Anna Sophie Wittgenstein1, Marco Barbero Mota2, Giacomo Annio2, Guillaume Rucher2, Rachida Aid-Launais2, Rami Mustapha3, David Alexander Nordsletten1,4, and Ralph Sinkus1,2
1School of Biomedical Engineering and Imaging Sciences, King's College London, London, United Kingdom, 2INSERM-Université de Paris, Paris, France, 3chool of Cancer and Pharmaceutical Sciences, King's College London, London, United Kingdom, 4Department of Biomedical Engineering and Cardiac Surgery, University of Michigan, Ann Habor, MI, United States
Synopsis
In vivo assessment of biomechanical properties in the left ventricle carries substantial promises for disease characterization. Its proper quantification, however, is far from straightforward. We propose an ECG-gated 3D CINE GRE sequence with motion encoding gradients (TR=7ms) and time-shifted mechanical excitation to quantify the propagation of transient shear waves at a temporal resolution of 0.7ms. In-vivo results in anesthetised rats show apparent shear waves speeds around 8m/s at mid diastole, compatible with recent human in-vivo data.
Introduction
Magnetic Resonance Elastography (MRE) is a non-invasive medical imaging
modality that generates quantitative maps of stiffness properties of soft
tissue (e.g. liver, brain, breast), primarily used to detect fibrosis and
characterize tumour mechanics. While some extensions of MRE to the heart have
been published [1],[2],[3],[4],[5]
widespread use has been limited largely due to the physiological buffering
isolating the heart from surrounding organs and tissues, and challenges
regarding the proper quantification of biomechanics using stationary shear
waves in a thin and stiff structure such as the septum. To simplify the step
from shear waves to mechanical properties we therefore propose the usage of a
short transient wave pulse that exhibits a distinct directionality and does not
suffer from reflections. Wave guidance effects will lead to geometrically
induced dispersion effects that need to – but can easily - be taken properly
into account. Recent human data revealed shear
wave speeds of ~5m/s at frequencies around 200Hz for the time of aortic valve
closure in healthy volunteers. Here, using a 7T preclinical MRI system,
we investigate the possibility to track the spatio-temporal propagation of an
externally generated shear wave (200Hz,
one single period) through the septum of an anesthetized rat during mid
diastole (100ms after the beginning of the R-R cycle).Methods
A 3D printed custom-build setup allows to generate a mechanical push
via a piston located just underneath the thorax of the rat (Fig.1B). An ECG+respiratory gated 3D GRE Flash
cardiac CINE sequence (TE=3.5, TR=7ms) was rendered motion sensitive via a
bipolar gradient (1ms length, 150mT/m strength) with 20 movie frames covering
the cardiac cycle of the rat. The external 200Hz mechanical excitation was
delayed by 100ms relative to the beginning of the R-R cycle to probe the septum
during mid diastole (Fig.1A) .
To enhance the otherwise limited temporal resolution of 7ms (i.e. one
TR), image acquisition was repeated 10x times with the 200Hz push delayed each
time by an accumulative delay of 7ms/10=0.7ms (Fig.2)
[6]. Importantly, image acquisition
remained temporarily locked to the beginning of the R-R cycle to ensure
fidelity of space with respect to the cardiac cycle. Retrospective re-ordering
of the data allowed to investigate the transient propagation of the shear wave.
Image resolution was 1x1x1.5mm3 with an effective data acquisition time of
approximately 20mins. Experiments in an
US-gel sample were performed to test the ability to thereby track at high temporal
resolution the propagation of shear waves and to recover correct values for
wave speed (Fig 3). Subsequently, three
rats were used to demonstrate the
feasibility of the proposed method in-vivo. Wave propagation was quantified via
waterfall diagrams showing the temporal phase evolution along a predefined
line. Hence, the slope of the perturbation within the waterfall diagram yields
the apparent wave speed.Results
Figure 4 shows the wave propagating through the gel (A,B) and the waterfall
diagram (C) along the line drawn in A. The known speed within the gel of ~1m/s
is properly recovered. Figure 5 shows three
slices through the cardiac cycle -early systole, early diastole and end of
diastole.with a predefined line on the MRI magnitude image (red) at the beginning
of diastole as well as the corresponding waterfall diagram for a selected rat.
We find a propagation speed of ~2.5m/s in the tissue before the thorax
(space-time 0 to 1), matching
expectations at a frequency of 200Hz. From the waterfall diagram it is obvious
that the wave experiences a significant acceleration within the septum,
reaching values around ~8m/s (space-time 2 to
3) with currently a significant error of 3m/s. This error can be greatly
reduced by increasing the temporal resolution of the acquisition.Despite the
currently large uncertainty, it is obvious that propagation is not compatible
with shear wave speeds around 2m/s = 2mm/ms.Conclusion
We have developed an ECG+Respiratory gated 3D CINE Flash MRE sequence
that is capable to capture transient waves at very high temporal resolution.
The current resolution of 0.7ms can easily be increased to 0.175ms by sampling
less slices (4 instead of 8) and doubling the data acquisition time
to approximately 40mins. In-vitro experiments show that the approach yields
correct wave speeds in gauged materials. The in-vivo application to the rat
heart shows exciting initial results: first, we are able to track the
propagation of the transient wave within the septum; second, we clearly observe
very high wave speeds during mid diastole compatible with recent human in-vivo
data. Those speeds clearly indicate levels of stiffness well beyond 2kPa
measured with other approaches. The current methodology allows to actually
sample several punches throughout the cardiac cycle whereby enabling a simple
way to quantify changes in biomechanics during systole and diastole, without
prolongation of data acquisition time. The advantage of this approach lies in
its simplicity: due to the transient nature of the wave and its predefined
direction of propagation, we do not deal with wave reflections and thus there
is not necessity to solve for a 3D wave equation. The only limit is to properly
consider geometrically induced dispersion which can be dealt with easily via
computational modelling. The next step is to quantify biomechanics over the
entire cardiac cycle and study a cardiac infarct model.Acknowledgements
No acknowledgement found.References
[1] Arani A, Arunachalam SP, Chang ICY, Baffour F, Rossman PJ, Glaser
KJ, Trzasko JD, McGee KP, Manduca A, Grogan M, Dispenzieri A, Ehman RL, Araoz
PA. Cardiac MR elastography for quantitative assessment of elevated myocardial
stiffness in cardiac amyloidosis. J Magn Reson Imaging. 2017
Nov;46(5):1361-1367. doi: 10.1002/jmri.25678. Epub 2017 Feb 25. PMID: 28236336;
PMCID: PMC5572539.
[2] Robert B, Sinkus R, Gennisson J, Fink M. Application of
DENSE-MR-elastography to the human heart. Magn Reson Med. 2009;
62(5):1155–1163. [PubMed: 19780150]
[3] Arani A, Glaser KL, Arunachalam SP, et al. In-vivo, high-frequency
three-dimensional cardiac MR elastography: Feasibility in normal volunteers.
Magn Reson Med. 2016
[4] Elgeti T, Tzschaetzsch H, Hirsch S, et al. Vibration-synchronized
magnetic resonance imaging for the detection of myocardial elasticity changes.
Magn Reson Med. 2012; 67(4):919–924. [PubMed: 22294295]
[5] Elgeti T, Beling M, Hamm B, Braun J, Sack I. Cardiac magnetic
resonance elastography toward the diagnosis of abnormal myocardial relaxation. Invest Radiol.
2010; 45(12):782–787. [PubMed: 20829709]
[6] Troelstra M, Runge J,
Burnhope E, Polcaro A, Guenthner C, Schneider T et al. Shear wave cardiovascular
MR elastography using intrinsic cardiac motion for transducer-free non-invasive
evaluation of myocardial shear wave velocity. Nature Scientific Reports. 2020
Nov 30