A novel semiautomatic parenchyma extraction method for improved MRI R2* relaxometry of iron loaded liver

J Magn Reson Imaging. 2014 Jul;40(1):67-78. doi: 10.1002/jmri.24331. Epub 2013 Oct 29.

Abstract

Purpose: To propose and evaluate an automatic method of extracting parenchyma from a manually delineated whole liver for the R2* measurement of iron load.

Materials and methods: In all, 108 transfusion-dependent patients with a wide range of hepatic iron content were scanned with a multiecho gradient-echo sequence. The R2* was measured by fitting the average signal of liver parenchyma, extracted by the proposed semiautomatic parenchyma extraction (SAPE), traditional manually delineated multiple regions-of-interest (mROIs), and T2* thresholding methods to the noise-corrected monoexponential model. The R2* measurement accuracy of the SAPE method was evaluated through simulation; the intra- and interobserver reproducibility of SAPE, mROI, and T2* thresholding were assessed from the in vivo data using coefficient of variation (CoV).

Results: In the simulation, the mean absolute percentage error of R2* measurement using SAPE was 0.23% (range 0.01%-1.09%). In vivo study, the CoVs of intra- and interobserver reproducibility were 0.83%, 1.39% for SAPE, 3.63%, 6.28% for mROI, and 1.62%, 2.66% for T2* thresholding, respectively.

Conclusion: The SAPE method provides an accurate and reliable approach to assessing the overall hepatic iron content. The improved magnetic resonance imaging (MRI) R2* reproducibility using the SAPE method may lead to more accurate tissue characterization and increased diagnostic confidence.

Keywords: R2*; liver iron; magnetic resonance imaging; semiautomatic parenchyma extraction.

Publication types

  • Randomized Controlled Trial
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Algorithms
  • Biomarkers / metabolism
  • Female
  • Humans
  • Image Enhancement / methods
  • Image Interpretation, Computer-Assisted / methods
  • Iron / metabolism
  • Iron Overload / etiology
  • Iron Overload / metabolism
  • Iron Overload / pathology*
  • Liver / metabolism
  • Liver / pathology*
  • Liver Diseases / etiology
  • Liver Diseases / pathology*
  • Magnetic Resonance Imaging / methods*
  • Male
  • Observer Variation
  • Pattern Recognition, Automated / methods*
  • Reproducibility of Results
  • Sensitivity and Specificity
  • Transfusion Reaction
  • Young Adult

Substances

  • Biomarkers
  • Iron