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Hyperpolarized 13C-Pyruvate Metabolism as a Surrogate for Tumor Grade and Poor Outcome in Renal Cell Carcinoma-A Proof of Principle Study

Authors :
Ursprung, Stephan
Woitek, Ramona
McLean, Mary
Priest, Andrew N
Crispin-Ortuzar, Mireia
Brodie, Cara R
Gill, Andrew
Gehrung, Marcel
Beer, Lucian
Riddick, Antony CP
Field-Rayner, Johanna
Grist, James T
Deen, Surrin S
Riemer, Frank
Kaggie, Joshua
Zaccagna, Fulvio
Duarte, Joao AG
Locke, Matthew J
Frary, Amy
Aho, Tevita F
Armitage, James N
Casey, Ruth
Mendichovszky, Iosif A
Welsh, Sarah
Barrett, Tristan
Graves, Martin
Eisen, Tim
Mitchell, Thomas J
Warren, Anne
Brindle, Kevin
Sala, Evis
Stewart, Grant
Gallagher, Ferdia
Ursprung, Stephan [0000-0003-2476-178X]
McLean, Mary [0000-0002-3752-0179]
Priest, Andrew N [0000-0002-9771-4290]
Gill, Andrew [0000-0002-9287-9563]
Beer, Lucian [0000-0003-4388-7580]
Deen, Surrin S [0000-0002-6206-7337]
Riemer, Frank [0000-0002-3805-5221]
Kaggie, Joshua [0000-0001-6706-3442]
Zaccagna, Fulvio [0000-0001-6838-9532]
Frary, Amy [0000-0002-4373-3517]
Welsh, Sarah [0000-0001-5690-2677]
Barrett, Tristan [0000-0002-1180-1474]
Graves, Martin [0000-0003-4327-3052]
Eisen, Tim [0000-0001-9663-4873]
Warren, Anne [0000-0002-1170-7867]
Brindle, Kevin [0000-0003-3883-6287]
Sala, Evis [0000-0002-5518-9360]
Stewart, Grant [0000-0003-3188-9140]
Gallagher, Ferdia [0000-0003-4784-5230]
Apollo - University of Cambridge Repository
Ursprung S.
Woitek R.
McLean M.A.
Priest A.N.
Crispin-Ortuzar M.
Brodie C.R.
Gill A.B.
Gehrung M.
Beer L.
Riddick A.C.P.
Field-Rayner J.
Grist J.T.
Deen S.S.
Riemer F.
Kaggie J.D.
Zaccagna F.
Duarte J.A.G.
Locke M.J.
Frary A.
Aho T.F.
Armitage J.N.
Casey R.
Mendichovszky I.A.
Welsh S.J.
Barrett T.
Graves M.J.
Eisen T.
Mitchell T.J.
Warren A.Y.
Brindle K.M.
Sala E.
Stewart G.D.
Gallagher F.A.
Gill, Andrew B [0000-0002-9287-9563]
Kaggie, Joshua D [0000-0001-6706-3442]
Welsh, Sarah J [0000-0001-5690-2677]
Brindle, Kevin M [0000-0003-3883-6287]
Stewart, Grant D [0000-0003-3188-9140]
Gallagher, Ferdia A [0000-0003-4784-5230]
Source :
Cancers, Cancers; Volume 14; Issue 2; Pages: 335, Cancers, Vol 14, Iss 335, p 335 (2022)
Publication Year :
2022
Publisher :
MDPI AG, 2022.

Abstract

Simple Summary We evaluated renal cancer with varying aggressive appearances on histology, using an emerging form of non-invasive metabolic MRI. This imaging technique assesses the uptake and metabolism of a breakdown product of glucose (pyruvate) labelled with hyperpolarized carbon-13. We show that pyruvate metabolism is dependent on the aggressiveness of an individual tumor and we provide a mechanism for this finding from tissue analysis of molecules influencing pyruvate metabolism, suggesting a role for its membrane transporter. Abstract Differentiating aggressive clear cell renal cell carcinoma (ccRCC) from indolent lesions is challenging using conventional imaging. This work prospectively compared the metabolic imaging phenotype of renal tumors using carbon-13 MRI following injection of hyperpolarized [1-13C]pyruvate (HP-13C-MRI) and validated these findings with histopathology. Nine patients with treatment-naïve renal tumors (6 ccRCCs, 1 liposarcoma, 1 pheochromocytoma, 1 oncocytoma) underwent pre-operative HP-13C-MRI and conventional proton (1H) MRI. Multi-regional tissue samples were collected using patient-specific 3D-printed tumor molds for spatial registration between imaging and molecular analysis. The apparent exchange rate constant (kPL) between 13C-pyruvate and 13C-lactate was calculated. Immunohistochemistry for the pyruvate transporter (MCT1) from 44 multi-regional samples, as well as associations between MCT1 expression and outcome in the TCGA-KIRC dataset, were investigated. Increasing kPL in ccRCC was correlated with increasing overall tumor grade (ρ = 0.92, p = 0.009) and MCT1 expression (r = 0.89, p = 0.016), with similar results acquired from the multi-regional analysis. Conventional 1H-MRI parameters did not discriminate tumor grades. The correlation between MCT1 and ccRCC grade was confirmed within a TCGA dataset (p < 0.001), where MCT1 expression was a predictor of overall and disease-free survival. In conclusion, metabolic imaging using HP-13C-MRI differentiates tumor aggressiveness in ccRCC and correlates with the expression of MCT1, a predictor of survival. HP-13C-MRI may non-invasively characterize metabolic phenotypes within renal cancer.

Details

Database :
OpenAIRE
Journal :
Cancers, Cancers; Volume 14; Issue 2; Pages: 335, Cancers, Vol 14, Iss 335, p 335 (2022)
Accession number :
edsair.doi.dedup.....0668b03aeb5e13e89544e421dfca9038