Pilot Study on the Use of Rheology and Low Field Nmr to Characterize the Liver of Obese Patients Undergoing Metabolic and Bariatric Surgery

Background and aims. Liver mechanical properties’ (stiffness/viscoelasticity) evaluation is relevant for diagnosing/monitoring liver fibrosis. Due to limitations of the commonly used elastography, we propose the use of rheology and Low Field-Nuclear Magnetic Resonance (LF-NMR). Methods. In 30 liver samples from patients undergoing bariatric surgery and 18 control samples, we evaluated the shear modulus G/critical stress τc (elastic properties) and mean complex modulus Ga* (elastic/viscous properties) by rheology. LF-NMR was used to measure the spin–spin relaxation time (T2m), reflecting iron content. The expression of iron-related proteins and of pro-fibrotic proteins were evaluated by qRT-PCR. Tissue histology was also determined. Results. Ga*/G/τc were higher in pathological samples, which also showed increased expression of pro-fibrotic proteins. Fibrosis determination displayed a correspondence of 4/30 samples for elastography/histology and 17/30 for rheology/histology. T2m was significantly lower in pathological livers, indicating iron accumulation as confirmed by increased expression of iron-related proteins. T2m was more effective than histology in detecting iron. An inverse correlation was observed between T2m and Ga*/G showing that iron accumulation is associated with increased liver elasticity/viscoelasticity, i.e., fibrosis. Additionally, an inverse correlation of Ga*/G with transferrin, was observed. Conclusion. As our patients mostly have mild liver fibrosis, the combined use of rheology/LF-NMR can effectively detect early changes in liver mechanical properties, aiding in staging and diagnosis of fibrosis.

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Publication Details

Journal
International Journal of Molecular Sciences
Published
2026-04-30
DOI
https://doi.org/10.3390/ijms27094040
Primary Topic
Liver Disease Diagnosis and Treatment
Type
article
Field-Weighted Citation Impact
0.00

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article

Pilot Study on the Use of Rheology and Low Field Nmr to Characterize the Liver of Obese Patients Undergoing Metabolic and Bariatric Surgery

Bruna Scaggiante, Gabriele Grassi, Deborah Bonazza, Fabrizio Zanconati et al.
International Journal of Molecular Sciences
Liver Disease Diagnosis and Treatment
article

Pilot Study on the Use of Rheology and Low Field Nmr to Characterize the Liver of Obese Patients Undergoing Metabolic and Bariatric Surgery

Bruna Scaggiante, Gabriele Grassi, Deborah Bonazza, Fabrizio Zanconati, Federica Tonon, Fulvia Felluga, Michela Abrami, Mario Grassi, Nhung Hai Truong, Domenico Tierno, Alice Biasin, Thanh Dang Minh, Ralf Weiskirchen, Silvia Palmisano
article en

Abstract

Background and aims. Liver mechanical properties’ (stiffness/viscoelasticity) evaluation is relevant for diagnosing/monitoring liver fibrosis. Due to limitations of the commonly used elastography, we propose the use of rheology and Low Field-Nuclear Magnetic Resonance (LF-NMR). Methods. In 30 liver samples from patients undergoing bariatric surgery and 18 control samples, we evaluated the shear modulus G/critical stress τc (elastic properties) and mean complex modulus Ga* (elastic/viscous properties) by rheology. LF-NMR was used to measure the spin–spin relaxation time (T2m), reflecting iron content. The expression of iron-related proteins and of pro-fibrotic proteins were evaluated by qRT-PCR. Tissue histology was also determined. Results. Ga*/G/τc were higher in pathological samples, which also showed increased expression of pro-fibrotic proteins. Fibrosis determination displayed a correspondence of 4/30 samples for elastography/histology and 17/30 for rheology/histology. T2m was significantly lower in pathological livers, indicating iron accumulation as confirmed by increased expression of iron-related proteins. T2m was more effective than histology in detecting iron. An inverse correlation was observed between T2m and Ga*/G showing that iron accumulation is associated with increased liver elasticity/viscoelasticity, i.e., fibrosis. Additionally, an inverse correlation of Ga*/G with transferrin, was observed. Conclusion. As our patients mostly have mild liver fibrosis, the combined use of rheology/LF-NMR can effectively detect early changes in liver mechanical properties, aiding in staging and diagnosis of fibrosis.

International Journal of Molecular SciencesVol. 27(9)
Vietnam National University Ho Chi Minh City (VN), University of Trieste (IT), Ho Chi Minh City University of Science (VN), Ospedale di Cattinara (IT), Universitätsklinikum Aachen (DE), Azienda Sanitaria Universitaria Integrata di Trieste (IT), RWTH Aachen University (DE)
Ministero degli Affari Esteri e della Cooperazione Internazionale
Good health and well-being
Openalex Percentile: Top 10%
Liver Disease Diagnosis and Treatment
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