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

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
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article

Towards fully in-line single-voxel MRI spectroscopy for 2HG quantification as an IDH biomarker – can it eventually reach clinical use?

Santosh Poonnoose, Andrew A. Dwyer, Benjamin Crouch, Marc Agzarian 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
Glioma Diagnosis and Treatment
article

Towards fully in-line single-voxel MRI spectroscopy for 2HG quantification as an IDH biomarker – can it eventually reach clinical use?

Santosh Poonnoose, Andrew A. Dwyer, Benjamin Crouch, Marc Agzarian, Minh‐Son To, Angela Walls, Stephanie Withey, Cherie Raven
article en

Abstract

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.

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
Openalex Percentile: Top 66%
Glioma Diagnosis and Treatment
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Towards fully in-line single-voxel MRI spectroscopy for 2HG quantification as an IDH biomarker – can it eventually reach clinical use? — Santosh Poonnoose, Andrew A. Dwyer, 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 (2025) | TGRS Research Map | TGRS