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

32 Citations (Scopus)

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 - Nov 2021

Bibliographical note

Publisher Copyright:
© 2021 Elsevier B.V.

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

  1. SDG 3 - Good Health and Well-being
    SDG 3 Good Health and Well-being

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