Yuxi Pang1, Dariya Malyarenko1, Matthew Davenport1, Hero Hussain1, and Thomas Chenevert1
1Department of Radiology, UNIVERSITY OF MICHIGAN, ANN ARBOR, MI, United States
Synopsis
This work is to analyze the
respiratory waveforms from dynamic liver MR images related to the motion
artifacts in arterial phase images induced by the contrast-media
administration. The discriminative metrics were defined to quantify the likelihood
of the acutely and temporally impaired breath-holding by the subjects who
received gadoxetate disodium and gadobenate dimeglumine contrast agents. Our preliminary
results show that the indicative metrics derived from recorded respiratory
waveforms objectively confirm prior reported observations that gadoxetate
disodium has a significantly higher likelihood of inducing acute transient
breath-holding difficulties that adversely affect arterial phase image quality. Introduction
Over the years, contrast-enhanced 3D dynamic T1-weighted
gradient-echo magnetic resonance (MR) imaging has played a critical role in detecting
hepatocellular carcinoma (HCC). The introduction of gadoxetate disodium
(GBCM_E) has promised the benefits of dynamic post-contrast imaging with the
added availability of a hepatobiliary phase that may improve HCC detection and be
acquired much more expeditiously than with gadobenate dimeglumine (GBCM_M). However, we found [1] recently that the arterial phase images
with GBCM_E were more often contaminated with respiratory motion artifacts
compared to GBCM_M, and concomitantly more patients reported acutely
impaired breath-holding ability temporally related to contrast material
administration. Similar observations have been reported by others [2-4]. In
order to objectively quantify the effect on respiratory function, we have analyzed
the respiratory waveforms recorded during dynamic scans in a prospective study.
Here, we present the preliminary comparison results from two different
contrast-enhanced liver dynamic MR studies on 104 subjects.
Methods & Materials
All patients signed a consent
form for this prospective IRB approved study. All measurements were performed
on a 1.5T MR scanner (Philips Healthcare, Best, The Netherlands) equipped with
multichannel phased-array coils. Subjects were instructed on breath-holding
before acquiring the dynamic and 3 post-contrast phases (arterial, venous, and
late dynamic) using a 3D spoiled-gradient echo pulse sequence. The respiratory waveforms
for all dynamic phases were recorded. Linear partial Fourier k-space fillings were
used for both phase encoding directions resulting in the time to k-space center
to be equal to one third of the scan duration (< 20 sec). The outer loop in
two phase encodings was set in the AP (anterior to posterior) direction. Both
GBCM_E and GBCM_M were administrated intravenously following published protocols
[1]. The choice of contrast agent was selected based on clinical need, with 67 and
37 subjects injected with GBCM_M and GBCM_E, respectively. The respiratory waveforms
for each dynamic phase acquisition were extracted. Before calculating the
discriminative metrics, those extracted waveforms were weighted by a Gaussian function
whose highest point was matched to the time to k-space center. The
root-mean-square (RMS) was derived from individual weighted respiratory
waveforms, and two RMS differences were defined between pre-contrast and late
dynamic (RMSD1) and between arterial phase and late dynamic (RMSD2). The mean
(ave) and the standard-deviation (σ) of all RMSD1 were calculated to produce discriminative
thresholds (ave ± 2σ), with which the relative change in RMSD2 (i.e. ΔRMSD =
RMSD2 - RMSD1) was compared to determine the effect of contrast material
injection on the respiratory waveform during the arterial phase. All data
analysis and image visualization were done using home-grown software written in
Matlab (Release 2014b, The MathWorks, Inc., Natick, MA.) and IDL (Release 8.5, Exelis
Visual Information Solutions, Boulder, CO).
Results & Discussion
For
93 out of 104 subjects, RMSD1 and RMSD2 were comparable within the
discriminative thresholds (data not shown), indicating consistent
breath-holding patterns during all phases dynamic scans. Figure 1 (b) shows ΔRMSD
(filled circle and diamond) and the associated baseline RMSD1 (cross and plus) for
those who received GBCM_E (in red) and GBCM_M (in blue), respectively.
Discriminatory thresholds are represented by dashed green lines. If subjects
held their breath well initially and had ΔRMSD values beyond the discriminatory
thresholds, they are considered as having experienced unexpected contrast
material-induced respiratory motion during the arterial phase. We found that GBCM_E
was significantly more likely (9/37 vs. 1/67, p=0.0003) to cause adverse
respiratory motion in the arterial phase compared with GBCM_M. Additionally, the
percentages of subjects who could not hold their breath well during all phases dynamic
scans (indicated by ‘+’ and ‘x’ beyond the dashed-lines) were similar (5/67 vs.
3/37) across contrast agents. An exemplary GBCM_E-enhanced case (indicated by a
green arrow in Fig. 1 (b)) is presented in Figure 1 (a), which shows the
compromised arterial phase image (lower-left panel) and the corresponding oscillated
respiratory waveform (red line in upper-left panel). For comparison, an
exemplary GBCM_M-enhanced case is presented in Figure 1 (c) showing consistent
normal breath-holding and high-quality dynamic images. In summary, the
indicative metrics derived from recorded respiratory waveforms objectively confirm
prior reported observations that gadoxetate disodium (GBCM_E) has a significantly
higher likelihood of inducing acute transient breath-holding difficulties that adversely
affect arterial phase image quality.
Acknowledgements
No acknowledgement found.References
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