Renuka Sriram1, Jeremy Gordon1, Robert A Bok1, Eugene Milshteyn1, Daniel B Vigneron1, Peder E.Z Larson1, John Kurhanewicz1, and Priyanka Jha1
1University of California, San Francisco, San Francisco, CA, United States
Synopsis
We have demonstrated the initial feasibility of
hyperpolarized carbon-13 MRI assessment of placental metabolism in a pregnant
rat model using [1-13C]pyruvate. This opens avenues for multiple
applications investigating metabolic changes of placental dysfunction
detrimental to maternal and fetal health.
Introduction
The placenta is a
critical organ interfacing between maternal and fetal circulations, allowing
for gas and nutrient exchange. Placental dysfunction has been associated with
maternal and fetal disease such as preeclampsia and intrauterine growth
restriction. Developing non-invasive techniques to assess placental function
and its alterations with disease processes is critical. Routine ultrasound and
MR imaging enable morphological and cardiovascular monitoring. While MR tools
assessing oxygenation provide limited functional information, metabolic
placental imaging has not been established. The placenta derives majority of
its energy from glycolysis compared to oxidative phosphorylation, which is
further accentuated in placental hypoxic conditions like pre-eclampsia, leading
to a lactate excess in the placenta. A tool to non-invasively assess placental
metabolism would help augment treatment strategies for early detection,
appropriate intervention and treatment monitoring of such disorders.
Hyperpolarized 13C MRI is one such tool that facilitates the real-time monitoring
of enzyme kinetics of endogenous substrates. We present here the initial report
of placental metabolism in a rodent model using hyperpolarized [1-13C]pyruvate
MRI.Methods
Rats (n=10) at 17-20 days
of gestation (220-280g) with an average of 9 pups, were imaged in a GE 3T
MR750 system with a custom-built dual resonant 1H/13C rat
body coil1. After an initial T2-weighted
proton image to assess the number of fetal-placental units (FPU), the rats were
infused with 80mM [1-13C] pyruvate polarized using Hypersense (Oxford Instruments). Dynamic
2D EPI images were acquired every 4s for a total of 80s. A single-band
spectral-spatial RF pulse was used to alternately image pyruvate and lactate with
a RF flip angle of 10° and 30° respectively with a 6 mm in plane resolution of a
15mm thick slice encompassing the FPUs. 4 of the 10 rats received a second
injection of HP [1-13C]pyruvate and a 2D EPSI 13C image
was acquired with similar resolution, using an RF compensated variable flip
angle schedule2. For 2D EPI data, home built Matlab routines were used to
process the area under the curve (AUC) lactate to pyruvate (LPratio) over the
entire dynamic time course as well as to compute the kPL (apparent
rate of pyruvate to lactate transfer) as detailed before3. The
2D EPSI data were processed using SIVIC to integrate the lactate and pyruvate
peak areas and generate the metabolite maps to compute the AUC LPratio. Multiple
FPUs were identified for each animal for an ROI analysis. PRISM was used to
assess statistical significance (p<0.05). Data are represented as
mean±std.error.Results and Discussion
Dynamic 2D EPI imaging
revealed good signal-to-noise ratio (SNR) of 240 at 60s after injection for
lactate signal localized in the placenta, which are clearly delineated on the T2-weighted
proton images (Fig.1). The pyruvate and lactate signals reached maximum
intensity at 21±3s and 35±7s respectively in the placenta as shown in the dynamic
curves (Fig.1). The peak lactate in the rat placenta observed here is 10s later
than that seen in an earlier study in guinea pigs4, which can be attributed to
the coarser temporal resolution in that study. Modeling of the dynamic curves
to compute the kPL, yielded a flux rate of 0.025±0.0048, similar to the rodent kidney3. The
AUC LPratio in the placenta is 0.712±0.037 (Fig.2). The AUC LPratio and kPL had
a correlation of r=0.596 (p=0.007), reinforcing the observations of prior
studies5 that the AUC is a surrogate marker of kPL.
Meanwhile, although the fetal tissue had half the SNR (180 at 60s) of that of the placenta, they had similar AUC LPratio (Fig.2). The mean AUC LPratio of the corresponding fetus
was 0.708±0.048 and was significantly correlated to the placental value with an
r=0.818 (p<0.0001). The robust fetal metabolism measured here was not
observed in a prior work in the chinchilla model6.
Additionally, the 2D EPSI imaging revealed robust signal dynamics (Fig.3) with
an SNR of 484 for the lactate signal at 40s post infusion, which is
approximately 1 T1 of pyruvate at 3T3. Like
in the EPI data, the placenta and fetus has similar AUC LPratios of 1.96±0.15
and 1.98±0.15 respectively, as well as a strong correlation (r=0.843,
p<0.0001).Conclusion
We have demonstrated feasibility of hyperpolarized MRI for a
unique non-oncologic application of placental metabolism in a pregnant rat
model. Similar to prior oncology studies, the AUC LPratio correlates with kPL,
thereby providing for a model free approach for metabolic measurements.
Noticeably, the placental and fetal metabolism are significantly correlated,
which can be imperative to assess etiologies of growth restriction intrinsic to
the fetus, where there may placental-fetal metabolic dissociation. Currently
studies are underway to examine the change in placental metabolism in animal
models of preeclampsia.Acknowledgements
We would like to acknowledge the Surbeck Lab, Kurhanewicz and Vigneron lab members. References
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