Nan Zhang1, Qingwei Song2, Ailian Liu2, Haonan Zhang2, Renwang Pu2, Jiazheng Wang3, and Zhiwei Shen3
1The First Affilliated Hospital of Dalian Medical University, Dalian, China, 2The First Affiliated Hospital of Dalian Medical University, Dalian, China, 3Philips Healthcare, Beijing, China, Beijing, China
Synopsis
Amide proton transfer weighted (APTw) imaging is a novel and
promising MRI method for brain tumor imaging, but it can be time-consuming.
Common parallel imaging methods, like SENSE,
can lead to reduced image quality and increased artifact at high acceleration
factors. Here,
the compressed SENSE
(CS) technique with combined strength from both compressed sensing and SENSE was
evaluated for the acceleration of APTw imaging in brain. Results showed that it is
feasible to apply an CS accelerator factor of 5 to APTw imaging of brain tissue
and tumor, which could reduce the scan time to less than 1 min.
Introduction:
Amide proton transfer weighted (APTw) imaging is a type
of MR molecular imaging technique based on chemical exchange between free bulk
water protons and the amide protons (-NH) of endogenous mobile proteins and
peptides in tissue. [1, 2] Clinical applications of APTw imaging on brain
tumors were very promising, but the long scan could be a limitation especially
for 3D APTw imaging. Some studies have been carried out to evaluate the application
of compressed sensing for accelerating the acquisition of APTw images [3, 4],
but the effects of different accelerators on APTw images needs to be further
explored. Moreover, the compressed SENSE (CS) technique with combined strength
from both the compress sensing and conventional SENSE method has been
evaluated for accelerated scan of different sequences in different tissues. The aim of the current study was to evaluate
the performance of compressed SENSE for 3D brain APTw imaging with different acceleration
factors, and the results were compared with those by SENSE.Methods:
MR scans were performed on a 3.0 T scanner (Ingenia CX,
Philips Healthcare, Best, the Netherlands) using a body coil for RF transmit
and a 32‐channel head coil for signal receiving in our hospital in 34 brain
tumor patients (44.00±19.65, range:11-64 years ,18 women). The tumors included 12
meningiomas, 11 metastatic tumors, and 11 gliomas. APTw imaging were accelerated
by compressed SENSE with acceleration factors (AF) of 2, 3, 4 and 5 (CS2-CS5) and
by conventional SENSE with an AF of 1.6 (SENSE1.6, as a reference scan). The
other scan parameters were shown in Table 1. The APTW images
were transfer to the Philips IntelliSpace Portal for the APTmean, APTmax,
APTmax-min and APTmin measurements. Five regions of
interest (ROIs) were draw on the APTw image by SENSE1.6 with co-registration
and fusion on the Gd-T1 weighted image and copied to the other APTw images by
CS-SENSE; the size of each ROI was fixed at 15 pixels (Fig 2-4). The
ROIs were draw with exclusion of necrosis, cystic cavities, large vessels,
calcification, and hemorrhagic components. For each patient, the APTw values in
five ROIs (APTw1, APTw2, … APTw5) were recorded. Then, the maximum value (APTmax),
the minimum value (APTmin), the maximum–minimum value (APTmax-min), and (APTw1 +
APTw2 + … + APTw5 )/5(APTmean)
were calculated. The multivariate analysis of variance was used to identify APT
values under different AF in brain tumor patients.Results:
The APTmean, APTmax, and APTmin
values obtained from the CS scans with AFs of 2、3、4、5 for different types of
brain tumors were well maintained as compared with the reference scan (SENSE1.6).
No significant difference of APTmean and APTmax was
observed between the reference and CS-accelerated scans. The APTmin measured
by CS-accelerated scans were significantly different from those by the
reference scan. There was no significant difference in APTmean,
APTmax, and APTmin among different scans for each of
three brain tumors. (Table2、3、4) The scan time of CS-accelerated APTw imaging was
dramatically reduced to 106 S (CS 5)as compared to SENSE1.6 (3:39 mins). Discussion and Conclusion:
In the current study, brain APTw imaging accelerated
by compressed SENSE with increased acceleration factors (AF 2-5) could be
comparable to results by SENSE with AF of 1.6. According to our result, the
acceleration factor 5 for compressed SENSE technique was recommended in future
study, saving at least 70 % scan time compared to the SENSE acceleration. In
summary, compressed SENSE could be successfully extended to accelerated 3D APTw
imaging without compromising image quality, and it would be beneficial for a
wide range of clinical applications.Acknowledgements
No acknowledgement found.References
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