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Hyperpolarized (13)C Magnetic Resonance Spectroscopic Imaging of Pyruvate Metabolism in Murine Breast Cancer Models of Different Metastatic Potential

This study uses dynamic hyperpolarized [1-(13)C]pyruvate magnetic resonance spectroscopic imaging (MRSI) to estimate differences in glycolytic metabolism between highly metastatic (4T1, n = 7) and metastatically dormant (4T07, n = 7) murine breast cancer models. The apparent conversion rate of pyruv...

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Autores principales: Macdonald, Erin B., Begovatz, Paul, Barton, Gregory P., Erickson-Bhatt, Sarah, Inman, David R., Cox, Benjamin L., Eliceiri, Kevin W., Strigel, Roberta M., Ponik, Suzanne M., Fain, Sean B.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8145849/
https://www.ncbi.nlm.nih.gov/pubmed/33925445
http://dx.doi.org/10.3390/metabo11050274
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author Macdonald, Erin B.
Begovatz, Paul
Barton, Gregory P.
Erickson-Bhatt, Sarah
Inman, David R.
Cox, Benjamin L.
Eliceiri, Kevin W.
Strigel, Roberta M.
Ponik, Suzanne M.
Fain, Sean B.
author_facet Macdonald, Erin B.
Begovatz, Paul
Barton, Gregory P.
Erickson-Bhatt, Sarah
Inman, David R.
Cox, Benjamin L.
Eliceiri, Kevin W.
Strigel, Roberta M.
Ponik, Suzanne M.
Fain, Sean B.
author_sort Macdonald, Erin B.
collection PubMed
description This study uses dynamic hyperpolarized [1-(13)C]pyruvate magnetic resonance spectroscopic imaging (MRSI) to estimate differences in glycolytic metabolism between highly metastatic (4T1, n = 7) and metastatically dormant (4T07, n = 7) murine breast cancer models. The apparent conversion rate of pyruvate-to-lactate (k(PL)) and lactate-to-pyruvate area-under-the-curve ratio (AUC(L/P)) were estimated from the metabolite images and compared with biochemical metabolic measures and immunohistochemistry (IHC). A non-significant trend of increasing k(PL) (p = 0.17) and AUC(L/P) (p = 0.11) from 4T07 to 4T1 tumors was observed. No significant differences in tumor IHC lactate dehydrogenase-A (LDHA), monocarboxylate transporter-1 (MCT1), cluster of differentiation 31 (CD31), and hypoxia inducible factor-α (HIF-1α), tumor lactate-dehydrogenase (LDH) activity, or blood lactate or glucose levels were found between the two tumor lines. However, AUC(L/P) was significantly correlated with tumor LDH activity (ρ(spearman) = 0.621, p = 0.027) and blood glucose levels (ρ(spearman) = −0.474, p = 0.042). k(PL) displayed a similar, non-significant trend for LDH activity (ρ(spearman) = 0.480, p = 0.114) and blood glucose levels (ρ(spearman) = −0.414, p = 0.088). Neither k(PL) nor AUC(L/P) were significantly correlated with blood lactate levels or tumor LDHA or MCT1. The significant positive correlation between AUC(L/P) and tumor LDH activity indicates the potential of AUC(L/P) as a biomarker of glycolytic metabolism in breast cancer models. However, the lack of a significant difference between in vivo tumor metabolism for the two models suggest similar pyruvate-to-lactate conversion despite differing metastatic potential.
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spelling pubmed-81458492021-05-26 Hyperpolarized (13)C Magnetic Resonance Spectroscopic Imaging of Pyruvate Metabolism in Murine Breast Cancer Models of Different Metastatic Potential Macdonald, Erin B. Begovatz, Paul Barton, Gregory P. Erickson-Bhatt, Sarah Inman, David R. Cox, Benjamin L. Eliceiri, Kevin W. Strigel, Roberta M. Ponik, Suzanne M. Fain, Sean B. Metabolites Article This study uses dynamic hyperpolarized [1-(13)C]pyruvate magnetic resonance spectroscopic imaging (MRSI) to estimate differences in glycolytic metabolism between highly metastatic (4T1, n = 7) and metastatically dormant (4T07, n = 7) murine breast cancer models. The apparent conversion rate of pyruvate-to-lactate (k(PL)) and lactate-to-pyruvate area-under-the-curve ratio (AUC(L/P)) were estimated from the metabolite images and compared with biochemical metabolic measures and immunohistochemistry (IHC). A non-significant trend of increasing k(PL) (p = 0.17) and AUC(L/P) (p = 0.11) from 4T07 to 4T1 tumors was observed. No significant differences in tumor IHC lactate dehydrogenase-A (LDHA), monocarboxylate transporter-1 (MCT1), cluster of differentiation 31 (CD31), and hypoxia inducible factor-α (HIF-1α), tumor lactate-dehydrogenase (LDH) activity, or blood lactate or glucose levels were found between the two tumor lines. However, AUC(L/P) was significantly correlated with tumor LDH activity (ρ(spearman) = 0.621, p = 0.027) and blood glucose levels (ρ(spearman) = −0.474, p = 0.042). k(PL) displayed a similar, non-significant trend for LDH activity (ρ(spearman) = 0.480, p = 0.114) and blood glucose levels (ρ(spearman) = −0.414, p = 0.088). Neither k(PL) nor AUC(L/P) were significantly correlated with blood lactate levels or tumor LDHA or MCT1. The significant positive correlation between AUC(L/P) and tumor LDH activity indicates the potential of AUC(L/P) as a biomarker of glycolytic metabolism in breast cancer models. However, the lack of a significant difference between in vivo tumor metabolism for the two models suggest similar pyruvate-to-lactate conversion despite differing metastatic potential. MDPI 2021-04-27 /pmc/articles/PMC8145849/ /pubmed/33925445 http://dx.doi.org/10.3390/metabo11050274 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Macdonald, Erin B.
Begovatz, Paul
Barton, Gregory P.
Erickson-Bhatt, Sarah
Inman, David R.
Cox, Benjamin L.
Eliceiri, Kevin W.
Strigel, Roberta M.
Ponik, Suzanne M.
Fain, Sean B.
Hyperpolarized (13)C Magnetic Resonance Spectroscopic Imaging of Pyruvate Metabolism in Murine Breast Cancer Models of Different Metastatic Potential
title Hyperpolarized (13)C Magnetic Resonance Spectroscopic Imaging of Pyruvate Metabolism in Murine Breast Cancer Models of Different Metastatic Potential
title_full Hyperpolarized (13)C Magnetic Resonance Spectroscopic Imaging of Pyruvate Metabolism in Murine Breast Cancer Models of Different Metastatic Potential
title_fullStr Hyperpolarized (13)C Magnetic Resonance Spectroscopic Imaging of Pyruvate Metabolism in Murine Breast Cancer Models of Different Metastatic Potential
title_full_unstemmed Hyperpolarized (13)C Magnetic Resonance Spectroscopic Imaging of Pyruvate Metabolism in Murine Breast Cancer Models of Different Metastatic Potential
title_short Hyperpolarized (13)C Magnetic Resonance Spectroscopic Imaging of Pyruvate Metabolism in Murine Breast Cancer Models of Different Metastatic Potential
title_sort hyperpolarized (13)c magnetic resonance spectroscopic imaging of pyruvate metabolism in murine breast cancer models of different metastatic potential
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8145849/
https://www.ncbi.nlm.nih.gov/pubmed/33925445
http://dx.doi.org/10.3390/metabo11050274
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