Abstract
Alterations in cardiac metabolism are now considered a cause, rather than a result, of cardiac disease. Although magnetic resonance spectroscopy has allowed investigation of myocardial energetics, the inherently low sensitivity of the technique has limited its clinical application in the study of cardiac metabolism. The development of a novel hyperpolarization technique, based on the process of dynamic nuclear polarization, when combined with the metabolic tracers [1-13C] and [2-13C] pyruvate, has resulted in significant advances in the understanding of real time myocardial metabolism in the normal and diseased heart in vivo. This review focuses on the changes in myocardial substrate selection and downstream metabolism of hyperpolarized 13C labelled pyruvate that have been shown in diabetes, ischaemic heart disease, cardiac hypertrophy and heart failure in animal models of disease and how these could translate into clinical practice with the advent of clinical grade hyperpolarizer systems.
Keywords: Hyperpolarized, Carbon-13 (13C), Pyruvate, Cardiac Metabolism
Introduction
It is now widely accepted that cardiac substrate utilisation is altered in many cardiac diseases [1,2] and that this is likely to alter myocardial ATP production and, as a consequence, cardiac function [3-5]. As a result, changes in cardiac metabolic substrate utilization are now being considered as a cause, rather than a consequence, of cardiac disease [5]. It is also anticipated that better understanding of these metabolic changes will lead to novel therapeutic targets to treat a wide variety of cardiac diseases.
However, despite this clear potential for metabolic therapies to treat heart disease, current treatments based on altering substrate selection have only had limited success [6-8]. This is, at least in part, due to the fact that controversy remains over the exact nature of metabolic alterations. When coupled with a poor understanding of the mechanisms underlying these changes, this makes targeted pharmacological therapy difficult to achieve. This is further hampered by the fact that the majority of metabolic investigations are either carried out using destructive ex vivo methods, which disturb the regulation of metabolism, or using in vivo radiolabeled tracer techniques (Positron Emission Tomography, PET and Single Photon Emission Computed Tomography, SPECT) that cannot distinguish between the tracer and its metabolic products [9].
Magnetic resonance spectroscopy (MRS) is an ideal tool for the non-invasive study of metabolism, due to the extensive range of compounds it can detect, using nuclei such as carbon (13C) and phosphorus (31P), and it has been used many times to interrogate cardiac energy metabolism in animals and in patients [10-12]. However, applications of MR measurements of metabolism have been limited by an intrinsically low sensitivity. In standard MRI, the high proton concentration in water (110 M) compensates for this low sensitivity, which is not true for low concentration and limited natural abundance nuclei, such as 13C, which are required to investigate metabolic substrate selection. Despite these sensitivity limitations, numerous studies have investigated cardiac metabolism with 13C-MRS in the isolated perfused rat heart [13]. To overcome the very low natural abundance of 13C (~1%) the perfused heart has to be supplied with 13C-labelled substrates. However, due to the low sensitivity, the detection of myocardial 13C labelled substrates in vivo using traditional MR methods remains extremely challenging. The process of hyperpolarization overcomes this insensitivity by transiently but dramatically increasing the signal available from a given 13C-labelled substrate. In this way, hyperpolarized magnetic resonance enables unprecedented visualization of normal and abnormal metabolism, allowing real-time measurement of instantaneous substrate uptake and enzymatic transformation in vivo[14,15].
This review focuses mainly on the changes in myocardial substrate selection and downstream metabolism of hyperpolarized 13C labelled pyruvate that have been shown in animal models of heart disease and details how these could translate into clinical practice with the recent arrival of sterile polarizer systems [16].
Hyperpolarized techniques
The basis of magnetic resonance imaging lies in the interaction between the static magnetic field of the MRI system and the molecules of the body. When placed in the magnetic field, the molecules act like small bar magnets, aligning themselves in one of two orientations, either in the same direction as the field or opposed to it. The signal generated by the MRI system is then proportional to the difference in the number of molecules aligned in the two orientations, referred to as the polarization. At normal clinical magnetic field strengths and room temperature, the polarization is very small (e.g. at 3 T, the polarization is in the order of 0.001%). The aim of hyperpolarization techniques is to artificially increase the number of molecules in one orientation and thus the polarization level. This then results in an increase in the signal that can be generated by a given sample. Currently, there are four main approaches used to generate hyperpolarized compounds. These are brute force polarization [17], optical pumping of noble gases [18], parahydrogen-induced polarization (PHIP) [19] and finally, dynamic nuclear polarization (DNP), which will form the focus of the rest of this article [20].
Dynamic nuclear polarization
The DNP technique enhances the polarization of a specific nucleus (typically 13C or 15 N) within a particular molecule of interest [20]. It requires the mixing of the molecule to be hyperpolarized with a source of free electrons (radical). The mixed sample is then placed in a high magnetic field (typically 3.35 - 5 T) and rapidly frozen in liquid helium, reducing the sample temperature to approximately 1 K. In these conditions, the free electrons are nearly 100% polarized, whereas the nuclear spins of the sample molecule are still relatively poorly polarized. The high electron polarization is then transferred to the nuclear spins through the irradiation of the sample with microwave energy at a specific frequency, which is determined by the magnetic field strength and the atomic properties of the nuclei and radical within a given sample.
Despite the high level of polarization that can be achieved, the biological application of the DNP process has been limited as the hyperpolarization process needs to take place in the solid state. This limitation was removed by the recent development of the dissolution DNP process [20], where the highly polarized solid sample is rapidly melted with a bolus of superheated liquid. This generates an injectable sample, which retains a large proportion of the enhanced polarization and can be used as an in vivo MR contrast agent [20] (Figure 1).
Using this process DNP can increase the in vivo sensitivity of MRS to detect metabolic tracers more than 10,000-fold [20]. The enhanced signal then gradually returns back to the normal equilibrium over a period of time determined by the properties of the sample under investigation, typically on the order of 1–2 minutes. Thus, for the first time, high-resolution, highly reproducible metabolic assessment of substrate utilization in the heart by 13C-MRS and 13C cardiovascular magnetic resonance (CMR) has become possible [21].
Hyperpolarized 13C pyruvate studies
The majority of cardiac DNP investigations to date have used 13C-pyruvate to interrogate myocardial metabolism. The rationale for this lies in the fact that pyruvate sits at a key intersection of multiple metabolic pathways and plays an integral part in cellular energy homeostasis. For hyperpolarized 13C studies of cardiac metabolism, pyruvate has been labelled in the one-carbon [1-13C] and two-carbon [2-13C] positions. Depending on which carbon position is labelled with 13C, interrogation of different metabolic pathways can be achieved (Figure 2). As the fate of pyruvate; namely conversion to alanine (via Alanine Aminotransferase, ALT), lactate (via Lactate Dehydrogenase, LDH) and acetyl-CoA/CO2 (via Pyruvate Dehydrogenase, PDH), is dependent on prevailing metabolic conditions, this provides a window on several important metabolic processes that are essential to cardiac function, and which vary during differing disease processes. If pyruvate is 13C labeled in the third carbon position ([3-13C]-pyruvate) the methyl carbon group results in a T1 relaxation time that is short, making it an unattractive target for in vivo hyperpolarization studies. In contrast, the T1 relaxation times of [1-13C] and [2-13C]-pyruvate are sufficiently long to make them good targets for hyperpolarization.
Hyperpolarized [1-13C]pyruvate studies
The initial hyperpolarized 13C MRS measurements of in vivo substrate selection were validated against analogous data collected in vitro and ex vivo. It was first demonstrated in the isolated perfused rat heart that infusion of hyperpolarized [1-13C]pyruvate, and MRS detection of total carbonic acid (13CO2 plus 13C-bicarbonate), measured flux through the PDH enzyme complex [22]. Subsequent in vivo work rapidly showed that if hyperpolarized [1-13C]Pyruvate was metabolized, the resulting signal was transferred to lactate, CO2, bicarbonate and alanine allowing the assessment of 3 separate enzyme reactions, namely 1) LDH flux (pyruvate-lactate conversion), 2) PDH flux (pyruvate-CO2/bicarbonate conversion) and 3) ALT flux (pyruvate-alanine conversion, Figure 2) [15,23,24].
In disease models, alterations in the flux of hyperpolarized [1-13C]pyruvate through myocardial pyruvate dehydrogenase (PDH), as assessed by the production of 13C-bicarbonate, has not only been shown to be 65% lower than normal in the type 1diabetic heart but also to correlate with disease severity [15]. In addition, hyperpolarized [1-13C]pyruvate spectroscopy has been performed in models of cardiac hypertrophy allowing a greater understanding of the variation in substrate switching that occurs in different models. For example, in contrast to the spontaneously hypertensive rat, where a move away from predominantly fatty acid oxidative metabolism towards an increased reliance on glucose oxidation has been observed [25], left ventricular hypertrophy in the setting of hyperthyroidism was shown to be related to a reduced PDH flux [26]. Hyperpolarized [1-13C]pyruvate spectroscopy was also able to demonstrate that this inhibition of glucose oxidation in the hyperthyroid heart was mediated by Pyruvate Dehydrogenase Kinase (PDK). Treatment with dichloroacetic acid (DCA), a potent inhibitor of PDK, restored the metabolic flexibility of the hyperthyroid heart and the level of cardiac hypertrophy was significantly reduced [26]. The ability of hyperpolarized [1-13C] pyruvate spectroscopy to discriminate distinct patterns of metabolic dysregulation in different causes of cardiac hypertrophy is unparalleled and, therefore, has the potential to allow targeted therapeutics to prevent/treat different aetiologies of cardiac hypertrophy.
Myocardial oxygen consumption has been shown to be sensitive to cardiac substrate selection, with fatty acid utilization increasing oxygen consumption [27]. Whilst this is considered to be unimportant to physiology in the heart under conditions of normal oxygen supply, in the setting of ischemia or ischemia–reperfusion, increased metabolism of fatty acids impairs contractility and recovery [28] and multiple studies have proved that increased oxidation of carbohydrates relative to fatty acids improves the outcome after myocardial ischemia [29,30].
The effects of transient global ischaemia (10mins) followed by reperfusion on cardiac substrate selection have been investigated in a perfused heart model using hyperpolarized [1-13C]pyruvate. Using this method, it has been shown that in the early reperfusion period PDH flux was essentially zero and coupled with an increased appearance of [1-13C]lactate (via cytosolic LDH). This was followed later, within 20 minutes of reperfusion, by recovery of PDH flux observed through the reappearance of the products of PDH, 13CO2 and 13C-bicarbonate [31].
In addition to these spectral data acquisitions, pre-clinical experiments in both rodents and pigs have also demonstrated that metabolic maps of the spatial distribution of the downstream metabolites of hyperpolarized [1-13C]pyruvate; namely bicarbonate, lactate and alanine, can provide a sensitive marker of ischaemia, with myocardial lactate production during coronary occlusion providing a direct visualisation of ischaemia [24,32,33]. When oxygen is present, pyruvate is converted to acetyl-CoA, by Pyruvate Dehydrogenase (PDH), supplying substrate for the tricarboxylic acid (TCA) cycle. However, under anaerobic conditions, pyruvate is converted to lactate (via Lactate Dehydrogenase) with resulting NAD + production that allows glycolysis to continue to produce ATP in the absence of oxygen (the usual terminal electron acceptor during mitochondrial oxidative metabolism).
As current clinical imaging techniques rely on indirect measures of ischaemia (either perfusion abnormalities or changes in wall motion during stress), it is hoped that direct visual assessment of ischaemia in the form of lactate imaging will aid guided revascularisation. Given the evidence that only if revascularisation is targeted to the presence of significant myocardial ischaemic burden (>10%) [34] does it improve outcome, this potential for downstream metabolites of hyperpolarized [1-13C]pyruvate imaging to localise and grade the extent of myocardial ischaemia is potentially of great clinical importance.
Identifying areas of myocardium that are hibernating and would benefit from revascularization, and discriminating them from areas that are non-viable and would not recover after revascularization is another clinically important question to which hyperpolarized [1-13C]pyruvate imaging may be able to contribute. Hibernating myocardium is in essence a state of persistently impaired myocardial function at rest due to chronically reduced coronary blood flow, which can be partially or completely restored to normal either by improving blood flow or by reducing oxygen demand [35]. In viable myocardium, cell membrane integrity is typically retained, and there is some mitochondrial activity, together with an active glucose metabolism, existence of coronary flow, and the presence of contractile reserve [36]. As imaging of hyperpolarized [1-13C]pyruvate metabolism can produce localised metabolite maps of lactate, alanine and bicarbonate, the viability of myocardial segments could be evaluated on the basis of these datasets [24].
Using an interleaved-frequency, time-resolved volumetric pulse sequence, robust and reliable three-dimensional measurements of cardiac metabolic signals have been obtained (Figure 3) [33,37]. These “single-shot” pulse sequences selectively produce images of metabolites in a very rapid time frame (~100 milliseconds per image). In large animal models of ischaemia-reperfusion, transient coronary occlusion resulted in regional hypokinesia with a reduced bicarbonate signal and an increased lactate signal consistent with acute infarction [33]. However, restoration of flow at 45 minutes was accompanied by restoration of function at 1 week and increased bicarbonate signal. This pattern of metabolites with normalisation of the bicarbonate signal, in the absence of late gadolinium enhancement, is consistent with viable myocardium. However, in a perfused heart model of chronic infarction, using 13C-hyperpolarized metabolite maps, the combination of reduced perfusion and significant reductions in both bicarbonate and lactate signals after prolonged coronary artery occlusion has been shown to reflect a loss of normal glycolytic metabolism indicative of cell membrane integrity disruption and non-viability [32].
In the majority of cases suitability for coronary revascularisation in the presence of depressed myocardial systolic function is based on the detection of regional myocardial viability as assessed by myocardial perfusion scanning (MPS) and stress echocardiography. However, recent results from the STICH trial, albeit using global measures of viability, did not show an advantage to viability assessment pre coronary artery bypass grafting, disrupting these traditionally accepted methods of assessing suitability for revascularisation [38]. It is now clear that better detection of viable myocardium is needed and the ability of 13C hyperpolarized imaging to detect and localise specific patterns of myocardial metabolism associated with ischaemia and viability promises to be an exciting advance in this area of cardiac imaging.
Intracellular pH assessment
The rapid onset of acidosis is another well-documented characteristic of myocardial ischaemia [39,40]. Under poor coronary perfusion, increased anaerobic glycolysis produces intracellular protons and lactic acid that accumulate in the intra- and extracellular spaces [41] and decrease intracellular pH (pHi) [42]. Although transient acidosis during ischaemia may be beneficial as it decreases contractility and conserves ATP for ion transport [43], the ATP reduction caused by severe and sustained ischaemia decreases Na+/K+-ATPase activity, which increases myocardial Na+ levels. This in-turn inhibits Ca2+ extrusion via the Na+/Ca2+ exchanger, elevating myocardial Ca2+ and damaging the myocardium [44].
31P-MRS has long been the gold standard for pHi measurement in the isolated perfused heart, based on the chemical shift of the inorganic phosphate (Pi) peak [45]. However, 31P MRS cannot measure cardiac pHiin vivo, because 2,3-diphosphoglycerate (2,3-DPG) in the ventricular blood contaminates the myocardial Pi peak. Recently, the pH-dependent equilibrium between bicarbonate and CO2 has been used to measure extracellular pH (pHo) non-invasively in tumours [14]. By infusing hyperpolarized 13C-bicarbonate intravenously, magnetic resonance has been used to image the distribution of hyperpolarized bicarbonate and CO2 and a pH map generated using the Henderson–Hasselbalch equation:
As infusion of hyperpolarized [1-13C]pyruvate results in mitochondrial production of hyperpolarized 13CO2 by pyruvate dehydrogenase, which itself is in equilibrium with [13C]bicarbonate (due to the action of carbonic anhydrase), a similar approach has been used for measuring pHi in both the perfused and in vivo rat heart [23]. Using hyperpolarized [1-13C]pyruvate spectroscopy in the perfused heart it was demonstrated that the H13CO3-/13CO2 ratio offered an accurate method to measure cardiac pHi before and immediately after ischaemia [23]. As severe acidosis has been linked to myocardial cell death, this non-invasive assessment of myocardial pHi after myocardial infarction may prove a useful prognostic marker of recovery.
Hyperpolarized [2-13C]pyruvate studies
If pyruvate is enriched with 13C on the second carbon atom, the hyperpolarized label is not lost in the cleavage of pyruvate into acetyl-CoA and carbon dioxide (13CO2). Instead the 13C label is carried through acetyl-CoA and into the TCA cycle (Figure 2) allowing for the observation of various TCA cycle intermediates in real-time [46]. This has allowed TCA flux to be investigated in multiple cardiac disease models.
The use of hyperpolarized CMR at multiple time-points following a myocardial infarction induced by ligation of the left anterior descending coronary artery has shown, in vivo, that tricarboxylic acid (TCA) cycle flux (as indicated by the reduced production of citrate and glutamate from [2-13C]pyruvate) is significantly reduced from six weeks after infarction in the infarcted heart [47]. Also, using metabolic mapping in a pacing induced porcine model of dilated cardiomyopathy (DCM) it has been shown that, despite early impairment of cardiac energetics (reduced PCr/ATP ratio) and changes in [2-13C]pyruvate incorporation into the TCA cycle (reduced 13C glutamate production), pyruvate oxidation was maintained until overt DCM developed, when the heart’s capacity to oxidize both pyruvate and fats was reduced (Figure 4) [48]. As a result, hyperpolarized [2-13C]pyruvate imaging may be important to characterize metabolic changes that occur during heart failure progression and provide potential treatment targets.
Translation of pyruvate studies to humans
These pre-clinical cardiac results, combined with studies using hyperpolarized magnetic resonance in oncology [49], have led to the granting of an “Investigational New Drug” approval for hyperpolarized pyruvate from the FDA and the first application of DNP hyperpolarized magnetic resonance in humans at the University of California in San Francisco [50]. In these “first in man” studies, the potential for hyperpolarized magnetic resonance to stage prostate cancer has been investigated. Initial results indicate that the measurement of a significant lactate signal following administration of hyperpolarized pyruvate provides a sensitive marker of malignant versus benign tissue [49]. Whilst the accumulation of lactate in tumours is well known, hyperpolarized magnetic resonance is the only technique to offer the clinical potential to be able to assess the level of lactate non-invasively in humans. The recent production, by GE Healthcare, of a sterile “SpinLab” hyperpolarizer system [16] means that the translation of cardiac 13C pyruvate studies from animal models to humans is imminent [51].
Safety and tolerability of pyruvate
Pyruvate itself has been reported as an attractive treatment for heart failure and has been the subject of multiple clinical studies [52-54]. Supra-physiological levels of pyruvate (150 mmol/L infused at up to 740 ml/hr) have been infused into the coronary arteries invasively at angiography and have been shown in small studies to be well tolerated and result in increased cardiac output, decreased pulmonary capillary-wedge pressure and decreased heart rate in patients with dilated cardiomyopathy and heart failure [54]. Despite the safety and tolerability of slow infusions in the above heart failure study and high doses in chronic liver disease studies (up to 82.4 g/day for 10 days) [55], owing to the rapid loss of hyperpolarization and thus the short imaging window it will provide, pyruvate injection must be administered as a bolus injection at a rate of ~ 5 ml/second, resulting in potentiality supra-physiological doses.
The first application of hyperpolarized magnetic resonance in humans (using bolus injection) has now been performed at the University of California in San Francisco (UCSF) [56,57]. In this “first in man” study, the potential for hyperpolarized magnetic resonance to stage prostate cancer and assess response to treatment has been investigated. Although no studies of human cardiac metabolism have been performed to date, the pyruvate concentrations used in the UCSF clinical trial of prostate cancer are likely to be identical to initial cardiac studies.
Other metabolic tracers
In order to be a useful metabolic probe, any potential tracer molecule needs to have the following physical properties; 1) the tracer needs to maintain its polarization (i.e. have a sufficiently long T1 relaxation time) for a period of time necessary for the study to be carried out, 2) the compound needs to be enriched with non-zero nuclear spin nuclei, 3) when the mixture is frozen it needs to form a glass rather than a crystallized solid (as successful polarization levels are generally achieved by DNP with glass formation), and finally 4) that the tracer is rapidly incorporated into a metabolic pathway.
In addition to pyruvate and bicarbonate, several other potential hyperpolarized probes have been proposed. For example, distinct regions of the TCA cycle have been assessed using hyperpolarized [1-13C]glutamate and [1,4-13C2]fumarate, the respective conversions of which to [1-13C]α-ketoglutarate and [1,4-13C2]malate have been demonstrated in vivo[58,59]. Hyperpolarized butyrate has been used as a marker of short chain fatty acid metabolism [60] and hyperpolarized [1-13C]acetate has also been used in preclinical models as an assay for intracellular CoA levels [61]. Hyperpolarized glucose, vitamin C, lactate and alanine, amongst many others, have also been demonstrated to be useful in vivo[62-66]. However, the extent to which these, or any other, tracers can be used in clinical applications has yet to be determined.
Other potential cardiac applications
Angiography
The large signal-to-noise (SNR) achievable with hyperpolarized 13C-labeled tracer molecules, combined with the low background signal results in a high contrast-to-noise ratio (CNR), which is ideal for angiographic examination [67]. Therefore, the potential to use hyperpolarized agents for angiography has also been explored [68,69], focusing mainly on coronary [70] and pulmonary [71] artery imaging. However, due to the fact that the gyromagnetic ratio of 13C is a quarter that of 1H the large demands placed on the imaging gradients necessitates powerful gradient amplifiers and, when combined with rapid imaging techniques, is likely to limit the achievable spatial resolution.
Perfusion imaging
Routine CMR assessments of myocardial perfusion are generally based on the first passage of a gadolinium based contrast agent [72]. However, gadolinium perfusion is an indirect assessment of perfusion which makes absolute quantification of myocardial perfusion difficult [73]. This problem may be overcome by hyperpolarized perfusion measurements, which rely directly on the signal obtained from the hyperpolarized tracer and so allow for absolute quantification. Although measurements have been made in porcine models [74], the continual decay of the hyperpolarized signal needs to be accounted for and represents a limitation of the technique [75].
Conclusions
Hyperpolarization results in a substantially increased signal which overcomes the sensitivity limitations of some multi-nuclear CMR applications. When combined with the metabolic tracers [1-13C] and [2-13C] pyruvate, this has resulted in unparalleled real time imaging of myocardial substrate metabolism in vivo. With imminent translation into human studies this novel technique has the potential to provide important and clinically useful information in the setting of multiple cardiac diseases including ischemic heart disease, cardiac hypertrophy and heart failure. There is clear potential for hyperpolarized imaging to have a significant impact in the future of CMR as a unique metabolic imaging modality.
Competing interests
The authors declare that they have no competing interests.
Authors’ contributions
OR & DT performed the literature search OR drafted the manuscript. Both authors read and approved the final manuscript.
Contributor Information
Oliver J Rider, Email: oliver.rider@cardiov.ox.ac.uk.
Damian J Tyler, Email: damian.tyler@dpag.ox.ac.uk.
References
- Evans RD, Clarke K. Myocardial substrate metabolism in heart disease. Front Biosci. 2012;4:556–80. doi: 10.2741/s285. [DOI] [PubMed] [Google Scholar]
- Kolwicz SC Jr, Tian R. Glucose metabolism and cardiac hypertrophy. Cardiovasc Res. 2011;90(2):194–201. doi: 10.1093/cvr/cvr071. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Rider OJ. et al. Myocardial substrate metabolism in obesity. Int J Obes (Lond) 2013;37(7):972–9. doi: 10.1038/ijo.2012.170. [DOI] [PubMed] [Google Scholar]
- Stanley WC, Recchia FA, Lopaschuk GD. Myocardial substrate metabolism in the normal and failing heart. Physiol Rev. 2005;85(3):1093–129. doi: 10.1152/physrev.00006.2004. [DOI] [PubMed] [Google Scholar]
- Neubauer S. The failing heart–an engine out of fuel. N Engl J Med. 2007;356(11):1140–51. doi: 10.1056/NEJMra063052. [DOI] [PubMed] [Google Scholar]
- Lee L. et al. Metabolic modulation with perhexiline in chronic heart failure: a randomized, controlled trial of short-term use of a novel treatment. Circulation. 2005;112(21):3280–8. doi: 10.1161/CIRCULATIONAHA.105.551457. [DOI] [PubMed] [Google Scholar]
- Ciapponi A, Pizarro R, Harrison J. Trimetazidine for stable angina. Cochrane Database Syst Rev. 2005;4 doi: 10.1002/14651858.CD003614.pub2. CD003614. [DOI] [PubMed] [Google Scholar]
- Hale SL. et al. Late sodium current inhibition as a new cardioprotective approach. J Mol Cell Cardiol. 2008;44(6):954–67. doi: 10.1016/j.yjmcc.2008.03.019. [DOI] [PubMed] [Google Scholar]
- Obrzut S. et al. Imaging and modeling of myocardial metabolism. J Cardiovasc Transl Res. 2010;3(4):384–96. doi: 10.1007/s12265-010-9170-1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Karamitsos TD. et al. The role of cardiovascular magnetic resonance imaging in heart failure. J Am Coll Cardiol. 2009;54(15):1407–24. doi: 10.1016/j.jacc.2009.04.094. [DOI] [PubMed] [Google Scholar]
- Lamb HJ. et al. Metabolic response of normal human myocardium to high-dose atropine-dobutamine stress studied by 31P-MRS. Circulation. 1997;96(9):2969–77. doi: 10.1161/01.CIR.96.9.2969. [DOI] [PubMed] [Google Scholar]
- Neubauer S. et al. Myocardial phosphocreatine-to-ATP ratio is a predictor of mortality in patients with dilated cardiomyopathy. Circulation. 1997;96(7):2190–6. doi: 10.1161/01.CIR.96.7.2190. [DOI] [PubMed] [Google Scholar]
- Dobbins RL, Malloy CR. Measuring in-vivo metabolism using nuclear magnetic resonance. Curr Opin Clin Nutr Metab Care. 2003;6(5):501–9. doi: 10.1097/00075197-200309000-00003. [DOI] [PubMed] [Google Scholar]
- Gallagher FA. et al. Magnetic resonance imaging of pH in vivo using hyperpolarized 13C-labelled bicarbonate. Nature. 2008;453(7197):940–3. doi: 10.1038/nature07017. [DOI] [PubMed] [Google Scholar]
- Schroeder MA. et al. In vivo assessment of pyruvate dehydrogenase flux in the heart using hyperpolarized carbon-13 magnetic resonance. Proc Natl Acad Sci U S A. 2008;105(33):12051–6. doi: 10.1073/pnas.0805953105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ardenkjaer-Larsen JH. et al. Dynamic nuclear polarization polarizer for sterile use intent. NMR Biomed. 2011;24(8):927–32. doi: 10.1002/nbm.1682. [DOI] [PubMed] [Google Scholar]
- Viale A. et al. Hyperpolarized agents for advanced MRI investigations. Q J Nucl Med Mol Imaging. 2009;53(6):604–17. [PubMed] [Google Scholar]
- Fain SB. et al. Functional lung imaging using hyperpolarized gas MRI. J Magn Reson Imaging. 2007;25(5):910–23. doi: 10.1002/jmri.20876. [DOI] [PubMed] [Google Scholar]
- Bhattacharya P, Ross BD, Bunger R. Cardiovascular applications of hyperpolarized contrast media and metabolic tracers. Exp Biol Med (Maywood) 2009;234(12):1395–416. doi: 10.3181/0904-MR-135. [DOI] [PubMed] [Google Scholar]
- Ardenkjaer-Larsen JH. et al. Increase in signal-to-noise ratio of > 10,000 times in liquid-state NMR. Proc Natl Acad Sci USA. 2003;100(18):10158–63. doi: 10.1073/pnas.1733835100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Golman K, in ’t Zandt R, Thaning M. Real-time metabolic imaging. Proc Natl Acad Sci USA. 2006;103(30):11270–5. doi: 10.1073/pnas.0601319103. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Merritt ME. et al. Hyperpolarized 13C allows a direct measure of flux through a single enzyme-catalyzed step by NMR. Proc Natl Acad Sci USA. 2007;104(50):19773–7. doi: 10.1073/pnas.0706235104. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schroeder MA. et al. Measuring intracellular pH in the heart using hyperpolarized carbon dioxide and bicarbonate: a 13C and 31P magnetic resonance spectroscopy study. Cardiovasc Res. 2010;86(1):82–91. doi: 10.1093/cvr/cvp396. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Golman K. et al. Cardiac metabolism measured noninvasively by hyperpolarized 13C MRI. Magn Reson Med. 2008;59(5):1005–13. doi: 10.1002/mrm.21460. [DOI] [PubMed] [Google Scholar]
- Dodd MS. et al. In vivo alterations in cardiac metabolism and function in the spontaneously hypertensive rat heart. Cardiovasc Res. 2012;95(1):69–76. doi: 10.1093/cvr/cvs164. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Atherton HJ. et al. Role of pyruvate dehydrogenase inhibition in the development of hypertrophy in the hyperthyroid rat heart: a combined magnetic resonance imaging and hyperpolarized magnetic resonance spectroscopy study. Circulation. 2011;123(22):2552–61. doi: 10.1161/CIRCULATIONAHA.110.011387. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Oliver MF, Opie LH. Effects of glucose and fatty acids on myocardial ischaemia and arrhythmias. Lancet. 1994;343(8890):155–8. doi: 10.1016/S0140-6736(94)90939-3. [DOI] [PubMed] [Google Scholar]
- Vik-Mo H, Mjos OD. Influence of free fatty acids on myocardial oxygen consumption and ischemic injury. Am J Cardiol. 1981;48(2):361–5. doi: 10.1016/0002-9149(81)90621-4. [DOI] [PubMed] [Google Scholar]
- Barak C. et al. Effects of dichloroacetate on mechanical recovery and oxidation of physiologic substrates after ischemia and reperfusion in the isolated heart. J Cardiovasc Pharmacol. 1998;31(3):336–44. doi: 10.1097/00005344-199803000-00002. [DOI] [PubMed] [Google Scholar]
- Kudej RK. et al. Brief increase in carbohydrate oxidation after reperfusion reverses myocardial stunning in conscious pigs. Circulation. 2002;106(22):2836–41. doi: 10.1161/01.CIR.0000039326.87475.98. [DOI] [PubMed] [Google Scholar]
- Merritt ME. et al. Inhibition of carbohydrate oxidation during the first minute of reperfusion after brief ischemia: NMR detection of hyperpolarized (CO2)-C-13 and (HCO3-)-C-13. Magn Reson Med. 2008;60(5):1029–36. doi: 10.1002/mrm.21760. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Ball DR, Metabolic imaging of acute and chronic infarction in the perfused rat heart using hyperpolarised [1- C]pyruvate. NMR Biomed. 2013. Jun 14. doi: 10.1002/nbm.2972. [DOI] [PubMed]
- Lau AZ. et al. Reproducibility study for free-breathing measurements of pyruvate metabolism using hyperpolarized (13) C in the heart. Magn Reson Med. 2013;69(4):1063–71. doi: 10.1002/mrm.24342. [DOI] [PubMed] [Google Scholar]
- Shaw LJ. et al. Optimal medical therapy with or without percutaneous coronary intervention to reduce ischemic burden: results From the Clinical Outcomes Utilizing Revascularization and Aggressive Drug Evaluation (COURAGE) trial nuclear substudy. Circulation. 2008;117(10):1283–91. doi: 10.1161/CIRCULATIONAHA.107.743963. [DOI] [PubMed] [Google Scholar]
- Pagley PR. et al. Improved outcome after coronary bypass surgery in patients with ischemic cardiomyopathy and residual myocardial viability. Circulation. 1997;96(3):793–800. doi: 10.1161/01.CIR.96.3.793. [DOI] [PubMed] [Google Scholar]
- Wijns W, Vatner SF, Camici PG. Hibernating myocardium. N Engl J Med. 1998;339(3):173–81. doi: 10.1056/NEJM199807163390307. [DOI] [PubMed] [Google Scholar]
- Lau AZ. et al. Rapid multislice imaging of hyperpolarized 13C pyruvate and bicarbonate in the heart. Magn Reson Med. 2010;64(5):1323–31. doi: 10.1002/mrm.22525. [DOI] [PubMed] [Google Scholar]
- Bonow RO. et al. Myocardial viability and survival in ischemic left ventricular dysfunction. N Engl J Med. 2011;364(17):1617–25. doi: 10.1056/NEJMoa1100358. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Garlick PB, Radda GK, Seeley PJ. Studies of acidosis in the ischaemic heart by phosphorus nuclear magnetic resonance. Biochem J. 1979;184(3):547–54. doi: 10.1042/bj1840547. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Vaughan-Jones RD, Spitzer KW, Swietach P. Intracellular pH regulation in heart. J Mol Cell Cardiol. 2009;46(3):318–31. doi: 10.1016/j.yjmcc.2008.10.024. [DOI] [PubMed] [Google Scholar]
- Opie LH. Myocardial ischemia–metabolic pathways and implications of increased glycolysis. Cardiovasc Drugs Ther. 1990;4(Suppl 4):777–90. doi: 10.1007/BF00051275. [DOI] [PubMed] [Google Scholar]
- Bing OH, Brooks WW, Messer JV. Heart muscle viability following hypoxia: protective effect of acidosis. Science. 1973;180(4092):1297–8. doi: 10.1126/science.180.4092.1297. [DOI] [PubMed] [Google Scholar]
- Frohlich O, Wallert MA. Methods of measuring intracellular pH in the heart. Cardiovasc Res. 1995;29(2):194–202. doi: 10.1016/s0008-6363(96)88570-1. [DOI] [PubMed] [Google Scholar]
- Hoult DI. et al. Observation of tissue metabolites using 31P nuclear magnetic resonance. Nature. 1974;252(5481):285–7. doi: 10.1038/252285a0. [DOI] [PubMed] [Google Scholar]
- Katz LA. et al. Intracellular pH and inorganic phosphate content of heart in vivo: a 31P-NMR study. Am J Physiol. 1988;255(1 Pt 2):H189–96. doi: 10.1152/ajpheart.1988.255.1.H189. [DOI] [PubMed] [Google Scholar]
- Schroeder MA. et al. Real-time assessment of Krebs cycle metabolism using hyperpolarized 13C magnetic resonance spectroscopy. FASEB J. 2009;23(8):2529–38. doi: 10.1096/fj.09-129171. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Atherton HJ, Investigating the Metabolic Effects of Heart Failure Progression using Hyperpolarized Magnetic Resonance. Proc. Intl. Soc. Mag. Reson. Med. 18. 2010.
- Schroeder MA. et al. Hyperpolarized (13)C magnetic resonance reveals early- and late-onset changes to in vivo pyruvate metabolism in the failing heart. Eur J Heart Fail. 2013;15(2):130–40. doi: 10.1093/eurjhf/hfs192. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Kurhanewicz J. et al. Analysis of cancer metabolism by imaging hyperpolarized nuclei: prospects for translation to clinical research. Neoplasia. 2011;13(2):81–97. doi: 10.1593/neo.101102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Nelson SJ. et al. Strategies for rapid in vivo H-1 and hyperpolarized C-13 MR spectroscopic imaging. J Magn Reson. 2013;229:187–97. doi: 10.1016/j.jmr.2013.02.003. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schroeder MA. et al. Hyperpolarized magnetic resonance A novel technique for the In vivo assessment of cardiovascular disease. Circulation. 2011;124(14):1580–94. doi: 10.1161/CIRCULATIONAHA.111.024919. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Schillinger W. et al. Intracoronary pyruvate in cardiogenic shock as an adjunctive therapy to catecholamines and intra-aortic balloon pump shows beneficial effects on hemodynamics. Clin Res Cardiol. 2011;100(5):433–8. doi: 10.1007/s00392-010-0261-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hermann HP. et al. Improved systolic and diastolic myocardial function with intracoronary pyruvate in patients with congestive heart failure. Eur J Heart Fail. 2004;6(2):213–8. doi: 10.1016/j.ejheart.2003.10.001. [DOI] [PubMed] [Google Scholar]
- Hermann HP. et al. Haemodynamic effects of intracoronary pyruvate in patients with congestive heart failure: an open study. Lancet. 1999;353(9161):1321–3. doi: 10.1016/S0140-6736(98)06423-X. [DOI] [PubMed] [Google Scholar]
- Petkova I. et al. Sodium pyruvate infusions in patients with alcoholic liver disease. Preliminary report. Acta Physiol Pharmacol Bulg. 2000;25(3–4):103–8. [PubMed] [Google Scholar]
- UCSF Prostate Cancer News Release. 2010. Available from: http://www.ucsf.edu/news/2010/11/5846/new-prostate-cancer-imaging-shows-real-time-tumor-metabolism.
- Nelson SJ. et al. Metabolic imaging of patients with prostate cancer using hyperpolarized [1-13C]pyruvate. Sci Transl Med. 2013;5(198):198. doi: 10.1126/scitranslmed.3006070. ra108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gallagher FA. et al. Production of hyperpolarized [1,4-13C2]malate from [1,4-13C2]fumarate is a marker of cell necrosis and treatment response in tumors. Proc Natl Acad Sci USA. 2009;106(47):19801–6. doi: 10.1073/pnas.0911447106. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Gallagher FA. et al. Detection of tumor glutamate metabolism In vivo using C-13 magnetic resonance spectroscopy and hyperpolarized [1-C-13]glutamate. Magn Reson Med. 2011;66(1):18–23. doi: 10.1002/mrm.22851. [DOI] [PubMed] [Google Scholar]
- Ball DR, Hyperpolarized butyrate: A metabolic probe of short chain fatty acid metabolism in the heart. Magn Reson Med. 2013. doi: 10.1002/mrm.24849. [DOI] [PMC free article] [PubMed]
- Jensen PR. et al. Tissue-specific short chain fatty acid metabolism and slow metabolic recovery after ischemia from hyperpolarized NMR in vivo. J Biol Chem. 2009;284(52):36077–82. doi: 10.1074/jbc.M109.066407. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Allouche-Arnon H. et al. In vivo magnetic resonance imaging of glucose - initial experience. Contrast Media Mol Imaging. 2013;8(1):72–82. doi: 10.1002/cmmi.1497. [DOI] [PubMed] [Google Scholar]
- Bohndiek SE. et al. Hyperpolarized [1-C-13]-ascorbic and dehydroascorbic acid: vitamin C as a probe for imaging redox status in vivo. J Am Chem Soc. 2011;133(30):11795–801. doi: 10.1021/ja2045925. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Hu S. et al. In vivo measurement of normal rat intracellular pyruvate and lactate levels after injection of hyperpolarized [1-C-13]alanine. Magn Reson Imaging. 2011;29(8):1035–40. doi: 10.1016/j.mri.2011.07.001. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Keshari KR. et al. Hyperpolarized C-13 dehydroascorbate as an endogenous redox sensor for in vivo metabolic imaging. Proc Natl Acad Sci U S A. 2011;108(46):18606–11. doi: 10.1073/pnas.1106920108. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Mayer D. et al. Application of hyperpolarized [1-13C]lactate for the in vivo investigation of cardiac metabolism. NMR Biomed. 2012;25(10):1119–24. doi: 10.1002/nbm.2778. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Golman K. et al. Molecular imaging with endogenous substances. Proc Natl Acad Sci U S A. 2003;100(18):10435–9. doi: 10.1073/pnas.1733836100. [DOI] [PMC free article] [PubMed] [Google Scholar]
- Golman K. et al. Parahydrogen-induced polarization in imaging: subsecond (13)C angiography. Magn Reson Med. 2001;46(1):1–5. doi: 10.1002/mrm.1152. [DOI] [PubMed] [Google Scholar]
- Svensson J. et al. Hyperpolarized 13C MR angiography using trueFISP. Magn Reson Med. 2003;50(2):256–62. doi: 10.1002/mrm.10530. [DOI] [PubMed] [Google Scholar]
- Olsson LE. et al. MR coronary angiography in pigs with intraarterial injections of a hyperpolarized 13C substance. Magn Reson Med. 2006;55(4):731–7. doi: 10.1002/mrm.20847. [DOI] [PubMed] [Google Scholar]
- Ishii M. et al. Hyperpolarized 13C MRI of the pulmonary vasculature and parenchyma. Magn Reson Med. 2007;57(3):459–63. doi: 10.1002/mrm.21168. [DOI] [PubMed] [Google Scholar]
- Buckert D. et al. Intermediate-term prognostic value of reversible perfusion deficit diagnosed by adenosine CMR: a prospective follow-up study in a consecutive patient population. JACC Cardiovasc Imaging. 2013;6(1):56–63. doi: 10.1016/j.jcmg.2012.08.011. [DOI] [PubMed] [Google Scholar]
- Schwitter J. Myocardial perfusion imaging by cardiac magnetic resonance. J Nucl Cardiol. 2006;13(6):841–54. doi: 10.1016/j.nuclcard.2006.09.008. [DOI] [PubMed] [Google Scholar]
- Mansson S. et al. 13C imaging-a new diagnostic platform. Eur Radiol. 2006;16(1):57–67. doi: 10.1007/s00330-005-2806-x. [DOI] [PubMed] [Google Scholar]
- Johansson E. et al. Perfusion assessment with bolus differentiation: a technique applicable to hyperpolarized tracers. Magn Reson Med. 2004;52(5):1043–51. doi: 10.1002/mrm.20247. [DOI] [PubMed] [Google Scholar]