Optimization and validation of low-field MP2RAGE T 1 mapping on 0.35T MR-Linac: Toward adaptive dose painting with hypoxia biomarkers

Stereotactic MR-guided Adaptive Radiation Therapy (SMART) dose painting for hypoxia has potential to improve treatment outcomes, but clinical implementation on low-field MR-Linac faces substantial challenges due to dramatically lower signal-to-noise ratio (SNR) characteristics. While quantitative MR...

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Veröffentlicht in:Medical physics (Lancaster) 2024-11, Vol.51 (11), p.8124-8140
Hauptverfasser: Park, Claire Keun Sun, Warner, Noah Stanley, Kaza, Evangelia, Sudhyadhom, Atchar
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Sprache:eng
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Zusammenfassung:Stereotactic MR-guided Adaptive Radiation Therapy (SMART) dose painting for hypoxia has potential to improve treatment outcomes, but clinical implementation on low-field MR-Linac faces substantial challenges due to dramatically lower signal-to-noise ratio (SNR) characteristics. While quantitative MRI and T mapping of hypoxia biomarkers show promise, T -to-noise ratio (T NR) optimization at low fields is paramount, particularly for the clinical implementation of oxygen-enhanced (OE)-MRI. The 3D Magnetization Prepared (2) Rapid Gradient Echo (MP2RAGE) sequence stands out for its ability to acquire homogeneous T -weighted contrast images with simultaneous T mapping. To optimize MP2RAGE for low-field T mapping; conduct experimental validation in a ground-truth phantom; establish feasibility and reproducibility of low-field MP2RAGE acquisition and T mapping in healthy volunteers. The MP2RAGE optimization was performed to maximize the contrast-to-noise ratio (CNR) of T values in white matter (WM) and gray matter (GM) brain tissues at 0.35T. Low-field MP2RAGE images were acquired on a 0.35T MR-Linac (ViewRay MRIdian) using a multi-channel head coil. Validation of T mapping was performed with a ground-truth Eurospin phantom, containing inserts of known T values (400-850 ms), with one and two average (1A and 2A) MP2RAGE scans across four acquisition sessions, resulting in eight T maps. Mean (± SD) T relative error, T NR, and intersession coefficient of variation (CV) were determined. Whole-brain MP2RAGE scans were acquired in 5 healthy volunteers across two sessions (A and B) and T maps were generated. Mean (± SD) T values for WM and GM were determined. Whole-brain T histogram analysis was performed, and reproducibility was determined with the CV between sessions. Voxel-by-voxel T difference maps were generated to evaluate 3D spatial variation. Low-field MP2RAGE optimization resulted in parameters: MP2RAGE of 3250 ms, inversion times (TI /TI ) of 500/1200 ms, and flip angles (α /α ) of 7/5°. Eurospin T maps exhibited a mean (± SD) relative error of 3.45% ± 1.30%, T NR of 20.13 ± 5.31, and CV of 2.22% ± 0.67% across all inserts. Whole-brain MP2RAGE images showed high anatomical quality with clear tissue differentiation, resulting in mean (± SD) T values: 435.36 ± 10.01 ms for WM and 623.29 ± 14.64 ms for GM across subjects, showing excellent concordance with literature. Whole-brain T histograms showed high intrapatient and intersession reproducibility with character
ISSN:0094-2405
2473-4209
DOI:10.1002/mp.17353