Effect of respiratory motion on free-breathing 3D stack-of-radial liver R2 relaxometry and improved quantification accuracy using self-gating

Magn Reson Med. 2020 Jun;83(6):1964-1978. doi: 10.1002/mrm.28052. Epub 2019 Nov 4.

Abstract

Purpose: To develop an accurate free-breathing 3D liver R2 mapping approach and to evaluate it in vivo.

Methods: A free-breathing multi-echo stack-of-radial sequence was applied in 5 normal subjects and 6 patients at 3 Tesla. Respiratory motion compensation was implemented using the inherent self-gating signal. A breath-hold Cartesian acquisition was the reference standard. Proton density fat fraction and R2 were measured and compared between radial and Cartesian methods using Bland-Altman plots. The normal subject results were fitted to a linear mixed model (P < .05 considered significant).

Results: Free-breathing stack-of-radial without self-gating exhibited signal attenuation in echo images and artifactually elevated apparent R2 values. In the Bland-Altman plots of normal subjects, compared to breath-hold Cartesian, free-breathing stack-of-radial acquisitions of 22, 30, 36, and 44 slices, had mean R2 differences of 27.4, 19.4, 10.9, and 14.7 s-1 with 800 radial views, and they had 18.4, 11.9, 9.7, and 27.7 s-1 with 404 views, which were reduced to 0.4, 0.9, -0.2, and -0.7 s-1 and to -1.7, -1.9, -2.1, and 0.5 s-1 with self-gating, respectively. No substantial proton density fat fraction differences were found. The linear mixed model showed free-breathing radial R2 results without self-gating were significantly biased by 17.2 s-1 averagely (P = .002), which was eliminated with self-gating (P = .930). Proton density fat fraction results were not different (P > .234). For patients, Bland-Altman plots exhibited mean R2 differences of 14.4 and 0.1 s-1 for free-breathing stack-of-radial without self-gating and with self-gating, respectively, but no substantial proton density fat fraction differences.

Conclusion: The proposed self-gating method corrects the respiratory motion bias and enables accurate free-breathing stack-of-radial quantification of liver R2 .

Keywords: R2; Dixon; PDFF; motion compensation; respiratory motion; self-gating.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Humans
  • Image Interpretation, Computer-Assisted*
  • Imaging, Three-Dimensional*
  • Liver / diagnostic imaging
  • Magnetic Resonance Imaging
  • Motion