Yuchi Liu1, Zheng Han1, Kai Jiang2, Yun Jiang1, Yajuan Li1, Zheng-Rong Lu1, and Xin Yu1,3,4,5
1Biomedical Engineering, Case Western Reserve University, Cleveland, OH, United States, 2Division of Nephrology and Hypertension, Mayo Clinic, Rochester, MN, United States, 3Radiology, Case Western Reserve University, Cleveland, OH, United States, 4Physiology and Biophysics, Case Western Reserve University, Cleveland, OH, United States, 5Case Center for Imaging Research, Case Western Reserve University, Cleveland, OH, United States
Synopsis
In this study, a rapid multislice saturation-recovery
Look-Locker (MSRLL) T1 mapping method with spiral readout was
developed for the application on tissues with long
T1 value, such as tumor. This method was validated in vitro
and evaluated in a dynamic contrast-enhanced MRI (DCE-MRI) study on mouse
tumor. The
spiral MSRLL method showed a strong agreement with Cartesian method, and
achieved temporal resolution of 2 min 40s with a voxel size of 0.23×0.23×1
mm3 in vivo.Target
Audience
Researchers interested in
fast T
1 mapping, contrast-enhanced MRI and non-Cartesian imaging.
Introduction
Dynamic
contrast-enhanced MRI (DCE-MRI) plays an important role in tumor imaging. The
concentration of contrast agent can be quantified directly by measuring T
1
changes. However, conventional inversion recovery T
1 mapping method cannot
track the dynamics of T
1 changes due to its long acquisition time. Previously,
a mulitslice saturation recovery Look-Locker (MSRLL)
method with Cartesian encoding was developed and validated in our laboratory
for fast cardiac T
1 mapping in mice
1. In this study, the
MSRLL method was modified with spiral encoding to further accelerate T
1
mapping for the application on tissues with long T
1 value, such as
tumor.
Methods
A
multislice saturation-recovery Look-Locker T1 mapping method with
spiral readout was modified based on the previous Cartesian MSRLL sequence1.
A spiral trajectory of 32 interleaves with zero moment compensated was designed
using the minimum-time gradient method2. The spiral trajectory was
measured manually using an established method3 and the measured
trajectory was used to reconstruct images using NUFFT4. Multi-slice
images were acquired using the interlaced scheme to minimized cross-talk
between slices. Saturation module was implemented at the beginning of each
spiral interleave acquisition in k-space. T1 maps were obtained by
pixel-wise curve fitting using an in-house developed MATLAB-based software as
described previously1.
All MRI experiments were performed on a horizontal
7T Bruker scanner (Bruker Biospin Co., Billerica, MA). The spiral MSRLL method
was validated in vitro on a multi-compartment phantom with manganese chloride
(MnCl2) solutions. The concentrations of MnCl2 solutions
were 0.03 mM, 0.1 mM, 0.3 mM, and 1 mM, respectively. Three slices were
acquired using the spiral MSRLL method with 0.2 mm interslice gap. The
following imaging parameters were used: flip angle 10°; echo time 2.09 ms;
slice thickness 1 mm; number of average 1; field of view 3×3 cm2;
matrix size 128×128. For each slice, 50 images that covered 5 s of the
saturation recovery curve were acquired with an interval of 100 ms. Proton
density (M0) images were acquired with repetition time (TR) of 2s. Cartesian
MSRLL images were also acquired as a validation of spiral MSRLL method. Center
64 k-space lines were acquired in Cartesian method as described previously1.
Other acquisition parameters were the same as spiral MSRLL.
The spiral MSRLL method was then evaluated in a
DCE-MRI study on mouse tumor. A 4-week old athymic nude mouse was inoculated
with 1×106 PC3 (ATCC® CRL1435) in flank. Imaging experiments
were performed when tumor size reached 5-8 mm in diameter. An extradomain-B fibronectin
(EDB-FN) targeted contrast agent, ZD2-Gd(HP-DO3A) was injected intravenously at
the dose of 0.1 mmol/kg after acquiring pre-contrast images. This contrast
agent preferably accumulates in tumor via targeting overexpressed EDB-FN in
tumor extracellular matrix through a 7 amino-acid peptide, ZD25.
Post-contrast T1 maps at 7 time points were acquired every 10 min to
monitor contrast enhancement of tumor. 5 slices were acquired and other acquisition
parameters were the same as the phantom study.
Results
Fig. 1 shows T
1 maps of all three slices measured by
spiral MSRLL method. There is no substantial difference in T
1
values among the slices. Total
acquisition time of Look-Locker and M0 images using spiral MSRLL and Cartesian
MSRLL were 3min 44s and 7min 28s, respectively. The comparison of Cartesian and
spiral T
1 maps of the first slice was shown in Fig. 2a. T
1
values measured using spiral MSRLL shows a strong agreement with Cartesian
method (Fig. 2b). Fig.
3 shows in
vivo T
1 maps of one slice before and after contrast agent injection.
The first map (Fig. 3a) was acquired before injection and the others (Fig.
3b-h) were acquired every 10 min after injection. Dynamic R
1 change
is shown in Fig. 4. R
1 increased from 0.38 s
-1 to 0.54 s
-1
at 20-30 min post-injection, and decreased to 0.37 s
-1 at 70 min
post-injection.
Discussion
& Conclusion
The spiral MSRLL method showed a strong agreement with Cartesian
method, and achieved temporal resolution of 2 min 40s with a voxel size of 0.23×0.23×1
mm
3 in vivo. This fast T
1
mapping method is potentially applicable to cardiac imaging as well when combined
with ECG trigger. Further acceleration can be achieved by combining with other
fast imaging methods, such as compressed sensing.
Acknowledgements
This work was supported by National Heart, Lung, and Blood
Institute Grants R01 HL73315.References
1. Jiang et al. MRM. 2014.
2. Lee et al. MRM. 2003.
3. Duyn et al. JMRI. 1998.
4. Fessler and Sutton. IEEE
Trans. Signal Process. 2003.
5. Han et al. Bioconjugate Chem. 2015.