Jeremiah W Sanders1, Steven J Frank2, Aradhana M Venkatesan3, Tharakeswara K Bathala3, Chad Tang2, Rajat J Kudchadker4, Teresa L Bruno2, Mark D Pagel5, and Jingfei Ma1
1Imaging Physics, University of Texas MD Anderson Cancer Center, Houston, TX, United States, 2Radiation Oncology, University of Texas MD Anderson Cancer Center, Houston, TX, United States, 3Diagnostic Radiology, University of Texas MD Anderson Cancer Center, Houston, TX, United States, 4Radiation Physics, University of Texas MD Anderson Cancer Center, Houston, TX, United States, 5Cancer Systems Imaging, University of Texas MD Anderson Cancer Center, Houston, TX, United States
Synopsis
Parallel
imaging and compressed sensing (PICS) techniques have demonstrated the ability
to accelerate MRI acquisitions in a number of clinical MRI protocols. For postimplant
prostate brachytherapy MRI, an endorectal coil (ERC) is currently used to
achieve images of sufficient signal-to-noise ratio (SNR) for postimplant quality
assessment. Previously we retrospectively demonstrated the feasibility of using
PICS to accelerate postimplant prostate brachytherapy MRI. In this work, we
prospectively demonstrate that combining PICS with fully balanced steady-state
free precession MRI enables high resolution and high SNR images of the prostate
without an ERC.
Introduction
The standard of practice for imaging after low-dose-rate (LDR) prostate
brachytherapy relies on computed tomography (CT) because of the high contrast
it provides of the implanted radioactive seeds. However, CT is limited by its
poor soft-tissue contrast, which makes it difficult to delineate the prostate
anatomy and surrounding normal tissues. Researchers have demonstrated the ability
to use MRI alone to simultaneously image the implanted radioactive seeds, seed
markers, and anatomy using a single MRI pulse sequence and an endorectal coil
(ERC) for improved SNR. However, the use of an ERC has several disadvantages
and is primarily limited to use by major academic centers. Previously, we retrospectively
demonstrated the feasibility of using combined parallel imaging and compressed
sensing (PICS) to accelerate post-implant MRI and potentially boost SNR when
imaging without an ERC through multiple signal averages. The purpose of this
study was to prospectively investigate PICS for postimplant prostate
brachytherapy MRI without an ERC.Methods
Arbitrary k-space sampling was incorporated into a 3D fully balanced
steady-state free precession pulse sequence (constructive interference in
steady-state, CISS) (Figure 1). The CISS sequence provides a mix of T1 and T2
contrast with high signal-to-noise ratio (SNR), enabling visualization of implanted
seed markers and anatomical structures in a single acquisition. Five k-space
sampling patterns were investigated including fully sampled, random,
pseudo-random Poisson disk, and both single- and multi-phase encoding GRAPPA
accelerations.
Ten
prostate cancer patients underwent LDR prostate brachytherapy with radioactive
seeds stranded together with positive MR-signal seed markers [1]. The postimplant
prostate cancer patients were imaged under a HIPAA compliant, IRB-approved
protocol. Informed consent was acquired prior to patient imaging. Patients were
imaged on a 3T Siemens Prisma scanner with two 18-channel external array coils.
An ERC was not used for imaging. Typical scan parameters were: field of view =
15 × 15 cm, slice thickness = 1.2 mm, TR/TE = 5.29/2.1 ms, flip angle = 40°,
readout bandwidth = 558 Hz/px, and 100% phase oversampling (left-right
direction). More information about the pulse sequence and parameters can be
found in prior publications [2-3]. Moderate (0.586 mm × 0.586 mm, interpolated
to 0.293 mm × 0.293 mm), high (0.469 mm × 0.469 mm, interpolated to 0.234 mm ×
0.234 mm), and very high (0.390 mm × 0.390 mm, interpolated to 0.195 mm × 0.195
mm) in-plane spatial resolution scans were acquired. 2-3 signal averages (NEX)
were acquired at an acceleration factor (R) of 2 for each scan, with the goal
of limiting scan time to 4-6 minutes to minimize motion artifacts. The k-space
data of the accelerated acquisitions were reconstructed with PICS algorithms
(ESPIRiT and L1-ESPIRiT) [4] using the Berkeley Advanced Reconstruction Toolbox
[5], and the reconstructed k-space data were processed in the Siemens image
calculation environment (ICE) to generate DICOM-compatible images.
For
reference, one patient was scanned on a 1.5T Siemens Aera scanner with two
18-channel external array coils and a spine coil and without an ERC. Pulse
sequence parameters were similar to the above, except that only a moderate
spatial resolution with NEX = 2 was acquired.Results
The
radioactive seed markers were well visualized when imaging at 1.5T (Figure 2).
However, the low CNR and SNR made it difficult to delineate the anatomical
boundaries of the prostate and rectum. Acceleration in a single phase-encoding
direction with a GRAPPA sampling pattern yielded the highest seed marker
conspicuity (Figure 3). Additionally, including an L1 wavelet penalty into the
k-space reconstruction reduced the noise amplification caused by the g-factor
effect (Figure 3, ESPIRiT vs. L1-ESPIRiT). Partial volume artifacts caused some
of the seed markers to be unrecognizable when imaging at the lower in-plane spatial
resolution (Figure 4a). Increasing the in-plane spatial resolution mitigated
these artifacts and improved overall seed marker detection and visualization at
the expense of reduced SNR (Figure 4a,c). Additionally, imaging without the ERC
produced inherently lower SNR than imaging with the ERC. However, the reduced
SNR due to imaging at higher spatial resolution and without an ERC was compensated
by the multi-NEX acquisitions that were enabled by PICS (Figure 5).Discussion and conclusion
The ability to acquire high-quality postimplant MRIs without an ERC has
several advantages including reduced cost, improved patient tolerance, higher
clinical throughput, and greater accessibility for community practices. We
previously demonstrated the feasibility of using PICS to accelerate postimplant
prostate brachytherapy MRIs retrospectively. This study confirmed the
feasibility of this approach in the context of prospective clinical patient
imaging. High spatial resolution images were acquired using a total scan time
between 4-6 minutes, indicating the practicality of this technique for
integration into routine clinical workflow. Multi-NEX acquisitions enabled by
PICS provided the highest quality images for postimplant dosimetry and were
superior to the clinical standard. As such, combining PICS with fully balanced
SSFP enables high resolution and high SNR for prostate brachytherapy MRI
without an ERC.Acknowledgements
The authors would like to acknowledge Brandy Willis and the follow MRI technologists for coordinating and performing the patient MRI exams: Stephanie Carlon, Michelle Underwood, Sandra Schuster, Asa McCoy, Jerell Jones, Vi Dinh, and Richard Triano III.References
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