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Motion-robust, high-SNR liver fat quantification using a 2D sequential acquisition with a variable flip angle

Ruiyang Zhao1,2, Yuxin Zhang1,2, Xiaoke Wang1,3

  • 1Department of Radiology, University of Wisconsin-Madison, Madison, WI, USA.

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|April 4, 2020
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Summary
This summary is machine-generated.

This study introduces a novel free-breathing 2D MRI method for accurate liver fat quantification. The VFA-centric approach offers improved signal-to-noise ratio (SNR) and minimal bias for reliable proton-density fat fraction (PDFF) measurements.

Keywords:
2D Cartesianfree breathinghigh SNRliver fatlowlow blurring artifactvariable flip angle

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Area of Science:

  • Magnetic Resonance Imaging
  • Medical Physics
  • Biomarker Quantification

Background:

  • Chemical shift encoded (CSE)-MRI quantifies liver fat via proton-density fat fraction (PDFF).
  • Conventional 3D Cartesian CSE-MRI requires breath-holding, limiting its clinical utility.
  • Existing 2D methods are motion-robust but suffer from low signal-to-noise ratio (SNR).

Purpose of the Study:

  • To develop a novel free-breathing 2D Cartesian sequential CSE-MRI method.
  • To achieve accurate liver fat quantification with high SNR and minimal bias.
  • To implement a variable flip angle (VFA) approach with centric phase encoding (VFA-centric).

Main Methods:

  • Numerical simulations were used for VFA schedule design and method evaluation.
  • Phantom and in vivo imaging (n=35) were performed at 3T.
  • PDFF maps were estimated from multi-echo images; PDFF standard deviation served as an SNR surrogate.

Main Results:

  • The VFA-centric method demonstrated higher SNR and minimal bias in simulations and phantom experiments.
  • A high correlation (=0.998) was observed between VFA-centric PDFF and reference PDFF in vivo.
  • VFA-centric achieved superior SNR (1.5% std dev) compared to reference acquisition (3.3% std dev, P < .001).

Conclusions:

  • The developed VFA-centric method provides motion robustness and high SNR for liver fat quantification.
  • This free-breathing 2D CSE-MRI technique overcomes limitations of previous 2D sequential methods.
  • The method offers accurate PDFF measurement with low bias and minimal blurring.