Jae Mo Park1,2, Ralph E Hurd3, and Daniel M Spielman2
1Advanced Imaging Research Center, University of Texas Southwestern Medical Center, Dallas, TX, United States, 2Radiology, Stanford University, Stanford, CA, United States, 3Applied Science Laboratory, GE Healthcare, Menlo Park, CA, United States
Synopsis
In this study, we demonstrated
the strategies of increasing signal sensitivities of 13C-pyruvate
and 13C-lactate generated from an injection of hyperpolarized 13C-alanine
by (1) adjusting the alanine dose and (2) co-injecting unlabeled pyruvate. 120-mM
alanine produced larger amount of labeled pyruvate and lactate as compared to
when 80-mM or 40-mM alanine was injected. The co-injection of 7-mM unlabeled
pyruvate showed up to 49% SNR
increase in pyruvate and lactate peaks.
Background
The ratio of intracellular
lactate and pyruvate concentrations is tightly regulated by free nicotinamide
adenine dinucleotide (NAD+) and its reduced form (NADH) via lactate
dehydrogenase (LDH), and has been used to estimate free cytoplasmic redox
states (1). Recently, the ratio of intracellular products
of [1-13C]pyruvate and [1-13C]lactate, produced from a bolus
injection of hyperpolarized [1-13C]alanine, was suggested as an
useful method for assessing in vivo
redox levels in the liver (2).
The measured pyruvate, lactate, and HCO3- signals,
however, were dominated by the injected alanine, resulting in a compromised signal-to-noise ratio (SNR) of products – pyruvate, in particular. Besides the related enzyme activities
and NAD+/NADH, the intracellular production of 13C-labeled
pyruvate, lactate, and HCO3- is governed by two additional
factors: the activity of the alanine-serine-cysteine (ASC) transporter and the intracellular
pool sizes. The small 13C-pyruvate signal is likely limited by the
small intrinsic pyruvate pool size in cytoplasm. Such limitations have not been
investigated and, additional experiments with varying dosages of hyperpolarized 13C-alanine would be needed to optimize the SNR and reliability of the redox measurements, especially for the
localized redox information obtainable with spectroscopic imaging. In this
study, we tested three different dosages of [1-13C]alanine, and
investigated a way to increase the metabolic pool sizes by co-injecting
unlabeled pyruvate and exploiting a fast chemical exchange between pyruvate and
lactate (3).Methods
Alanine samples were prepared as described in (4),
mixed with 15-mM OX063 trityl, then polarized using a SPINlab™ clinical DNP
polarizer (5T). Free-fed male Wistar rats (365 – 478 g, n = 5) were prepared
for the study. For a dosage optimization, 40, 80, and 120-mM of [1-13C]alanine
solutions (0.5, 1.0, and 1.5 mmol/kg body weight, respectively) were
administered 30 s after the dissolution through the tail vein catheter at a
rate of 0.25 mL/s. For augmenting the intrinsic pool sizes of pyruvate and
lactate, unlabeled pyruvate (0 - control, 7, or 40-mM) was mixed with 80-mM hyperpolarized
13C-alanine immediately after dissolution: 40-mM (n = 2) and 7-mM (n
= 2). Up to three alanine solutions were injected per animal with at least 1-h
interval between injections. All MR measurements were performed on a clinical
3T GE Signa PET/MR scanner using a custom-built 13C RF
transmit/receive surface coil (single loop, Ø = 28 mm) and dynamic free
induction decay pulse sequence with a 10o hard RF pulse (pulse width
= 40 μs, spectral width = 5,000 Hz, 2,048 spectral points, acquisition time = 4
min, temporal resolution = 3 s).Results and Discussion
[1-13C]pyruvate/[1-13C]lactate
and H13CO3-/[1-13C]lactate was
measured as 0.127 and 0.057,
respectively, in liver when hyperpolarized 80-mM [1-13C]alanine was
injected (n = 5). When 40-mM unlabeled (12C) pyruvate was
co-injected with alanine, a dramatic increase of 13C-pyruvate peak
and a moderate decrease of 13C-lactate was observed (13C-pyruvate/13C-lactate
= 1.240) while H13CO3-/13C-lactate
was maintained at a similar level as the baseline (n = 2, Fig.1A). On the contrary, the group with an injection of 7-mM 12C-pyruvate
along with hyperpolarized 80-mM [1-13C]alanine showed simultaneous
increases on both 13C-lactate and 13C-pyruvate (13C-pyruvate/13C-lactate
= 0.129 to 0.142), resulting in an increase
of the SNRs by 49% (Fig.1B). This is likely
because the 40-mM pyruvate and its fast intracellular transport via
monocarboxylate transporters (MCTs) overwhelmingly augmented the pool sizes of
pyruvate and lactate, disturbing the balance of intracellular metabolic system
(e.g., redox-state). 7-mM is
more appropriate and reasonable concentration for pyruvate, considering the small intracellular pyruvate and lactate concentrations. In the alanine dose experiment, the amount of 13C-pyruvate
and 13C-lactate production was proportional to the injected 13C-alanine
concentration (n = 1, Fig.2A-B). The
spectra were noisier than the other data probably because of either 1) the
large size of the animal (478 g), resulting in a poor coil sensitivity due to
the thick lipid layer located between the liver and the coil, or 2) suboptimal
RF calibration (e.g., peak B1 in the fat layer rather than the
liver). Moreover, the spectra consistently detected additional 13C-signal
at 174ppm even without any infusion (Fig.2C),
which is probably from the natural abundance 13C signal of lipids (4).
Dynamic data will be further analyzed based on a model with varying pool sizes.Conclusion
In this study, we demonstrated the possibilities
of increasing the signal sensitivity of 13C-pyruvate and 13C-lactate
generated from an injection of hyperpolarized 13C-alanine by
optimizing the dose of alanine and co-injecting unlabeled pyruvate.
Model-based kinetic analysis and
further optimization will be necessary for more reliable assessment of
cytoplasmic redox-state in liver.Acknowledgements
National Institute of Health (R01 CA176836, R01 EB019018, S10 OD012283, P41 EB015891) of the
United States. We also thank Richard M. Lucas Foundation, GE Healthcare, and
Stanford Gambhir-RSL grant.References
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2. Park JM, Liu SC, Hurd RE, Spielman DM. Noninvasive in vivo assessment of cytosolic redoxstate in rat liver using hyperpolarized [1-13C]alanine. Intl Soc Magn Reson Med 2016; 3672.
3. Hurd RE, Spielman D, Josan S, Yen Y-F, Pfefferbaum A, Mayer D. Exchange-linked dissolution agents in dissolution-DNP (13)C metabolic imaging. Magn Reson Med 2013;70:936–942. doi: 10.1002/mrm.24544.
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