Assessment of Nonalcoholic Fatty Liver Disease in Rats Using Quantitative Dynamic Contrast-Enhanced MRI

J Magn Reson Imaging. 2017 May;45(5):1485-1493. doi: 10.1002/jmri.25455. Epub 2016 Sep 8.

Abstract

Purpose: To evaluate the usefulness of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) in the assessment of nonalcoholic fatty liver disease (NAFLD) severity.

Materials and methods: Liver DCE-MRI at 3.0T was performed in 36 adult Sprague-Dawley rats with methionine choline-deficient diet-induced NAFLD and 10 untreated control rats. Pharmacokinetic parameters of DCE-MRI including Ktrans , Kep , Ve , Vp , and hepatic portal index (HPoI) were measured using the dual-input extended Tofts model. Animals were categorized as normal (n = 10), simple steatosis (SS, n = 11), borderline nonalcoholic steatohepatitis (bNASH, n = 20), and NASH (n = 5) subgroups according to the NAFLD activity score system, and classified into F0 (n = 24), F1 (n = 11), F2 (n = 7), and F3 (n = 4) subgroups according to an established scoring system. DCE-MRI parameters were compared. Receiver operating characteristic analyses were performed to assess the diagnostic performance of various DCE-MRI parameters in grading NAFLD activity and staging liver fibrosis.

Results: Ktrans and HPoI were elevated with increasing severity of NAFLD activity and increased fibrosis stage. The areas under the receiver operating characteristic curve (AUROCs) of HPoI ranged from 0.895-0.951 for discriminating between different grades of NAFLD activity, and the AUROC was 0.852 for discriminating F0 stage from overall F1-F3 stages. The AUROC of Ktrans for discriminating non-NASH from bNASH and NASH groups was 0.968, and 0.898 for discriminating between normal and overall fibrosis groups.

Conclusion: DCE-MRI may play a role in assessing NAFLD severity.

Level of evidence: 1 J. MAGN. RESON. IMAGING 2017;45:1485-1493.

Keywords: animal model; dynamic contrast-enhanced; experimental; fatty liver; liver fibrosis; magnetic resonance imaging; nonalcoholic steatohepatitis.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Area Under Curve
  • Biopsy
  • Contrast Media / chemistry*
  • Image Processing, Computer-Assisted
  • Kinetics
  • Liver / diagnostic imaging
  • Liver / pathology
  • Liver Cirrhosis / diagnostic imaging
  • Liver Cirrhosis / pathology
  • Magnetic Resonance Imaging*
  • Non-alcoholic Fatty Liver Disease / diagnostic imaging*
  • Non-alcoholic Fatty Liver Disease / pathology
  • ROC Curve
  • Rats
  • Rats, Sprague-Dawley
  • Sensitivity and Specificity

Substances

  • Contrast Media