Molecular Profiling Distinguishes HCC Metabotypes Identified on Hyperpolarized 1-13C Pyruvate Magnetic Resonance Spectroscopy

Motivation: While hyperpolarized 1-13C Pyruvate Magnetic Resonance Spectroscopy holds great promise for in vivo profiling of cellular metabolism, the molecular alterations underlying the observed metabolic phenotypes (metabotypes) remain understudied. Goal(s): We sought to characterize the molecular features contributing to the metabotypes identified on Hyperpolarized 1-13C Pyruvate MRS in hepatocellular carcinoma (HCC). Approach: We integrated transcriptomic and proteomic profiling together with hyperpolarized 1-13C Pyruvate MRS of HCC patient-derived xenografts (PDX) that recapitulate the diversity of gene and protein expression observed in patients. Results: Our data suggest that hyperpolarized 1-13C Pyruvate MRS distinguishes HCC metabotypes based on MCT4 expression. Impact: By applying clinically relevant PDX models of HCC harboring naturally occurring variability in expression of metabolic enzymes and transporters, our data provide critical insights into the interpretation of hyperpolarized 1-13C Pyruvate MRS during clinical translation.

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Publication Details

Journal
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Published
2024-11-26
DOI
https://doi.org/10.58530/2024/3061
Primary Topic
Advanced NMR Techniques and Applications
Type
article
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article

Molecular Profiling Distinguishes HCC Metabotypes Identified on Hyperpolarized 1-13C Pyruvate Magnetic Resonance Spectroscopy

Daniel Ackerman, Stephen Kadlecek, Bukola Adebesin, Alexander I. Zavriyev et al.
Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
Advanced NMR Techniques and Applications
article

Molecular Profiling Distinguishes HCC Metabotypes Identified on Hyperpolarized 1-13C Pyruvate Magnetic Resonance Spectroscopy

Daniel Ackerman, Stephen Kadlecek, Bukola Adebesin, Alexander I. Zavriyev, Molly Sheehan, T. Gade, Md Ariful Islam, David Tischfield, Aayush Bendre
article en

Abstract

Motivation: While hyperpolarized 1-13C Pyruvate Magnetic Resonance Spectroscopy holds great promise for in vivo profiling of cellular metabolism, the molecular alterations underlying the observed metabolic phenotypes (metabotypes) remain understudied. Goal(s): We sought to characterize the molecular features contributing to the metabotypes identified on Hyperpolarized 1-13C Pyruvate MRS in hepatocellular carcinoma (HCC). Approach: We integrated transcriptomic and proteomic profiling together with hyperpolarized 1-13C Pyruvate MRS of HCC patient-derived xenografts (PDX) that recapitulate the diversity of gene and protein expression observed in patients. Results: Our data suggest that hyperpolarized 1-13C Pyruvate MRS distinguishes HCC metabotypes based on MCT4 expression. Impact: By applying clinically relevant PDX models of HCC harboring naturally occurring variability in expression of metabolic enzymes and transporters, our data provide critical insights into the interpretation of hyperpolarized 1-13C Pyruvate MRS during clinical translation.

Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
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Openalex Percentile: Top 83%
Advanced NMR Techniques and Applications
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