biology related to individual prognosis. BioMed Central 2012-01-25 /pmc/articles/PMC3307437/ /pubmed/22277092 http://dx.doi.org/10.1186/1471-2407-12-39 Text en Copyright ©2012 Cao et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited |
spellingShingle | Research Article Cao, Maria D Giskeødegård, Guro F Bathen, Tone F Sitter, Beathe Bofin, Anna Lønning, Per E Lundgren, Steinar Gribbestad, Ingrid S Prognostic value of metabolic response in breast cancer patients receiving neoadjuvant chemotherapy |
title | Prognostic value of metabolic response in breast cancer patients receiving neoadjuvant chemotherapy |
title_full | Prognostic value of metabolic response in breast cancer patients receiving neoadjuvant chemotherapy |
title_fullStr | Prognostic value of metabolic response in breast cancer patients receiving neoadjuvant chemotherapy |
title_full_unstemmed | Prognostic value of metabolic response in breast cancer patients receiving neoadjuvant chemotherapy |
title_short | Prognostic value of metabolic response in breast cancer patients receiving neoadjuvant chemotherapy |
title_sort | prognostic value of metabolic response in breast cancer patients receiving neoadjuvant chemotherapy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3307437/ https://www.ncbi.nlm.nih.gov/pubmed/22277092 http://dx.doi.org/10.1186/1471-2407-12-39 |
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