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Accurate, repeatable, and geometrically precise diffusion-weighted imaging on a 0.35 T magnetic resonance imaging-guided linear accelerator.

Authors :
Weygand J
Armstrong T
Bryant JM
Andreozzi JM
Oraiqat IM
Nichols S
Liveringhouse CL
Latifi K
Yamoah K
Costello JR
Frakes JM
Moros EG
El Naqa IM
Naghavi AO
Rosenberg SA
Redler G
Source :
Physics and imaging in radiation oncology [Phys Imaging Radiat Oncol] 2023 Nov 08; Vol. 28, pp. 100505. Date of Electronic Publication: 2023 Nov 08 (Print Publication: 2023).
Publication Year :
2023

Abstract

Background and Purpose: Diffusion weighted imaging (DWI) allows for the interrogation of tissue cellularity, which is a surrogate for cellular proliferation. Previous attempts to incorporate DWI into the workflow of a 0.35 T MR-linac (MRL) have lacked quantitative accuracy. In this study, accuracy, repeatability, and geometric precision of apparent diffusion coefficient (ADC) maps produced using an echo planar imaging (EPI)-based DWI protocol on the MRL system is illustrated, and in vivo potential for longitudinal patient imaging is demonstrated.<br />Materials and Methods: Accuracy and repeatability were assessed by measuring ADC values in a diffusion phantom at three timepoints and comparing to reference ADC values. System-dependent geometric distortion was quantified by measuring the distance between 93 pairs of phantom features on ADC maps acquired on a 0.35 T MRL and a 3.0 T diagnostic scanner and comparing to spatially precise CT images. Additionally, for five sarcoma patients receiving radiotherapy on the MRL, same-day in vivo ADC maps were acquired on both systems, one of which at multiple timepoints.<br />Results: Phantom ADC quantification was accurate on the 0.35 T MRL with significant discrepancies only seen at high ADC. Average geometric distortions were 0.35 (±0.02) mm and 0.85 (±0.02) mm in the central slice and 0.66 (±0.04) mm and 2.14 (±0.07) mm at 5.4 cm off-center for the MRL and diagnostic system, respectively. In the sarcoma patients, a mean pretreatment ADC of 910x10 <superscript>-6</superscript> (±100x10 <superscript>-6</superscript> ) mm <superscript>2</superscript> /s was measured on the MRL.<br />Conclusions: The acquisition of accurate, repeatable, and geometrically precise ADC maps is possible at 0.35 T with an EPI approach.<br />Competing Interests: The authors declare the following financial interests/personal relationships which may be considered as potential competing interests: JW, the first and corresponding author, has nothing to declare. Amongst the coauthors, TA was an employee of ViewRay, Inc at the time this work was performed and owned ViewRay, Inc stocks at that time. EGM, JMF, and SAR have been supported by a grant/contract from ViewRay, Inc. KL and SAR have consulted for ViewRay, Inc.<br /> (© 2023 The Author(s).)

Details

Language :
English
ISSN :
2405-6316
Volume :
28
Database :
MEDLINE
Journal :
Physics and imaging in radiation oncology
Publication Type :
Academic Journal
Accession number :
38045642
Full Text :
https://doi.org/10.1016/j.phro.2023.100505