Simultaneous field and R2 mapping to quantify liver iron content using autoregressive moving average modeling

J Magn Reson Imaging. 2012 May;35(5):1125-32. doi: 10.1002/jmri.23545. Epub 2011 Dec 16.

Abstract

Purpose: To investigate the use of a complex multigradient echo (mGRE) acquisition and an autoregressive moving average (ARMA) model for simultaneous susceptibility and R 2 measurements for the assessment of liver iron content (LIC) in patients with iron overload.

Materials and methods: Fifty magnetic resonance imaging (MRI) exams with magnitude and phase mGRE images were processed using the ARMA model, which provides fat-separated field maps, R 2 maps, and T(1) -W imaging. The LIC was calculated by measuring the susceptibility between the liver and the right transverse abdominal muscle from the field maps. The relationship between LIC derived from susceptibility measurements and LIC from R 2 measurements was determined using linear least-squares regression analysis.

Results: LIC measured from R 2 is highly correlated to the LIC with the susceptibility method (mg/g dry = 8.99 ± 0.15 × [mg Fe/mL of wet liver] -2.38 ± 0.29, R(2) = 0.94). The field inhomogeneity in the liver is correlated with R 2 (R(2) = 0.85).

Conclusion: By using the ARMA model on complex mGRE images, both susceptibility and R 2-based LIC measurements can be made simultaneously. The susceptibility measurement can be used to help verify R 2 measurements in the assessment of iron overload.

Publication types

  • Research Support, N.I.H., Extramural
  • Research Support, Non-U.S. Gov't

MeSH terms

  • Adolescent
  • Adult
  • Child
  • Child, Preschool
  • Female
  • Hematologic Diseases / complications
  • Hematologic Diseases / therapy
  • Humans
  • Image Interpretation, Computer-Assisted
  • Iron Overload / etiology
  • Iron Overload / pathology*
  • Least-Squares Analysis
  • Magnetic Resonance Imaging / methods*
  • Male
  • Middle Aged
  • Models, Statistical
  • Retrospective Studies
  • Transfusion Reaction