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Hyperpolarised (13)C-MRI identifies the emergence of a glycolytic cell population within intermediate-risk human prostate cancer
Hyperpolarised magnetic resonance imaging (HP (13)C-MRI) is an emerging clinical technique to detect [1-(13)C]lactate production in prostate cancer (PCa) following intravenous injection of hyperpolarised [1-(13)C]pyruvate. Here we differentiate clinically significant PCa from indolent disease in a l...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8786834/ https://www.ncbi.nlm.nih.gov/pubmed/35075123 http://dx.doi.org/10.1038/s41467-022-28069-2 |
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author | Sushentsev, Nikita McLean, Mary A. Warren, Anne Y. Benjamin, Arnold J. V. Brodie, Cara Frary, Amy Gill, Andrew B. Jones, Julia Kaggie, Joshua D. Lamb, Benjamin W. Locke, Matthew J. Miller, Jodi L. Mills, Ian G. Priest, Andrew N. Robb, Fraser J. L. Shah, Nimish Schulte, Rolf F. Graves, Martin J. Gnanapragasam, Vincent J. Brindle, Kevin M. Barrett, Tristan Gallagher, Ferdia A. |
author_facet | Sushentsev, Nikita McLean, Mary A. Warren, Anne Y. Benjamin, Arnold J. V. Brodie, Cara Frary, Amy Gill, Andrew B. Jones, Julia Kaggie, Joshua D. Lamb, Benjamin W. Locke, Matthew J. Miller, Jodi L. Mills, Ian G. Priest, Andrew N. Robb, Fraser J. L. Shah, Nimish Schulte, Rolf F. Graves, Martin J. Gnanapragasam, Vincent J. Brindle, Kevin M. Barrett, Tristan Gallagher, Ferdia A. |
author_sort | Sushentsev, Nikita |
collection | PubMed |
description | Hyperpolarised magnetic resonance imaging (HP (13)C-MRI) is an emerging clinical technique to detect [1-(13)C]lactate production in prostate cancer (PCa) following intravenous injection of hyperpolarised [1-(13)C]pyruvate. Here we differentiate clinically significant PCa from indolent disease in a low/intermediate-risk population by correlating [1-(13)C]lactate labelling on MRI with the percentage of Gleason pattern 4 (%GP4) disease. Using immunohistochemistry and spatial transcriptomics, we show that HP (13)C-MRI predominantly measures metabolism in the epithelial compartment of the tumour, rather than the stroma. MRI-derived tumour [1-(13)C]lactate labelling correlated with epithelial mRNA expression of the enzyme lactate dehydrogenase (LDHA and LDHB combined), and the ratio of lactate transporter expression between the epithelial and stromal compartments (epithelium-to-stroma MCT4). We observe similar changes in MCT4, LDHA, and LDHB between tumours with primary Gleason patterns 3 and 4 in an independent TCGA cohort. Therefore, HP (13)C-MRI can metabolically phenotype clinically significant disease based on underlying metabolic differences in the epithelial and stromal tumour compartments. |
format | Online Article Text |
id | pubmed-8786834 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-87868342022-02-07 Hyperpolarised (13)C-MRI identifies the emergence of a glycolytic cell population within intermediate-risk human prostate cancer Sushentsev, Nikita McLean, Mary A. Warren, Anne Y. Benjamin, Arnold J. V. Brodie, Cara Frary, Amy Gill, Andrew B. Jones, Julia Kaggie, Joshua D. Lamb, Benjamin W. Locke, Matthew J. Miller, Jodi L. Mills, Ian G. Priest, Andrew N. Robb, Fraser J. L. Shah, Nimish Schulte, Rolf F. Graves, Martin J. Gnanapragasam, Vincent J. Brindle, Kevin M. Barrett, Tristan Gallagher, Ferdia A. Nat Commun Article Hyperpolarised magnetic resonance imaging (HP (13)C-MRI) is an emerging clinical technique to detect [1-(13)C]lactate production in prostate cancer (PCa) following intravenous injection of hyperpolarised [1-(13)C]pyruvate. Here we differentiate clinically significant PCa from indolent disease in a low/intermediate-risk population by correlating [1-(13)C]lactate labelling on MRI with the percentage of Gleason pattern 4 (%GP4) disease. Using immunohistochemistry and spatial transcriptomics, we show that HP (13)C-MRI predominantly measures metabolism in the epithelial compartment of the tumour, rather than the stroma. MRI-derived tumour [1-(13)C]lactate labelling correlated with epithelial mRNA expression of the enzyme lactate dehydrogenase (LDHA and LDHB combined), and the ratio of lactate transporter expression between the epithelial and stromal compartments (epithelium-to-stroma MCT4). We observe similar changes in MCT4, LDHA, and LDHB between tumours with primary Gleason patterns 3 and 4 in an independent TCGA cohort. Therefore, HP (13)C-MRI can metabolically phenotype clinically significant disease based on underlying metabolic differences in the epithelial and stromal tumour compartments. Nature Publishing Group UK 2022-01-24 /pmc/articles/PMC8786834/ /pubmed/35075123 http://dx.doi.org/10.1038/s41467-022-28069-2 Text en © The Author(s) 2022, corrected publication 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Sushentsev, Nikita McLean, Mary A. Warren, Anne Y. Benjamin, Arnold J. V. Brodie, Cara Frary, Amy Gill, Andrew B. Jones, Julia Kaggie, Joshua D. Lamb, Benjamin W. Locke, Matthew J. Miller, Jodi L. Mills, Ian G. Priest, Andrew N. Robb, Fraser J. L. Shah, Nimish Schulte, Rolf F. Graves, Martin J. Gnanapragasam, Vincent J. Brindle, Kevin M. Barrett, Tristan Gallagher, Ferdia A. Hyperpolarised (13)C-MRI identifies the emergence of a glycolytic cell population within intermediate-risk human prostate cancer |
title | Hyperpolarised (13)C-MRI identifies the emergence of a glycolytic cell population within intermediate-risk human prostate cancer |
title_full | Hyperpolarised (13)C-MRI identifies the emergence of a glycolytic cell population within intermediate-risk human prostate cancer |
title_fullStr | Hyperpolarised (13)C-MRI identifies the emergence of a glycolytic cell population within intermediate-risk human prostate cancer |
title_full_unstemmed | Hyperpolarised (13)C-MRI identifies the emergence of a glycolytic cell population within intermediate-risk human prostate cancer |
title_short | Hyperpolarised (13)C-MRI identifies the emergence of a glycolytic cell population within intermediate-risk human prostate cancer |
title_sort | hyperpolarised (13)c-mri identifies the emergence of a glycolytic cell population within intermediate-risk human prostate cancer |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8786834/ https://www.ncbi.nlm.nih.gov/pubmed/35075123 http://dx.doi.org/10.1038/s41467-022-28069-2 |
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