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.
Authors
- Bruna Scaggiante (ORCID: https://orcid.org/0000-0002-8662-138X)
- Gabriele Grassi (ORCID: https://orcid.org/0000-0001-9704-6651)
- Deborah Bonazza (ORCID: https://orcid.org/0000-0002-5605-6711)
- Fabrizio Zanconati (ORCID: https://orcid.org/0000-0001-5357-9579)
- Federica Tonon (ORCID: https://orcid.org/0000-0003-0298-718X)
- Fulvia Felluga (ORCID: https://orcid.org/0000-0001-8271-408X)
- Michela Abrami (ORCID: https://orcid.org/0000-0002-9785-3741)
- Mario Grassi (ORCID: https://orcid.org/0000-0002-3532-3200)
- Nhung Hai Truong (ORCID: https://orcid.org/0000-0002-3729-4407)
- Domenico Tierno (ORCID: https://orcid.org/0000-0003-0858-6192)
- Alice Biasin (ORCID: https://orcid.org/0000-0003-2841-1277)
- Thanh Dang Minh
- Ralf Weiskirchen (ORCID: https://orcid.org/0000-0003-3888-0931)
- Silvia Palmisano (ORCID: https://orcid.org/0000-0003-4749-4258)
Institutions
- 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)
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
Funders
- Ministero degli Affari Esteri e della Cooperazione Internazionale