TY - JOUR
T1 - Investigation of hepatic inflammation via viscoelasticity at low and high mechanical frequencies - A magnetic resonance elastography study
AU - Bayerl, Christian
AU - Safraou, Yasmine
AU - Reiter, Rolf
AU - Proß, Vanessa
AU - Lehmann, Kai
AU - Kühl, Anja A.
AU - Shahryari, Mehrgan
AU - Hamm, Bernd
AU - Sack, Ingolf
AU - Makowski, Marcus R.
AU - Braun, Jürgen
AU - Asbach, Patrick
N1 - Publisher Copyright:
© 2024 The Authors
PY - 2024/12
Y1 - 2024/12
N2 - 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.
AB - 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.
KW - Extracellular matrix
KW - Fibrosis
KW - Inflammation
KW - Liver
KW - MR elastography
UR - http://www.scopus.com/inward/record.url?scp=85203178353&partnerID=8YFLogxK
U2 - 10.1016/j.jmbbm.2024.106711
DO - 10.1016/j.jmbbm.2024.106711
M3 - Article
AN - SCOPUS:85203178353
SN - 1751-6161
VL - 160
JO - Journal of the Mechanical Behavior of Biomedical Materials
JF - Journal of the Mechanical Behavior of Biomedical Materials
M1 - 106711
ER -