Ultrasound-derived fat fraction for detection of hepatic steatosis and quantification of liver fat content

Radiol Med. 2023 Oct;128(10):1174-1180. doi: 10.1007/s11547-023-01693-8. Epub 2023 Aug 12.

Abstract

Purpose: To compare ultrasound (US) and US-derived fat fraction (UDFF) with magnetic resonance proton density fat fraction (MRI-PDFF) for the detection of hepatic steatosis and quantification of liver fat content.

Materials and methods: Between October and December 2022, 149 patients scheduled for an abdominal MRI agreed to participate in this study and underwent MRI-PDFF, US and UDFF. Inclusion criteria were: (a) no chronic liver disease or jaundice; (b) no MRI motion artifacts; (c) adequate liver examination at US. Exclusion criteria were: (a) alcohol abuse, chronic hepatitis, cirrhosis, or jaundice; (b) MRI artifacts or insufficient US examination. The median of 10 MRI-PDFF and UDFF measurements in the right hepatic lobe was analyzed. UDFF and MRI-PDFF were compared by Bland-Altman difference plot and Pearson's test. Sensitivity, specificity, positive and negative predictive values, accuracy, and area under the receiver-operator curve (AUC-ROC) of US and UDFF were calculated using an MRI-PDFF cut-off value of 5%. p values ≤ 0.05 were statistically significant.

Results: 122 patients were included (61 men, mean age 60 years, standard deviation 15 years). The median MRI-PDFF value was 4.1% (interquartile range 2.9-6); 37.7% patients had a median MRI-PDFF value ≥ 5%. UDFF and MRI-PDFF had high agreement (p = 0.11) and positive correlation (⍴ = 0.81, p < 0.001). UDFF had a higher diagnostic value than US for the detection of steatosis, with AUC-ROCs of 0.75 (95% CI 0.65, 0.84) and 0.53 (95% CI 0.42, 0.64), respectively.

Conclusions: UDFF reliably quantifies liver fat content and improves the diagnostic value of US for the detection of hepatic steatosis.

Keywords: Fatty liver; Liver; Magnetic resonance; Non-alcoholic fatty liver disease; Ultrasound.

MeSH terms

  • Abdomen / pathology
  • Humans
  • Liver / diagnostic imaging
  • Liver / pathology
  • Magnetic Resonance Imaging
  • Male
  • Middle Aged
  • Non-alcoholic Fatty Liver Disease* / pathology
  • Ultrasonography