Tumour mechanics and vascular fractality quantification via MR-Elastography to gauge therapy response in liver metastasis
Motivation: Combination therapies using cytotoxic and anti-angiogenic drugs for hepatic metastases from colorectal cancer are currently presenting radiological challenges for monitoring treatment efficacy Goal(s): Can vascular architecture quantified through its fractality and measured non-invasively via multi-frequency MRE be used to gauge response to novel combination therapies acting on cells and vessels simultaneously Approach: The study used multifrequency MRE to measure the Hurst index, quantifying vascular fractality in murine models treated with different therapies. Results: The combination of BEVACIZUMAB and FOLFOX normalized tumor vascular organization, significantly impacting vascular fractality as compared to single drug treatments. Invivo and histological vessel fractality match. Impact: This approach offers a non-invasive biomarker for evaluating therapies, advancing personalized treatments for liver metastases
Authors
- Valérie Vilgrain (ORCID: https://orcid.org/0000-0002-3568-7725)
- Giacomo Annio (ORCID: https://orcid.org/0000-0002-0646-635X)
- Sverre Holm (ORCID: https://orcid.org/0000-0002-2273-705X)
- Samira Laouirem (ORCID: https://orcid.org/0000-0002-7113-4036)
- Valérie Paradis (ORCID: https://orcid.org/0000-0003-3142-3762)
- Asma Boumaza
- Gabrielle Mangin (ORCID: https://orcid.org/0000-0002-1020-7473)
- Knut Sølna (ORCID: https://orcid.org/0000-0002-8508-8288)
- Ralph Sinkus
- Miguel Albuquerque (ORCID: https://orcid.org/0000-0001-7311-1623)
- Jake Penney
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/10.58530/2025/2683
- Primary Topic
- Radiomics and Machine Learning in Medical Imaging
- Type
- article
- Field-Weighted Citation Impact
- 0.00