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Comparison of (13)C MRI of hyperpolarized [1‐(13)C]pyruvate and lactate with the corresponding mass spectrometry images in a murine lymphoma model

PURPOSE: To compare carbon‐13 ((13)C) MRSI of hyperpolarized [1‐(13)C]pyruvate metabolism in a murine tumor model with mass spectrometric (MS) imaging of the corresponding tumor sections in order to cross validate these metabolic imaging techniques and to investigate the effects of pyruvate delivery...

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Autores principales: Fala, Maria, Somai, Vencel, Dannhorn, Andreas, Hamm, Gregory, Gibson, Katherine, Couturier, Dominique‐Laurent, Hesketh, Richard, Wright, Alan J., Takats, Zoltan, Bunch, Josephine, Barry, Simon T., Goodwin, Richard J. A., Brindle, Kevin M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7986146/
https://www.ncbi.nlm.nih.gov/pubmed/33421253
http://dx.doi.org/10.1002/mrm.28652
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author Fala, Maria
Somai, Vencel
Dannhorn, Andreas
Hamm, Gregory
Gibson, Katherine
Couturier, Dominique‐Laurent
Hesketh, Richard
Wright, Alan J.
Takats, Zoltan
Bunch, Josephine
Barry, Simon T.
Goodwin, Richard J. A.
Brindle, Kevin M.
author_facet Fala, Maria
Somai, Vencel
Dannhorn, Andreas
Hamm, Gregory
Gibson, Katherine
Couturier, Dominique‐Laurent
Hesketh, Richard
Wright, Alan J.
Takats, Zoltan
Bunch, Josephine
Barry, Simon T.
Goodwin, Richard J. A.
Brindle, Kevin M.
author_sort Fala, Maria
collection PubMed
description PURPOSE: To compare carbon‐13 ((13)C) MRSI of hyperpolarized [1‐(13)C]pyruvate metabolism in a murine tumor model with mass spectrometric (MS) imaging of the corresponding tumor sections in order to cross validate these metabolic imaging techniques and to investigate the effects of pyruvate delivery and tumor lactate concentration on lactate labeling. METHODS: [1‐(13)C]lactate images were obtained from tumor‐bearing mice, following injection of hyperpolarized [1‐(13)C]pyruvate, using a single‐shot 3D (13)C spectroscopic imaging sequence in vivo and using desorption electrospray ionization MS imaging of the corresponding rapidly frozen tumor sections ex vivo. The images were coregistered, and levels of association were determined by means of Spearman rank correlation and Cohen kappa coefficients as well as linear mixed models. The correlation between [1‐(13)C]pyruvate and [1‐(13)C]lactate in the MRS images and between [(12)C] and [1‐(13)C]lactate in the MS images were determined by means of Pearson correlation coefficients. RESULTS: [1‐(13)C]lactate images generated by MS imaging were significantly correlated with the corresponding MRS images. The correlation coefficient between [1‐(13)C]lactate and [1‐(13)C]pyruvate in the MRS images was higher than between [1‐(13)C]lactate and [(12)C]lactate in the MS images. CONCLUSION: The inhomogeneous distribution of labeled lactate observed in the MRS images was confirmed by MS imaging of the corresponding tumor sections. The images acquired using both techniques show that the rate of (13)C label exchange between the injected pyruvate and endogenous tumor lactate pool is more correlated with the rate of pyruvate delivery to the tumor cells and is less affected by the endogenous lactate concentration.
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spelling pubmed-79861462021-03-25 Comparison of (13)C MRI of hyperpolarized [1‐(13)C]pyruvate and lactate with the corresponding mass spectrometry images in a murine lymphoma model Fala, Maria Somai, Vencel Dannhorn, Andreas Hamm, Gregory Gibson, Katherine Couturier, Dominique‐Laurent Hesketh, Richard Wright, Alan J. Takats, Zoltan Bunch, Josephine Barry, Simon T. Goodwin, Richard J. A. Brindle, Kevin M. Magn Reson Med Note—Preclinical and Clinical Imaging PURPOSE: To compare carbon‐13 ((13)C) MRSI of hyperpolarized [1‐(13)C]pyruvate metabolism in a murine tumor model with mass spectrometric (MS) imaging of the corresponding tumor sections in order to cross validate these metabolic imaging techniques and to investigate the effects of pyruvate delivery and tumor lactate concentration on lactate labeling. METHODS: [1‐(13)C]lactate images were obtained from tumor‐bearing mice, following injection of hyperpolarized [1‐(13)C]pyruvate, using a single‐shot 3D (13)C spectroscopic imaging sequence in vivo and using desorption electrospray ionization MS imaging of the corresponding rapidly frozen tumor sections ex vivo. The images were coregistered, and levels of association were determined by means of Spearman rank correlation and Cohen kappa coefficients as well as linear mixed models. The correlation between [1‐(13)C]pyruvate and [1‐(13)C]lactate in the MRS images and between [(12)C] and [1‐(13)C]lactate in the MS images were determined by means of Pearson correlation coefficients. RESULTS: [1‐(13)C]lactate images generated by MS imaging were significantly correlated with the corresponding MRS images. The correlation coefficient between [1‐(13)C]lactate and [1‐(13)C]pyruvate in the MRS images was higher than between [1‐(13)C]lactate and [(12)C]lactate in the MS images. CONCLUSION: The inhomogeneous distribution of labeled lactate observed in the MRS images was confirmed by MS imaging of the corresponding tumor sections. The images acquired using both techniques show that the rate of (13)C label exchange between the injected pyruvate and endogenous tumor lactate pool is more correlated with the rate of pyruvate delivery to the tumor cells and is less affected by the endogenous lactate concentration. John Wiley and Sons Inc. 2021-01-09 2021-06 /pmc/articles/PMC7986146/ /pubmed/33421253 http://dx.doi.org/10.1002/mrm.28652 Text en © 2021 The Authors. Magnetic Resonance in Medicine published by Wiley Periodicals LLC on behalf of International Society for Magnetic Resonance in Medicine This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Note—Preclinical and Clinical Imaging
Fala, Maria
Somai, Vencel
Dannhorn, Andreas
Hamm, Gregory
Gibson, Katherine
Couturier, Dominique‐Laurent
Hesketh, Richard
Wright, Alan J.
Takats, Zoltan
Bunch, Josephine
Barry, Simon T.
Goodwin, Richard J. A.
Brindle, Kevin M.
Comparison of (13)C MRI of hyperpolarized [1‐(13)C]pyruvate and lactate with the corresponding mass spectrometry images in a murine lymphoma model
title Comparison of (13)C MRI of hyperpolarized [1‐(13)C]pyruvate and lactate with the corresponding mass spectrometry images in a murine lymphoma model
title_full Comparison of (13)C MRI of hyperpolarized [1‐(13)C]pyruvate and lactate with the corresponding mass spectrometry images in a murine lymphoma model
title_fullStr Comparison of (13)C MRI of hyperpolarized [1‐(13)C]pyruvate and lactate with the corresponding mass spectrometry images in a murine lymphoma model
title_full_unstemmed Comparison of (13)C MRI of hyperpolarized [1‐(13)C]pyruvate and lactate with the corresponding mass spectrometry images in a murine lymphoma model
title_short Comparison of (13)C MRI of hyperpolarized [1‐(13)C]pyruvate and lactate with the corresponding mass spectrometry images in a murine lymphoma model
title_sort comparison of (13)c mri of hyperpolarized [1‐(13)c]pyruvate and lactate with the corresponding mass spectrometry images in a murine lymphoma model
topic Note—Preclinical and Clinical Imaging
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7986146/
https://www.ncbi.nlm.nih.gov/pubmed/33421253
http://dx.doi.org/10.1002/mrm.28652
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