Abstract

It has been shown that density‐weighted (DW) k‐space sampling with spiral and conventional phase encoding trajectories reduces spatial side lobes in magnetic resonance spectroscopic imaging (MRSI). In this study, we propose a new concentric ring trajectory (CRT) for DW‐MRSI that samples k‐space with a density that is proportional to a spatial, isotropic Hanning window. The properties of two different DW‐CRTs were compared against a radially equidistant (RE) CRT and an echo‐planar spectroscopic imaging (EPSI) trajectory in simulations, phantoms and in vivo experiments. These experiments, conducted at 7 T with a fixed nominal voxel size and matched acquisition times, revealed that the two DW‐CRT designs improved the shape of the spatial response function by suppressing side lobes, also resulting in improved signal‐to‐noise ratio (SNR). High‐quality spectra were acquired for all trajectories from a specific region of interest in the motor cortex with an in‐plane resolution of 7.5 × 7.5 mm2 in 8 min 3 s. Due to hardware limitations, high‐spatial‐resolution spectra with an in‐plane resolution of 5 × 5 mm2 and an acquisition time of 12 min 48 s were acquired only for the RE and one of the DW‐CRT trajectories and not for EPSI. For all phantom and in vivo experiments, DW‐CRTs resulted in the highest SNR. The achieved in vivo spectral quality of the DW‐CRT method allowed for reliable metabolic mapping of eight metabolites including N‐acetylaspartylglutamate, γ‐aminobutyric acid and glutathione with Cramér‐Rao lower bounds below 50%, using an LCModel analysis. Finally, high‐quality metabolic mapping of a whole brain slice using DW‐CRT was achieved with a high in‐plane resolution of 5 × 5 mm2 in a healthy subject. These findings demonstrate that our DW‐CRT MRSI technique can perform robustly on MRI systems and within a clinically feasible acquisition time.

Highlights

  • We demonstrate the implementation of DW‐concentric ring trajectory (CRT) at 7 T through a quantitative comparison with radially equidistant (RE) CRT and echo‐planar spectroscopic imaging (EPSI) acquisitions

  • The mean signal‐to‐noise ratio (SNR) of all CRT approaches resulted in higher SNR, the post hoc analysis revealed that only the DW‐CRT with α = 1 and α = 1.71 improved the SNR significantly compared with the EPSI (p ≪ 0.0001 and p < 0.03, respectively)

  • This study demonstrates that short‐TE two dimensional (2D) Magnetic resonance spectroscopic imaging (MRSI) data at 7 T can be obtained using DW‐CRTs for fast MRSI acquisition

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Summary

| INTRODUCTION

One of the first acceleration methods for in vivo MRSI at 7 T was two‐dimensional (2D) spin‐echo (SE) echo‐planar spectroscopic imaging (EPSI), which has been followed by fast phase encoding trajectories using non‐echo‐planar (spiral,[3] rosette[4] and concentric ring trajectory (CRT)[5] spectroscopic imaging), all proposed to reduce acquisition time. Another method for reducing the acquisition duration of MRSI is to decrease the specific absorption rate (SAR) of the sequence to achieve short repetition times (TR) < 1000 ms, which has been demonstrated for free induction decay (FID) 1H MRSI at 7 T,6,7 and 9.4 T.8. We demonstrate the implementation of DW‐CRT at 7 T through a quantitative comparison with radially equidistant (RE) CRT and EPSI acquisitions

| METHODS
| RESULTS
Findings
| DISCUSSION
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