Chengcheng Zhu1, Lizhen Cao1,2, Zhaoying Wen1,3, Sinyeob Ahn4, Esther Raithel5, Christoph Forman5, Michael D Hope1, and David Saloner1
1Radiology, University of California, San Francisco, San Francisco, CA, United States, 2Radiology, Xuanwu Hospital, Beijing, China, 3Radiology, Anzhen Hospital, Beijing, China, 4Siemens Healthcare, San Francisco, CA, United States, 5Siemens Healthcare, Erlangen, Germany
Synopsis
Although 3D non-contrast high-resolution
black-blood MRI (DANTE-SPACE) is a promising tool for the surveillance of abdominal aortic aneurysm (AAA), it
requires lengthy scans (~7 minutes). We implemented a compressed sensing method
(CS-DANTE-SPACE) to reduce the scan time by 41% (to ~4 minutes), and tested its
feasibility in 20 AAA patients undergoing routine follow-up. We found
CS-DANTE-SPACE achieved accurate diameter/area measurements and intraluminal thrombus
(ILT) identification, and provided better contrast and vessel sharpness.
CS-DANTE-SPACE is a promising tool for AAA surveillance
in the clinical setting.
Introduction
Abdominal
aortic aneurysm (AAA) is a common condition and is associated with high mortality. Currently, clinical management
of AAA is based on the maximal diameter, and AAAs with diameter >5.5cm are candidates
for intervention. The majority of patients with smaller AAAs (<5.5cm) are
followed with surveillance programs. We previously developed a 3D non-contrast
black-blood MRI technique (DANTE-SPACE 1) for use in AAA surveillance, that
showed good accuracy and reproducibility compared to gold-standard CTA2. However, this technique requires
a scan of ~7 minutes. Scans of this
length are poorly tolerated by patients and are more vulnerable to patient
motion. This study aims to evaluate whether an accelerated DANTE-SPACE
technique using compressed sensing (CS-DANTE-SPACE) can be used for surveillance
of patients with AAA disease with the benefit of scan time reduction.Methods
Study
population: 20 AAA patients (all male, age 69±8 years)
under clinical surveillance were recruited for this study. This is a part of a clinical trial that follows
up with AAA patients every 6 months using high-resolution MRI. 2 patients were
scanned again 6 months later. In total, 22 image datasets were acquired. Sequences:
MR imaging was performed on a clinical 3T system (MAGNETOM Skyra, Siemens Healthcare, Erlangen,
Germany). All patients underwent T1-weighted DANTE-SPACE (prototype) and CS-DANTE-SPACE (prototype) scans. Scanning parameters: TR/TE 800/20ms; echo
train length 60; 1.3mm isotropic resolution. For DANTE-SPACE, parameters were; GRAPPA
2, 6/8 partial Fourier, avg=3.4 (multiple averages were used to average
abdominal motion and improve SNR1), and scan time= 7:10. For CS-DANTE-SPACE,
parameters were; a variable-density Poisson disk pattern (Figure 1) with 20 %
under-sampling, avg=4, and scan time= 4:12min (59% of DANTE-SPACE) A regularization
factor of 0.002 and 20 iterations were used for image recon 3. Image
Analysis: Two radiologists, blinded to the sequences used, independently
read images and measured the maximal diameter of AAA, the intra-luminal
thrombus (ILT)/wall and lumen area, ILT-to-muscle signal intensity ratio, and the
ILT/wall-to-lumen contrast ratio. One reviewer measured the inner lumen
boundary and outer wall boundaries’ sharpness in two orthogonal directions
across the aneurysm (left to right and anterior to posterior) using a
previously defined method 4.Results
Quantitative comparison of the two sequences is shown in Table 1. Sample images of DANTE-SPACE
and CS-DANTE-SPACE are shown in Figure 2
and 3. There was excellent agreement between the two sequences for diameter
and area measurements (ICCs>0.99) and good agreement for ILT ratio measurements
(ICC = 0.779). There was no significant bias between the sequences (p>0.05).
CS-DANTE-SPACE had a higher ILT/wall-to-lumen contrast ratio (p=0.01) and
higher lumen/wall boundary sharpness compared with DANTE-SPACE (p=0.002). Results
from the two radiologists’ reading were in excellent agreement for
diameter/area measurements (ICC = 1.000 and 0.998) and ILT signal ratio
measurements (ICC = 0.941).Discussion
This
study demonstrated that the compressed sensing method can be used in a clinical
setting for the routine follow-up with patients with AAA condition. To our best
knowledge, this is the first study showing that compressed sensing black-blood
vessel wall imaging can be used in a clinical surveillance program. Previous studies were limited in that they only
included healthy volunteers or a very small number of patients (n<10)5 6. Even
with a reduction of 41% in scan time, higher ILT/wall-to-lumen contrast ratio,
and better sharpness, CS-DANTE-SPACE achieved diameter/area measurements of the
AAAs that were comparable to that of conventional DANTE-SPACE. The improved sharpness and contrast ratio found
for CS-DANTE-SPACE is likely related to decreased breathing artifacts and bulk
motion that result from the reduction in scan time. This is apparent in Figure 2. Considering that AAA patients often have an age
>65 years, a reduction in scan time can improve patient comfort and increase
the success rate of scanning. In AAA surveillance programs, repeated scans are
regularly performed, and a reduction of failed studies also reduces monitoring costs. CS-DANTE-SPACE also reliably quantifies the
ILT signal which is significant as the ILT composition is an emerging biomarker
for AAA progression7.Conclusion
Compressed sensing black-blood MRI (CS-DANTE-SPACE)
can reduce scan time while maintaining image quality in AAA imaging. It is a promising
tool for the surveillance of patients with AAA disease in the clinical setting. Acknowledgements
No acknowledgement found.References
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