Abstract
Purpose
To probe the cardiac metabolism of carbohydrates and short chain fatty acids simultaneously in vivo following the injection of a hyperpolarized 13C-labeled substrate mixture prepared using photo-induced non-persistent radicals.
Methods
Droplets of mixed [1-13C]pyruvic and [1-13C]butyric acids were frozen into glassy beads in liquid nitrogen. Ethanol addition was investigated as a means to increase the polarization level. The beads were irradiated with ultraviolet (UV) light and the radical concentration was measured by ESR spectroscopy. Following dynamic nuclear polarization (DNP) in a 7T polarizer, the beads were dissolved, and the radical-free hyperpolarized solution was rapidly transferred into an injection pump located inside a 9.4T scanner. The hyperpolarized solution was injected in healthy rats to measure cardiac metabolism in vivo.
Results
UV-irradiation created non-persistent radicals in a mixture containing 13C-labeled pyruvic and butyric acids and enabled the hyperpolarization of both substrates by DNP. Ethanol addition increased the radical concentration from 16 to 26 mM. Liquid-state 13C polarization was 3% inside the pump at the time of injection, and increased to 5% by addition of ethanol to the substrate mixture prior to UV irradiation. In the rat heart, the in vivo 13C signals from lactate, alanine, bicarbonate and acetylcarnitine were detected following the metabolism of the injected substrate mixture.
Conclusion
Co-polarization of two 13C-labeled substrates and the detection of their myocardial metabolism in vivo was achieved without using persistent radicals. The absence of radicals in the solution containing the hyperpolarized 13C-substrates may simplify the translation to clinical use because no filtration is required prior to injection.
Keywords: metabolic imaging, carbon-13, hyperpolarization, energy metabolism, oxidative metabolism
INTRODUCTION
Hyperpolarization methods overcome the relatively low sensitivity of magnetic resonance spectroscopy (MRS), and by combining dissolution dynamic nuclear polarization (DNP) (1) and 13C MRS imaging, in vivo metabolism can be probed in real time (2). Hyperpolarized 13C MR has already been extensively used in a wide range of preclinical models, where it was shown to be sensitive to variations in key metabolic pathways (3–8). The technique has recently been translated to studies investigating prostate cancer and heart disease in human subjects (9,10). Further clinical applications in cardiology and oncology have been discussed (11,12), and several sites around the world are now poised to initiate clinical trials.
Because of the heart’s high substrate uptake rate, cardiac applications are well adapted to the relatively short life time of the hyperpolarized 13C MR signals. Heart metabolism is flexible, exhibiting the ability to switch between the oxidation of different substrates, depending on their availability and metabolic state, but substrate preference is often disturbed and shifted in disease (13). Using hyperpolarized 13C MR, it was recently shown that both short chain fatty acid and carbohydrate oxidation can be simultaneously monitored in vivo, in real time, and in a single experiment, following the co-administration of two different substrates (14). However, this promising substrate mixture has not yet been validated for clinical applications, and the initial preclinical experiments were done using nitroxyl radicals.
In order to hyperpolarize the 13C spins by means of DNP, it is necessary to admix persistent radicals with the 13C-labeled biomolecules of interest (1). These radicals must be removed prior to injection into humans, and the polarization of pyruvic acid for clinical applications is currently performed with a specific form of costly trityl radical that can be extracted from an acidic solution (15). The inline filtration process might however be more challenging for complex mixtures of biomolecules. For regulatory reasons it is also necessary to add a quality control test to ensure that the filtration process was efficient and that the residual concentration of radical is below an acceptable value, a step that adds complexity to the process, possibly delaying the release of the hyperpolarized 13C substrates for injection, and that can potentially fail.
It was recently demonstrated that it is possible to perform DNP using non-persistent radicals induced by UV irradiation of pyruvic acid (16). These radicals can be used to efficiently hyperpolarize [1-13C]pyruvic acid as well as other 13C-biomolecules and isotopes with nuclear spin (16,17). The radicals disappear upon dissolution, recombining to form 13CO2 and unlabeled acetate (16). As a result, the hyperpolarized solution can be formulated to contain only endogenous substrates. The use of photo-induced non-persistent radicals may also reduce experimental costs as they alleviate the need for synthetic persistent radicals. Another promising development recently demonstrated that photo-induced radicals can be annihilated without dissolving the frozen substrates, allowing storage and transport of hyperpolarized substances (18). This may lead to a paradigm shift in DNP, providing applications for sites that are not equipped with their own DNP equipment to perform clinical studies.
The purpose of the present work was to investigate whether photo-induced non-persistent radicals could be used to co-polarize a mixture of 13C-substrates for the simultaneous measurement of separate biochemical pathways in vivo.
METHODS
Sample preparation
All chemicals were purchased from Sigma-Aldrich, Buchs, Switzerland. A solution composed of 50 μL [1-13C]pyruvic acid and 50 μL [1-13C]butyric acid was pipetted dropwise in liquid nitrogen to form frozen glassy beads of ~10 μL (diameter of ~2.5 mm) which were collected inside the 6-mm-inner-diameter tail of a quartz dewar designed for electron spin resonance (ESR) measurements (Wilmad 150-mL Suprasil Dewar Flask type WG-850-B-Q). The frozen beads were then irradiated with ultraviolet (UV) light for a total of 1 h using a 365-nm LED array (Hamamatsu LC-L5) following a previously-described procedure (17). This process creates the radicals necessary for DNP. After completion of the irradiation, the beads were transferred to a glass vial for storage in liquid nitrogen. It was also investigated whether radical concentration and polarization level can be increased by modifying the substrate mixture according to (17). Therefore, a second solution composed of [1-13C]pyruvic acid, [1-13C]butyric acid, and ethanol in a 2:2:1 ratio (v/v) was prepared separately. The mixture containing ethanol was however not used for in vivo experiments.
Radical concentration measurements
In a separate set of experiments, the radical concentration was measured as a function of the UV irradiation time using an X-band ESR spectrometer (Bruker EMX, Billerica, Massachusetts, USA) (17). Measurements were performed at 77 K on frozen UV-irradiated beads containing only [1-13C]pyruvic and [1-13C]butyric acid, as well as in UV-irradiated beads containing an added 20% volume of ethanol. ESR measurements of the UV-irradiated mixtures were performed at 10 min intervals during the 1h irradiation process and the radical concentration was plotted as a function of the total irradiation time.
Polarization and dissolution
The frozen glassy UV-irradiated beads were loaded into a polytetrafluoroethylene (PTFE) sample cup together with frozen droplets of NaOH solution, the volume and concentration of which was calculated to balance the pH to 7 during dissolution. The PTFE cup was then placed inside a 7 T homebuilt polarizer and the 13C spins were polarized for 2 h at 1.0±0.1 K with the microwave frequency set to 196.75 GHz (19–21). Using an automated process (22), the sample was rapidly dissolved in 6 mL D2O and transferred within 2 s into a remotely-controlled phase separator/injection pump (23), located inside the bore of the MR scanner (Fig. 1). For the in vivo experiments, the separator/injection pump was prefilled with 0.6 mL of phosphate buffered saline and heparin, and, 800 μL of the hyperpolarized 13C-labeled substrate mixture was automatically injected into the femoral vein of the animal.
In vitro hyperpolarized and thermal 13C MRS
In vitro experiments were performed to determine the 13C signal enhancement and polarization levels for both types of UV-irradiated mixtures after hyperpolarization and transfer into the separator/injection pump. All in vitro 13C MRS measurements were performed within the pump as previously described (22) using a custom-made dual 1H/13C probe wrapped around the body of the pump. The hyperpolarized 13C MRS acquisition was triggered at the start of the infusion process, collecting transient spectra with a 3 s repetition time and radiofrequency (RF) excitation angle of 5°. Two different quantitative methods were used to measure the thermal 13C polarization to doubly verify the polarization levels obtained after dissolution as each method may be subject to different potential sources of error (see Supporting Methods): first, the 13C signal was measured using 90° RF excitation pulses with a repetition time of 240 s and 8 averages as described previously (24). The second method consisted in measuring the 13C signal with a 5° RF excitation angle, repetition time of 1.1 s and 1024 averages following the addition of 5μL of gadolinium complex (1 mmol/mL, Dotarem®, gadoteric acid, 0.5M, Guerbet) to a concentration of ~1 mM as described previously (21).
Animals
All animal experiments were conducted according to federal ethical guidelines and were approved by the local regulatory body. Male Sprague Dawley rats were initially anesthetized with 5% isoflurane in oxygen. Catheters were placed into the femoral vein for substrate delivery and in the femoral artery to monitor the blood pressure and heart rate as previously described (25,26). The respiration rate, cardiac rhythm, and temperature were monitored and maintained using respectively a pneumatic respiration sensor, a blood pressure sensor, and a rectal temperature probe (Small Animal Instruments, Inc., Stony Brook, NY, USA). After surgery, the isoflurane concentration was decreased to 1.5% in oxygen. Animals were placed supine in a custom-designed animal holder and heating was provided by warm water circulating through tubing placed next to the rat.
In vivo MRI and hyperpolarized 13C MRS
All MRI and MRS measurements were carried out in a horizontal bore 9.4 T magnet (Magnex Scientific, Oxford, UK) with a Direct Drive spectrometer (Varian, Palo Alto, CA, USA). A custom-made radiofrequency (RF) hybrid probe, consisting of a 10 mm diameter proton surface coil and a pair of 10 mm diameter 13C surface coils in quadrature mode, was positioned over the chest of the rat for transmission and reception. A hollow glass sphere with a 3 mm inner diameter (Wilmad-LabGlass, NJ, USA) was filled with an aqueous 1 M [1-13C]glucose solution and used to adjust the radiofrequency (RF) excitation pulse power and set the reference frequency. Acquisition of gradient echo proton images confirmed the correct placement of the coil and was used to determine the voxel used for shimming.
Cinematographic images (FOV = 40 x 40 mm2; matrix size: 256 x 256; repetition time (TR) = 140 ms; echo time (TE) = 4.5 ms; NA = 8; number of frames: 14; slice thickness: 1 mm) were acquired to confirm and set the timing of the cardiac trigger in the end-diastolic phase. The cardiac trigger was typically sent 50 or 60 ms after the observed maximum blood pressure. Cardiac-triggered and respiratory-gated shimming was performed using the FAST(EST)MAP gradient shimming routine (27) to reduce the localized proton line width in a myocardial voxel of 4 x 5 x 5 mm3 (acquired by stimulated echo localized spectroscopy) to 20 – 30 Hz, resulting in a non-localized proton line width of 80 – 120 Hz. The MR console was triggered to start acquisition at the beginning of the automated injection process of the hyperpolarized 13C substrate mixture. Series of single pulse acquisitions were sequentially recorded using 30° adiabatic RF excitation pulses (BIR-4) (28), with 1H decoupling using WALTZ (29). Free induction decays were acquired with 4129 complex data points over a 20 kHz bandwidth. All acquisitions were cardiac triggered and respiratory gated, resulting in a TR between 3 and 3.5 s. The adiabatic pulse offset and power were calibrated to ensure that the RF excitation angle θ = 30° for all observed metabolites in the entire tissue of interest.
Data analysis and statistics
13C signal integrals were quantified with Bayes (Washington University, St. Louis, MO, USA) as previously described (30). All metabolite signal integrals were normalized to the respective substrate signal integral. Statistics on the comparison between polarization levels obtained with and without the addition of ethanol to the substrate mixture were computed via two-tailed Student’s t-tests for unpaired data with equal variance. All data are expressed as mean ± standard error of the mean (SEM).
RESULTS
To measure in vivo cardiac metabolism of different substrates simultaneously, without adding persistent radicals, it was demonstrated that co-polarization of both 13C-labeled butyric and pyruvic acids is possible using photo-induced non-persistent radicals. The radicals created at 77 K by UV irradiation of pyruvic acid act as polarizing agents for both acids. The presence of butyric acid did not modify the structure of the UV-induced radical, based on the ESR spectral analysis. Since the radicals are scavenged during the dissolution process, a radical-free hyperpolarized 13C labeled substrate mixture was obtained and could be injected for in vivo real-time metabolic measurements.
To assess the concentration of radicals, ESR measurements were performed at several time points during the irradiation process, which indicated that the maximum concentration of radicals was obtained after 1 h of irradiation, regardless of the composition of the mixture (Fig. 2a). The solution containing solely 13C substrates reached a maximum radical concentration of 16 mM (Fig. 2a). The solution where ethanol was added to a concentration of 20% (v/v) reached a maximum radical concentration of 26 mM (Fig. 2a), a significant increase in radical concentration compared with the mixture of only pyruvic and butyric acid.
To assess the degree of achieved hyperpolarization, in vitro hyperpolarized and thermally polarized 13C MRS experiments were performed on both mixtures and a mean 13C enhancement of 4’100 and 6’400 (Fig. 2b) was observed. A 13C mean polarization of 3.3±0.5% and 5.2±0.5% (Fig. 2c) was measured for the undoped mixture and the ethanol-doped mixture, respectively. The addition of ethanol to the substrate mixture led to a significant increase in the measured polarization level (Fig. 2b and 2c, p=0.03). As expected, the two different methods used to measure the thermally polarized 13C resonances did not lead to significantly different estimations of the 13C polarization (Supporting Table S1). Both the HP time courses (Fig. 2d) of [1-13C]pyruvic and [1-13C]butyric acid as well as the summed spectrum (Fig. 2e) show a higher signal intensity of the C1 label of pyruvic acid compared with that of butyric acid, which corresponds to the different concentrations of the compounds when mixed in equal volumes. The difference in enhancement between the thermally polarized substrates versus the hyperpolarized substrates was evident in both spectra (Fig. 2e).
To assess if in vivo metabolism could be observed, the UV-irradiated mixture containing only [1-13C]pyruvic and [1-13C]butyric acid was injected in 5 healthy animals. The myocardial metabolism of the hyperpolarized UV-irradiated mixture was followed in real time (Fig. 3a), showing that sufficient polarization levels were obtained to measure metabolic processes using this radical-free method. The metabolism of hyperpolarized [1-13C]pyruvate led to the detection of lactate, alanine, and 13C bicarbonate (Fig. 3b). Metabolism of hyperpolarized butyrate resulted in 13C labeling in acetylcarnitine (Fig. 3b). The ratio of acetylcarnitine relative to injected substrate butyrate was 0.011 ± 0.004, the lactate-to-pyruvate ratio was 0.068 ± 0.023, the alanine-to-pyruvate ratio was 0.029 ± 0.008, and the bicarbonate-to-pyruvate ratio was 0.006 ± 0.001 (Fig. 4).
DISCUSSION
In the present study we show for the first time the measurement of myocardial metabolism using DNP with photo-induced non-persistent radicals. Metabolic conversion of the injected substrate mixture resulted in the 13C labeling and in vivo measurement of acetylcarnitine, bicarbonate and lactate. Although the 13C polarization levels observed in this study were not as large as those obtained with persistent radicals, we demonstrated that multiple 13C-labeled substrates could be co-polarized in UV-irradiated mixtures containing pyruvic and butyric acid and that the mixture could be used for in vivo cardiac metabolic studies in rats. The use of non-persistent radicals may reduce cost and also simplify the preparation process of hyperpolarized 13C-substrates mixtures for in vivo applications, notably by removing the need for a filter, which could also allow reducing the delay between dissolution and injection. This shows that the noninvasive and simultaneous measurement of metabolic substrate competition can be measured in the heart in a single experiment without addition of exogenous persistent radicals or glassing solvents, thus facilitating the translation of these types of experiments to humans (31).
In vivo metabolic measurements using hyperpolarized 13C MRS following the administration of UV-irradiated mixtures were compared to the 13C spectra acquired after injection of mixtures that were hyperpolarized with persistent radicals (TEMPO) (14) to illustrate the impact of the difference in 13C polarization (Fig. 5). Although our study with the persistent TEMPO radicals generated a larger 13C polarization (13±2% at time of injection (14)), similar metabolite ratios were observed in the current study using UV-induced non-persistent radicals, albeit with different SNR levels. Both studies were conducted under identical experimental conditions with in vivo femoral vein injections starting 3 seconds after dissolution. One of the consequences of the larger 13C polarization obtained in our study with the persistent radicals was that the 13C labeling of glutamate and acetoacetate could be observed (14), but it must be kept in mind that there was no attempt to filter or scavenge the nitroxyl radicals which were injected together with the substrates. Note also that because of the spectral overlap with metabolites originating from pyruvate metabolism, the resonances of β-hydroxybutyrate and citrate, which have been observed in previous studies using hyperpolarized butyrate and persistent radicals could not be observed (14,32). However, the wide versatility of photo-induced non-persistent radicals permits the hyperpolarization of substrate mixtures containing unlabeled pyruvic acid. Because of substrate competition, changes in utilization may occur with co-infusion of carbohydrates and fatty acids (14) but this may be exploited to study specific metabolic phenotypes.
The total amount of acetate in the hyperpolarized solution is equivalent to the number of photo-induced radicals (16 mM) created in the frozen sample (100 μL) (16). After dissolution and infusion, we estimate this increases the blood acetate concentration by 10 μM. Since rats typically have 200 μM acetate in blood (33), and based on our earlier studies of 13C labeled acetate conversion to 13C acetylcarnitine in muscle (25,26), the minor contribution of unlabeled acetate was considered to have negligible effects on the acetylcarnitine pool size.
The SNR and polarization level obtained in these experiments were sufficient to detect the downstream metabolites acetylcarnitine, bicarbonate and lactate, but a higher SNR would be required for detecting other metabolites and would be beneficial for imaging applications. The liquid-state 13C polarization obtained in the present study was considerably lower (~3.3%) than the maximum achieved previously using TEMPO (~13%) (14). Since nitroxyl radicals show a broader ESR spectrum if compared to the one arising from UV-irradiated pyruvic acid (17), the lower DNP enhancement must result from the non-optimal concentration of paramagnetic centers for the temperature and magnetic field strength. Indeed, as illustrated by the addition of ethanol to the pyruvic and butyric acid mixture, increasing the radical concentration from 16 mM to 26 mM improved the polarization from 3.3% to 5.1%, demonstrating that it is possible to increase the 13C polarization this way. It was already previously reported that diluting pyruvic acid in a polar solvent increased the radical concentration above 20 mM (17). Besides the effect on radical yield, ethanol addition may also enhance polarization by improving the glassing. The increased radical concentration is particularly beneficial to the DNP process when working at high magnetic field as was done in the current study. However, to avoid any additional metabolic perturbation, the ethanol mixtures were not used for the in vivo cardiac experiments.
Preliminary results show that the utilization of a broadband UV source also dramatically improves the maximum radical yield (18). At this high field, given the width of the UV-PA radical spectrum compared to TEMPO (17), modulating the microwave frequency might be beneficial for improving the polarization level and reducing the build-up time (34). However, since all these potential improvements require additional hardware, the development of these methods to increase the 13C polarization was beyond the scope of this study.
There are several advantages to the use of photo-induced non-persistent radicals: besides cost-reduction, the removal of the filtration step would simplify the production process of hyperpolarized substrates for clinical applications and may improve its robustness. In addition, as was recently demonstrated with hyperpolarized [1-13C]pyruvic acid (18), the use of photo-induced radicals allows for the storage of hyperpolarized substrates and may enable their transport to another location, which is of particular interest for clinical studies at sites without DNP equipment. Our results demonstrate the feasibility of preparing transportable co-polarized frozen substrate mixtures after annihilation of the non-persistent radicals in the solid state.
CONCLUSION
We conclude that co-polarization of a substrate mixture containing [1-13C]butyric acid and [1-13C]pyruvic acid following UV-irradiation is possible and leads to a sufficiently high polarization to measure in vivo myocardial metabolism. It enables noninvasive and simultaneous monitoring of separate metabolic pathways in a single experiment, without addition of persistent radicals or glassing solvents.
Supplementary Material
Acknowledgments
This work is supported by the Swiss National Science Foundation (grant PP00P2_133562, 31003AB_131087, 310030_138146, 310030_163050 / 1, and PZ00P3_167871), the Emma Muschamp Foundation, the CIBM of the UNIL, UNIGE, HUG, CHUV, EPFL, and the Leenaards and Jeantet Foundations. Dr. Merritt was supported by R21 EB016197 and R01 DK105346. This work is part of a project that has received funding from the European Research Council (grant agreement No 682574).
Footnotes
Competing financial interests
Arnaud Comment is currently employed by General Electric Medical Systems, Inc.
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