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DOI 10.1016/j.jmbbm.2025.107282

Медицинская библиотека · Journal of the mechanical behavior of biomedical materials · 2025

Viscoelastic phenotyping of meningiomas reveals biomechanical classes and intratumoral heterogeneity.

Aunan-Diop Jan Saip, Bonilla José, Halle Bo, Pedersen Christian Bonde, Friismose Ancuta Ioana, Mussmann Bo, Poulsen Frantz Rom

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Аннотация

Tumor consistency influences meningioma handling during surgery, but systematic biomechanical classifications are lacking. In this prospective study, 129 tumor slices from 20 meningiomas underwent amplitude-sweep oscillatory rheometry (1-100% strain, 1 Hz) to characterize storage modulus (G'), loss modulus (G″), damping (tan δ), yield strain, and strain stiffening. Curves were normalized, embedded by principal component analysis, and subjected to unsupervised clustering. Three reproducible viscoelastic phenotypes were identified (Cluster A: 29%, B: 61%, C: 9%) that differed significantly across baseline stiffness, stiffening slope, yield strain, and damping (all q < 1 × 10-7). Cluster C, defined by high stiffness and elevated dissipation, was strongly associated with intraoperative hard grading (OR 82.8, 95% CI 11.0-623.2, p < 0.0001). Tumor-level stiffness index correlated with overall consistency (ρ = 0.48, p = 0.033), and the hard-phenotype fraction tracked both maximum (ρ = 0.54, p = 0.013) and minimum consistency (ρ = 0.53, p = 0.017). Entropy-based heterogeneity did not predict surgical consistency range. Clustering robustness was confirmed by bootstrap (ARI 0.81) and leave-one-tumor-out analysis (ARI 0.79). These findings suggest a quantitative biomechanical classification of meningiomas directly linked to operative handling.

Для цитирования: Aunan-Diop Jan Saip, Bonilla José, Halle Bo, Pedersen Christian Bonde, Friismose Ancuta Ioana, Mussmann Bo, Poulsen Frantz Rom. Viscoelastic phenotyping of meningiomas reveals biomechanical classes and intratumoral heterogeneity.. Journal of the mechanical behavior of biomedical materials. 2025. DOI: 10.1016/j.jmbbm.2025.107282.

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