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      Hyperpolarized 13C MR imaging detects no lactate production in mutant IDH1 gliomas: Implications for diagnosis and response monitoring

      research-article
      a , a , a , a , a , b , b , b , b , a , c , *
      NeuroImage : Clinical
      Elsevier
      Glioma, Isocitrate dehydrogenase 1 (IDH1) mutation, Metabolic reprogramming, Hyperpolarized 13C Magnetic Resonance Spectroscopy (MRS), 2-HG, 2-hydroxyglutarate, α-KG, α-ketoglutarate, AIF, arterial input function, AUC, area under the curve, DNP, dynamic nuclear polarization, DNP-MR, dynamic nuclear polarization magnetic resonance, EGF, epidermal growth factor, EGFR, epidermal growth factor receptor, FA, flip angle, FGF, fibroblast growth factor, FOV, field of view, FLAIR, fluid attenuated inversion recovery, GBM, glioblastoma, IDH1, isocitrate dehydrogenase 1, LDHA, lactate dehydrogenase A, MCT1, monocarboxylate transporter 1, MCT4, monocarboxylate transporter 4, MR, magnetic resonance, MRI, magnetic resonance imaging, MRS, magnetic resonance spectroscopy, MRS, magnetic resonance spectroscopic imaging, mTOR, mammalian target of rapamycin, NA, number of averages, NT, number of transients, PBS, phosphate-buffer saline, PDGF, platelet-derived growth factor, PET, positron emission tomography, PI3K, phosphoinositide 3-kinase, PTEN, phosphatase and tensin homolog, RB1, retinoblastoma protein 1, SLC16A1, solute carrier family 16 member 1, SLC16A3, solute carrier family 16 member 3, SNR, signal-to-noise ratio, SW, spectral width, Tacq, acquisition time, TCGA, The Cancer Genome Atlas, TE, echo time, TMZ, temozolomide, TP53, tumor protein p53, TR, repetition time, VOI, voxel of interest

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          Abstract

          Metabolic imaging of brain tumors using 13C Magnetic Resonance Spectroscopy (MRS) of hyperpolarized [1- 13C] pyruvate is a promising neuroimaging strategy which, after a decade of preclinical success in glioblastoma (GBM) models, is now entering clinical trials in multiple centers. Typically, the presence of GBM has been associated with elevated hyperpolarized [1- 13C] lactate produced from [1- 13C] pyruvate, and response to therapy has been associated with a drop in hyperpolarized [1- 13C] lactate. However, to date, lower grade gliomas had not been investigated using this approach. The most prevalent mutation in lower grade gliomas is the isocitrate dehydrogenase 1 (IDH1) mutation, which, in addition to initiating tumor development, also induces metabolic reprogramming. In particular, mutant IDH1 gliomas are associated with low levels of lactate dehydrogenase A (LDHA) and monocarboxylate transporters 1 and 4 (MCT1, MCT4), three proteins involved in pyruvate metabolism to lactate. We therefore investigated the potential of 13C MRS of hyperpolarized [1- 13C] pyruvate for detection of mutant IDH1 gliomas and for monitoring of their therapeutic response. We studied patient-derived mutant IDH1 glioma cells that underexpress LDHA, MCT1 and MCT4, and wild-type IDH1 GBM cells that express high levels of these proteins. Mutant IDH1 cells and tumors produced significantly less hyperpolarized [1- 13C] lactate compared to GBM, consistent with their metabolic reprogramming. Furthermore, hyperpolarized [1- 13C] lactate production was not affected by chemotherapeutic treatment with temozolomide (TMZ) in mutant IDH1 tumors, in contrast to previous reports in GBM. Our results demonstrate the unusual metabolic imaging profile of mutant IDH1 gliomas, which, when combined with other clinically available imaging methods, could be used to detect the presence of the IDH1 mutation in vivo.

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          Highlights

          • Metabolic imaging of mutant IDH1 gliomas using hyperpolarized 13C MRS is described.

          • In contrast to GBM, mutant IDH1 gliomas produce no hyperpolarized [1- 13C] lactate.

          • Hyperpolarized [1- 13C] lactate is not reduced by treatment in mutant IDH1 tumors.

          • Mutant IDH1 gliomas present an unusual metabolic imaging profile.

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          Most cited references57

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          On the origin of cancer cells.

          O WARBURG (1956)
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            Increase in signal-to-noise ratio of > 10,000 times in liquid-state NMR.

            A method for obtaining strongly polarized nuclear spins in solution has been developed. The method uses low temperature, high magnetic field, and dynamic nuclear polarization (DNP) to strongly polarize nuclear spins in the solid state. The solid sample is subsequently dissolved rapidly in a suitable solvent to create a solution of molecules with hyperpolarized nuclear spins. The polarization is performed in a DNP polarizer, consisting of a super-conducting magnet (3.35 T) and a liquid-helium cooled sample space. The sample is irradiated with microwaves at approximately 94 GHz. Subsequent to polarization, the sample is dissolved by an injection system inside the DNP magnet. The dissolution process effectively preserves the nuclear polarization. The resulting hyperpolarized liquid sample can be transferred to a high-resolution NMR spectrometer, where an enhanced NMR signal can be acquired, or it may be used as an agent for in vivo imaging or spectroscopy. In this article we describe the use of the method on aqueous solutions of [13C]urea. Polarizations of 37% for 13C and 7.8% for 15N, respectively, were obtained after the dissolution. These polarizations correspond to an enhancement of 44,400 for 13C and 23,500 for 15N, respectively, compared with thermal equilibrium at 9.4 T and room temperature. The method can be used generally for signal enhancement and reduction of measurement time in liquid-state NMR and opens up for a variety of in vitro and in vivo applications of DNP-enhanced NMR.
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              The monocarboxylate transporter family--Structure and functional characterization.

              Monocarboxylate transporters (MCTs) catalyze the proton-linked transport of monocarboxylates such as L-lactate, pyruvate, and the ketone bodies across the plasma membrane. There are four isoforms, MCTs 1-4, which are known to perform this function in mammals, each with distinct substrate and inhibitor affinities. They are part of the larger SLC16 family of solute carriers, also known as the MCT family, which has 14 members in total, all sharing conserved sequence motifs. The family includes a high-affinity thyroid hormone transporter (MCT8), an aromatic amino acid transporter (T-type amino acid transporter 1/MCT10), and eight orphan members yet to be characterized. MCTs were predicted to have 12 transmembrane helices (TMs) with intracellular C- and N-termini and a large intracellular loop between TMs 6 and 7, and this was confirmed by labeling studies and proteolytic digestion. Site-directed mutagenesis has identified key residues required for catalysis and inhibitor binding and enabled the development of a molecular model of MCT1 in both inward and outward facing conformations. This suggests a likely mechanism for the translocation cycle. Although MCT family members are not themselves glycosylated, MCTs1-4 require association with a glycosylated ancillary protein, either basigin or embigin, for their correct translocation to the plasma membrane. These ancillary proteins have a single transmembrane domain and two to three extracellular immunoglobulin domains. They must remain closely associated with MCTs1-4 to maintain transporter activity. MCT1, MCT3, and MCT4 bind preferentially to basigin and MCT2 to embigin. The choice of binding partner does not affect substrate specificity or kinetics but can influence inhibitor specificity. Copyright © 2011 Wiley Periodicals, Inc.
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                Author and article information

                Contributors
                Journal
                Neuroimage Clin
                Neuroimage Clin
                NeuroImage : Clinical
                Elsevier
                2213-1582
                23 June 2016
                2016
                23 June 2016
                : 12
                : 180-189
                Affiliations
                [a ]Department of Radiology and Biomedical Imaging, Mission Bay Campus, 1700 4th Street, Byers Hall, University of California, 94158 San Francisco, CA, United States
                [b ]Department of Clinical Neurosciences, Foothills Hospital, 1403 29 St NW, Calgary, AB T2N 2T9, Canada
                [c ]Brain Tumor Research Center, Helen Diller Family Cancer Research Building, 1450 3rd Street, University of California, 94158 San Francisco, CA, United States
                Author notes
                [* ]Corresponding author at: 1700 4th Street, Box 2532, Byers Hall 3rd Floor, Suite 303, University of California, San Francisco 94143, CA, United States.University of California1700 4th StreetBox 2532Byers Hall 3rd FloorSuite 303San FranciscoCA94143United States sabrina.ronen@ 123456ucsf.edu
                Article
                S2213-1582(16)30116-4
                10.1016/j.nicl.2016.06.018
                4939422
                27437179
                514b5628-d42d-420e-a196-84e79b386b62
                © 2016 The Authors

                This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).

                History
                : 26 May 2016
                : 21 June 2016
                : 22 June 2016
                Categories
                Regular Article

                glioma,isocitrate dehydrogenase 1 (idh1) mutation,metabolic reprogramming,hyperpolarized 13c magnetic resonance spectroscopy (mrs),2-hg, 2-hydroxyglutarate,α-kg, α-ketoglutarate,aif, arterial input function,auc, area under the curve,dnp, dynamic nuclear polarization,dnp-mr, dynamic nuclear polarization magnetic resonance,egf, epidermal growth factor,egfr, epidermal growth factor receptor,fa, flip angle,fgf, fibroblast growth factor,fov, field of view,flair, fluid attenuated inversion recovery,gbm, glioblastoma,idh1, isocitrate dehydrogenase 1,ldha, lactate dehydrogenase a,mct1, monocarboxylate transporter 1,mct4, monocarboxylate transporter 4,mr, magnetic resonance,mri, magnetic resonance imaging,mrs, magnetic resonance spectroscopy,mrs, magnetic resonance spectroscopic imaging,mtor, mammalian target of rapamycin,na, number of averages,nt, number of transients,pbs, phosphate-buffer saline,pdgf, platelet-derived growth factor,pet, positron emission tomography,pi3k, phosphoinositide 3-kinase,pten, phosphatase and tensin homolog,rb1, retinoblastoma protein 1,slc16a1, solute carrier family 16 member 1,slc16a3, solute carrier family 16 member 3,snr, signal-to-noise ratio,sw, spectral width,tacq, acquisition time,tcga, the cancer genome atlas,te, echo time,tmz, temozolomide,tp53, tumor protein p53,tr, repetition time,voi, voxel of interest

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