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Distinguishing Hepatocellular Carcinoma from Cirrhotic Regenerative Nodules Using MR Cytometry
Xiaoyu Jiang1,2, Mary Kay Washington3, Manhal J Izzy4
1Vanderbilt University Institute of Imaging Science, Vanderbilt University Medical Center, Nashville, TN 37232, USA.
Cancers
|April 14, 2025
Summary
Magnetic resonance (MR) cytometry can noninvasively assess liver cell size and cellularity. This technique shows promise for differentiating hepatocellular carcinoma (HCC) from other liver nodules, potentially improving early diagnosis.
Area of Science:
- Hepatobiliary imaging
- Biomarker discovery
- Medical physics
Background:
- Current diagnostic guidelines for hepatocellular carcinoma (HCC) rely on contrast-enhanced CT/MRI, which often struggle to distinguish HCC from benign nodules in cirrhotic livers.
- This diagnostic ambiguity leads to delayed treatment due to the need for invasive biopsies or prolonged surveillance imaging.
- There is a critical need for noninvasive imaging biomarkers to accurately identify HCC.
Purpose of the Study:
- To develop noninvasive imaging biomarkers of liver cell size and cellularity using magnetic resonance imaging (MRI).
- To evaluate the utility of these biomarkers in differentiating hepatocellular carcinoma (HCC) from benign liver lesions.
Main Methods:
- MR cytometry was employed, measuring water diffusion rates to probe cellular microstructure at various scales.
- A three-compartment model of the MRI signal was used to derive maps of cell size and cellularity.
- The method was validated using histology-driven simulations and ex vivo MR cytometry on fixed human liver specimens.
Main Results:
- Both simulations and ex vivo experiments demonstrated that HCC exhibits significantly smaller cell sizes compared to normal liver and cirrhotic regenerative nodules.
- Higher cellularity was observed in HCC in comparison to normal and cirrhotic liver tissues.
- MR cytometry effectively quantified these microstructural differences.
Conclusions:
- MR cytometry shows significant potential for differentiating HCC from non-HCC lesions by quantifying cell size and cellularity.
- These findings establish a foundation for further research into MR cytometry's role in the noninvasive early diagnosis of HCC.
- This approach could reduce the need for invasive procedures and expedite treatment initiation.

