4.7 Article

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

Journal

JOURNAL OF MAGNETIC RESONANCE IMAGING
Volume 35, Issue 5, Pages 1125-1132

Publisher

WILEY
DOI: 10.1002/jmri.23545

Keywords

iron overload; liver; R?2*mapping; susceptibility; multigradient echo (mGRE); autoregressive moving average (ARMA) modeling

Funding

  1. National Institutes of Health (NIH) [5RO1DK088988-02]
  2. American Lebanese Syrian Associated Charities (ALSAC)

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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 T1-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 leastsquares regression analysis. Results: LIC measured from R-2 is highly correlated to the LIC with the susceptibility method (mg/g dry 8.99 6 0.15 x [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.

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