Noninvasive assessment of liver inflammation in metabolic dysfunction associated steatohepatitis using MR cytometry
The current diagnostic gold standard for metabolic dysfunction-associated steatohepatitis (MASH) requires invasive biopsy to assess steatosis, inflammation, and ballooning. While MRI-based proton density fat fraction (PDFF) and MR elastography address steatosis and fibrosis, non-invasive methods for evaluating hepatic inflammation remain lacking. This study developed a diffusion MRI (dMRI)-based MR cytometry technique to map liver cellular properties, including MRI-derived cell size (excluding fat content) and cell density. Validation through histology-driven simulations and ex vivo MRI of fixed human liver specimens demonstrated that stromal regions exhibit smaller MRI-derived cell sizes and higher cell densities than both normal and fatty tissues. An in vivo feasibility study, conducted on healthy subjects (n = 5) and MASH patients (n = 5) using a clinical 3 T MRI system, further showcased the potential of MR cytometry to characterize pathological changes in liver microstructure.
Authors
- John C. Gore (ORCID: https://orcid.org/0000-0002-9480-0900)
- Xinqiang Yan (ORCID: https://orcid.org/0000-0002-4232-3241)
- Xiaoyu Jiang (ORCID: https://orcid.org/0000-0002-3517-9843)
- Junzhong Xu (ORCID: https://orcid.org/0000-0001-7895-4232)
- Manhal J. Izzy (ORCID: https://orcid.org/0000-0002-6402-5333)
- M. Kay Washington (ORCID: https://orcid.org/0000-0002-9589-7695)
- Ming‐De Lu (ORCID: https://orcid.org/0000-0002-9771-8144)
- Gracie Piantek
Institutions
- Vanderbilt University (US)
- Vanderbilt University Medical Center (US)
Publication Details
- Journal
- npj Imaging
- Published
- 2025-05-03
- DOI
- https://doi.org/10.1038/s44303-025-00080-4
- Primary Topic
- Liver Disease Diagnosis and Treatment
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- National Institutes of Health