Investigation of hepatic inflammation via viscoelasticity at low and high mechanical frequencies - A magnetic resonance elastography study

Christian Bayerl, Yasmine Safraou, Rolf Reiter, Vanessa Proß, Kai Lehmann, Anja A. Kühl, Mehrgan Shahryari, Bernd Hamm, Ingolf Sack, Marcus R. Makowski, Jürgen Braun, Patrick Asbach

Research output: Contribution to journalArticlepeer-review

Abstract

Purpose: To study the potential of viscoelastic parameters such as liver stiffness, loss tangent (marker of viscous properties) and viscoelastic dispersion to detect hepatic inflammation by in-vivo and ex-vivo MR elastography (MRE) at low and high vibration frequencies. Methods: 15 patients scheduled for liver tumor resection surgery were prospectively enrolled in this IRB-approved study and underwent multifrequency in-vivo MRE (30–60Hz) at 1.5-T prior to surgery. Immediately after liver resection, tumor-free tissue specimens were examined with ex-vivo MRE (0.8–2.8 kHz) at 0.5-T and histopathologic analysis including NAFLD activity score (NAS) and inflammation score (I-score) as sum of histological sub-features of inflammation. Results: In-vivo, in regions where tissue samples were obtained, the loss tangent correlated with the I-score (R = 0.728; p = 0.002) and c-dispersion (stiffness dispersion over frequency) correlated with lobular inflammation (R = −0.559; p = 0.030). In a subgroup of patients without prior chemotherapy, c-dispersion correlated with I-score also in the whole liver (R = −0.682; p = 0.043). ROC analysis of the loss tangent for predicting the I-score showed a high AUC for I ≥ 1 (0.944; p = 0.021), I ≥ 2 (0.804; p = 0.049) and I ≥ 3 (0.944; p = 0.021). Ex-vivo MRE was not sensitive to inflammation, whereas strong correlations were observed between fibrosis and stiffness (R = 0.589; p = 0.021), penetration rate (R = 0.589; p = 0.021), loss tangent (R = −0.629; p = 0.012), and viscoelastic model parameters (spring-pot powerlaw exponent, R = −0.528; p = 0.043; spring-pot shear modulus, R = 0.589; p = 0.021). Conclusion: Our results suggest that c-dispersion of the liver is sensitive to inflammation when measured in-vivo in the low dynamic range (30–60Hz), while at higher frequencies (0.8–2.8 kHz) viscoelastic parameters are dominated by fibrosis.

Original languageEnglish
Article number106711
JournalJournal of the Mechanical Behavior of Biomedical Materials
Volume160
DOIs
StatePublished - Dec 2024

Keywords

  • Extracellular matrix
  • Fibrosis
  • Inflammation
  • Liver
  • MR elastography

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