DSC-MRI Fractional Tumor Burden (FTB) Maps: An Early Predictor of Response to Tumor Treating Fields in Glioblastoma
Motivation: Tumor treating fields (TTFields) is a novel treatment modality for patients with newly diagnosed and recurrent glioblastoma (GBM). How to best monitor response to TTFields remains unclear with conventional MRI shown to be unreliable. Goal(s): Fractional tumor burden (FTB) maps, derived from DSC-MRI perfusion imaging, were evaluated for this purpose. Approach: Conventional and perfusion MRI data were collected before and up to 6 months after TTField treatment. Changes in conventional and FTB metrics were evaluated for their ability to predict outcomes. Results: Change in FTB at 1-2 months post treatment initiation provide an early indicator of response to TTFields. Impact: Use of perfusion-derived fractional tumor burden (FTB), as an early indicator of response to Tumor Treating Fields, overcomes current limitations with conventional MRI that should substantially alter how these patients are managed.
Authors
- Kathleen M. Schmainda (ORCID: https://orcid.org/0000-0001-6402-2602)
- Melissa Prah (ORCID: https://orcid.org/0000-0001-9775-9926)
- Jennifer Connelly (ORCID: https://orcid.org/0000-0002-6122-8573)
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
- 2025-09-16
- DOI
- https://doi.org/10.58530/2025/2535
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00