scholarly journals BIMG-21. DEUTERIUM METABOLIC IMAGING (DMI), A NEW, MRI-BASED TECHNIQUE FOR MAPPING BRAIN TUMOR METABOLISM IN VIVO

2021 ◽  
Vol 3 (Supplement_1) ◽  
pp. i5-i5
Author(s):  
Zachary Corbin ◽  
Robert Fulbright ◽  
Douglas Rothman ◽  
Robin de Graaf ◽  
Henk De Feyter

Abstract Deuterium Metabolic Imaging (DMI) combines 3D deuterium (2H) magnetic resonance spectroscopic imaging (MRSI) with administration of a 2H-labeled substrate to map uptake and metabolism of the substrate. DMI has been implemented on a 4 Tesla clinical research MRI scanner, and on an 11.7 Tesla preclinical MRI scanner, and has been used with 2H-labeled glucose, acetate and choline. DMI data are presented as color maps of concentration of the 2H-labeled substrate and its metabolites, overlaid on anatomical MR images. In rat and mouse models of glioblastoma, DMI data acquired at 5 to 8 uL resolution following intravenous 2H-glucose infusion clearly showed the Warburg effect in the tumor lesions. The Warburg effect is indicated by the ratio of 2H-labeled lactate/glutamate+glutamine (Glx). High levels of 2H-labeled lactate and low levels of 2H-labeled Glx are the result of a high rate of glycolysis and low rate of oxidative glucose metabolism. Because DMI detects both glucose and its downstream metabolism, the technique does not suffer from low image contrast with normal brain, as is the case with FDG-PET that detects glucose uptake only. For clinical research studies patients orally consumed 0.75g/kg of 2H-glucose dissolved in water. The observations made in the animal models were confirmed in several patients with recurrent GBM, showing hotspots in the lac/Glx maps (8 mL resolution), coinciding with the area of the tumor lesion. In patients with meningioma, no Warburg effect was detected using DMI. Furthermore, DMI data acquired in a patient with GBM one week after finishing 30 days of radiation therapy, also showed no high levels of 2H-labeled lactate in the lesion. These data indicate that the presence of the Warburg effect could correlate with tumor grade and/or aggressiveness, and that DMI of glucose metabolism could potentially be a biomarker of therapy effect.

F1000Research ◽  
2013 ◽  
Vol 2 ◽  
pp. 10 ◽  
Author(s):  
Halina Witkiewicz ◽  
Phil Oh ◽  
Jan E Schnitzer

Despite the universality of metabolic pathways, malignant cells were found to have their metabolism reprogrammed to generate energy by glycolysis even under normal oxygen concentrations (the Warburg effect). Therefore, the pathway energetically 18 times less efficient than oxidative phosphorylation was implicated to match increased energy requirements of growing tumors. The paradox was explained by an abnormally high rate of glucose uptake, assuming unlimited availability of substrates for tumor growth in vivo. However, ultrastructural analysis of tumor vasculature morphogenesis showed that the growing tissue regions did not have continuous blood supply and intermittently depended on autophagy for survival. Erythrogenic autophagy, and resulting ATP generation by glycolysis, appeared critical to initiating vasculature formation where it was missing. This study focused on ultrastructural features that reflected metabolic switch from aerobic to anaerobic. Morphological differences between and within different types of cells were evident in tissue sections. In cells undergoing nucleo-cytoplasmic conversion into erythrosomes (erythrogenesis), gradual changes led to replacing mitochondria with peroxisomes, through an intermediate form connected to endoplasmic reticulum. Those findings related to the issue of peroxisome biogenesis and to the phenomenon of hemogenic endothelium. Mitochondria were compacted also during mitosis. In vivo, cells that lost and others that retained capability to use oxygen coexisted side-by-side; both types were important for vasculature morphogenesis and tissue growth. Once passable, the new vasculature segment could deliver external oxygen and nutrients. Nutritional and redox status of microenvironment had similar effect on metabolism of malignant and non-malignant cells demonstrating the necessity to maintain structure-energy equivalence in all living cells. The role of glycolysis in initiating vasculature formation, and in progression of cell cycle through mitosis, indicated that Warburg effect had a fundamental biological significance extending to non-malignant tissues. The approach used here could facilitate integration of accumulated cyber knowledge on cancer metabolism into predictive science.


2019 ◽  
Vol 21 (Supplement_6) ◽  
pp. vi164-vi164
Author(s):  
Zachary Corbin ◽  
Isabel Prado ◽  
Robert Fulbright ◽  
Douglas Rothman ◽  
Robin de Graaf ◽  
...  

Abstract INTRODUCTION Metabolic changes in cancer have gained renewed interest as potential diagnostic and prognostic markers. The tendency to favor glycolysis in the presence of oxygen has been coined the Warburg Effect. We developed a magnetic resonance-based method that illustrates this metabolic shift. Deuterium Metabolic Imaging (DMI) observes glucose metabolism by tracing deuterium-labeled downstream metabolites, effectively representing the Warburg Effect. This pilot study uses DMI to visualize in vivo the Warburg Effect in subjects with brain tumors. METHODS We screened Yale Neuro-Oncology patients, excluding those with diabetes and MRI contraindications. Recruited subjects orally consumed 0.75g/kg of [6,6’-2H2]-glucose dissolved in water. Imaging studies were performed using a 4T magnet interfaced to a Bruker spectrometer. All data were analyzed in Matlab 8.3. Deuterium-labeled metabolite levels were overlaid on MRI to generate amplitude color maps for glucose, glutamate+glutamine (Glx), lactate, and the lactate/Glx ratio, representing the Warburg Effect. RESULTS Six brain tumor subjects were imaged. Age ranged from 53 to 72 years, and five subjects were men. Diagnoses included 4 glioblastomas (GBMs), 1 anaplastic oligodendroglioma (AO), and 1 meningioma. DMI mapping revealed regional differences between tumor sites and contralateral areas. All GBMs showed the Warburg Effect, while the AO and meningioma did not. CONCLUSION The Warburg Effect was not evident in DMI of every high-grade brain tumor, as it was not observed in the WHO grade III AO. While this tumor has a lower WHO grade than GBM, we speculate that this discrepancy relates to its molecular characterization, including an IDH1 R132H mutation, MGMT methylation, and 1p/19q codeletion. The brain tumor treatment paradigm is shifting from one based upon WHO grade to one centered around molecular features. We believe DMI provides detailed metabolic information about tumor aggressiveness, which may be linked to molecular characteristics, underscoring its clinical relevance for brain tumor diagnosis and management.


2020 ◽  
Vol 3 (Supplement_1) ◽  
pp. i1-i2
Author(s):  
Celine Taglang ◽  
Georgios Batsios ◽  
Meryssa Tran ◽  
Anne Marie Gillepsie ◽  
Hema Artee Luchman ◽  
...  

Abstract The Warburg effect, characterized by elevated glucose uptake and flux to lactate, is a metabolic hallmark of cancer. Recent studies have identified deuterium 2H-magnetic resonance spectroscopy (MRS) using 6,6’-2H-glucose as a novel method of imaging the Warburg effect in high-grade primary glioblastomas (GBMs). However, its utility for imaging low-grade gliomas has not been tested. The goal of this study was to determine whether 6,6’-2H-glucose can be used for imaging tumor burden and treatment response in mutant isocitrate dehydrogenase (IDHmut) low-grade gliomas in vivo. We examined mice bearing orthotopic tumors of the patient-derived BT257 astrocytoma model. 1H-MRS, providing a readout of steady-state metabolite levels, confirmed the presence of 2-hydroxyglutarate, the product of IDHmut, in BT257 tumor tissue but not normal brain. Previous studies comparing IDHmut gliomas with GBMs suggest that IDHmut gliomas undergo lactate dehydrogenase silencing, potentially leading to a non-glycolytic phenotype. Nevertheless, our results indicated that, compared to normal brain, glucose uptake and concomitant flux to lactate were significantly higher in BT257 tumor tissue. Importantly, 6,6’-2H-glucose metabolism to lactate was observed in BT257 tumor-bearing mice, but not tumor-free mice. Furthermore, imaging studies confirmed spatial localization of lactate production to the tumor vs. contralateral normal brain. We then examined the ability of 6,6’-2H-glucose to assess treatment response. Poly-(adenosine 5′-diphosphate-ribose) polymerase inhibitors (PARPi) inhibit IDHmut glioma growth and are in clinical trials for IDHmut glioma patients. Treatment with the PARPi niraparib reduced 6,6’-2H-glucose flux to lactate in BT257 tumor-bearing mice. Importantly, this reduction was observed at early time-points when no difference in tumor volume could be detected using anatomical imaging, pointing to the ability of 6,6’-2H-glucose to assess pseudoprogression. Collectively, our results suggest that IDHmut gliomas display a glycolytic phenotype amenable to non-invasive 2H-MRS-based imaging of tumor burden and treatment response.


2020 ◽  
Author(s):  
Lei Liu ◽  
Li Chai ◽  
Jingjing Ran ◽  
Ying Yang ◽  
Li Zhang

Abstract Brain-specific angiogenesis inhibitor 1 (BAI1) is an important tumor suppressor in multiple cancers. However, the mechanisms behind its anti-tumor activity, particularly the relationship between BAI1 and metabolic aberrant of a tumor, remained unveiled. This study aimed to investigate whether BAI1 could inhibit biological functions in lung cancer A549 cells and the critical regulating molecules that induce metabolic reprogramming. Immunohistochemistry staining was performed to analyze whether variations in the expression of BAI1 in tumor tissues contributes to poor prognosis of lung cancer. Overexpressed BAI1 (BAI1-OE-A549) and control (Vector-NC-A549) were generated by lentiviral transfection. Biological function assays (proliferation, apoptosis, colony formation, invasion and in vivo metastasis), as well as metabolic reprogramming (by the Warburg effect and the glycolytic rate), were performed in both groups. Our results indicated that lower levels of BAI1 contributed to poor prognosis of lung cancer patients. Furthermore, overexpressed of BAI1 dramatically inhibited proliferation, migration, invasion, colony formation and in vivo metastasis of A549 cells. The Warburg effect and the Seahorse assay revealed that BAI1-OE induced metabolism reprogramming by inhibiting the Warburg effect and glycolysis. Further exploration indicated that BAI1 induced metabolic reprogramming by upregulating stearoyl-CoA desaturase 1 (SCD1) and inhibited 3-hydroxy-3-methylglutaryl coenzyme A reductase (HMGCR). Our study revealed a novel mechanism through which BAI1 acted as tumor suppressor by inducing metabolic reprogramming via the SCD1 and HMGCR module.


2021 ◽  
Author(s):  
Shonagh Russell ◽  
Liping Xu ◽  
Yoonseok Kam ◽  
Dominique Abrahams ◽  
Bryce Ordway ◽  
...  

Aggressive cancers commonly ferment glucose to lactic acid at high rates, even in the presence of oxygen. This is known as aerobic glycolysis, or the “Warburg Effect”. It is widely assumed that this is a consequence of the upregulation of glycolytic enzymes. Oncogenic drivers can increase the expression of most proteins in the glycolytic pathway, including the terminal step of exporting H+ equivalents from the cytoplasm. Proton exporters maintain an alkaline cytoplasmic pH, which can enhance all glycolytic enzyme activities, even in the absence of oncogene-related expression changes. Based on this observation, we hypothesized that increased uptake and fermentative metabolism of glucose could be driven by the expulsion of H+ equivalents from the cell. To test this hypothesis, we stably transfected lowly-glycolytic MCF-7, U2-OS, and glycolytic HEK293 cells to express proton exporting systems: either PMA1 (yeast H+-ATPase) or CAIX (carbonic anhydrase 9). The expression of either exporter in vitro enhanced aerobic glycolysis as measured by glucose consumption, lactate production, and extracellular acidification rate. This resulted in an increased intracellular pH, and metabolomic analyses indicated that this was associated with an increased flux of all glycolytic enzymes upstream of pyruvate kinase. These cells also demonstrated increased migratory and invasive phenotypes in vitro, and these were recapitulated in vivo by more aggressive behavior, whereby the acid-producing cells formed higher grade tumors with higher rates of metastases. Neutralizing tumor acidity with oral buffers reduced the metastatic burden. Therefore, cancer cells with increased H+ export increase intracellular alkalization, even without oncogenic driver mutations, and this is sufficient to alter cancer metabolism towards a Warburg phenotype.


2019 ◽  
Vol 21 (Supplement_6) ◽  
pp. vi34-vi34
Author(s):  
Georgios Batsios ◽  
Pavithra Viswanath ◽  
Peng Cao ◽  
Celine Taglang ◽  
Elavarasan Subramani ◽  
...  

Abstract The pentose phosphate pathway (PPP) generates NADPH and ribose 5-phosphate, which are involved in the scavenging of reactive oxygen species and the synthesis of nucleotides. As such, the PPP is typically upregulated in cancer cells to address the metabolic needs of rapid cell proliferation. Imaging PPP upregulation could therefore be useful in tumor assessment. One intermediate of the pathway is 6-phospho-δ-gluconolactone (6P-δ-GL), which is produced by phosphorylation of δ-gluconolactone. 6P-δ-GL is further metabolized to 6-phospho-gluconate (6PG). The goal of our study was to evaluate, for the first time, whether hyperpolarized (HP) δ-[1-13C]gluconolactone can be used to assess PPP flux and detect the presence of tumor in an orthotopic glioma rat model. Athymic nude rats bearing orthotropic U87 tumors or age-matched tumor-free controls were investigated. HP studies were performed following intravenous injection of HP δ-[1-13C]gluconolactone and metabolic images using a flyback spectral-spatial echo-planar spectroscopic imaging pulse were acquired. The data were processed using in-house Matlab code. 6P-δ-GL and 6-phospho-γ-[1-13C]gluconolactone were observed in all rats ~10 seconds after HP δ-[1-13C]gluconolactone injection, followed ~5 seconds later by production of 6PG observed at 179.3ppm. These data indicate that HP δ-[1-13C]gluconolactone likely crosses the blood-brain barrier, consistent with its transport via glucose transporters, and is rapidly metabolized. Importantly, 6PG was significantly higher in tumor voxels. The ratio of 6PG-to-6P-δ-GL was comparable in normal brain and in normal-appearing contralateral brain of tumor-bearing rats at 0.43±0.09 and 0.45±0.06 respectively (p=0.85), but significant higher in the tumor regions at 0.70±0.11 (p=0.04 and p=0.02 respectively), consistent with the elevated PPP flux that typically occurs in tumor cells. Our results indicate, to our knowledge for the first time, that metabolism of HP δ-[1-13C]gluconolactone can be assessed in the brain and that elevated 6PG production in glioma provides a potential metabolic imaging approach to probe tumor development, recurrence and response to therapy.


2021 ◽  
Vol 11 ◽  
Author(s):  
Linling Zhang ◽  
Jingjing Ke ◽  
Shengping Min ◽  
Nan Wu ◽  
Fei Liu ◽  
...  

BackgroundTumor cells initiate hypoxia-induced mechanisms to fuel cell proliferation, invasion, and metastasis, largely mediated by low O2-responsive Hypoxia-Inducible Factor 1 Alpha (HIF-1α). Therefore, hyperbaric oxygen therapy (HBO) is now being studied in cancer patients, but its impact upon non-small-cell lung cancer (NSCLC) cell metabolism remains uncharacterized.MethodsWe employed the NSCLC cell lines A549 and H1299 for in vitro studies. Glucose uptake, pyruvate, lactate, and adenosine triphosphate (ATP) assays were used to assess aerobic glycolysis (Warburg effect). A quantitative glycolytic flux model was used to analyze the flux contributions of HIF-1α-induced glucose metabolism genes. We used a Lewis lung carcinoma (LLC) murine model to measure lung tumorigenesis in C57BL/6J mice.ResultsHBO suppressed hypoxia-induced HIF-1α expression and downstream HIF-1α signaling in NSCLC cells. One HIF-1α-induced glucose metabolism gene—Phosphofructokinase, Platelet (PFKP)—most profoundly enhanced glycolytic flux under both low- and high-glucose conditions. HBO suppressed hypoxia-induced PFKP transactivation and gene expression via HIF-1α downregulation. HBO’s suppression of the Warburg effect, suppression of hyperproliferation, and suppression of epithelial-to-mesenchymal transition (EMT) in hypoxic NSCLC cell lines is mediated by the HIF-1α/PFKP axis. In vivo, HBO therapy inhibited murine LLC lung tumor growth in a Pfkp-dependent manner.ConclusionsHBO’s repression of the Warburg effect, repression of hyperproliferation, and repression of EMT in hypoxic NSCLC cells is dependent upon HIF-1α downregulation. HIF-1α’s target gene PFKP functions as a central mediator of HBO’s effects in hypoxic NSCLC cells and may represent a metabolic vulnerability in NSCLC tumors.


Author(s):  
Cheng-Wei Wang ◽  
Arunima Purkayastha ◽  
Kevin T Jones ◽  
Shivani K Thaker ◽  
Utpal Banerjee

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