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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.

Accepted version
Peer-reviewed

Type

Article

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Authors

Fala, Maria 
Somai, Vencel 
Hamm, Gregory 
Gibson, Katherine 

Abstract

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.

Description

Keywords

hyperpolarized 13C MRI, lactate, mass spectrometry imaging, pyruvate, tumor, Animals, Carbon Isotopes, Lactic Acid, Lymphoma, Magnetic Resonance Imaging, Mass Spectrometry, Mice, Pyruvic Acid

Journal Title

Magn Reson Med

Conference Name

Journal ISSN

0740-3194
1522-2594

Volume Title

85

Publisher

Wiley

Rights

All rights reserved
Sponsorship
Cancer Research UK (CB4100)
Cancer Research UK (C14303/A17197)
Rosetrees Trust (A1698)
Rosetrees Trust (M723)
Cancer Research UK (25040)
Cancer Research UK (C96/A25177)
This work was supported by Cancer Research UK grants [C197/A16465, C55296/A26605, C9685/A25177]. MF is in receipt of a Rosetrees Trust studentship (A1698)