Guangqi Li1, Yajing Zhang2, and Hua Guo1
1Center for Biomedical Imaging Research, Department of Biomedical Engineering, School of Medicine, Tsinghua University, Beijing, China, 2MR Clinical Science, Philips Health Technology (China), Beijing, China
Synopsis
Keywords: Multi-Contrast, Brain
Fast multi-contrast brain
exams are highly desirable in clinical practice. Spiral sampling has high efficiency in
terms of spatial encoding. Thus it holds great potential for many MRI
applications. In this work, we optimized a fast multi-contrast brain imaging
protocol based on multi-shot spiral acquisitions. Six contrasts (T1W-FLAIR, T2W,
PDW, T2*W, T2W-FLAIR, DWI) and apparent diffusion coefficient (ADC) maps with
an in-plane resolution of 1.0 mm
2 for a full brain MR exam can be
obtained in about 2 minutes.
Introduction
Fast
multi-contrast brain exams are highly desirable in clinical practice 1-9.
Recently,
EPI-based protocols for multi-contrast brain imaging were proposed in several
previous studies 4,6-9. Compared to EPI,
spiral imaging yields an approximately isotropic point spread function and has
higher efficiency in terms of spatial encoding 10-12. Thus, it
holds great potential for many MRI applications. In this work, we optimized a 2D
spiral-based multi-contrast brain imaging protocol for T1-weighted FLAIR
(T1W-FLAIR), T2-weighted (T2W), proton-density-weighted (PDW), T2*-weighted
(T2*W), T2-weighted FLAIR (T2W-FLAIR), diffusion-weighted imaging (DWI) and apparent
diffusion coefficient (ADC) mapping with an in-plane resolution of 1.0 mm2
in about 2 minutes. The acquisition and reconstruction framework presented here
offer a new choice for fast brain examinations.Methods
This
study was approved by the local Institutional Review Board and written informed
consent was obtained from all participants. All MRI data were acquired on an
Ingenia CX 3.0T scanner (Philips Healthcare, Best, The Netherlands) with a
32-channel head coil. Two healthy volunteers were recruited to participate in
the following experiments, respectively. The detailed 2D acquisition parameters
were listed in the Table 1.
Experiment
1, 6-shot protocol: FOV=220×220mm2,
resolution=1.0×1.0×4.0mm3, acquisition matrix=220×220, spiral readout
duration=27.0ms, 24 axial slices with a gap of 1mm cover the whole brain.
The protocol includes T1W-FLAIR, T2W, PDW, T2*W, 3-direction DWI with b value=1000
s/mm2. The total scan time is 128s.
Experiment
2, 4-shot protocol: FOV=210×210mm2,
resolution=1.0×1.0×4.0mm3, acquisition matrix=212×212, spiral readout
duration=26.0ms, 24 axial slices with a gap of 1mm cover the whole brain.
The protocol includes T1W-FLAIR, T2W, T2W-FLAIR, PDW, T2*W, 3-direction DWI
with b value=1000 s/mm2. The total scan time is 133s. To mitigate
off-resonance artifacts and maintain comparable SNR, under-sampling along the
radial direction 13 is adopted to increase the radial spacing of the
spiral trajectories so that the 4-shot spiral readouts can be reduced. The
under-sampling factor is 1.25. Note that the T2*W images are acquired using a 6-shot
full-sampling acquisition, from which the sensitivity maps can be calculated to
reconstruct other images acquired by the 4-shot under-sampled acquisitions.
Experiment
3, 3-shot protocol: FOV=210×210×104mm3,
1.5mm isotropic resolution, matrix=140×140, spiral readout duration=27.0ms, 69
axial slices. The protocol includes T1W-FLAIR, T2W, PDW, T2*W, 3-direction DWI
with b value=1000 s/mm2. The total scan time is 161s.
In all experiments, Spectral Presaturation with Inversion Recovery (SPIR) technique was used to suppress fat
signals. T1W-FLAIR and T2W-FLAIR images are acquired using an inversion-recovery
(IR) -prepared spin-echo spiral acquisitions (Figure 1).
In this study, the
imaging parameters were optimized to achieve similar spatial resolution and
image contrast compared to the clinical standard. The image reconstruction was
implemented off-line. Additionally, low-resolution field maps acquired using a multi-echo
GRE sequence were used for deblurring.Results and Discussion
Figure 2 shows the T1W-FLAIR,
T2W, PDW, T2*W, DW images with the same resolution acquired by the 6-shot
spiral acquisitions from Experiment 1. Five slices are shown here. The in vivo results
of the proposed protocol demonstrate satisfactory image quality, proper tissue
contrast, and high spatial resolution.
For
Experiment 1, T1W-FLAIR, T2W, PDW, T2*W, DWI, mean DWI and ADC map from a slice
of the healthy subject S1 are shown in the Figure 3. The total scan time of this 6-shot protocol is 128s.
Figure
4 shows the multi-contrast images including T1W-FLAIR, T2W, PDW, T2*W, T2W-FLAIR,
DWI, mean DWI and ADC map from a slice of the healthy subject S2 in Experiment
2. With under-sampling factor of 1.25, no visual SNR degradation is
observed. The total scan time of this 4-shot protocol is 133s. The acquisition
time of T2W-FLAIR is up to 40s due to its long TR. Mean DWI provides similar tissue
contrast to T2W-FLAIR, and it has a higher SNR. In addition, magnetization transfer
contrast (MTC) preparation module can be used to improve T2W-FLAIR’s image
contrast 7. In addition, multi-contrast images and 6-direction DW images with higher
resolution can be acquired within 3 minutes.
The
reconstructed multi-contrast images with 1.5-mm isotropic resolution are shown
in Figure 5. Axial, coronal and sagittal planes of T1W-FLAIR, T2W, PDW, T2*W, DW
images and mean DWI are shown here. The total scan time of this 3-shot protocol
is 161s. For this set of the spiral images, automatic deblurring algorithm was
used for off-resonance correction 14. Simultaneous multi-slice (SMS)
techniques can be used to further improve the scan efficiency.Conclusion
In this work, we optimized a fast multi-contrast brain imaging protocol based on multi-shot spiral sampling. Six contrasts (T1W-FLAIR,
T2W, PDW, T2W-FLAIR, T2*W, DWI and mean DWI) and ADC maps with an in-plane
resolution of 1.0×1.0 mm2 can be obtained in about 2 minutes. Further
systematic clinical studies are warranted to clarify its diagnostic ability.Acknowledgements
No acknowledgement
found.References
1.
Polak D, Cauley S, Huang SY, et al. Highly-accelerated volumetric brain
examination using optimized wave-CAIPI encoding. J Magn Reson Imaging.
2019;50(3):961-974.
2.
Supada P, Thomas W, Susie H, et al. Ultrafast Brain MRI: Clinical Deployment
and Comparison to Conventional Brain MRI at 3T. Journal of Neuroimaging
2016;26(5):503-510
3.
Ryu KH, Choi DS, Baek HJ, et al. Clinical feasibility of 1-min ultrafast brain
MRI compared with routine brain MRI using synthetic MRI: a single center pilot
study. J Neurol. 2019 Feb;266(2):431-439.
4
Skare S, Sprenger T, Norbeck O, et al. A 1-minute full brain MR exam using a
multicontrast EPI sequence. Magn Reson Med. 2018;79(6):3045-3054.
5.
Nael K, Khan R, Choudhary G, et al. Six-minute magnetic resonance imaging
protocol for evaluation of acute ischemic stroke: pushing the boundaries.
Stroke 2014;45(7):1985-1991.
6.
Lo W, Setsompop K, Liao C, et al. A comprehensive distortion-free 2-minute
brain MR examination using BUDA and Wave-CAIPI. In Proceedings of the 28th
Annual Meeting of ISMRM. 2020; 0294.
7.
Conklin J, Clifford B, Bollmann S, et al. A comprehensive multi-shot EPI
protocol for high-quality clinical brain imaging in 3 minutes. In Proceedings
of the 28th Annual Meeting of ISMRM. 2020; 0300.
8.
Clifford B, Conklin J, Huang S, et al. Clinical evaluation of an AI-accelerated
two-minute multi-shot EPI protocol for comprehensive high-quality brain
imaging. In Proceedings of the 29th Annual Meeting of ISMRM. 2021; 0661.
9.
Wang Y, Dong Z, Hu Z, et al. Multicontrast Distortion-free MRI Using PSF-EPI.
In Proceedings of the 27th Annual Meeting of ISMRM. 2019; 1251.
10. Wilm BJ, Barmet C, Gross S, et al. Single-shot
spiral imaging enabled by an expanded encoding model: Demonstration in
diffusion MRI. Magn Reson Med. Jan 2017;77(1):83-91.
11. Kasper L, Engel M, Barmet C, et al. Rapid
anatomical brain imaging using spiral acquisition and an expanded signal model.
Neuroimage. Mar 2018;168:88-100.
12. Kasper L, Engel M, Heinzle J, et al. Advances
in spiral fMRI: A high-resolution study with single-shot acquisition.
Neuroimage. Feb 1 2022;246:118738.
13.
Li G, Ye X, Xin Shao, et al. Four-shot Navigator-free Spiral Acquisition
Strategy for High-resolution Diffusion Imaging. In: Proceedings of the 29th
Annual Meeting of ISMRM. 2021. p1328.
14.
Chen W, Meyer CH. Fast automatic linear off-resonance correction method for
spiral imaging. Magn Reson Med. 2006;56(2):457-462.