Markus Henningsson1 and Rene Botnar1
1Imaging Sciences and Biomedical Engineering, King's College London, London, United Kingdom
Synopsis
Image-based navigation (iNAV) is a promising respiratory
motion correction approach for coronary MR angiography (CMRA). However, for dual-phase
CMRA the technique may fail due to the different cardiac motion states of the systolic
and diastolic acquisition. Here we propose the use of separate independent systolic
and diastolic iNAV acquisitions to address this issue. We compared iNAV to the
conventional diaphragmatic one-dimensional navigator (1D NAV) in 8 healthy
subjects. The proposed technique achieves similar or improved coronary vessel
sharpness compared to 1D NAV while reducing dual-phase CMRA acquisition time.Purpose
Dual-phase coronary MR angiography (CMRA) allows for
high-resolution, volumetric visualization of cardiovascular anatomy and
function, and has proven particularly useful in patients with congenital heart
disease
1. With this approach, high-resolution whole-heart CMRA is
acquired during both systolic and diastolic rest period. However, the
dual-phase CMRA images are susceptible to degradation due to respiratory motion
as well as prolonged scan times due to low gating efficiency. Image-based
navigation (iNAV) is an emerging approach for respiratory motion correction
which allows tracking and correction of respiratory motion directly on the
heart
2. Nevertheless, the different cardiac motion states of the systolic and
diastolic iNAVs require further improvement of this technique to enable
accurate motion correction for dual-phase CMRA. The purpose of this study was
to implement and evaluate a new iNAV approach for dual-phase CMRA.
Methods
The proposed iNAV motion correction strategy for dual-phase
CMRA is shown in Figure 1. Separate iNAV references were acquired for the
systolic and diastolic phase, to account for differences in cardiac motion
state. The iNAV references were defined as the first acquired iNAV in each cardiac
phase. Each subsequent iNAV for a certain phase was registered to its
corresponding iNAV reference using normalised cross-correlation. Translational
motion correction was performed in foot-head and left-right direction.
Additionally, respiratory gating was implemented using the diminishing variance
algorithm, where a gating efficiency of 50% was assumed. With this approach,
the systolic and diastolic iNAVs were separately gated to end-expiration. The iNAV
motion correction and gating was implemented inline on the scanner and no
post-processing of the CMRA was required.
In a pilot study, the proposed use of independent systolic
and diastolic reference iNAVs was compared to a scenario where a single iNAV reference
was used for both cardiac phases. To investigate this a diastolic reference
iNAV was registered to systolic iNAVs to motion correct a systolic CMRA, and a
systolic reference iNAV registered to diastolic iNAVs to motion correct a
diastolic CMRA. This was to evaluate the influence of cardiac
motion in the iNAV motion estimation and was performed in two healthy volunteers.
The dual-phase CMRA with independent systolic and diastolic iNAV
correction and gating was evaluated in 8 healthy subjects. For comparison a
dual-phase scan was acquired using conventional 1D diaphragmatic navigator (1D
NAV) with a 0.6 tracking factor and 5mm gating window. The CMRA sequence had
the following imaging parameters: FOV=300×300×100mm (coronal orientation),
Δx=1.5×1.5×1.5mm3, α=70°, SENSE=2.5 (phase encoding direction). All
experiments were performed on a 1.5T clinical scanner (Philips Healthcare, Best,
The Netherland) using a 32-channel cardiac coil. The dual phase CMRA datasets
were reformatted using dedicated software to visualize the right coronary
artery (RCA), left anterior descending (LAD) artery and left circumflex (LCX)
artery. Vessel sharpness was measured for the RCA, LAD and LCX for both cardiac
phases and for both motion correction methods. Furthermore, the scan time was
recorded for all dual phase CMRA scans.
Results
The pilot study in two healthy volunteers demonstrates improved
image quality obtained when using independent systolic and diastolic iNAVs,
shown in Figure 2.
Representative images from two healthy volunteers are shown in
Figure 3, where improved visualization of coronary arteries can be seen using
iNAV compared to 1D NAV. The vessel sharpness for systole and diastole of the
RCA, LAD and LCX using iNAV and 1D NAV, averaged across all 8 healthy subjects
are shown in Figure 4. For the systolic phase the LAD was significantly sharper
using iNAV compared to 1D NAV (p < 0.05). For the diastolic phase the iNAV
provided sharper LAD (p<0.05) and RCA (p<0.05) compared to 1D NAV. The
dual phase CMRA scan time using iNAV was 4(min):51(sec)±0:24, while using 1D
NAV the scan time was 7:48±2:18, a difference that was statistically
significant (p<0.001).
Discussion
We have implemented and evaluated a new approach for dual-phase
CMRA using image-based navigation. This approach maintains a high accuracy of
respiratory motion tracking, despite the different cardiac motion states of the
data acquisition, by employing two independent navigator references. It
compares favorably to the conventional 1D NAV approach in healthy subjects, by
providing similar or better vessel sharpness while reducing scan time.
Acknowledgements
No acknowledgement found.References
1. Hussain T, et al Three-dimensional dual-phase
whole-heart MR imaging: clinical implications for congenital heart disease.
Radiology. 2012 May;263(2):547-54.
2. Henningsson M, et al. Whole-heart
coronary MR angiography with 2D self-navigated image reconstruction. Magn Reson Med. 2012 Feb;67(2):437-45.