Ruiming Chen1, Sydney Nguyen2,3,4, Kai D. Ludwig1, Daniel Seiter1, Megan E. Murphy2,3,4, Kathleen M. Anthony2,3,4, Terry K. Morgan5, Ante Zhu6,7, Dahan Kim1, Sean B. Fain1,6,7, Oliver Wieben1,6, Thaddeus G. Golos2,3,4, and Kevin M. Johnson1,6
1Medical Physics, University of Wisconsin - Madison, Madison, WI, United States, 2Wisconsin National Primate Research Center, University of Wisconsin - Madison, Madison, WI, United States, 3Comparative Biosciences, University of Wisconsin - Madison, Madison, WI, United States, 4Obstetrics & Gynecology, University of Wisconsin - Madison, Madison, WI, United States, 5Pathology, Oregon Health & Science University, Portland, OR, United States, 6Radiology, University of Wisconsin - Madison, Madison, WI, United States, 7Biomedical Engineering, University of Wisconsin - Madison, Madison, WI, United States
Synopsis
Effective
non-invasive assessment of placental health, particularly in early pregnancy,
is of clinical interest but currently lacking.
Arterial spin labeling (ASL) MRI can safely provide local functional
assessment of placental perfusion, however, placental perfusion imaging is
challenging and current approaches have shortcomings. Here we investigate a
multi-slice velocity-selective (VS ASL) sequence with volumetric placental
perfusion assessment and report on local and global perfusion across multiple
gestational stages for zika-infected rhesus macaques and healthy controls.
Introduction
Abnormal placental perfusion is associated with pregnancy
complications including fetal growth restriction and preeclampsia.1,2
Arterial Spin Labeling (ASL) perfusion MRI is a compelling method to safely and
non-invasively assess local perfusion without the need for an exogenous
contrast agent. However, ASL perfusion
MRI in the placenta poses unique challenges, including (1) motion artefacts
(fetus and maternal breathing motion), (2) variability in placental geometry
and location, (3) maternal and fetal blood supply, and (4) long transit times
from the arteries to intervillous space. FAIR ASL is limited to single slice
acquisitions and pseudo-continuous (PC) ASL is commonly used in vascular
regions such as the brain, but requires careful selection of tagging regions
which is not conducive for placenta imaging due to the location and tortuous
path of the feeding maternal arteries. Velocity-selective (VS ASL) MRI3
has emerged as an alternative approach where tagging is achieved based on its
velocity instead of location and its feasibility for placenta imaging has been recently
demonstrated for a 3D spiral sequence.4 Here we introduce a modified
VS ASL sequence that provides volumetric coverage with an interleaved 2D multi-slice
approach for reduced motion sensitivity and demonstrate its feasibility across
gestational stages in a non-human primate model. Methods
Subjects: Six rhesus macaques were imaged up to 3
times across gestational stages (Table 1). The subjects received a Zika virus
(ZIKV) injection of 104 (2 subjects) or 106 (2 subjects) plaque
forming units (PFU) and the control group (2 subjects) received a saline
injection. All injections occurred in amniotic fluid around gestational age of
55 days (54.7±1.9 days).
Pathology: After delivery via C-section, the placenta
was analyzed for number of cotyledons and subsequently scored by a pathologist for abnormalities
including chronic histiocytic intervillitis, acute chorioamninitis, placental
infarction, and maternal decidual vasculitis (Table 1).
MRI: Scans were acquired at 3.0 T (Discovery MR750,
GE Healthcare) with a 32-channel phased array coil. The maternal monkeys were
anesthetized with isoflurane, thereby effectively eliminating fetal body motion, and imaged in right-lateral
position. Standard SSFSE images were acquired for anatomy and placement of the VS ASL slices.
VS ASL Sequence: The newly developed interleaved 2D multi-slice
VS ASL sequence is shown in Figure 1. It uses a 2D SSFSE multi-slice readout
with slice interleaving to avoid a slice bias based on consistent
differences in the post label delays. 4 slices were imaged in each shot to
balance the increase in SAR and the longer acquisition window with varying post
label delays. A cool off period of 2 s was added prior to the next excitation
to limit SAR.
Symmetric, adiabatic BIR-8 preparation pulses with and
without flow sensitizing gradients (TI=1.2s, TR=6.6s, venc=2.4cm/s) and fat
saturation pulses were used for signal preparation. R/L motion encoding was
used to reduce influence from maternal respiratory motion. Scan parameters:
respiratory trigger (expiration); 2D SSFSE readout (TI = 1.2 s, TE=52.2ms,
matrix=256x256, in-plane spatial resolution=1.6mm2, slice thickness
8 mm); 16 control/ tag pairs; 4 slices per shot; 2 sets of 4 interleaved slices
for whole placenta coverage; scan time: ~7 min.
In addition, a proton-density weighted (PDW) image without magnetization
preparation was acquired in the beginning of the scan.
Processing: Offline image reconstruction and post-processing
were performed using Matlab. Placental boundaries were manually segmented from
PDW image using in-house software. Voxel-wise perfusion maps were generated for
all 8 slices as the median of the 16 tag-on/off difference images, normalized
by PDW. For each scan, the mean, median, and standard deviation across all data
points in the placental perfusion map were calculated. The coefficient of variation is calculated as
a ratio between mean and standard deviation. These values were also assessed
for the central slice only. Results
Tissue
analysis showed that ZIKV subjects had an increase in number of cotyledons (with
one exception) and higher pathology scores between 0.3 to 0.93 with varying
pathology (not shown here). Perfusion maps were
successfully obtained in all 13 scans. Figure 2 shows an example of six
consecutive VS ASL maps indicating perfusion heterogeneity. Figure 3 shows the median
VS ASL perfusion vs gestational age, which stays fairly constant for the
controls and appears to increase with gestational age for ZIKV subjects. Table 4
compares the median perfusion using all placenta voxels vs central slice voxels
only, demonstrating substantial variations.Conclusions
This study demonstrates the technical feasibility of 2D
multi-slice VS ASL with whole placental coverage. Differences in pathology score, number of
cotyledons, and perfusion changes over gestational age were observed between
subjects injected with ZIKV and controls but more data are needed to allow for
thorough statistical testing. Visual inspection and the difference in mean
perfusion measures between the central slice and whole placenta in some
subjects demonstrate the need for volumetric placenta analysis. It should be
noted further noted that VS ASL MRI requires the adjustment of several soft
parameters (VENC, TI, motion encoding direction, etc.) and the interpretation
of results is currently not straight forward as the signal contains
contributions from maternal and fetal blood and only selected velocity ranges,
the implications of which need to be better understood before being useful in
clinical imaging.Acknowledgements
We gratefully acknowledge GE Healthcare for research support and funding from the NIH Human Placenta Project (U01-HD087216) and NIH grant R21-AL129308.References
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