Accuracy and precision of apparent diffusion coefficient measurements on a 1.5 T MR-Linac in central nervous system tumour patients

Liam S. P. Lawrence, Rachel W. Chan, Hanbo Chen, Brian Keller, James Stewart, Mark Ruschin, Brige Chugh, Mikki Campbell, Aimee Theriault, Greg J. Stanisz, Scott MacKenzie, Sten Myrehaug, Jay Detsky, Pejman J. Maralani, Chia-Lin Tseng, Greg J. Czarnota, Arjun Sahgal, Angus Z. Lau

Research output: Contribution to journalArticlepeer-review

Abstract

Background and purpose: MRI linear accelerators (MR-Linacs) may allow treatment adaptation to be guided by quantitative MRI including diffusion-weighted imaging (DWI). The aim of this study was to evaluate the accuracy and precision of apparent diffusion coefficient (ADC) measurements from DWI on a 1.5 T MR-Linac in patients with central nervous system (CNS) tumours through comparison with a diagnostic scanner. Materials and methods: CNS patients were treated using a 1.5 T Elekta Unity MR-Linac. DWI was acquired during MR-Linac treatment and on a Philips Ingenia 1.5 T. The agreement between the two scanners on median ADC over the gross tumour/clinical target volumes (GTV/CTV) and in brain regions (white/grey matter, cerebrospinal fluid (CSF)) was computed. Repeated scans were used to estimate ADC repeatability. Daily changes in ADC over the GTV of high-grade gliomas were characterized from MR-Linac scans. Results: DWI from 59 patients was analyzed. MR-Linac ADC measurements showed a small bias relative to Ingenia measurements in white matter, grey matter, GTV, and CTV (bias: –0.05 ± 0.03, –0.08 ± 0.05, –0.1 ± 0.1, –0.08 ± 0.07 μm2/ms). ADC differed substantially in CSF (bias: –0.5 ± 0.3 μm2/ms). The repeatability of MR-Linac ADC over white/grey matter was similar to previous reports (coefficients of variation for median ADC: 1.4%/1.8%). MR-Linac ADC changes in the GTV were detectable. Conclusions: It is possible to obtain ADC measurements in the brain on a 1.5 T MR-Linac that are comparable to those of diagnostic-quality scanners. This technical validation study adds to the foundation for future studies that will correlate brain tumour ADC with clinical outcomes.
Original languageEnglish
Pages (from-to)155-162
Number of pages8
JournalRadiotherapy and Oncology
Volume164
DOIs
Publication statusPublished - 2021

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