Yasuaki Tsurushima1, Ryuji Nojiri1, Takahiro Mihara1, Keiichi Ishigame1, Tomohiro Takamura2, and Masaaki Hori2
1Radiology, Tokyo Medical Clinic, Tokyo, Japan, 2Radiology, Juntendo University School of Medicine, Tokyo, Japan
Synopsis
The purpose of this study was to investigate the
feasibility and utility of isotropic perfusion maps obtained using multi-band
(MB) single-shot echo-planar imaging (EPI) technique. We evaluated the
quantitative equivalence between MB dynamic susceptibility contrast-enhanced
(DSC) magnetic resonance imaging (MRI) and single-band (SB) DSC MRI, as well as
the superiority of registration accuracy in isotropic MB-DSC MRI compared with
anisotropic SB-DSC MRI. MB-DSC MRI yields isotropic perfusion maps that can
improve the registration accuracy and multisection assessment by creating
multiplane reconstruction, without deteriorating or altering the quantitative
parameters.
INTRODUCTION
Dynamic susceptibility
contrast-enhanced (DSC) magnetic resonance imaging (MRI) is commonly used for
the determination of cerebral perfusion parameters. DSC MRI incorporates rapid
acquisition techniques, such as single-shot echo-planar imaging (EPI). However,
given the need to balance temporal resolution, spatial resolution, and
signal-to-noise ratio (SNR), clinical EPI based DSC MRI with sufficient
coverage of the whole brain is typically performed with interslice gaps, which
yields anisotropic perfusion maps. Multi-band (MB) EPI can increase the number
of slices in repetition time (TR) using a parallel imaging technique that
excites multiple sections simultaneously with a MB excitation pulse [1].
Recently, the technique has been applied to gradient-echo EPI (GRE-EPI) for DSC
[2] to decrease section thickness, increase matrix size, and reduce interslice
gaps. Consequently, isotropic perfusion maps which have been difficult to
achieve with standard temporal resolution (e.g., 1500 ms) using a conventional
EPI technique. PURPOSE
The purpose
of this
study was to investigate the feasibility and utility of isotropic perfusion
maps obtained using the MB EPI technique.
METHODS
We included four participants without
intracranial abnormality. All examinations were performed using a 3T Siemens
Skyra MRI scanner with a 32-channel head coil. Slice-accelerated DSC MRI scan
was performed with the GRE-EPI sequence with MB radiofrequency excitation and
MB factor 3. Imaging parameters for both single-band (SB) DSC and MB-DSC
acquisitions were: TR = 1600 ms, TE = 36 ms, 21/63 slices (MB = 1/MB = 3),
slice thickness = 2 mm, in-plane field of view = 248 × 248 mm, in-plane resolution = 2 mm, in-plane acceleration of 2. All participants underwent
SB-DSC and MB-DSC scans during a single examination to ensure consistency. Each
scan was performed after injection of half-dose of gadobutrol (Gadovist, Bayer
Schering Pharma, Berlin, Germany) contrast agent (0.1 mmol/kg) at 3 mL/s.
Magnetic resonance perfusion data were analyzed using a commercial software
(Nordic ICE NordicNeuroLab AS, Bergen, Norway). We used the arterial input
functions (AIF) deconvolution method with standard singular value deconvolution
to create cerebral blood volume (CBV) and cerebral blood flow (CBF) maps. AIFs
were set automatically via an established clustering method [3]. We evaluated
the equivalence between SB-DSC and MB-DSC in terms of the SNR of pre-bolus
T2*WI and perfusion measurements including CBV and CBF, as well as the
superiority of registration accuracy when T2*WI was registered with 3DT1WI. SNR
of the pre-bolus T2*WI was measured by calculating the signal intensity of the
whole brain parenchyma at the level of the basal ganglia divided by standard
deviation/√2 of signal intensity of the subtracted whole brain parenchyma
(Subtraction Mapping Methods). To assess the consistency of perfusion
measurements, the mean value in 16 circular ROIs manually placed on the left
and right in the cortex and basal ganglia between SB-DSC and MB-DSC was
assessed using the Spearman rank correlation coefficient and intra-class
correlation coefficient (ICC). Registration accuracy was visually assessed in terms
of the spatial consistency of the lateral ventricle margin by fusing T1WI and cregistered
T2*WI.RESULTS
All isotropic CBV and CBF maps were successfully
generated (Figure 1). The mean SNR was similar for MB-DSC (43.767 ± 3.1) and
SB-DSC (45.554 ± 4.7); (p = 0.273, ICC = 0.855) (Table 1). CBV and CBF values
showed high correlation in MB-DSC and SB-DSC (r > 0.851, p < 0.001 for
all; Figure 2). Average ICC was 0.909 for CBV and 0.917 for CBF (Table 2). In
the visual assessment of registration accuracy, the margin of lateral ventricle on the registered T2*WI was more spatially consistent with that on 3DT1WI in MB-DSC
compared to SB-DSC (Figure 3).DISCUSSION
Our study evaluated the quantitative equivalence
between MB-DSC and SB-DSC, as well as the superiority of registration accuracy
in MB-DSC compared with SB-DSC. MB-DSC yields isotropic perfusion maps, which
decreases misalignment in registration or more accurately evaluates abnormal
perfusion status such as ischemia or brain tumor by creating a multiplanar
reconstruction. Eichner et al. reported the maintenance of SNR and perfusion
metrics in large coverage scans obtained using MB-DSC, compared with
limited-coverage scans obtained using the conventional method [4]. This is the
first study to demonstrate the equivalence of quantitative parameters between
isotropic resolution achieved by MB-DSC and anisotropic resolution.CONCLUSION
MB-DSC MRI yields
isotropic perfusion maps that can improve the registration accuracy and
multi-section assessment by creating multiplane reconstruction, without
deteriorating or altering the quantitative parameters.Acknowledgements
No acknowledgement found.References
[1] Larkman DJ, et al., JMRI, 2001. 13(2):313-7.
[2] Wang D, et al., ISMRM, 2013. p
6464.
[3] Mouridsen K, et al., Magn Reson
Med, 2006. 55(3): 524-31.
[4] Eichner C, et al., Magn Reson Med, 2014. 72(3): 770-8.