Junjie Ma1, Edward P. Hackett1, Rolf F. Schulte2, and Jae Mo Park1,3,4
1Advanced Imaging Research Center, UT Southwestern Medical Center, Dallas, TX, United States, 2GE Healthcare, Munich, Germany, 3Department of Radiology, UT Southwestern Medical Center, Dallas, TX, United States, 4Electrical Engineering, UT Dallas, Dallas, TX, United States
Synopsis
In this study, we designed a spectral-spatial radiofrequency pulse that
excites hyperpolarized [13C]bicarbonate and [1-13C]lactate peaks
simultaneously while suppressing [1-13C]alanine, [1-13C]pyruvate
and [1-13C]pyruvate hydrate signal. In combination with multi-shot
fly-back echo planar imaging readout, the excited bicarbonate and lactate
images can be spatially separated with an appropriate echo-spacing. The
proposed method was validated by a phantom study, and tested in vivo using healthy Wistar rats with hyperpolarized
[1-13C]pyruvate.
Background
Hyperpolarized [1-13C]pyruvate
has been developed
as a useful imaging agent for studying in
vivo metabolism, and it can be enzymatically converted
to [1-13C]lactate, [13C]bicarbonate and [1-13C]alanine. In most applications, lactate and
bicarbonate are the products of interest as they are
directly related to glycolysis and oxidative metabolism. However, it is still challenging to capture accurate
metabolic maps of lactate and bicarbonate primarily due to the transience of
hyperpolarized 13C signals and dynamic nature of the in vivo metabolism. Various imaging
strategies have been developed, ranging from spectroscopic imaging sequences1-3 to imaging sequences that exploit spectrally-selective (spsp) RF
excitations or IDEAL reconstruction.4 Spectroscopic imaging maintains spectral information but requires
longer acquisition time, more RF utilization and stronger gradient performance.
The image quality is extremely susceptible to B0 field
inhomogeneity and often suffers signal contamination from imperfect suppression
of large peak (e.g., pyruvate). Moreover, imaging with spsp-RF pulses requires
alternating acquisition of lactate and bicarbonate, resulting in asynchronous
imaging. In this study, we propose a method to simultaneously excite [13C]bicarbonate
and [1-13C]lactate without perturbing other metabolites. The SNR-advantage of data acquisition with a
pyruvate-nulled RF was previously demonstrated.5 Lactate and bicarbonate images are spatially separable using spatially-interleaved
fly-back echo-planar imaging (EPI) readout with a controlled echo-spacing. Methods
A spsp-RF pulse that
selectively excites lactate and bicarbonate in a hyperpolarized [1-13C]
pyruvate spectrum was designed using the Spectral-Spatial RF Pulse Design MATLAB Package1, which is shown in Fig.1A.
Four-shot spatially-interleaved fly-back EPI readout was used for the image
acquisition (Fig.1B). To achieve
the spatial separation of bicarbonate and lactate images, echo-spacing (tesp) was calculated using the
equation: tesp=2(Φ+Nalias)/Δf, where Φ is the ratio of shifted distance to FOV, Nalias is an integer indicating the periodic shift of the image, and frequency difference Δf=flac-fbic.6 In this study, Φ=0.25, Nalias=0 and FOV was set to twice over the size of subject. With the receive frequency as (flac+fbic)/2, the
metabolite maps were generated side by side along phase-encoded direction. The RF pulses and the EPI readout were implanted in the MNS Research
Pack (GE Healthcare). All the data were acquired using a GE 3T 750W wide-bore scanner.
For phantom study, a Gd-doped spherical [13C]bicarbonate phantom (0.4M,
diameter=18cm) and a Gd-doped cylindrical lactate
phantom (6M, diameter=1cm) were used with a 1H/13C
8-channel birdcage human head coil. The designed spsp-RF pulse and the fly-back
EPI readout were used for 13C imaging (TE/TR=8us/5000ms, thickness=20mm, matrix size=118x128, FOV=36x36cm2). A healthy Wistar rat with a 13C/1H
dual-tuned birdcage RF coil was used for in vivo study. A 35-μL
sample of 14-M [1-13C]pyruvic acid mixed with OX063 trityl (15mM)
was prepared and polarized using a SPINlab clinical DNP polarizer (GE Healthcare). The hyperpolarized samples were dissolved, mixed with
pH-neutralization media and immediately injected over 10-12s
intravenously (~70mM pyruvate, ~7.5 of pH). Dynamic hyperpolarized 13C
images were acquired from the rat liver 6s after the start of [1-13C]pyruvate
injection with modified imaging parameters (matrix size=64x46, FOV=16x16cm2,
16 scans with time resolution=3s). In order to compensate the signal
difference between the interleaves, variable flip angles were applied to each
interleave (flip angle=30°, 35°, 45°, 90°). Results and Discussion
Fig.2A shows the spectral profile of the designed RF pulse. The
simulated spectral-spatial profile (Fig.2B)
was confirmed by the measured RF profile (Fig.2C). The spatial separation of bicarbonate and lactate images
was validated by the phantom study. The two phantoms were positioned as shown
in the 1H image (Fig.3A). The 13C image in Fig.3B demonstrates the successful separation of bicarbonate and lactate images.
Fig.4A shows the imaged rat liver slice and the time-average metabolite
maps of hyperpolarized [1-13C]lactate, [1-13C]pyruvate
(or lipid) and [13C]bicarbonate. Each 13C image was
overlaid on the corresponding 1H image. It was noted that the
pyruvate map shows nonnegligible 13C signal, which is likely because of the spatial variation of B0
field. Although the pyruvate is supposed to be excited by only 0.19 %, small
frequency shift in pyruvate peak can result in relatively high pyruvate signal
due to the large pyruvate peak. Besides, the [13C]bicarbonate signal
is relatively low, which may result from the starving state of the animal. Fig.4B shows the dynamic changes of
hyperpolarized [1-13C]lactate signal from 30 s to 45 s after the
start of [1-13C]pyruvate injection. Images were partly
contaminated by ghosting artifact along phase-encoded direction, which is
mainly due to the signal difference between multiple interleaves arising from the incomplete suppression
of flowed pyruvate.Conclusion
We developed an
imaging sequence that allows simultaneous assessment of [1-13C]lactate and [13C]bicarbonate
by combining a lactate-bicarbonate-selective RF pulse and a multi-shot fly-back
EPI with and appropriate echo-spacing. More animal study will be performed to further optimize the technique for human brain/liver imaging. Acknowledgements
Funding: The Mobility
Foundation; The Texas Institute of Brain Injury and Repair; National Institutes of Health of the
United States (P41 EB015908, S10 OD018468).References
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