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One-stop-shop tumor imaging: buy hypoxia, get lactate free
Ashley A. Manzoor,1,2 Thies Schroeder,1 and Mark W. Dewhirst1
1Department of Radiation Oncology and 2Medical Physics Program, Duke University, Durham, North Carolina, USA.
Address correspondence to: Mark W. Dewhirst, Duke University Medical Center, Box 3455, Room 201 MSRB Research Drive, Durham, North Carolina, USA. Phone: (919) 684-4180; Fax: (919) 684-8718; E-mail: [email protected].
Find articles by Manzoor, A. in: JCI | PubMed | Google Scholar
1Department of Radiation Oncology and 2Medical Physics Program, Duke University, Durham, North Carolina, USA.
Address correspondence to: Mark W. Dewhirst, Duke University Medical Center, Box 3455, Room 201 MSRB Research Drive, Durham, North Carolina, USA. Phone: (919) 684-4180; Fax: (919) 684-8718; E-mail: [email protected].
Find articles by Schroeder, T. in: JCI | PubMed | Google Scholar
1Department of Radiation Oncology and 2Medical Physics Program, Duke University, Durham, North Carolina, USA.
Address correspondence to: Mark W. Dewhirst, Duke University Medical Center, Box 3455, Room 201 MSRB Research Drive, Durham, North Carolina, USA. Phone: (919) 684-4180; Fax: (919) 684-8718; E-mail: [email protected].
Find articles by Dewhirst, M. in: JCI | PubMed | Google Scholar
Published April 22, 2008 - More info
J Clin Invest. 2008;118(5):1616–1619. https://doi.org/10.1172/JCI35543.
© 2008 The American Society for Clinical Investigation
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Abstract
A priori knowledge of spatial and temporal changes in partial pressure of oxygen (oxygenation; pO2) in solid tumors, a key prognostic factor in cancer treatment outcome, could greatly improve treatment planning in radiotherapy and chemotherapy. Pulsed electron paramagnetic resonance imaging (EPRI) provides quantitative 3D maps of tissue pO2 in living objects. In this study, we implemented an EPRI set-up that could acquire pO2 maps in almost real time for 2D and in minutes for 3D. We also designed a combined EPRI and MRI system that enabled generation of pO2 maps with anatomic guidance. Using EPRI and an air/carbogen (95% O2 plus 5% CO2) breathing cycle, we visualized perfusion-limited hypoxia in murine tumors. The relationship between tumor blood perfusion and pO2 status was examined, and it was found that significant hypoxia existed even in regions that exhibited blood flow. In addition, high levels of lactate were identified even in normoxic tumor regions, suggesting the predominance of aerobic glycolysis in murine tumors. This report presents a rapid, noninvasive method to obtain quantitative maps of pO2 in tumors, reported with anatomy, with precision. In addition, this method may also be useful for studying the relationship between pO2 status and tumor-specific phenotypes such as aerobic glycolysis.
Authors
Shingo Matsumoto, Fuminori Hyodo, Sankaran Subramanian, Nallathamby Devasahayam, Jeeva Munasinghe, Emi Hyodo, Chandramouli Gadisetti, John A. Cook, James B. Mitchell, Murali C. Krishna
It has been known for well over two decades that tumor angiogenesis results in blood vessels that are structurally and functionally abnormal, contributing to inefficient tumor perfusion and hypoxia (1, 2). Hypoxia has an impact on patient survival for a wide range of solid tumors and is associated with poor prognosis following radiation, chemotherapy, and surgery (3–5). Interest in the hypoxic status of tumors has further increased with the discovery that hypoxia regulates dozens of genes that alter cellular behavior and result in a more malignant tumor phenotype (6). However, in spite of the known importance of hypoxia in tumor pathophysiology, there has yet to be identified a method that can noninvasively and repeatedly measure partial pressure of oxygen (oxygenation; pO2) of tumors with precision. Additionally, the multifaceted causality of tumor hypoxia has not been addressed; both metabolic rate and perfusion can influence hypoxia, but to date there has not been an integrated method that can assess these multiple physiologic parameters.
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An important milestone in multimodal imaging is achieved
The study by Matsumoto and colleagues in this issue of the JCI represents the pièce de résistance of multiparametric tumor imaging (7). They have demonstrated the ability to obtain noninvasive, accurate measurements of tissue pO2 in a live animal with an integrated imaging platform that provides overlay of acquired oxygen maps with further anatomic, physiologic, and metabolic information. This work is truly groundbreaking, and if implemented on a wider basis, it could revolutionize the way in which we study and understand the principles controlling tumor hypoxia at the preclinical level. Although implementing this technique in the clinical environment will be challenging, successful translation of this research method into clinical use would create a true paradigm shift in how technology is used in diagnostic and therapeutic oncology.
The current study (7) describes a novel platform that uses pulsed electron paramagnetic resonance imaging (EPRI), a method fundamentally similar to MRI that utilizes an injected oxygen-sensitive chemical probe to obtain 3D maps of tissue pO2. The authors combine EPRI with MRI by exploiting the common radio frequency of 300 MHz between EPRI and MRI signals at their magnetic field strengths of 10 mT and 7 T, respectively. This elegant design allows for serial monitoring and multiparametric analysis of the tumor environment, merging the refined oxygen-imaging ability of EPRI with the multitude of powerful parameters available through MRI and magnetic resonance spectroscopy (MRS).
The method outlined by Matsumoto et al. (7) offers a unique capacity for hypoxia imaging by providing 3D images of absolute tissue pO2 with a resolution of 3–4 mmHg. No other hypoxia imaging modality can currently match this ability (Table 1). While polarographic electrodes and optical methods are also capable of assessing absolute oxygen content in mmHg, they are severely limited in their imaging capability (8); polarography, the current gold standard for measuring tissue pO2, is invasive and provides only point or line measurements, and optical methods have limited penetration depths in the order of millimeters to centimeters. PET imaging of oxygen-dependent hypoxia marker compounds is the most commonly used clinical method for determining tumor hypoxia, with a variety of available fluorinated (18F) nitroimidazoles and chelated copper compounds. These radioactive tracers are bioreduced and consequently trapped inside cells with low oxygen tension (8–10). However, PET imaging provides only a relative measure of hypoxia and is influenced by the cellular uptake and retention of the radiotracers. This is in contrast to the pulsed EPRI system, which provides quantitative information on hypoxic intensity, enabling severely hypoxic (<1 mmHg) tumor regions to be discriminated from mildly hypoxic (approximately 10 mmHg) tumor regions, at a spatial resolution far superior to that of PET.
Competing MRI methods of imaging hypoxia such as blood oxygen level–dependent (BOLD) and dynamic contrast–enhanced (DCE) MRI also have limitations, particularly when compared with this novel method. BOLD MRI provides a measure of relative hemoglobin oxygen saturation, but confounding influences of blood flow, arterial saturation, microvessel density, hematocrit, and oxygen consumption complicate interpretation of the BOLD signal and limit the ability to infer tissue pO2 (8, 9, 11). DCE MRI has also been used to infer differences in tumor pO2, but the parameters of perfusion, permeability, and extracellular volume fraction obtained from this method are only tangentially related to hypoxia; studies have reported weak correlates between these endpoints and the hypoxic status of tumors (12, 13). Perfluorocarbon (PFC) 19F MRS provides the most comparable imaging capabilities, as PFCs acquire absolute pO2 with a resolution of 1–3 mmHg (14). However, the main disadvantage of PFC MRI/MRS is its spatial resolution, which is inferior to that of pulsed EPRI.
While EPRI shows great promise for hypoxia imaging, until now it has been limited by its lack of ability to provide anatomical information. In this issue, Matsumoto et al. (7) demonstrate that they have overcome this limitation and provide a further adjunct to the anatomical information by incorporating multiple magnetic resonance parameters. The authors obtained magnetic resonance angiograms, apparent diffusion coefficient (ADC) maps, and arterial spin-labeling, corresponding to parameters of blood volume, cellularity/necrosis, and blood flow, respectively. This approach is particularly significant as the multiparametric possibilities are not limited to the analysis conducted in this experiment; BOLD or DCE MRI could be performed as easily as the ADC or arterial spin-labeling methods.
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A comprehensive view of the tumor microenvironment requires metabolic information
From the overlaid functional and anatomical images obtained, Matsumoto et al. (7) selected regions of interest within the tumors and performed proton MRS to measure levels of metabolites such as lactate and choline. This is the first report of an imaging modality providing metabolic information simultaneously with pO2 values, furthering the elegance of this study. Yet, from this laudatory introduction arises a note of caution: imaging technology is only as valuable as its validation and interpretation. Matsumoto et al. conclude that their findings, showing high levels of lactate at normal pO2 levels, support the predominance of aerobic glycolysis in normoxic regions of tumor, also known as the Warburg effect (15). However, the role of lactate in tumor metabolism has much greater complexity than acknowledged with these conclusions. Without additional information to aid and support interpretation of the imaging results, it is difficult to claim that the images provide evidence for the Warburg effect.
Tumor metabolism is a dynamic process of nutrient delivery and breakdown, which influences the tissue concentration of its substrates and products in a complicated manner. It has been well described that cancer cells, as most other cells, compensate for hypoxia by increasing their rate of glycolysis, a phenomenon known as the Pasteur effect (16). While the Pasteur effect in cancer cells was first described in the early 1930s, in part by Otto Warburg himself, it has never been found that lactate production decreases with hypoxia (16–18). Moreover, regions of chronic severe hypoxia in experimental tumors usually surround a necrotic core, which functions as a sink to accumulate lactate (Figure 1). Considering these factors, a situation in which lactate levels are lower in hypoxic as compared with normoxic tumor areas is highly unlikely, even if individual cancer types exhibit a strong Warburg effect. A possible explanation is that short-term changes in hypoxia, also known as fluctuating hypoxia, lead to metabolite concentrations that do not represent the current pO2 state of the tissue. In this scenario, the EPRI takes a “snapshot” of the oxygen status of the tumor, which may not be representative of the tumor over time. The authors themselves illustrate this influence by the fluctuations of EPRI pO2 values with carbogen breathing. As fluctuating hypoxia tends to be perfusion dominated, this would coincide with an area that has higher blood volume. Another explanation is that local tissue hypoglycemia could be restricting lactate production in tumors. However, such a lack of substrate will most likely lead to cell death shortly thereafter. In short, the authors’ finding of lactate being higher in normoxic than hypoxic tissue is unexpected and necessitates further explanation. This is particularly important when a novel method is used to measure these parameters. We would therefore like to underscore that imaging modalities, while powerful methods to provide insight into the tumor environment, are only as valuable as their validation and interpretation.
Figure 1Mechanisms underlying increased lactate concentrations in hypoxic and necrotic versus normoxic, well-perfused tumor areas. Necrosis occurs within the hypoxic core of the (experimental) tumor. Lactate produced by perinecrotic, hypoxic cells is cleared through the microvasculature. Lacking a route of drainage, lactate accumulates in the necrotic cavity. In addition, hypoxia leads to an increase in baseline lactate production rate via the Pasteur effect (16). Consequently, the concentration of lactate in hypoxic tumor areas is determined by oncogenic/hypoxic lactate production, lactate backflow from necrosis, and other factors, such as vascular efficiency and substrate availability. The right panel illustrates these principles in a human cervical carcinoma (SiHa) xenografted in a mouse. The administered hypoxia marker pimonidazole (yellow) labels hypoxic cells, whereas external Hoechst 33342 (blue) marks better-perfused and oxygenated parts of the tumor. Lactate was determined from cryoslices using quantitative bioluminescence microscopy. The images were color encoded and coregistered with the pimonidazole/Hoechst image.
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