Jan Paul1, Stefan Wundrak1, Peter Bernhardt1, Wolfgang Rottbauer1, and Volker Rasche1
1Internal Medicine II, University Hospital of Ulm, Ulm, Germany
Synopsis
Cartesian
Tissue Phase Mapping (TPM) usually necessitates respiratory navigators or other
means of motion selection/correction to avoid ghosting artifacts. In radial MRI,
however, motion artifacts result in image blurring rather than ghosting, which
might allow using all respiratory states for reconstruction. The aim of this
study is to investigate the influence of respiratory motion on velocities
obtained from radial Tissue Phase Mapping MRI. Only small biases towards reduced
velocity peaks were found in ungated compared to motion-compensated reconstructions.
Overall velocity agreement of ungated data was very high compared to gated
reconstructions.Motivation
In
Cartesian Cardiac MRI, respiratory motion leads to distinct ghosting artifacts.
This necessitates respiratory navigators or other means of motion
selection/correction also for Cartesian Tissue Phase Mapping (TPM) [1]. With
radial MRI, however, motion artifacts result in image blurring rather than
ghosting, which might allow using all respiratory states for reconstruction. The
aim of this study is to investigate the influence of respiratory motion on
velocities obtained from radial Tissue Phase Mapping MRI.
Methods
Acquisition:
In 10 healthy volunteers, a retrospectively triggered radial golden angle black-blood
TPM sequence with 4-point balanced (Hadamard) velocity encoding and VENC = 30
cm/s was applied in 3 short axis slices. Acquisition parameters were: TR/TE =
5.6 ms / 3.4 ms, flip angle α = 15°, resolution = 1.6 x 1.6
mm2, slice thickness = 8 mm, and FOV = 340 x 340 mm2.
Reconstruction:
Raw data was exported and processed with Matlab. An image-based self-gating
signal [2] was generated for respiratory gating. The respiration signal was
divided into 6 respiration bins with accepting window widths adapted to ensure
similar undersampling in each bin. The bin with the most occurring respiratory
position was defined as the reference bin. Bins with more than 6 mm acceptance
window were rejected to avoid risk of intra-bin motion.
The
following cine reconstructions were performed:
· FREE: no respiratory gating
(accept all data);
· REF: only use reference bin;
· AVG: reconstruct respiration
bins separately, then average;
· MC: as AVG, but perform motion
correction (affine image registration [3] in ROI around heart) before
averaging.
Reconstructions
were done by gridding (FREE; low undersampling) or iteratively (all others) by
GRASP [4].
Analysis:
Image quality and velocity measures for the different reconstructions were
compared by Wilcoxon signed-rank tests with Bonferroni correction for multiple
testing and p-values below 5% were considered significant.
Results
Figure
1 shows magnitude and velocity images for the different reconstruction methods.
Visually, REF has less SNR than the other reconstructions. FREE and AVG appear
slightly blurred, whereas MC is as sharp as REF. Velocity analysis can be
appreciated in figure 2. Segmental velocities over the cardiac cycle are
similar for all reconstruction methods, with only slightly spatial deviations
in REF. Global velocities are also highly similar over the cardiac cycle.
Slight reduction of peaks velocities, however, are apparent compared to REF,
especially in FREE. Velocity peak times between the different reconstruction
methods are neither different in the segmental nor in the global analysis.
Statistical analysis
(Figure 3) confirms the visual impressions. SNR is improved in all methods
compared to REF due to the usage of all acquired rather than only selected data.
Sharpness and image contrast are decreased in FREE and AVG, but similar in MC
to REF. Only some of the velocity peaks are reduced in FREE compared to REF. Overall agreement of velocities with REF as
measured via velocity correlation and RMSE is higher in AVG and MC than in
FREE.
Conclusion
While consideration of respiratory motion seems to
be necessary in Cartesian TPM, free-breathing reconstruction is feasible for
radial TPM without significant influence on the resulting velocities. The small
bias towards reduced velocity peaks might be decreased via respiratory binning
and (motion-compensated) averaging, thus keeping the 100% navigator efficiency
of FREE compared to typically lower acceptance rates of 40%-60% in gated
acquisitions (REF).
Acknowledgements
This study was partially funded by Philips Healthcare and
the NVIDIA Hardware Donation Program.References
[1] Jung et al.: MRM 2006, doi: 10.1002/mrm.20808
[2]
Paul et al.:
MRM 2014, doi: 10.1002/mrm.25102
[3] http://sourceforge.net/projects/niftyreg/
[4] Feng et al.: MRM
2013, doi: 10.1002/mrm.24980