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Updated: Mar 1, 2026

Author Spotlight: A Non-Invasive Tool to Assess and Differentiate Fat Patterns in Liver Using 3D Dixon MRI
Published on: October 20, 2023
New exponential functions based on CT density to estimate the percentage of liver that is fat
Georgia Keramida1, A Michael Peters2
11 Royal Brompton and Harefield NHS Trust, London, UK.
Objective:
In fluorine-18 fludeoxyglucose positron emission tomography/CT, hepatic standardized uptake value (SUV) is reduced through "signal dilution" by hepatic fat. The maximum SUV (SUVmax) is less affected than the mean SUV (SUVmean), therefore SUVmax/SUVmean correlates with hepatic fat. The SUV can be corrected for signal dilution using an equation relating CT density (CTD) to %fat. The objective was to exploit the relationship between SUV indices and CTD to assess the validity of two previously published equations (one linear and one sigmoid) for estimating %fat from CTD and two new exponential equations.
Methods:
Study population comprised 465 patients having routine fluorine-18 fludeoxyglucose positron emission tomography/CT. The SUVmax, SUVmean and CTD were measured from a 3-cm-diameter region of interest over the liver. The exponential equations assumed that 100% fat corresponds to CTD of -50 or -100 HU. The proportion of liver occupied by fat (PF) was estimated from all four equations. Then fat-corrected SUVmean is SUVmean/(1 - PF). The ideal equation should give SUVmean approaching but not exceeding SUVmax and give fat-corrected SUVmean/SUVmax that shows no correlation with CTD.
Results:
The linear equation failed at CTD values exceeding 55.8 HU because it gave negative PF values. Moreover, fat-corrected SUVmean/SUVmax still correlated with CTD. The sigmoid equation grossly overcorrected SUVmean at low CTD. The exponential equations abolished the correlation between fat-corrected SUVmean/SUVmax and CTD.
Conclusion:
The sigmoid equation is unsuitable for estimating %fat from CTD. The linear equation performed well, but the exponential equation assuming that 100% fat corresponds to -50 HU performed best. Advances in knowledge: Improved (exponential) equations to estimate hepatic fat from hepatic CTD.
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