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.

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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

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article

Noninvasive assessment of liver inflammation in metabolic dysfunction associated steatohepatitis using MR cytometry

John C. Gore, Xinqiang Yan, Xiaoyu Jiang, Junzhong Xu et al.
npj Imaging
Liver Disease Diagnosis and Treatment
article

Noninvasive assessment of liver inflammation in metabolic dysfunction associated steatohepatitis using MR cytometry

John C. Gore, Xinqiang Yan, Xiaoyu Jiang, Junzhong Xu, Manhal J. Izzy, M. Kay Washington, Ming‐De Lu, Gracie Piantek
article en

Abstract

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.

npj ImagingVol. 3(1)
Vanderbilt University (US), Vanderbilt University Medical Center (US)
National Institutes of Health
Zero hunger
Openalex Percentile: Top 86%
Liver Disease Diagnosis and Treatment
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Noninvasive assessment of liver inflammation in metabolic dysfunction associated steatohepatitis using MR cytometry — John C. Gore, Xinqiang Yan, et al. · npj Imaging (2025) | TGRS Research Map | TGRS