Towards fully in-line single-voxel MRI spectroscopy for 2HG quantification as an IDH biomarker – can it eventually reach clinical use?
Motivation: 2HG is a biomarker of IDH-mutation status in brain gliomas and could benefit the clinic but lack of accessible acquisition and analysis approaches hamper adoption. Goal(s): Our goal was to remove barriers to 2GH-MRS in clinical workflow through use of available sequences, feasible scan time and in-line analysis methods. Approach: Fully blinded analysis of clinically achievable MRI spectroscopy (PRESS 97ms) data using non-clinical and vendor software was compared with histopathologic IDH status. Results: Approach was feasible and yielded similar accuracy to previously reported edited-MRS methods. Both analyses showed acceptable ROC but inline implementation was more challenging in borderline cases and some non-glial tumours. Impact: 2HG-MRS achieved with routinely available acquisition in clinical workflow and translated to inline analysis software could promote 2HG as a usable biomarker for IDH status in practice.
Authors
- Santosh Poonnoose (ORCID: https://orcid.org/0000-0002-9486-4904)
- Andrew A. Dwyer (ORCID: https://orcid.org/0000-0002-7023-6794)
- Benjamin Crouch
- Marc Agzarian (ORCID: https://orcid.org/0000-0002-2562-0340)
- Minh‐Son To (ORCID: https://orcid.org/0000-0002-8060-6218)
- Angela Walls (ORCID: https://orcid.org/0000-0001-9489-2991)
- Stephanie Withey
- Cherie Raven
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
- 2025-09-16
- DOI
- https://doi.org/10.58530/2025/2400
- Primary Topic
- Glioma Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00