Cargando…
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...
Autores principales: | , , , , , , , , , , , , |
---|---|
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 |
_version_ | 1783668385822801920 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7986146 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT falamaria comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT somaivencel comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT dannhornandreas comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT hammgregory comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT gibsonkatherine comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT couturierdominiquelaurent comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT heskethrichard comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT wrightalanj comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT takatszoltan comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT bunchjosephine comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT barrysimont comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT goodwinrichardja comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel AT brindlekevinm comparisonof13cmriofhyperpolarized113cpyruvateandlactatewiththecorrespondingmassspectrometryimagesinamurinelymphomamodel |