Atlas-Based Adaptive Hadamard-Encoded MR Spectroscopic Imaging at 3T

Tomography. 2023 Aug 23;9(5):1592-1602. doi: 10.3390/tomography9050127.

Abstract

Background: This study aimed to develop a time-efficient method of acquiring simultaneous, dual-slice MR spectroscopic imaging (MRSI) for the evaluation of brain metabolism.

Methods: Adaptive Hadamard-encoded pulses were developed and integrated with atlas-based automatic prescription. The excitation profiles were evaluated via simulation, phantom and volunteer experiments. The feasibility of γ-aminobutyric acid (GABA)-edited dual-slice MRSI was also assessed.

Results: The signal between slices in the dual-band MRSI was less than 1% of the slice profiles. Data from a homemade phantom containing separate, interfacing compartments of creatine and acetate solutions demonstrated ~0.4% acetate signal contamination relative to the amplitude in the excited creatine compartment. The normalized signal-to-noise ratios from atlas-based acquisitions in volunteers were found to be comparable between dual-slice, Hadamard-encoded MRSI and 3D acquisitions. The mean and standard deviation of the coefficients of variation for NAA/Cho from the repeated volunteer scans were 8.2% ± 0.8% and 10.1% ± 3.7% in the top and bottom slices, respectively. GABA-edited, dual-slice MRSI demonstrated simultaneous detection of signals from GABA and coedited macromolecules (GABA+) from both superior grey and deep grey regions of volunteers.

Conclusion: This study demonstrated a fully automated dual-slice MRSI acquisition using atlas-based automatic prescription and adaptive Hadamard-encoded pulses.

Keywords: GABA; Hadamard pulses; MR spectroscopy; automatic prescription; dual-slice.

Publication types

  • Research Support, N.I.H., Extramural

MeSH terms

  • Creatine*
  • Humans
  • Magnetic Resonance Imaging*
  • Phantoms, Imaging
  • Spectrum Analysis
  • gamma-Aminobutyric Acid

Substances

  • Creatine
  • gamma-Aminobutyric Acid