Multi-center diffusion-weighted MRI validation for 0.35T MR-Linac

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Authors: Siamak Nejad-Davarani, Natalia S Lutsik, Kathryn Elizabeth Mittauer, Nema Bassiri-Gharb, Joseph Weygand, Tess Armstrong, Shyam Pokharel, Suresh B. Rana, Hui Wang, Alonso N. Gutiérrez, Michael E. Kasper, Eric A. Mellon
Cited by: 1
References: 23

Abstract

BACKGROUND: MR-linac (MRL)-based radiotherapy allows daily anatomical and physiological imaging for adaptive treatment. Apparent diffusion coefficient (ADC) derived from diffusion-weighted imaging (DWI) is a quantitative biomarker correlated with tumor cellularity and response. Verifying ADC repeatability and reproducibility across centers is key for multi-center physiological adaptive radiotherapy trials on low-field MRLs. METHODS: . Reproducibility was assessed across four institutions using brain and torso coils. Repeatability was evaluated with four scans at one site. To assess gantry angle effects, scans were repeated at the angle inducing highest distortion. Coefficient of variation (COV) and normalized deviation from reference ADC values were calculated. RESULTS: Using three b-values, COVs on a single MRL ranged 0.339-2.914% (brain coil) and 0.466-6.902% (torso coil); and with ten b-values, ranged 0.196-3.679% and 0.408-6.699%, respectively. Multi-site COVs ranged 0.329-3.413% (three b-values) and 0.499-2.420% (ten b-values) using brain coil, and 0.267-4.442% and 0.381-5.357% with torso coil. At zero-degree gantry angle, normalized root mean squared error (nRMSE) ranged 2.857-3.538% (single MRL) and 3.015-3.952% (multi-center). Distortion increased nRMSE to 10.767% and 6.236% with three and ten b-values, respectively. SIGNIFICANCE: These findings demonstrate excellent repeatability and reproducibility of ADC values on low-field MRLs across coils and b-value sets, supporting its use as a reliable biomarker in multi-center adaptive radiotherapy trials.

Fields of Study & Subjects

MRI in cancer diagnosis Advanced Neuroimaging Techniques and Applications Advanced MRI Techniques and Applications

Publication details

Journal / source
Physica Medica
Publisher
Elsevier BV
Volume
142
Pages
105726–105726
Publication date
19 January 2026
Language
EN