Toward Hypoxia Imaging for Adaptive Dose Painting: Optimization of MP2RAGE for T1 Mapping in a Low-Field 0.35T MR-Linac (MRL)

Motivation: Stereotactic MR-guided Adaptive Radiation Therapy (SMART) ‘dose painting’ for hypoxia can improve treatment outcomes, but implementation on MR-Linac (MRL) faces low-field SNR challenges. Optimization of T1-to-noise ratio at 0.35T will enable clinical implementation of oxygen-enhanced (OE)-MRI. Goal(s): Develop and validate an optimized MP2RAGE sequence for low-field T1 mapping, establish feasibility and evaluate reproducibility in phantoms and healthy subjects. Approach: We optimized and validated an MP2RAGE sequence with simulations and a ground-truth phantom. T1 mapping feasibility was established in healthy subjects, variability and reproducibility was assessed. Results: A clinically feasible optimized low-field MP2RAGE protocol was developed, yielding accurate and reproducible T1 mapping. Impact: This work builds a foundation towards clinically feasible hypoxia imaging for low-field MRL. This would facilitate a paradigm shift toward MR-guided biological adaptation and dose painting, leveraging the spatial distribution of hypoxia, and improving patient outcomes in conventionally challenging-to-treat cancers.

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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/10.58530/2024/0446
Primary Topic
Medical Imaging Techniques and Applications
Type
article
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article

Toward Hypoxia Imaging for Adaptive Dose Painting: Optimization of MP2RAGE for T1 Mapping in a Low-Field 0.35T MR-Linac (MRL)

Atchar Sudhyadhom, Noah Warner, Evangelia Kaza, Claire Park
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
Medical Imaging Techniques and Applications
article

Toward Hypoxia Imaging for Adaptive Dose Painting: Optimization of MP2RAGE for T1 Mapping in a Low-Field 0.35T MR-Linac (MRL)

Atchar Sudhyadhom, Noah Warner, Evangelia Kaza, Claire Park
article en

Abstract

Motivation: Stereotactic MR-guided Adaptive Radiation Therapy (SMART) ‘dose painting’ for hypoxia can improve treatment outcomes, but implementation on MR-Linac (MRL) faces low-field SNR challenges. Optimization of T1-to-noise ratio at 0.35T will enable clinical implementation of oxygen-enhanced (OE)-MRI. Goal(s): Develop and validate an optimized MP2RAGE sequence for low-field T1 mapping, establish feasibility and evaluate reproducibility in phantoms and healthy subjects. Approach: We optimized and validated an MP2RAGE sequence with simulations and a ground-truth phantom. T1 mapping feasibility was established in healthy subjects, variability and reproducibility was assessed. Results: A clinically feasible optimized low-field MP2RAGE protocol was developed, yielding accurate and reproducible T1 mapping. Impact: This work builds a foundation towards clinically feasible hypoxia imaging for low-field MRL. This would facilitate a paradigm shift toward MR-guided biological adaptation and dose painting, leveraging the spatial distribution of hypoxia, and improving patient outcomes in conventionally challenging-to-treat cancers.

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
Good health and well-being
Openalex Percentile: Top 63%
Medical Imaging Techniques and Applications
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Toward Hypoxia Imaging for Adaptive Dose Painting: Optimization of MP2RAGE for T1 Mapping in a Low-Field 0.35T MR-Linac (MRL) — Atchar Sudhyadhom, Noah Warner, 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 (2024) | TGRS Research Map | TGRS