Longitudinal Multifrequency MR Elastography Reveals Biomechanical Signatures of Progression in a Translational Liver Tumor Model

Conventional magnetic resonance imaging (MRI) often detects liver tumors after morphologic and vascular changes become apparent, whereas biomechanical alterations may precede visible tumor formation. Here, we evaluate multifrequency magnetic resonance elastography (mMRE)-derived shear wave speed (SWS) and phase angle (ϕ) covering stiffness and viscosity as non-invasive biomechanical imaging markers for liver cancer formation and progression in a translational rabbit model. VX2 liver tumor-bearing New Zealand White rabbits underwent five longitudinal multiparametric MRI scans over 14 days, including mMRE at clinically relevant frequencies on a 3 Tesla scanner. SWS and ϕ maps were compared with apparent diffusion coefficient (ADC) maps, histopathology, and proteomics. Tumor SWS and ϕ increased 2-3 days after implantation and were significantly higher than liver at two weeks (SWS: p = .002; ϕ: p = .008). Tumor ADC decreased significantly only from days 11-13 onward (day 14: p = .02). Histopathology and proteomics demonstrated tumoral enrichment of collagen, proteoglycan, and glycosaminoglycan pathways compared to liver, suggesting matrix remodeling as a key contributor to increased stiffness and viscosity measured by mMRE. The early elevation of SWS and ϕ preceding ADC changes highlights mMRE as a promising tool for detecting tumor-associated biomechanical remodeling and enabling earlier liver cancer diagnosis and monitoring beyond conventional MRI.

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Publication Details

Journal
Advanced Science
Published
2026-09-16
DOI
https://doi.org/10.1002/advs.77626
Primary Topic
Ultrasound Imaging and Elastography
Type
article
Field-Weighted Citation Impact
0.00

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article

Longitudinal Multifrequency MR Elastography Reveals Biomechanical Signatures of Progression in a Translational Liver Tumor Model

Salma AS Abosabie, Richard Ruppel, Eyk Schellenberger, R Schmidt et al.
Advanced Science
Ultrasound Imaging and Elastography
article

Longitudinal Multifrequency MR Elastography Reveals Biomechanical Signatures of Progression in a Translational Liver Tumor Model

Salma AS Abosabie, Richard Ruppel, Eyk Schellenberger, R Schmidt, Jing Guo, Nikolaus Berndt, Tom Meyer, Nicola Beindorff, Ingolf Sack, Michael Mülleder, Friederike Hesse, Lynn Jeanette Savic, Dominik N. Müller, Yanglei Wu, Yü Liu, Justus Ramtke, Lasse Noack, Justus Klockner, Selma Saclier, Yubei He, Shraga Nahum Goldberg
article en

Abstract

Conventional magnetic resonance imaging (MRI) often detects liver tumors after morphologic and vascular changes become apparent, whereas biomechanical alterations may precede visible tumor formation. Here, we evaluate multifrequency magnetic resonance elastography (mMRE)-derived shear wave speed (SWS) and phase angle (ϕ) covering stiffness and viscosity as non-invasive biomechanical imaging markers for liver cancer formation and progression in a translational rabbit model. VX2 liver tumor-bearing New Zealand White rabbits underwent five longitudinal multiparametric MRI scans over 14 days, including mMRE at clinically relevant frequencies on a 3 Tesla scanner. SWS and ϕ maps were compared with apparent diffusion coefficient (ADC) maps, histopathology, and proteomics. Tumor SWS and ϕ increased 2-3 days after implantation and were significantly higher than liver at two weeks (SWS: p = .002; ϕ: p = .008). Tumor ADC decreased significantly only from days 11-13 onward (day 14: p = .02). Histopathology and proteomics demonstrated tumoral enrichment of collagen, proteoglycan, and glycosaminoglycan pathways compared to liver, suggesting matrix remodeling as a key contributor to increased stiffness and viscosity measured by mMRE. The early elevation of SWS and ϕ preceding ADC changes highlights mMRE as a promising tool for detecting tumor-associated biomechanical remodeling and enabling earlier liver cancer diagnosis and monitoring beyond conventional MRI.

Advanced Science
Max Delbrück Center (DE), University of Würzburg (DE), Hadassah Medical Center (IL), Yale University (US), Humboldt-Universität zu Berlin (DE), Universitätsklinikum Würzburg (DE), German Centre for Cardiovascular Research (DE), Berlin Institute of Health at Charité - Universitätsmedizin Berlin (DE), German Institute of Human Nutrition (DE), Freie Universität Berlin (DE), Charité - Universitätsmedizin Berlin (DE), Otto-von-Guericke-Universität Magdeburg (DE)
Deutsche Forschungsgemeinschaft
Good health and well-being
Openalex Percentile: Top 11%
Ultrasound Imaging and Elastography
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