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Imaging Glioblastoma Metabolism by Using Hyperpolarized [1-(13)C]Pyruvate Demonstrates Heterogeneity in Lactate Labeling: A Proof of Principle Study
PURPOSE: To evaluate glioblastoma (GBM) metabolism by using hyperpolarized carbon 13 ((13)C) MRI to monitor the exchange of the hyperpolarized (13)C label between injected [1-(13)C]pyruvate and tumor lactate and bicarbonate. MATERIALS AND METHODS: In this prospective study, seven treatment-naive pat...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Radiological Society of North America
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9360994/ https://www.ncbi.nlm.nih.gov/pubmed/35838532 http://dx.doi.org/10.1148/rycan.210076 |
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author | Zaccagna, Fulvio McLean, Mary A. Grist, James T. Kaggie, Joshua Mair, Richard Riemer, Frank Woitek, Ramona Gill, Andrew B. Deen, Surrin Daniels, Charlie J. Ursprung, Stephan Schulte, Rolf F. Allinson, Kieren Chhabra, Anita Laurent, Marie-Christine Locke, Matthew Frary, Amy Hilborne, Sarah Patterson, Ilse Carmo, Bruno D. Slough, Rhys Wilkinson, Ian Basu, Bristi Wason, James Gillard, Jonathan H. Matys, Tomasz Watts, Colin Price, Stephen J. Santarius, Thomas Graves, Martin J. Jefferies, Sarah Brindle, Kevin M. Gallagher, Ferdia A. |
author_facet | Zaccagna, Fulvio McLean, Mary A. Grist, James T. Kaggie, Joshua Mair, Richard Riemer, Frank Woitek, Ramona Gill, Andrew B. Deen, Surrin Daniels, Charlie J. Ursprung, Stephan Schulte, Rolf F. Allinson, Kieren Chhabra, Anita Laurent, Marie-Christine Locke, Matthew Frary, Amy Hilborne, Sarah Patterson, Ilse Carmo, Bruno D. Slough, Rhys Wilkinson, Ian Basu, Bristi Wason, James Gillard, Jonathan H. Matys, Tomasz Watts, Colin Price, Stephen J. Santarius, Thomas Graves, Martin J. Jefferies, Sarah Brindle, Kevin M. Gallagher, Ferdia A. |
author_sort | Zaccagna, Fulvio |
collection | PubMed |
description | PURPOSE: To evaluate glioblastoma (GBM) metabolism by using hyperpolarized carbon 13 ((13)C) MRI to monitor the exchange of the hyperpolarized (13)C label between injected [1-(13)C]pyruvate and tumor lactate and bicarbonate. MATERIALS AND METHODS: In this prospective study, seven treatment-naive patients (age [mean ± SD], 60 years ± 11; five men) with GBM were imaged at 3 T by using a dual-tuned (13)C–hydrogen 1 head coil. Hyperpolarized [1-(13)C]pyruvate was injected, and signal was acquired by using a dynamic MRI spiral sequence. Metabolism was assessed within the tumor, in the normal-appearing brain parenchyma (NABP), and in healthy volunteers by using paired or unpaired t tests and a Wilcoxon signed rank test. The Spearman ρ correlation coefficient was used to correlate metabolite labeling with lactate dehydrogenase A (LDH-A) expression and some immunohistochemical markers. The Benjamini-Hochberg procedure was used to correct for multiple comparisons. RESULTS: The bicarbonate-to-pyruvate (BP) ratio was lower in the tumor than in the contralateral NABP (P < .01). The tumor lactate-to-pyruvate (LP) ratio was not different from that in the NABP (P = .38). The LP and BP ratios in the NABP were higher than those observed previously in healthy volunteers (P < .05). Tumor lactate and bicarbonate signal intensities were strongly correlated with the pyruvate signal intensity (ρ = 0.92, P < .001, and ρ = 0.66, P < .001, respectively), and the LP ratio was weakly correlated with LDH-A expression in biopsy samples (ρ = 0.43, P = .04). CONCLUSION: Hyperpolarized (13)C MRI demonstrated variation in lactate labeling in GBM, both within and between tumors. In contrast, bicarbonate labeling was consistently lower in tumors than in the surrounding NABP. Keywords: Hyperpolarized (13)C MRI, Glioblastoma, Metabolism, Cancer, MRI, Neuro-oncology Supplemental material is available for this article. Published under a CC BY 4.0 license. |
format | Online Article Text |
id | pubmed-9360994 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Radiological Society of North America |
record_format | MEDLINE/PubMed |
spelling | pubmed-93609942022-08-09 Imaging Glioblastoma Metabolism by Using Hyperpolarized [1-(13)C]Pyruvate Demonstrates Heterogeneity in Lactate Labeling: A Proof of Principle Study Zaccagna, Fulvio McLean, Mary A. Grist, James T. Kaggie, Joshua Mair, Richard Riemer, Frank Woitek, Ramona Gill, Andrew B. Deen, Surrin Daniels, Charlie J. Ursprung, Stephan Schulte, Rolf F. Allinson, Kieren Chhabra, Anita Laurent, Marie-Christine Locke, Matthew Frary, Amy Hilborne, Sarah Patterson, Ilse Carmo, Bruno D. Slough, Rhys Wilkinson, Ian Basu, Bristi Wason, James Gillard, Jonathan H. Matys, Tomasz Watts, Colin Price, Stephen J. Santarius, Thomas Graves, Martin J. Jefferies, Sarah Brindle, Kevin M. Gallagher, Ferdia A. Radiol Imaging Cancer Original Research PURPOSE: To evaluate glioblastoma (GBM) metabolism by using hyperpolarized carbon 13 ((13)C) MRI to monitor the exchange of the hyperpolarized (13)C label between injected [1-(13)C]pyruvate and tumor lactate and bicarbonate. MATERIALS AND METHODS: In this prospective study, seven treatment-naive patients (age [mean ± SD], 60 years ± 11; five men) with GBM were imaged at 3 T by using a dual-tuned (13)C–hydrogen 1 head coil. Hyperpolarized [1-(13)C]pyruvate was injected, and signal was acquired by using a dynamic MRI spiral sequence. Metabolism was assessed within the tumor, in the normal-appearing brain parenchyma (NABP), and in healthy volunteers by using paired or unpaired t tests and a Wilcoxon signed rank test. The Spearman ρ correlation coefficient was used to correlate metabolite labeling with lactate dehydrogenase A (LDH-A) expression and some immunohistochemical markers. The Benjamini-Hochberg procedure was used to correct for multiple comparisons. RESULTS: The bicarbonate-to-pyruvate (BP) ratio was lower in the tumor than in the contralateral NABP (P < .01). The tumor lactate-to-pyruvate (LP) ratio was not different from that in the NABP (P = .38). The LP and BP ratios in the NABP were higher than those observed previously in healthy volunteers (P < .05). Tumor lactate and bicarbonate signal intensities were strongly correlated with the pyruvate signal intensity (ρ = 0.92, P < .001, and ρ = 0.66, P < .001, respectively), and the LP ratio was weakly correlated with LDH-A expression in biopsy samples (ρ = 0.43, P = .04). CONCLUSION: Hyperpolarized (13)C MRI demonstrated variation in lactate labeling in GBM, both within and between tumors. In contrast, bicarbonate labeling was consistently lower in tumors than in the surrounding NABP. Keywords: Hyperpolarized (13)C MRI, Glioblastoma, Metabolism, Cancer, MRI, Neuro-oncology Supplemental material is available for this article. Published under a CC BY 4.0 license. Radiological Society of North America 2022-07-15 /pmc/articles/PMC9360994/ /pubmed/35838532 http://dx.doi.org/10.1148/rycan.210076 Text en © 2022 by the Radiological Society of North America, Inc. https://creativecommons.org/licenses/by/4.0/Published under a (https://creativecommons.org/licenses/by/4.0/) CC BY 4.0 license. |
spellingShingle | Original Research Zaccagna, Fulvio McLean, Mary A. Grist, James T. Kaggie, Joshua Mair, Richard Riemer, Frank Woitek, Ramona Gill, Andrew B. Deen, Surrin Daniels, Charlie J. Ursprung, Stephan Schulte, Rolf F. Allinson, Kieren Chhabra, Anita Laurent, Marie-Christine Locke, Matthew Frary, Amy Hilborne, Sarah Patterson, Ilse Carmo, Bruno D. Slough, Rhys Wilkinson, Ian Basu, Bristi Wason, James Gillard, Jonathan H. Matys, Tomasz Watts, Colin Price, Stephen J. Santarius, Thomas Graves, Martin J. Jefferies, Sarah Brindle, Kevin M. Gallagher, Ferdia A. Imaging Glioblastoma Metabolism by Using Hyperpolarized [1-(13)C]Pyruvate Demonstrates Heterogeneity in Lactate Labeling: A Proof of Principle Study |
title | Imaging Glioblastoma Metabolism by Using Hyperpolarized
[1-(13)C]Pyruvate Demonstrates Heterogeneity in Lactate Labeling: A
Proof of Principle Study |
title_full | Imaging Glioblastoma Metabolism by Using Hyperpolarized
[1-(13)C]Pyruvate Demonstrates Heterogeneity in Lactate Labeling: A
Proof of Principle Study |
title_fullStr | Imaging Glioblastoma Metabolism by Using Hyperpolarized
[1-(13)C]Pyruvate Demonstrates Heterogeneity in Lactate Labeling: A
Proof of Principle Study |
title_full_unstemmed | Imaging Glioblastoma Metabolism by Using Hyperpolarized
[1-(13)C]Pyruvate Demonstrates Heterogeneity in Lactate Labeling: A
Proof of Principle Study |
title_short | Imaging Glioblastoma Metabolism by Using Hyperpolarized
[1-(13)C]Pyruvate Demonstrates Heterogeneity in Lactate Labeling: A
Proof of Principle Study |
title_sort | imaging glioblastoma metabolism by using hyperpolarized
[1-(13)c]pyruvate demonstrates heterogeneity in lactate labeling: a
proof of principle study |
topic | Original Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9360994/ https://www.ncbi.nlm.nih.gov/pubmed/35838532 http://dx.doi.org/10.1148/rycan.210076 |
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