Parameter optimization for proton density fat fraction quantification in skeletal muscle tissue at 7 T

MAGMA. 2024 Dec;37(6):969-981. doi: 10.1007/s10334-024-01195-2. Epub 2024 Aug 6.

Abstract

Objective: To establish an image acquisition and post-processing workflow for the determination of the proton density fat fraction (PDFF) in calf muscle tissue at 7 T.

Materials and methods: Echo times (TEs) of the applied vendor-provided multi-echo gradient echo sequence were optimized based on simulations of the effective number of signal averages (NSA*). The resulting parameters were validated by measurements in phantom and in healthy calf muscle tissue (n = 12). Additionally, methods to reduce phase errors arising at 7 T were evaluated. Finally, PDFF values measured at 7 T in calf muscle tissue of healthy subjects (n = 9) and patients with fatty replacement of muscle tissue (n = 3) were compared to 3 T results.

Results: Simulations, phantom and in vivo measurements showed the importance of using optimized TEs for the fat-water separation at 7 T. Fat-water swaps could be mitigated using a phase demodulation with an additional B0 map, or by shifting the TEs to longer values. Muscular PDFF values measured at 7 T were comparable to measurements at 3 T in both healthy subjects and patients with increased fatty replacement.

Conclusion: PDFF determination in calf muscle tissue is feasible at 7 T using a chemical shift-based approach with optimized acquisition and post-processing parameters.

Keywords: 7 Tesla; Dixon MRI; Fat–water separation (FWS); Proton density fat fraction (PDFF); Skeletal muscle tissue.

MeSH terms

  • Adipose Tissue* / diagnostic imaging
  • Adult
  • Algorithms
  • Computer Simulation
  • Female
  • Healthy Volunteers
  • Humans
  • Image Processing, Computer-Assisted* / methods
  • Magnetic Resonance Imaging* / methods
  • Male
  • Middle Aged
  • Muscle, Skeletal* / diagnostic imaging
  • Phantoms, Imaging*
  • Protons*
  • Reproducibility of Results

Substances

  • Protons