Brian Johnson1,2, Ivan E. Dimitrov1,3, Sandeep Ganji1, Yasutomo Katsumata4, Mariya Doneva5, Ali Pirasteh 2, Johannes Peeters6,7, and Ivan Pedrosa2
1Philips Healthcare, Gainesville, FL, United States, 2Radiology, University of Texas Southwestern Medical Center, Dallas, TX, United States, 3Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, TX, United States, 4Philips Healthcare, Tokyo, Japan, 5MR Resarch & Development, Philips Healthcare, Hamburg, Germany, 6MR Clinical Science, Philips Healthcare, Best, Netherlands, 7MR Resarch & Development, Philips Healthcare, Best, Netherlands
Synopsis
Non-Contrast Enhanced angiography of the renal arteries is
an important technology for patients with chronic kidney disease. Existing
techniques, like b-TRANCE, have long acquisition times, which makes them
sensitive to motion artifacts. Respiratory triggering or navigation can be used
to improve motion robustness. This however results in even longer scan times.
Compressed SENSE is an effective way for accelerating 3D acquisitions and can
be used to substantially reduce scan times. In this study, we report
preliminary results of a breath hold and free breathing approaches for
contrast-free renal angiography by combining b-TRANCE with compressed SENSE.
Introduction
Non-Contrast
Enhanced (NCE) angiography techniques have experienced a resurgence due to
safety concerns with gadolinium based contrasts agents and technical
advancements in these techniques1.
NCE angiography of the renal arteries is especially important for
patients with chronic kidney disease.
However, many of these techniques suffer from long scan times and are sensitive
to artifacts due to breathing motion2. B-TRANCE, a VCG-triggered
balanced steady state free precession acquisition in combination with a slice
selective inversion pulse, is such a NCE angiography technique3. The acquisition time is normally on the order
of 3 to 5 minutes, depending on the required coverage and resolution. In this work, we explore the use of
compressed SENSE, the combination of compressed sensing and SENSE, to reduce
the acquisition time to fit in a single breath hold. The diagnostic image quality and
reproducibility of b-TRANCE of the renal arteries in combination with
compressed SENSE was accessed. Methods
All experiments were performed on a 3T Ingenia Philips MRI
scanner (Philips Healthcare, Best, The Netherlands) equipped with a
multi-transmit body coil, 16 channel anterior receive coil and 12 channel
posterior receive coil. Four normal volunteers
underwent scanning to investigate b-TRANCE acquisitions, comparing compressed SENSE acquisitions to standard
of care non-accelerated acquisitions, and to investigate the reproducibility of
b-TRANCE with compressed SENSE.
Acquisition parameters are outlined in Table 1. Two sets of compressed SENSE scans were
acquired, one with and one without breath hold.
Each b-TRANCE acquisition with compressed SENSE was scanned three times
to assess reproducibility. Two
additional volunteers were scanned to investigate the utility of b-TRANCE and
compressed SENSE at high acceleration factors (up to 16).
The compressed SENSE method used
is a fully integrated combination of compressed sensing and SENSE, using variable
density sampling and sparsity constraint in the wavelet domain. The
regularization parameter to balance sparsity constraining and data consistency was
set to a level of de-noising of 20%.
Images were then reviewed by a radiologist to access image quality,
demonstrated diagnostic criteria, and reproducibility. The study
adhered to the local Institutional Review Board guidelines. Results
Figure
1 shows representative maximum intensity projections (MIP) of the b-TRANCE
acquisitions with compressed SENSE compared to images acquired without any
acceleration. Figure 2 shows
reproducibility scans from one volunteer for the breath hold and non-breath
hold techniques. Figure 3 shows the source and MIP images from one volunteer
acquired with an acceleration factor of 16 that resulted in a breath hold time
of 19 seconds, while still retaining
the resolution of the non- accelerated acquisition. The renal arteries are clearly depicted in
all images. Review by a radiologist reported
all scans being of diagnostic quality, with high image quality reproducibility. Discussion
Our
preliminary results suggest that b-TRANCE with compressed SENSE can provide
diagnostic quality images that can be acquired in a single breath hold. Image quality with compressed SENSE was also
shown to be consistent and reproducible.
b-TRANCE with compressed SENSE allows for a drastic time savings and may
lead to routine clinical use without the need to administer
contrast. Given that b-TRANCE is
currently a non-breath hold technique, we also show that when combined with
compressed SENSE it can still be used to acquire a diagnostic renal MRA in 30
seconds. This has direct clinical
utility given not all patients can perform consistent breath holds or remain on the table
for lengthy scan acquisitions. These overall time savings with both breath hold
and non-breath hold techniques will translate to increased productivity. Acknowledgements
No acknowledgement found.References
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free precession MRA of the renal arteries: Breath‐hold and
navigator‐gated techniques vs. CE‐MRA." Journal
of Magnetic Resonance Imaging 26.4 (2007): 966-973.