Sebastian Lars Bidhult1,2, Johannes Töger1, Einar Heiberg1,2, Erik Hedström1,3, and Anthony H Aletras1,4
1Clinical Sciences Lund, Clinical Physiology, Lund University, Skane University Hospital, Lund, Sweden, 2Biomedical Engineering, Faculty of Engineering, Lund University, Lund, Sweden, 3Diagnostic Radiology, Lund University, Skane University Hospital, Lund, Sweden, 4Laboratory of Computing and Medical Informatics, Aristotle University, School of Medicine, Thessaloniki, Greece
Synopsis
Fetal
cardiovascular MRI may enhance clinical flow measurements. The lack of fetal
ECG for gating however makes phase contrast (PC) flow quantification
challenging. Metric Optimized Gating (MOG) overcomes this limitation, but is
currently applied only in a single center. We provide independent pulsatile-flow
phantom validation of MOG PC-MRI for fetal flow volumes and heart rates, and measurements
in human fetuses in a second center. Flow by MOG agrees with timer/beaker and
gated flow quantification, and gives pulsatile fetal flow curves in a second
center, suggesting MOG PC-MRI as a reliable tool for fetal flow quantification
in more centers.
Introduction
Fetal
cardiovascular magnetic resonance imaging (MRI) is an emerging tool with the potential
to enable physiological measurements currently unavailable by fetal ultrasound.
The lack of an ECG signal makes fetal time-resolved flow quantification challenging.
Metric Optimized Gating (MOG)1 can potentially overcome this
limitation, combining oversampling of each heartbeat with retrospective
numerical optimization to find underlying RR-intervals, but currently only used
in a single center. If shown reproducible at multiple sites, MOG may contribute
further to fetal cardiovascular research and potentially make its way into
clinical routine. Therefore, this study aimed to provide independent phantom
validation of MOG PC-MRI at flow volumes and heart rates corresponding to the
fetal cardiovascular system, and to evaluate MOG PC-MRI in human fetuses at a
second center. Methods
The flow
phantom consisted of a pulsatile pump and a flow rectifier connected to a water
tank, originally designed for pulsatile flow and vortex ring formation
experiments2. The flow rectifier nozzle was extended with a plastic
tube with 6.3mm inner diameter, comparable to the umbilical vein and fetal descending
aorta towards term. The pump was set to 145 bpm and a trigger signal was
forwarded to the MR system for image gating.
Two
sequences for time-resolved 2D PC-MRI were acquired in a transversal plane perpendicular
to the tube: 1) The MOG sequence with simulated gating frequency as previously described1
with parameters as below, and 2) a conventional retrospectively gated PC-MRI
sequence with matching parameters using the pump trigger signal for gating.
Background phase offsets were estimated after stopping the pump, using PC-MRI
acquisitions with matching parameters and an averaging factor (NSA) of 50 for
improved SNR.
Background
phase correction was performed by subtraction of a first-order polynomial fit
derived from the averaged acquisition. Timer/beaker measurements were used as flow
volume reference standard. The experiment was repeated for four stroke volumes ranging
from 1–5ml.
Furthermore,
four healthy fetuses (gestational week 34-36) were included after informed
consent by the mother-to-be. Data were acquired using a 1.5T MR system (Siemens
Aera, Erlangen, Germany). A MOG-reconstructed PC-MRI sequence was used to
estimate flow volumes and profiles in the umbilical vein after its entrance in
the fetus and in the fetal descending aorta during a maternal breath hold.
Typical sequence parameters: Voxel size 1.3x1.3x5mm3, velocity
encoding 150cm/s, acquired temporal resolution 31ms and a simulated RR-interval
of 525ms. Background phase correction was performed using subtraction of a
first-order polynomial fit of the phase spatial variation for each acquisition.
MOG reconstructions were performed in the MOG-OnIdea software (version 2.7)
developed in Toronto.
Flow curves
and flow volumes with and without MOG reconstructions and reference methods were
compared using Bland-Altman analysis for bias and variability, and the Wilcoxon
matched-pairs signed rank test was applied with p<0.05 considered
statistically significant.Results
From timer/beaker
measurements, the four pump programs delivered 0.9, 1.7, 3.1 and 4.9ml per pump
stroke. PC-MRI showed pulsatile flow for all programs. Both pump- and MOG-gated
acquisitions slightly overestimated flow volumes (0.3±0.4ml and 0.05±0.4ml, respectively; Figure 1). Figure 2 shows measured flow profiles
from both sequences. MOG reconstructions underestimated peak flow rates compared
to the pump-gated sequence for all programs.
In the fetuses,
vessel diameters of the umbilical vein and fetal descending aorta were 5–9mm. Flow
pulsatility was not shown without MOG. After MOG reconstruction, pulsatile flow
was shown in the descending aorta in all subjects (Figure 3). Stroke volume bias
without and with MOG was 0.3±0.4 ml (umbilical vein;p=0.375) and -0.3±1.3 ml (descending aorta;p=0.75).Discussion
Phantom
experiments showed overestimation of flow volumes by 2D PC-MRI. Residual
background phase offsets connected to gradient hardware temperature variations
as previously reported may explain this in part3. The reduced flow
volume bias of the MOG sequence may originate from the observed underestimation
of peak flow rates.
Application
of MOG in fetuses yielded pulsatile flow curves for the descending aorta but
not for the umbilical vein, as expected in healthy pregnancies, and net flow
volumes were preserved. Further optimization of the PC-MRI sequence in terms of
spatial and temporal resolution may however improve measurements in smaller
vessels, i.e. other vessels but also earlier during pregnancy or in
growth-restricted fetuses.Conclusion
The pulsatile-flow
phantom experiments show agreement between MOG PC-MRI, the reference gated sequence
and timer/beaker flow volume measurements, while peak flow shows an
underestimation which reproduces and confirms previous developments by Jansz et
al1. In-vivo fetal flow quantification was feasible in a second
center. This suggests MOG PC-MRI as a reliable tool for fetal cardiovascular
flow quantification in more centers, increasing the availability of fetal
cardiovascular MRI.Acknowledgements
No acknowledgement found.References
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2. Toger J, Bidhult S, Revstedt J, Carlsson M, Arheden H, Heiberg E. Independent Validation of Four-Dimensional Flow MR Velocities and Vortex Ring Volume Using Particle Imaging Velocimetry and Planar Laser-Induced Fluorescence. Magn Reson Med. 2016;75(3):1064-1075;
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