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.
Authors
- Daniel Ackerman (ORCID: https://orcid.org/0000-0002-3466-5444)
- Stephen Kadlecek (ORCID: https://orcid.org/0000-0002-5131-7994)
- Bukola Adebesin
- Alexander I. Zavriyev (ORCID: https://orcid.org/0000-0003-3383-0724)
- Molly Sheehan (ORCID: https://orcid.org/0000-0001-9114-5528)
- T. Gade (ORCID: https://orcid.org/0000-0001-8783-0661)
- Md Ariful Islam (ORCID: https://orcid.org/0000-0002-8791-6120)
- David Tischfield
- Aayush Bendre
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
- Field-Weighted Citation Impact
- 0.00