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

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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
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article

Tumour mechanics and vascular fractality quantification via MR-Elastography to gauge therapy response in liver metastasis

Valérie Vilgrain, Giacomo Annio, Sverre Holm, Samira Laouirem et al.
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
Radiomics and Machine Learning in Medical Imaging
article

Tumour mechanics and vascular fractality quantification via MR-Elastography to gauge therapy response in liver metastasis

Valérie Vilgrain, Giacomo Annio, Sverre Holm, Samira Laouirem, Valérie Paradis, Asma Boumaza, Gabrielle Mangin, Knut Sølna, Ralph Sinkus, Miguel Albuquerque, Jake Penney
article en

Abstract

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

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
Openalex Percentile: Top 65%
Radiomics and Machine Learning in Medical Imaging
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Tumour mechanics and vascular fractality quantification via MR-Elastography to gauge therapy response in liver metastasis — Valérie Vilgrain, Giacomo Annio, et al. · 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 (2025) | TGRS Research Map | TGRS