Naoharu Kobayashi1, Patrick Bolan1, and Gregory J. Metzger1
1Center for Magnetic Resonance Research, Department of Radiology, University of Minnesota, Minneapolis, MN, United States
Synopsis
We investigated
the feasibility of using an ultrashort echo time (UTE) technique for DCE MRI
imaging of prostate cancer patients at 7T to minimize the impact of the
increased R2* relaxivity on signal enhancement curves and
pharmacokinetic parameter assessment. The
Gd concentration-time curves and pharmacokinetic parameter maps were compared
to clinical DCE MRI at 3T. The proposed method achieved DCE MRI at 7T with a signal
time course comparable to 3T DCE MRI but with increased SNR for improved
spatial resolution and no R2* effects, which are
exacerbated with increasing field.
Purpose
While MR
imaging at 7T can provide increased SNR and higher spatial resolution, a
drastic increase of R2* (r2*) relaxivity
at 7T presents a major challenge in dynamic contrast enhanced (DCE) MRI1. The large R2* impact of the
contrast agent competes with the desired T1 based signal enhancement
and results in the underestimation of pharmacokinetic parameters2 when using standard gradient
echo imaging techniques (Fig.1). In this study, we investigated the feasibility of using an
ultrashort echo time (UTE) technique for DCE MRI imaging of prostate cancer
patients at 7T to minimize the impact of the increased R2*
relaxivity on signal enhancement curves and pharmacokinetic parameter
assessment while increasing the resolution compared to 3T.Methods
MR
imaging of prostate cancer patients (N=8)
was conducted on a Siemens 3T Prima and 7T Magnetom systems under an approved IRB
approved protocol. Contrast administration consisted of the injection of 0.2
mmol/kg gadobutrol at a rate of 2.0 ml/s followed 60 ml flush of saline at same
rate. In UTE DCE MRI acquisitions at 7T, slab selective excitation was
performed to cover the entire prostate (9.6 cm thickness along the z direction)
using a minimum phase Shinnar-Le Roux pulse3. After excitation, a 2D radial readout with ramp
sampling was performed following slab refocusing and phase encoding along the z
axis. A 3D cylindrical k-space was sampled in a pseudo-random manner (Fig.2).
Sequence parameters for UTE included: TR/TE=2.6/0.45 ms, flip angle=7° and
116,736 acquisitions. For reconstruction, the data were segmented into 57
dynamic frames, each of which consisted of 2,048 acquisitions (i.e, 5.3 sec
temporal resolution). The segmented k-space data were reconstructed to a 3D
dynamic time series image, I, by
iteratively minimizing the following equation: $$$I=\arg\min_{x}\left\{\frac{1}{2}\cdot\mid s-Ex\mid_2^2+\lambda_sTV_s(x)+\lambda_tTV_t(x)\right\}$$$, where s
is the acquired k-space data, E is
the encoding matrix and TVs,t
and λs,t are total
variation operators and regularization
parameters along spatial and time dimensions, respectively. Since the time
course usually shows higher sparsity in DCE-MRI, stronger regularization was
applied in this dimension. The reconstructed images had a nominal spatial
resolution of 0.83x0.83x3.0 mm. Image reconstruction was performed offline with
a routine written with C++/CUDA. With the reconstructed dynamic images,
pharmacokinetic parameters were calculated using a general kinetic model (GKM) and
a population averaged arterial input function (AIF) yielding standard
parameters including Ktrans
(forward volume transfer constant). The results from DCE MRI at 7T were
compared with clinical DCE MRI studies conducted on the same patients using the
following parameters: TR/TE=4.06/1.39 ms, flip angle=10°, four-fold
acceleration (2 in the phase encode directions and 2 in the slice encode with
CAIPIRAHNIA), 1.1x1.3x4.5 mm spatial resolution and 5.3s temporal resolution.Results
In a patient with extensive disease extending
beyond the prostate and under the bladder, the DCE MRI images at 7T clearly
visualized the cancer and its involvement with the rectal wall. The UTE images
at 7T acquired with a surface array coil have a similar appearance in-plane and
readily apparent higher resolution through-plane despite the use of an
endorectal coil at 3T (Fig.3). In a second case where endorectal coils were
used at both 3T and 7T, the in-plane resolution of the 7T data is apparent and
the data yielded similar Gd concentration-time curves at 3T and 7T in both
normal and cancerous tissues (Fig.4). In the pharmacokinetic parameter maps
from 7T, fast uptake (Ktrans)
and wash-out (kep) of
contrast agent were more clearly delineated in the left peripheral zone.Discussion
In this study, we employed a combination of 2D radial readout and
1D phase encoding to achieve the short TE (0.45 ms) and anisotropic image
resolution. Although the TE is not as short as the standard 3D radial UTE
sequence due to phase encoding, the consistent Gd concentration-time curves in
the 7T and 3T examinations validated that the TE is reasonably short to
suppress the effects from the increased R2* in tissue. However,
it would not be sufficiently short for AIF measurement. A further reduced TE
with 3D radial readout and ellipsoid (anisotropic) k-space sampling may be one
solution to measure AIF accurately. As previously demonstrated, an alternative
strategy to avoid the increased R2* effects is to acquire
multiple echoes and to correct the T2* signal decay effects but at
the expense of temporal resolution2.Conclusions
The
proposed method achieved DCE MRI at 7T comparable to clinical DCE MRI in terms
of the signal time course while taking advantage of the increased SNR for
improved spatial resolution and avoiding R2* effects
which are exacerbated with increasing field.Acknowledgements
This study was supported by NIH
grants P41EB015894 and R01CA155268.References
1. Kalavagunta
C, Michaeli S, Metzger GJ. In vitro Gd-DTPA relaxometry studies in oxygenated
venous human blood and aqueous solution at 3 and 7 T. Contrast media &
molecular imaging 2014;9(2):169-176.
2. Metzger GJ, Bolan P. Influence of contrast-dependent T2*
effects on DCE-MRI of the prostate at 7T. Proc Intl Soc Mag Reson Med
2009;17:#5920.
3. Pauly J, Le Roux P, Nishimura D, Macovski A. Parameter
relations for the Shinnar-Le Roux selective excitation pulse design algorithm
[NMR imaging]. IEEE transactions on medical imaging 1991;10(1):53-65.