Impact of Iron Particle Size on R2* and Fat Fraction Estimation for Accurate Assessment of Hepatic Iron Overload and Steatosis Using MRI
Motivation: Iron particle sizes can influence microscopic magnetic field heterogeneities, affecting R2* decay. Goal(s): To investigate the impact of iron particle size on R2* and fat fraction (FF) estimations for coexisting hepatic iron overload and steatosis. Approach: Impact of iron particle sizes (0.38, 0.52, and 0.71 μm) was analyzed using Monte Carlo simulations and fat-iron phantoms with varying iron content and FF. Three-way ANOVA assessed the impact of iron particle size on R2* and FF estimations. Results: R2* and FF estimations are affected by iron particle size, with smaller particles causing higher R2* values and increased FF estimation bias. Impact: In the concomitant presence of fat and iron, the size of iron particles can affect the accuracy of fat fraction and R2* estimations, and hence may cause bias in the assessment of hepatic iron overload and steatosis using MRI.
Authors
- Cara E. Morin (ORCID: https://orcid.org/0000-0003-1953-4486)
- Aaryani Tipirneni‐Sajja (ORCID: https://orcid.org/0000-0002-3246-8711)
- Sarah Brasher (ORCID: https://orcid.org/0000-0001-8780-2329)
- Zachary R. Abramson (ORCID: https://orcid.org/0000-0001-7875-1187)
- Utsav Shrestha (ORCID: https://orcid.org/0000-0002-6380-4423)
Publication Details
- Journal
- Proceedings on CD-ROM - International Society for Magnetic Resonance in Medicine. Scientific Meeting and Exhibition/Proceedings of the International Society for Magnetic Resonance in Medicine, Scientific Meeting and Exhibition
- Published
- 2025-09-16
- DOI
- https://doi.org/10.58530/2025/0415
- Primary Topic
- Iron Metabolism and Disorders
- Type
- article
- Field-Weighted Citation Impact
- 0.00