Optimizing early response assessment in glioblastoma using diffusion imaging on a 1.5T MR-Linac
Motivation: Early response assessment for glioblastoma may be possible using regions of low apparent diffusion coefficient (low-ADC) during MRI-linear accelerator (MR-Linac) treatment, but low-ADC definition has not been optimized. Goal(s): Optimize definition of low-ADC for correlation with progression-free survival. Approach: We defined low-ADC regions from near-daily diffusion-weighted imaging and weekly contrast-enhanced T1-weighted imaging for 41 glioblastoma patients during MR-Linac treatment (3-6 weeks). We compared correlation strength across b-values (800 versus 2000s/mm2) and ADC thresholds (0.7 to 2.0μm2/ms). Results: The optimal b-value/threshold combination was b=800s/mm2 and 1.2μm2/ms (correlation for weeks 2-6). Impact: We showed that early response assessment in glioblastoma during radiotherapy is possible with weekly acquisition of ADC maps and contrast-enhanced T1-weighted imaging on MR-Linacs. Low-ADC regions could serve as targets for radiotherapy dose escalation to potentially extend patient survival.
Authors
- Angus Lau (ORCID: https://orcid.org/0000-0002-9604-394X)
- Arjun Sahgal (ORCID: https://orcid.org/0000-0001-7991-8970)
- Liam Lawrence (ORCID: https://orcid.org/0000-0003-2070-8308)
- Greg J. Stanisz (ORCID: https://orcid.org/0000-0002-9488-7612)
- Pejman Maralani (ORCID: https://orcid.org/0000-0001-9975-4379)
- Brige Chugh
- Sunit Das (ORCID: https://orcid.org/0000-0002-2146-4168)
- Hany Soliman (ORCID: https://orcid.org/0000-0003-2824-2100)
- Sten Myrehaug (ORCID: https://orcid.org/0000-0002-5765-1969)
- Mark Ruschin
- Aimee Theriault
- Chia‐Lin Tseng (ORCID: https://orcid.org/0000-0002-3700-0886)
- Mary Jane Lim-Fat (ORCID: https://orcid.org/0000-0002-4317-5770)
- J. M. Stewart
- Jay Detksy
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2024-11-26
- DOI
- https://doi.org/10.58530/2024/0366
- Primary Topic
- Advanced Neuroimaging Techniques and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00