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Radiology: Imaging Cancer logoLink to Radiology: Imaging Cancer
. 2023 Sep 8;5(5):e230005. doi: 10.1148/rycan.230005

Hyperpolarized Carbon 13 MRI: Clinical Applications and Future Directions in Oncology

Surrin S Deen 1,, Catriona Rooney 1, Ayaka Shinozaki 1, Jordan McGing 1, James T Grist 1, Damian J Tyler 1, Eva Serrão 1, Ferdia A Gallagher 1
PMCID: PMC10546364  PMID: 37682052

Abstract

Hyperpolarized carbon 13 MRI (13C MRI) is a novel imaging approach that can noninvasively probe tissue metabolism in both normal and pathologic tissues. The process of hyperpolarization increases the signal acquired by several orders of magnitude, allowing injected 13C-labeled molecules and their downstream metabolites to be imaged in vivo, thus providing real-time information on kinetics. To date, the most important reaction studied with hyperpolarized 13C MRI is exchange of the hyperpolarized 13C signal from injected [1-13C]pyruvate with the resident tissue lactate pool. Recent preclinical and human studies have shown the role of several biologic factors such as the lactate dehydrogenase enzyme, pyruvate transporter expression, and tissue hypoxia in generating the MRI signal from this reaction. Potential clinical applications of hyperpolarized 13C MRI in oncology include using metabolism to stratify tumors by grade, selecting therapeutic pathways based on tumor metabolic profiles, and detecting early treatment response through the imaging of shifts in metabolism that precede tumor structural changes. This review summarizes the foundations of hyperpolarized 13C MRI, presents key findings from human cancer studies, and explores the future clinical directions of the technique in oncology.

Keywords: Hyperpolarized Carbon 13 MRI, Molecular Imaging, Cancer, Tissue Metabolism

© RSNA, 2023

An earlier incorrect version appeared online. This article was corrected on September 8, 2023

Keywords: Hyperpolarized Carbon 13 MRI, Molecular Imaging, Cancer, Tissue Metabolism


Summary

Clinical hyperpolarized carbon 13 MRI has been shown to identify occult tumors, stratify lesions based on histologic grade, and detect early response to treatment in several cancers, suggesting its potential to improve cancer care in the future.

Essentials

  • ■ Hyperpolarized carbon 13 (13C) pyruvate MRI is an emerging technique for imaging tissue metabolism that has been translated into the clinic, with initial human studies showing that it correlates with important biologic properties of tissue, including hypoxia.

  • ■ In many cancers, the formation of labeled tissue lactate from the injected pyruvate can be used to identify multifocal disease that is occult on proton MR images, as well as to determine tumor grade and detect early response to treatment.

  • ■ Clinical research is ongoing to validate the biologic significance of the signal acquired with hyperpolarized 13C pyruvate in humans, to further verify repeatability and reproducibility, and to evaluate accuracy of the method for monitoring response to new targeted anticancer drugs.

  • ■ Future technical developments are required to enable ease of use in radiology departments so that larger studies can be undertaken to assess clinical feasibility and advantages of hyperpolarized 13C pyruvate MRI compared with other metabolic imaging techniques, such as fluorine 18 fluorodeoxyglucose PET/CT.

Introduction

MRI is a powerful clinical tool that provides a range of image contrast mechanisms to assist in the identification and evaluation of tumors. Many of these contrast mechanisms exploit fundamental biologic differences between cancer and normal tissue and use the signal generated from molecular protons (or hydrogen nuclei [1H]), which provide the highest signal of any naturally occurring nucleus. Other nuclei such as carbon could provide unique information on tissue biochemistry but yield extremely low signal with conventional MRI techniques. Most of the carbon in the human body is in the form of the carbon 12 (12C) isotope, which is not detectable at MRI, while approximately 1.1% of naturally occurring carbon is in the magnetically active form of carbon 13 (13C). As a result, the signal from naturally abundant 13C is very low. One method for overcoming the low signal of 13C MRI is through the external hyperpolarization and injection of exogenous 13C-labeled molecules, thereby enabling the imaging of central metabolic pathways such as glycolysis and the tricarboxylic acid cycle in real time.

Hyperpolarization by Dynamic Nuclear Polarization

Hyperpolarization refers to a temporary increase in the proportion of nuclear spins aligned with the main magnetic field (B0). There are numerous techniques that can be used to achieve hyperpolarization, one of which is dynamic nuclear polarization. Dynamic nuclear polarization involves the cooling of a 13C-enriched sample together with an electron-rich compound (electron paramagnetic agent) close to absolute zero (approximately 1 K) in the presence of a strong magnetic field (3.35–7 T) for approximately 2 hours. These extreme physical conditions cause the electrons in the mixture to approach unity polarization. Following irradiation of the sample with microwaves, the electron polarization is transferred to the 13C nuclei in the molecule of interest, thus increasing the detectable signal. In 2003, a breakthrough publication demonstrated that dynamic nuclear polarization increased the signal-to-noise ratio of 13C imaged using MR spectroscopy by more than 10 000-fold. It was also shown that the frozen sample could subsequently be dissolved into liquid form for injection while maintaining polarization levels that decay with a spin lattice relaxation time (T1) of approximately 50–70 seconds ex vivo and 20–30 seconds in vivo (1). This advance meant that the dissolved hyperpolarized 13C-labeled molecule could be injected into biologic systems and detected with a higher sensitivity, allowing for the investigation of in vivo metabolism.

Although alternative methods for 13C hyperpolarization such as parahydrogen-induced polarization have been described, no clinical 13C hyperpolarizer device using any method other than dynamic nuclear polarization has been developed to date. Techniques such as spin-exchange optical pumping and metastability-exchange optical pumping have, however, been used for clinical ventilation imaging with hyperpolarized helium 3 and xenon 129 gas (2).

Technical Considerations in Clinical Imaging

Currently, clinical hyperpolarized 13C MRI is largely focused on using hyperpolarized 13C-labeled pyruvate as a tracer, where the first carbon position is labeled with the 13C isotope ([1-13C]pyruvate). This is due to the favorable physical and chemical properties of [1-13C]pyruvate for hyperpolarization and the central biochemical role of pyruvate, which means 13C can be detected after incorporation of the label into several important metabolic reactions in both normal tissue and cancer (3). Although the use of many hyperpolarized 13C molecules in addition to pyruvate has been reported, the majority of these molecules are used only in preclinical models. However, there is ongoing research into the clinical translation and application of hyperpolarized molecules such as [2-13C]pyruvate for assessing tricarboxylic acid intermediates, fumarate for imaging necrosis, and urea for perfusion imaging (47).

A custom imaging setup is required for clinical hyperpolarized [1-13C]pyruvate MRI where the hyperpolarizer is sited outside of the MRI room, but rapid transfer of the sample between the hyperpolarizer and scanner is still allowed to minimize the time between sample dissolution and imaging during which the hyperpolarized state decays. The hyperpolarized sample must also undergo rapid quality control checks before clinical use, which includes measurements of pyruvate concentration, pH, residual radical levels, and temperature, as well as passing through a sterilized filter. A dedicated MRI coil sensitive to 13C is required to transmit and detect the signal, and the scanner must have multinuclear capabilities so that anatomic 1H images can be produced to assist with interpretation of the 13C images.

Due to the relatively low 13C signal and to facilitate spectral separation of the signals from each metabolite, a 3-T field strength MRI machine is typically used. The choice of the best magnetic field strength for hyperpolarization studies is complicated by the nonlinear relationship between the T1 relaxation time and magnetic field strength. Field strengths above 3 T have not yet been investigated in a clinical setting but may lead to greater dephasing of the hyperpolarized state and chemical shift artifact.

The rapid decay of the 13C signal necessitates the use of a fast acquisition pulse sequence. Following dissolution, sufficient signal for detection is present for only approximately five times the T1 of 13C, which is equivalent to a few minutes. During this short time frame, the hyperpolarized solution must be transferred to the scanner, be injected intravenously into the patient, perfuse to the region of interest in the body, and undergo cellular uptake and metabolism within the tissue. Therefore, hyperpolarized 13C MRI is particularly suited to imaging rapid chemical reactions.

In the clinical setting, fast gradient-echo approaches with either a spiral or echo-planar imaging readout are used, although echo-planar imaging has some disadvantages because it may produce artifacts, including frequency shift artifacts, geometric distortion artifacts, and Nyquist ghost artifacts (8). The readouts are coupled either with spectral-spatial radiofrequency pulses or iterative decomposition of water and fat with echo asymmetry and least-squares estimation (ie, IDEAL) encoding to provide temporally resolved multisection or three-dimensional imaging (9). Although these imaging approaches usually require physicist support, they are increasingly being made available as part of multinuclear packages that can be implemented on routine clinical systems.

Initial Human Imaging, Methods, and Safety

The first human study investigating hyperpolarized [1-13C]pyruvate MRI in cancer was published in 2013 and established the safety of the tracer, prepared using a prototype clinical hyperpolarizer device, and the method of delivery in patients with prostate cancer. In this proof-of-concept study, high prostatic [1-13C]lactate signal was demonstrated in a patient who had no abnormal signal intensity on conventional proton MR images. When this region of high signal intensity was subsequently biopsied, it was found to represent a low-grade tumor (10). These results provided initial evidence that clinical hyperpolarized [1-13C]pyruvate MRI could depict some tumors that are occult on conventional 1H MR images.

The prototype clinical polarizer was subsequently developed into a commercial clinical hyperpolarizer, termed a SPINlab (GE Research Circle Technology), which can be easily sited within a radiology department and includes automated dissolution and quality control checks. A sterile fluid path or pharmacy kit was designed for use with the SPINlab as a single-use, disposable unit containing the chemical components required to hyperpolarize and dissolve a sample before delivery into the patient. The path must be assembled and filled in a clean room or pharmacy environment, with the details of the approach dependent on the local and national regulatory framework under which the work is being undertaken. The first human study reported injection of tracer at a pH of 7.3–8.0, temperatures of 28.8°–36.4°C, and volumes of 31.9–53.5 mL with no major adverse events (10). Typically, approximately 250 mM of hyperpolarized [1-13C]pyruvate is injected at 0.4 mL/kg at a rate of 5 mL/sec using a power injector, followed by a 25-mL saline flush. At present, spatial resolution is at around 1 × 1 × 1 cm for most tumors.

Clinical Data Analysis

The analysis of hyperpolarized [1-13C]pyruvate spectra includes analysis of the pyruvate and lactate peak intensities within a region of interest dynamically over time, similar to the approaches used in modeling PET or dynamic contrast-enhanced MRI data. For example, with hyperpolarized [1-13C]pyruvate MRI, the modeled parameter k PL represents the apparent exchange rate constant for the enzyme lactate dehydrogenase (LDH), which serves as a marker for cytosolic nonoxidative metabolism, and can be derived from the fitting of kinetic parameters to an exchange model mathematically. In comparison, the area under the receiver operating characteristic curve of the lactate-to-pyruvate ratio represents a simple surrogate of metabolic activity. Exchange models can be time-consuming to calculate and very sensitive to the early parameter values in the model (11), whereas the area under the receiver operating characteristic curve methods have the advantage of being independent of the shape of pyruvate inflow (12). There is a movement in the radiology community to develop a best-practice approach for the analysis of data sets, and the comparison of models with different imaging setups is an important area of current and future research.

Clinical Applications of Hyperpolarized [1-13C]Pyruvate MRI in Oncology

Metabolic Profiling of Tumors

Malignant transformation is associated with a metabolic shift in the cellular handling of glucose which manifests as an increase in glucose uptake, glycolysis, and lactate formation. Tumor cells generate substantial amounts of lactate even in the presence of oxygen, partly due to the anabolic demands of rapid proliferation (13), and this phenomenon is referred to as aerobic glycolysis or the Warburg effect. Both fluorine 18 fluorodeoxyglucose (18F-FDG) PET and hyperpolarized 13C MRI can be used to investigate these changes in glucose metabolism, although at different levels in the metabolic pathways (14). Furthermore, while 18F-FDG PET allows for only a combined signal to be detected from the labeled glucose analog and its phosphorylated product, individual hyperpolarized 13C-labeled molecules can be discriminated using MR spectroscopy. Following injection of hyperpolarized [1-13C]pyruvate, the hyperpolarized signal can be detected from the injected pyruvate and its products (lactate, bicarbonate, and alanine) depending on the tissue being imaged and the nature of the disease. The major metabolic pathways relevant to hyperpolarized [1-13C]pyruvate MRI are summarized in Figure 1.

Figure 1:

Simplified schematic of the major metabolic pathways that can be investigated with hyperpolarized [1–carbon 13]pyruvate MRI. ALT = alanine transaminase, CA = carbonic anhydrase, CoA = coenzyme A, LDH = lactate dehydrogenase, PDH = pyruvate dehydrogenase, TCA = tricarboxylic acid.

Simplified schematic of the major metabolic pathways that can be investigated with hyperpolarized [1–carbon 13]pyruvate MRI. ALT = alanine transaminase, CA = carbonic anhydrase, CoA = coenzyme A, LDH = lactate dehydrogenase, PDH = pyruvate dehydrogenase, TCA = tricarboxylic acid.

Metabolism of hyperpolarized [1-13C]pyruvate to hyperpolarized [1-13C]lactate has now been demonstrated in humans for a number of tumors, including those of the prostate, pancreas, kidney, breast, and brain (1519). Figure 2 shows an example of hyperpolarized [1-13C]pyruvate being metabolized into lactate and bicarbonate in a glioblastoma. The figure additionally demonstrates the metabolic heterogeneity within the tumor on the maps of hyperpolarized [1-13C]pyruvate, hyperpolarized [1-13C]lactate, and hyperpolarized [1-13C]bicarbonate that have been summed over time (20).

Figure 2:

Hyperpolarized carbon 13 MR images in a patient with glioblastoma that demonstrate heterogeneity in metabolism. (A) Axial contrast-enhanced T1-weighted fast spoiled gradient-echo image through the center of the lesion and (B) overlaid with the pyruvate, (C) lactate, and (D) bicarbonate color maps all summed over the imaging time course. (Reprinted, under a CC BY 4.0 license, from reference 20.)

Hyperpolarized carbon 13 MR images in a patient with glioblastoma that demonstrate heterogeneity in metabolism. (A) Axial contrast-enhanced T1-weighted fast spoiled gradient-echo image through the center of the lesion and (B) overlaid with the pyruvate, (C) lactate, and (D) bicarbonate color maps all summed over the imaging time course. (Reprinted, under a CC BY 4.0 license, from reference 20.)

The high lactic acid concentration in and surrounding tumors is not only a metabolic byproduct of increased metabolism and proliferation but is also thought to aid tumor invasion through acidification of the extracellular environment. Consequently, lactate concentration in tumors has a strong correlation with aggressiveness, metastatic potential, and overall prognosis (2123). Evidence is now emerging that hyperpolarized [1-13C]lactate imaging may be able to serve as a surrogate marker of tumor grade, for example, in prostate cancer and breast cancer (18,2426).

There are several biologic processes and tissue characteristics that may determine the hyperpolarized 13C MRI signal, including tracer delivery, expression of the transmembrane pyruvate transporter, and levels of the enzymes that catalyze pyruvate metabolism. Tumor perfusion, vascular density, and vascular permeability can affect the early stage in signal generation and delivery of the tracer to the organ of interest. Figure 3 shows an example of hyperpolarized [1-13C]pyruvate and hyperpolarized [1-13C]lactate images at 15 time points with 4-second gaps between them (Fig 3F and 3G) and summed (Fig 3C and 3D) in a patient with breast cancer. The T1-weighted dynamic contrast-enhanced images for comparison (Fig 3A and 3B) illustrate that gadolinium enhancement reflects vascularity and pyruvate delivery.

Figure 3:

Hyperpolarized [1–carbon 13]pyruvate MR images in a patient with triple-negative breast cancer. (A) Coronal T1-weighted three-dimensional spoiled gradient-echo (SPGR) image. (B) Coronal reformatted dynamic contrast-enhanced (DCE) image at peak enhancement after injection of a gadolinium-based contrast agent. (C) Summed hyperpolarized carbon 13 pyruvate images. (D) Summed hyperpolarized carbon 13 lactate images. (E) Lactate:pyruvate (LAC/PYR) ratio map. (F, G) Dynamic hyperpolarized carbon 13 pyruvate and lactate imaging with a 12-second delay after injection over 15 time points at 4-second intervals. (Reprinted, with permission, from reference 18.)

Hyperpolarized [1–carbon 13]pyruvate MR images in a patient with triple-negative breast cancer. (A) Coronal T1-weighted three-dimensional spoiled gradient-echo (SPGR) image. (B) Coronal reformatted dynamic contrast-enhanced (DCE) image at peak enhancement after injection of a gadolinium-based contrast agent. (C) Summed hyperpolarized carbon 13 pyruvate images. (D) Summed hyperpolarized carbon 13 lactate images. (E) Lactate:pyruvate (LAC/PYR) ratio map. (F, G) Dynamic hyperpolarized carbon 13 pyruvate and lactate imaging with a 12-second delay after injection over 15 time points at 4-second intervals. (Reprinted, with permission, from reference 18.)

With hyperpolarized [1-13C]pyruvate MRI, as the metabolism of pyruvate is intracellular, transmembrane transport is required and facilitated by the monocarboxylate transporters (MCTs). The MCT family of transmembrane proteins transport pyruvate and lactate in both directions across the cell membrane (27,28). There are four subtypes of MCTs, 1–4, which exhibit different kinetics and substrate specificity. MCT-1 and MCT-4 have increased expression in tumors and lead to higher uptake of pyruvate and higher efflux of lactate. MCT expression has been shown to be important for the conversion of extracellular pyruvate to lactate in some cell studies (29) and several animal studies, and recent clinical work has now also demonstrated that MCT expression correlates with lactate-to-pyruvate signal ratio in humans (18,26,30,31).

Tumor activity of the enzyme LDH is another key determinant of the rate of conversion of pyruvate into lactate and therefore the hyperpolarized [1-13C]lactate signal. LDH activity, and specifically the expression of the LDH-A subunit, is higher in most tumor subtypes compared with healthy tissue (3235). The metabolism of hyperpolarized [1-13C]pyruvate has been correlated with the increased expression of LDH in human prostate cancer, breast cancer, and glioblastoma (16,30,20)

Several hyperpolarized [1-13C]pyruvate MRI studies have shown that increased 13C lactate signal may be related to LDH and MCT expression, and that there are differences in the importance of these molecules between tumors (18,20,30). One human breast cancer study also showed that lactate formation may additionally be driven by tumor hypoxia as 13C signal correlated with expression of hypoxia inducible factor (HIF)–1α, a transcription regulator that is dependent on oxygen tension (18).

There are multiple new anticancer drugs that target MCT, HIF-1α pathways, and even LDH activity (3639). Hyperpolarized [1-13C]pyruvate MRI could find a role in the metabolic profiling of tumors to identify possible patient candidates for these types of drugs in the future.

Tumor Stratification: Assessment of Disease Aggression and Grade

Clinical results have now demonstrated that hyperpolarized [1-13C]pyruvate MRI findings can stratify tumors according to grade, with higher grade lesions producing higher hyperpolarized lactate signal intensity (25). For example, in prostate cancer, hyperpolarized [1-13C]pyruvate MRI findings were shown to identify intermediate-risk subtypes not detectable with 1H MRI (16,26). In clear cell renal cell carcinoma, hyperpolarized [1-13C]pyruvate MRI revealed intratumoral metabolic heterogeneity and was found to act as a surrogate for grade and potentially outcome (17,31). Figure 4 depicts results of a study on renal cell carcinoma confirming an increase in hyperpolarized 13C signal in higher grade tumors, with the grade 4 tumor producing the highest pyruvate, lactate, and kPL, followed by the grade 3 and grade 2 tumors (31).

Figure 4:

Carbon 13 (13C) pyruvate and 13C lactate signal intensity summed over all time points superimposed on an axial T1-weighted (T1w) image of the largest tumor cross-section for three different grade renal cell carcinomas. The border of the tumor is outlined in blue. ccRCC = clear cell renal cell carcinoma, kPL = apparent exchange rate constant for lactate dehydrogenase, Lac/Pyr = lactate:pyruvate ratio, WHO/ISUP = World Health Organization/International Society of Urological Pathology. (Reprinted, under a CC BY 4.0 license, from reference 31.)

Carbon 13 (13C) pyruvate and 13C lactate signal intensity summed over all time points superimposed on an axial T1-weighted (T1w) image of the largest tumor cross-section for three different grade renal cell carcinomas. The border of the tumor is outlined in blue. ccRCC = clear cell renal cell carcinoma, kPL = apparent exchange rate constant for lactate dehydrogenase, Lac/Pyr = lactate:pyruvate ratio, WHO/ISUP = World Health Organization/International Society of Urological Pathology. (Reprinted, under a CC BY 4.0 license, from reference 31.)

Early Diagnosis and Earlier Detection of Successful Response to Treatment

During malignant transformation, metabolic changes precede structural and functional changes as glucose is diverted away from aerobic metabolism to provide the larger molecular building blocks required to support cell growth and division in the tumor. These biochemical changes may be detected with metabolic imaging before conventional imaging-based treatment response assessment criteria such as the Response Evaluation Criteria in Solid Tumors, or RECIST. Clinical hyperpolarized [1-13C]pyruvate MRI is thought to depict the early biochemical changes of carcinogenesis and treatment response that are driven by increased pyruvate uptake, LDH activity, and lactate production. Figure 5 shows a case from a recently published study of histologically proven prostate cancer with a tumor focus in the right peripheral zone (red region of interest on histologic image) that was detectable on hyperpolarized [1-13C]pyruvate MR images (red arrow) but not with proton MRI sequences (16).

Figure 5:

Images in a 64-year-old patient who underwent robot-assisted radical prostatectomy. (A) Postsurgical histopathologic assessment confirmed the diagnosis of adenocarcinoma of the prostate. The red region of interest represents an International Society of Urological Pathology (ISUP) grade 1 lesion in the right peripheral zone, and the black region of interest represents a ISUP grade 3 lesion in the left peripheral zone. (B) T2-weighted MR (T2WI) image demonstrates a single marked area of low signal intensity corresponding to the target lesion in the left peripheral zone (yellow arrow). (C) Apparent diffusion coefficient (ADC) map demonstrates a corresponding focus of markedly restricted diffusion in the left peripheral zone (blue arrow). (D) Dynamic contrast-enhanced (DCE) MR image demonstrates the area of early enhancement in the left peripheral zone (green arrow). (E) Pyruvate signal-to-noise ratio (SNR) map with two areas of high pyruvate signal intensity, with the red and black arrows corresponding to the grade 1 and grade 3 histopathology-confirmed tumor foci, respectively. (F) Lactate SNR map demonstrates high [1–carbon 13]lactate signal intensity in the left peripheral zone lesion. (G) Total carbon SNR map shows higher signal intensity in the left peripheral zone tumor. (H) The apparent exchange rate constant for lactate dehydrogenase (kPL) map (presented as sec-1) shows a higher rate of pyruvate-to-lactate conversion in the more aggressive left peripheral zone lesion. (Reprinted, under a CC BY 4.0 license, from reference 16.)

Images in a 64-year-old patient who underwent robot-assisted radical prostatectomy. (A) Postsurgical histopathologic assessment confirmed the diagnosis of adenocarcinoma of the prostate. The red region of interest represents an International Society of Urological Pathology (ISUP) grade 1 lesion in the right peripheral zone, and the black region of interest represents a ISUP grade 3 lesion in the left peripheral zone. (B) T2-weighted MR (T2WI) image demonstrates a single marked area of low signal intensity corresponding to the target lesion in the left peripheral zone (yellow arrow). (C) Apparent diffusion coefficient (ADC) map demonstrates a corresponding focus of markedly restricted diffusion in the left peripheral zone (blue arrow). (D) Dynamic contrast-enhanced (DCE) MR image demonstrates the area of early enhancement in the left peripheral zone (green arrow). (E) Pyruvate signal-to-noise ratio (SNR) map with two areas of high pyruvate signal intensity, with the red and black arrows corresponding to the grade 1 and grade 3 histopathology-confirmed tumor foci, respectively. (F) Lactate SNR map demonstrates high [1–carbon 13]lactate signal intensity in the left peripheral zone lesion. (G) Total carbon SNR map shows higher signal intensity in the left peripheral zone tumor. (H) The apparent exchange rate constant for lactate dehydrogenase (kPL) map (presented as sec-1) shows a higher rate of pyruvate-to-lactate conversion in the more aggressive left peripheral zone lesion. (Reprinted, under a CC BY 4.0 license, from reference 16.)

Preclinical research has shown that hyperpolarized [1-13C]pyruvate MRI can depict biochemical responses to chemotherapy as early as 24 hours after treatment (40). More recently, human trials have provided initial evidence that hyperpolarized [1-13C]pyruvate MRI may also depict treatment response in the clinical setting such as in breast cancer after neoadjuvant therapy (30,41). Although most preclinical studies have found a reduction in lactate labeling following successful treatment, a clinical breast cancer study in the neoadjuvant setting showed that an increase in the lactate-to-pyruvate ratio of approximately 20% occurred 7–11 days after commencing treatment and identified those patients who went on to have a pathologic complete response at surgery. Figure 6 is taken from this study and gives examples of the changes that can be observed in lactate:pyruvate ratio with hyperpolarized [1-13C]pyruvate MRI following treatment of two different patients. Figure 6A and 6B depict images of a patient with human epidermal growth factor receptor 2–positive breast cancer before standard-of-care chemotherapy treatment who had a decrease in lactate:pyruvate ratio following treatment (Fig 6C and 6D), corresponding to a histologic nonresponse. Figure 6F and 6G depict baseline images of another patient with triple-negative breast cancer who had an increase in lactate:pyruvate ratio after treatment with chemotherapy and a poly (adenosine diphosphate–ribose) polymerase (PARP) inhibitor (Fig 6H and 6I), corresponding to a confirmed histologic response (30). The contrast in results between clinical and preclinical studies here was hypothesized to be due to differences in the timing of posttreatment imaging in humans compared with animals or to differences in the onset of hypoxia or immune infiltration, reflecting the importance of translational studies from animals to humans in understanding the clinical role of this new technique for response monitoring.

Figure 6:

Two patients with human epidermal growth factor receptor 2–positive (HER2+) breast cancer (top row) and triple-negative breast cancer (TNBC) (bottom row). (A, F) Hyperpolarized carbon 13 MRI lactate:pyruvate (LAC/PYR) maps for both patients superimposed on hydrogen 1 MR images. (B, G) Diffusion images at baseline. Early follow-up (C, H) hyperpolarized and (D, I) diffusion images. Differences between baseline and follow-up images were significant for tumor volume and diffusivity. (Reprinted, under a CC BY 4.0 license, from reference 30.)

Two patients with human epidermal growth factor receptor 2–positive (HER2+) breast cancer (top row) and triple-negative breast cancer (TNBC) (bottom row). (A, F) Hyperpolarized carbon 13 MRI lactate:pyruvate (LAC/PYR) maps for both patients superimposed on hydrogen 1 MR images. (B, G) Diffusion images at baseline. Early follow-up (C, H) hyperpolarized and (D, I) diffusion images. Differences between baseline and follow-up images were significant for tumor volume and diffusivity. (Reprinted, under a CC BY 4.0 license, from reference 30.)

PARP inhibitors are a class of anticancer drugs that may be particularly suitable for imaging with hyperpolarized [1-13C]pyruvate, as PARP activity depletes oxidized nicotinamide adenine dinucleotide (NAD+) and reduced nicotinamide adenine dinucleotide (NADH), the cofactors for the LDH enzyme (42,43). PARP inhibition has been shown to increase lactate signal relative to pyruvate when used with standard-of-care neoadjuvant treatment in breast cancer which may be due to restoration of NAD+ and NADH levels (30). Other new areas for therapy that could likely be monitored with hyperpolarized 13C MRI include the effect of new cancer therapies that specifically target metabolism, as well as immunotherapy which may also indirectly modulate immune cell metabolism and increase metabolic activity (4446).

Challenges and Future Directions for Hyperpolarized [1-13C]Pyruvate MRI

Key clinical and preclinical studies investigating hyperpolarized [1-13C]pyruvate MRI are listed in Tables 1 and 2, respectively, along with brief descriptions of the advances in knowledge they have provided. While clinical hyperpolarized [1-13C]pyruvate MRI has many conceivable roles for improved management of patients, the current complexity of the imaging method, requirement of initial facility setup, and high running costs have limited translation of this technique into more widespread clinical use. Improving the technology to simplify translation, such as by streamlining delivery of tracer to the patient, is an area of active research that can help facilitate future multicenter trials and potentially routine clinical applications. This in turn could improve the feasibility of mass production of equipment and tracer similar to 18F FDG and lead to reductions in the prices of study initiation and maintenance.

Table 1:

Selected Clinical Hyperpolarized Carbon 13 Pyruvate Studies in Oncology and Key Findings

graphic file with name rycan.230005.tbl1.jpg

Table 2:

Selected Preclinical Hyperpolarized Carbon 13 Pyruvate Studies in Oncology and Key Findings

graphic file with name rycan.230005.tbl2.jpg

With hyperpolarized [1-13C]pyruvate MRI, the detection of an early response to cancer treatment could be integrated into the patient management pathway, allowing targeted therapies and combinational treatments to be rapidly tailored for each patient as part of a personalized medical approach. Hyperpolarized [1-13C]pyruvate MRI may also be used for the noninvasive evaluation of tumor grade or aggressiveness in selected patients where biopsy is challenging or to target biopsies to areas of high lactate to derive more accurate results (47).

Other promising applications of hyperpolarized 13C MRI with potential for more immediate use involve combination with complementary imaging modalities such as 18F-FDG PET (48) or emerging techniques such as deuterium metabolic imaging, where glucose is labeled with the 2H isotope of hydrogen, thereby providing a more complete picture of cellular metabolism than each of these individual techniques alone (49,50). The standardized uptake value of 18F FDG is higher in tumors because of an increase in metabolic activity, glucose transporter expression, and activity of the enzyme hexokinase which phosphorylates and traps the tracer intracellularly. Standardized uptake value is already used in clinical practice for treatment response monitoring as well as for the detection of new cancer and recurrence (51,52). 18F-FDG PET and hyperpolarized [1-13C]pyruvate MRI depict tissue metabolism in complementary ways and are sensitive to different steps in the metabolism of glucose, allowing these modalities to investigate different enzymes and transporters (3).

Where available, hybrid PET/MRI scanners can be used with 18F-FDG and hyperpolarized [1-13C]pyruvate MRI to further improve the metabolic phenotyping of tissue. 18F-FDG PET images can be more accurately coregistered to hyperpolarized [1-13C]pyruvate MRI with PET/MRI scanners than with PET/CT. Simultaneous 18F-FDG PET and hyperpolarized [1-13C]pyruvate MRI has already been performed in a canine cancer model which showed that hyperpolarized [1-13C]pyruvate MRI was more specific for the Warburg effect, while 18F-FDG PET could not differentiate between increased glucose uptake and the processes of oxidative phosphorylation and glycolysis (53).

Validation of the measurements of pyruvate and its metabolites in tissue using hyperpolarized [1-13C]pyruvate MRI is challenging due to the large number of biologic covariates and the difficulty of rapidly halting chemical reactions in biologic systems to facilitate ex vivo quantification. To date, only few studies have provided tissue validation for the imaging measurements (16,20,54). Larger biologic and technical validation studies are required to understand the changes that drive signal generation in hyperpolarized 13C MRI and to further evaluate the repeatability and reproducibility of the results, for which there have already been a few promising reports in specific tumors such as prostate cancer (26).

Conclusion

Hyperpolarized [1-13C]pyruvate MRI has been extensively studied preclinically and has been successfully implemented in human studies at multiple clinical sites and across several cancers. The biologic mechanisms underlying the changes in imaging are tumor-specific and have been shown to include expression of the pyruvate transporter and the enzyme converting it into lactate as well as the endogenous tissue concentration of lactate. Early human research suggests that clinical hyperpolarized [1-13C]pyruvate MRI may have the potential to fulfill the promise of preclinical results. In the human studies performed thus far, the technique has produced findings that have demonstrated an ability to stratify tumors based on their metabolic phenotype, more accurately detect multifocal disease, assist in tumor grading, and detect early response to therapy.

Hyperpolarized [1-13C]pyruvate MRI remains a developing and improving technology. In the future, it may find use in clinical drug trials for monitoring responses to new treatments and in the identification of successful combinational regimens. The technique may also be improved by combination with 18F-FDG PET and deuterium metabolic imaging to provide rich metabolic phenotypic information on tumors. Nevertheless, there remains a need for studies to undertake further biologic and technical validation as well as for larger multicenter trials to confirm results obtained from the proof-of-concept and small patient number studies that have been performed to date.

Supported by Cancer Research UK (CRUK), the CRUK Cambridge Centre, the Mark Foundation for Cancer Research, the Gates Cambridge Foundation, the National Institute of Health Research-Cambridge Biomedical Research Centre, The Medical Research Council (MRC), Addenbrooke’s Charitable Trust, and the Cambridge Experimental Cancer Medicine Centre.

Disclosures of conflicts of interest: S.S.D. Former Radiology: Imaging Cancer trainee editorial board member. C.R. No relevant relationships. A.S. No relevant relationships. J.M. No relevant relationships. J.T.G. No relevant relationships. D.J.T. Support from the British Heart Foundation Senior Basic Science Fellowship (FS/19/18/34252). E.S. Currently a trainee editorial board member for Radiology: Imaging Cancer (but not at the time of submission). F.A.G. Support from Cancer Research UK (CRUK), Prostate Cancer UK (PCUK), CRUK Cambridge Centre, National Institute for Care and Health Research (NIHR), Cambridge Biomedical Research Centre (BRC), and Mark Foundation for Cancer Research; grants from GlaxoSmithKline (GSK), AstraZeneca (AZ), Evelyn Trust, MS Society, and the Lundbeck Foundation; consulting fees from AstraZeneca on behalf of the University of Cambridge; member of the scientific advisory board for the European Institute for Biomedical Imaging (EIBIR) and the board of trustees for the World Molecular Imaging Society; research support from GE HealthCare.

Abbreviations:

FDG
fluorodeoxyglucose
k PL
apparent exchange rate constant for LDH
LDH
lactate dehydrogenase
MCT
monocarboxylate transporter
NADH
reduced nicotinamide adenine dinucleotide
NAD+
oxidized NAD
PARP
poly (adenosine diphosphate–ribose) polymerase

References

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