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| Item Type: | Article |
|---|---|
| Title: | Longitudinal multifrequency MR elastography reveals biomechanical signatures of progression in a translational liver tumor model |
| Creators: |
Ramtke, Justus  ORCID: https://orcid.org/0009-0009-6010-8340, Hesse, Friederike ORCID: https://orcid.org/0000-0001-5427-7564, Noack, Lasse ORCID: https://orcid.org/0009-0007-8365-6716, Klockner, Justus, He, Yubei ORCID: https://orcid.org/0000-0001-6224-2441, Liu, Yu, Wu, Yanglei, Schmidt, Robin ORCID: https://orcid.org/0000-0003-0012-2799, Saclier, Selma ORCID: https://orcid.org/0009-0007-1698-2204, Abosabie, Salma A S ORCID: https://orcid.org/0000-0002-3040-2364, Meyer, Tom, Ruppel, Richard ORCID: https://orcid.org/0009-0002-7081-0300, Berndt, Nikolaus ORCID: https://orcid.org/0000-0001-5594-9940, Mülleder, Michael ORCID: https://orcid.org/0000-0001-9792-3861, Schellenberger, Eyk ORCID: https://orcid.org/0000-0003-4096-6865, Beindorff, Nicola ORCID: https://orcid.org/0000-0001-9126-3356, Müller, Dominik N ORCID: https://orcid.org/0000-0003-3650-5644, Sack, Ingolf ORCID: https://orcid.org/0000-0003-2460-1444, Guo, Jing ORCID: https://orcid.org/0000-0002-1170-8157, Goldberg, Shraga Nahum and Savic, Lynn Jeanette ORCID: https://orcid.org/0000-0003-2115-6728
|
| 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. |
| Keywords: | Apparent Diffusion Coefficient, Biomechanical Imaging Markers, Collagen, Glycosaminoglycans, Liver Tumor Progression, Multifrequency Magnetic Resonance Elastography, New Zealand White Rabbit, Proteoglycans, VX2, Animals, Rabbits |
| Source: | Advanced Science |
| ISSN: | 2198-3844 |
| Publisher: | Wiley |
| Page Range: | e77626 |
| Date: | 16 September 2026 |
| Official Publication: | https://doi.org/10.1002/advs.77626 |
| PubMed: | View item in PubMed |
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