Acceleration of chemical shift encoding-based water fat MRI for liver proton density fat fraction and T2* mapping using compressed sensing

PLoS One. 2019 Nov 15;14(11):e0224988. doi: 10.1371/journal.pone.0224988. eCollection 2019.

Abstract

Objectives: To evaluate proton density fat fraction (PDFF) and T2* measurements of the liver with combined parallel imaging (sensitivity encoding, SENSE) and compressed sensing (CS) accelerated chemical shift encoding-based water-fat separation.

Methods: Six-echo Dixon imaging was performed in the liver of 89 subjects. The first acquisition variant used acceleration based on SENSE with a total acceleration factor equal to 2.64 (acquisition labeled as SENSE). The second acquisition variant used acceleration based on a combination of CS with SENSE with a total acceleration factor equal to 4 (acquisition labeled as CS+SENSE). Acquisition times were compared between acquisitions and proton density fat fraction (PDFF) and T2*-values were measured and compared separately for each liver segment.

Results: Total scan duration was 14.5 sec for the SENSE accelerated image acquisition and 9.3 sec for the CS+SENSE accelerated image acquisition. PDFF and T2* values did not differ significantly between the two acquisitions (paired Mann-Whitney and paired t-test P>0.05 in all cases). CS+SENSE accelerated acquisition showed reduced motion artifacts (1.1%) compared to SENSE acquisition (12.3%).

Conclusion: CS+SENSE accelerates liver PDFF and T2*mapping while retaining the same quantitative values as an acquisition using only SENSE and reduces motion artifacts.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Acceleration*
  • Adiposity*
  • Adult
  • Aged
  • Aged, 80 and over
  • Fatty Liver / diagnostic imaging
  • Fatty Liver / pathology
  • Female
  • Hemosiderosis / diagnostic imaging
  • Hemosiderosis / pathology
  • Humans
  • Liver / diagnostic imaging*
  • Magnetic Resonance Imaging*
  • Male
  • Middle Aged
  • Protons*
  • Young Adult

Substances

  • Protons

Grants and funding

The present work was supported by the German Research Foundation (SFB 824/A9) and Philips Healthcare. Philips Healthcare provided support in the form of salaries for authors [AH, JP, CK], but did not have any additional role in the study design, data collection and analysis, decision to publish, or preparation of the manuscript.