Abstract
Simple Summary
Somatic mutations in isocitrate dehydrogenase give rise to the excessive production and accumulation of D-2-hydroxyglutarate in certain malignancies. In addition to this well-described oncometabolite, we discovered a chemically related metabolite, namely 2-hydroxyglutarate-γ-lactone, which is derived directly from 2-hydroxyglutarate. This novel metabolite may impact the anti-tumor immune response.
Abstract
In recent years, onco-metabolites like D-2-hydroxyglutarate, which is produced in isocitrate dehydrogenase-mutated tumors, have gained increasing interest. Here, we report a metabolite in human specimens that is closely related to 2-hydroxyglutarate: the intramolecular ester of 2-hydroxyglutarate, 2-hydroxyglutarate-γ-lactone. Using 13C5-L-glutamine tracer analysis, we showed that 2-hydroxyglutarate is the endogenous precursor of 2-hydroxyglutarate-lactone and that there is a high exchange between these two metabolites. Lactone formation does not depend on mutated isocitrate dehydrogenase, but its formation is most probably linked to transport processes across the cell membrane and favored at low environmental pH. Furthermore, human macrophages showed not only striking differences in uptake of 2-hydroxyglutarate and its lactone but also in the enantiospecific hydrolysis of the latter. Consequently, 2-hydroxyglutarate-lactone may play a critical role in the modulation of the tumor microenvironment.
Keywords: D-2-hydroxyglutarate, IDH1/2 mutation, lactonization, acute myeloid leukemia
1. Introduction
The deregulation of cellular energetics and metabolism is an important hallmark of cancer. The well-recognized “Warburg effect”, which describes the increased conversion of glucose to lactate in cancer cells (even in the presence of oxygen), was discovered many decades ago [1,2]. In recent years, several mutations that affect cellular metabolism were identified including the TCA cycle [3,4] and, in particular, the function of isocitrate dehydrogenase (IDH) [5,6]. IDH is a homodimeric enzyme with three different isoforms with distinct subcellular compartmentalization. IDH1, the cytosolic isoform, and IDH2, the mitochondrial isoform, are both NADP+-dependent, whereas mitochondrial IDH3 is NAD+-dependent and a core component of the TCA cycle. All isoforms catalyze the reversible oxidative decarboxylation of isocitrate to α-ketoglutarate [7]. For IDH1 and IDH2, single base substitutions have been identified that result in a neo-enzymatic activity, i.e., the production of D-2-hydroxyglutarate (D-2-HG) from α-ketoglutarate [8]. Heterozygous IDH1/2 mutations have been predominantly detected in gliomas, with an accumulation of D-2-HG in tumor tissue [9], and in acute myeloid leukemia (AML), with high serum levels of D-2-HG [10,11]. 2-HG production by mutated IDH1/2 is enantio-specific, with only the D-enantiomer being formed [8,10]. D-2-HG may contribute to tumorigenesis via different mechanisms. Due to its structural similarity to α-ketoglutarate, it exerts inhibitory effects on α-ketoglutarate-dependent enzymes [12,13,14]. The role of D-2-HG in prolyl hydroxylase (PHD) inhibition and, therefore, in HIF1α stabilization is still debated [12,14,15]. Furthermore, 2-HG is also taken up by cells in the microenvironment of IDH1/2-mutated tumor cells, e.g., immune [16,17,18] and stromal cells [19]. There, it triggers specific responses and finetunes the tumor environment. In addition, Chaturvedi et al. found that D-2-HG alone was not sufficient to induce transformation and leukemogenesis. It needed a collaborating oncogene (e.g., HoxA9) when administered to mice [20]. Similarly, mice transplanted with HoxA9+IDH1mut-expressing bone marrow cells had a significantly lower survival compared to HoxA9 mice (wild-type (WT)-IDH1/2) injected with an oncogenic dose of D-2-HG. These data suggest that additional mechanisms to D-2-HG production play a role in the contribution of mutIDH1 to leukemia development.
Recently, Strain et al. observed non-negligible amounts of R-2-HG-lactone (IUPAC: R-5-Oxo-2-tetrahydro-furancarboxylic acid), the intramolecular ester of R-2-HG (=D-2-HG), in urine specimens from IDH1/2-mutated brain tumor patients after the derivatization of 2-HG with (trimethylsilyl)diazomethane for enantioselective GC–MS analysis [21]. Here, we confirmed the endogenous occurrence of 2-HG-lactone in various biological specimens in the presence of IDH1/2 mutations and investigated possible mechanisms for its formation. Furthermore, we describe important differences in cellular uptake between 2-HG and its lactone.
2. Materials and Methods
2.1. Materials and Standards
D- and L-2-hydroxyglutaric acid, R- and S-5-oxotetrahydro-2-furancarboxylic acid, pyridine, methyl chloroformate (MCF), and O-methylhydroxylamine hydrochloride were obtained from Sigma-Aldrich (Taufkirchen, Germany). N-methyl-N-(trimethylsilyl)-trifluoroacetamide (MSTFA) was purchased from Macherey-Nagel (Dueren, Germany). (2R)-2-hydroxyglutaric acid octyl ester sodium salt was bought from Toronto Research Chemicals (Toronto, ON, Canada), 13C5-L-glutamine was bought from CIL (Andover, MA, USA), and 2,3,3-D3-2HG was bought from C/D/N Isotopes Inc. (Pointe-Claire, QC, Canada). In all experiments, purified water from a PURELAB Plus system (ELGA LabWater, Celle, Germany) was used.
Deuterated 2-HG (510 µL of 1 mM 2,3,3-D3-2HG) was treated with HCl (120 µL of 4.5 N) at 100 °C for 30 min to form 2-HG-lactone-D3. This solution was evaporated to complete dryness and re-dissolved in water to yield a final concentration of 100 μM 2-HG-D3 and 2-HG-lactone-D3 (in sum) that was used as stable isotope-labeled standard.
2.2. Cell Culture Experiments and Sample Preparation
HT1080 (fibrosarcoma; ATCC-CCL-121) cells were cultured in DMEM supplemented with 10% fetal calf serum (FCS; Biochrom AG, Berlin, Germany), 1% penicillin–streptomycin (P/S; PAA; Pasching, Austria), and L-glutamine (PAN; 2 mM). HCT116 (colorectal carcinoma; HD 104-013, HD 104-019, and HD 104-020, Horizon Discovery, Waterbeach, UK) were cultured in RPMI (1640, PAN, Aidenbach, Germany) supplemented with 10 % FCS, 1% penicillin–streptomycin (P/S), and 2 mM L-glutamine. Mycoplasma contamination of cell lines was ruled out by regular tests.
For treatment experiments, cells were seeded into 6-well plates (Greiner Bio-One, Frickenhausen, Germany) at an equal cell density and kept under standard conditions overnight. Then, the supernatant was replaced with the respective medium containing, e.g., (2R)-2-hydroxyglutaric acid octyl ester sodium salt (Octyl-D-2-HG) at a concentration of 100 µM. Tracing experiments with 13C5-L-glutamine were performed with RPMI (+10% FCS and 1% P/S) without L-glutamine but supplemented with 2 mM 13C5-L-glutamine, and cells were incubated with the labeled substrate for 48 h.
For metabolite extraction, 50 µL of cell culture supernatant or serum were mixed first with 10 µL of a stable isotope-labeled internal standard solution and then with 200 µL of 100% methanol for protein precipitation.
For the determination of intracellular metabolite levels, adherent cells were washed twice with PBS, and then 10 µL of stable isotope-labeled standard (100 µM 2-HG/-lactone-D3) were added and the cells were scraped in 600 µL of 80% cold methanol. Culture wells were washed with another 400 µL of 80% methanol, and the wash was combined with the respective cell extract. Suspension cells were pelleted by centrifugation (150× g for 5 min) and thoroughly washed three times with 1 mL of PBS before the addition of internal standard and 600 µL 80% cold methanol.
All methanol-treated samples were stored at −80 °C overnight. For complete extraction, samples were centrifuged at 9560× g for 5 min at 4 °C, and supernatants were collected. The protein precipitates were washed twice with 100 µL of 80% methanol, and supernatants were combined in a glass vial. Samples were dried using an infrared vortex vacuum evaporator (CombiDancer, Hettich AG, Baech, Switzerland) and reconstituted in 50 µL of H2O. For tracing samples, the addition of the internal standard was omitted.
2.3. Human Primary Cells and Specimens
Peripheral blood mononuclear cells (PBMCs) were obtained from healthy donors by leukapheresis upon approval by the ethics committee of the University Hospital Regensburg (Ethic Vote July 2010 #09/066b and #09/066c). Monocytes were isolated from PBMCs by density gradient centrifugation over Ficoll/Hypaque followed by counterflow centrifugation elutriation. Monocytes were cultured on Teflon foils at a concentration of 1 × 106 cells/1 mL in RPMI 1640 (Gibco, Waltham, MA, USA) for seven days to generate macrophages. The medium was supplemented with 2% pooled human serum, 2 mM L-glutamine (Biochrom, Berlin, Germany), 50 U/mL penicillin (Gibco, Waltham, MA, USA), and 50 U/mL of streptomycin (Gibco). For treatment experiments, macrophages were seeded at a concentration of 2 × 106 cells per well in a 6-well plate in RPMI supplemented with 2% AB serum, 2 mM L-glutamine, and 50 U/mL penicillin/streptomycin and spiked with 1 mM D-2-HG or D-2-HG-lactone before being incubated for 24 h.
Serum specimens were collected at the Department of Internal Medicine III at the University Hospital Regensburg (Ethic Vote 05-097) and at the Hannover Medical School (Ethic Vote 936-2011). Serum was stored at −80 °C until a 50 µL-aliquot was extracted, as described above. AML blasts were isolated by standard Ficoll density separation from the peripheral blood or bone marrow of AML patients (Ethic Vote 05-097).
Frozen biopsies of human glioblastoma with known IDH1/2 mutational status were provided by the Department of Neurosurgery at the University Hospital Regensburg (Ethic Vote 10-248-0219). The frozen tissues were immediately immersed into liquid nitrogen and stored at −80 °C until sample preparation. For tissue homogenization, between 30 and 150 mg of frozen tissue were transferred to Precellys 2-mL cups (pre-filled with 1.4 mm ceramic beads from Bertin Technologies, Montigny-le-Bretonneux, France), then 40 μL of an internal standard (20 μL for sample sizes < 50 mg) were added followed by 1000 μL of 80% ice-cold methanol and two cycles of homogenization using a Precellys homogenizer (Peqlab Biotechnologie GmbH, Erlangen, Germany). Further metabolite extraction followed the procedure described for cells, but different solvent volumes were used (tissue homogenates were washed twice with 500 μL of 80% methanol), and an additional wash with 600 μL of H2O was performed. The protein precipitate was not used for analysis. After the evaporation of the combined extract, samples were reconstituted in 200 μL of H2O (100 μL for sample sizes < 50 mg) prior to HPLC–MS/MS measurements. Metabolite concentrations in tissue extracts were normalized to tissue weight.
2.4. 2-HG and -Lactone Analysis by HPLC–MS/MS
HPLC–MS/MS analysis was performed as recently described [22,23] using an Agilent 1200 HPLC (Boeblingen, Germany) coupled to an API 4000 QTRAP (AB SCIEX, Darmstadt, Germany). A Discovery HS F5-3 HPLC column (15 cm × 2.1 mm, 3 µm; Supelco, Bellefonte, PA, USA) was used. Gradient elution was performed with mobile phase A consisting of 0.1% formic acid (FA) in water (v/v) and 100% acetonitrile (ACN) as mobile phase B. The gradient for chromatographic separation started with 0% B (200 μL/min), increased to 100% B from 6.50 min to 8 min at 350 μL/min, and stayed at 100% B for 2 min, followed by a reconditioning of the column at the starting condition for 8 min. Detection was carried out in negative ionization MRM (multiple reaction monitoring) mode using the following ion transitions: m/z 147.1 [M − H]− to m/z 84.8 for 2-HG, m/z 150.1 [M − H]- to m/z 87.8 for 2-HG-D3, m/z 128.8 [M − H]− to m/z 100.8 for 2-HG-lactone, and m/z 131.8 [M-H]− to m/z 87.9 for 2-HG-lactone-D3. Metabolite quantification was achieved using a calibration curve with the areas of target compounds normalized by the areas of the corresponding stable isotope-labeled standards. Metabolite concentrations were normalized to total protein amount, or tissue weight.
For isotope tracing, transitions for all isotopologues were set up (e.g., 2-HG (M + 0) 147.1 m/z → 84.8 m/z, 2-HG (M + 1.1) 148.1 m/z → 85.8 m/z, and 2-HG (M + 1.0) 148.1 m/z → 84.8 m/z). Peak areas of all isotopologues were corrected for the natural abundance of stable isotopes and impurities of the tracer using the R-package IsoCorrectoR [24].
2.5. Chiral GC–MS Analysis
The dried serum extract (see above) was reconstituted in 100 µL of water and subjected to derivatization with MCF/methanol as previously described [25]. Derivatives were extracted with chloroform, and a 1 µL aliquot was injected into the GC-TOFMS. A 450-GC (Bruker Daltonics GmbH, Bremen, Germany) equipped with a PAL COMBI-xt autosampler (CTC Analytics, Zwingen, Switzerland) was coupled to a microTOF orthogonal acceleration TOF mass spectrometer (Bruker Daltonics) via an APCI II source [26,27,28] using the following conditions: capillary voltage: −3000 V; end plate offset: −500 V; corona discharge needle,:+4000 nA; sheath gas: nitrogen at 2.5 bar; dry gas: nitrogen; temperature: 150 °C; flow: 2.0 mL/min. Separation was performed on an Rt-γDEXsa (30 m × 0.25 mm ID × 0.25 µm film thickness) column using helium as carrier gas with a flow rate of 2 mL/min. A sample volume of 1 µL was injected splitless at an injection temperature of 250 °C. The temperature program started at 70 °C, followed by a hold for 1 min; then, temperature was ramped at 5 K/min to 190 °C and finally held for 7 min.
2.6. Measurement of Protein
The protein content of cell pellets was determined using the FluoroProfile® Protein Quantification Kit (Sigma Aldrich), which included a bovine serum albumin standard for preparing a standard curve. Later, the dye was replaced with the fluorescent dye SERVA Purple (Serva, Heidelberg, Germany), and the assay buffer was prepared from water, dye, and a buffer (25% acetonitrile, 3% SDS, and 200 mM sodium bicarbonate in water) (8:1:1). Cell pellets were lysed in a 20 mM NaH2PO4 buffer containing 1.2% SDS. The assay was performed in black 96-well plates (Greiner Bio-One). Samples were diluted with water, mixed with the assay buffer, and incubated for 1.5 h. Fluorometric analysis was performed at an excitation wavelength of 485 nm and an emission wavelength of 600 nm.
2.7. NMR
2.7.1. Sample Preparation for NMR Analysis
As the presence of macromolecules gives rise to broad background signals that hinder the analysis of metabolite signals, serum specimens were filtered prior to analysis. To this end, serum samples were thawed, thoroughly shaken, and ultra-filtered employing Nanosep centrifugal devices (Pall Corporation, Port Washington, NY, USA) with a three kDa molecular weight cutoff.
Then, 400 μL of the filtrate or aqueous standard were transferred into a 5 mm NMR tube (Bruker BioSpin GmbH, Rheinstetten, Germany), followed by the addition of 200 μL of a potassium phosphate buffer at pH 7.4 and 50 μL of 0.75% (w) 3-trimethylsilyl-2,2,3,3-tetradeuteropropionate (TSP) dissolved in deuterium oxide as an internal standard.
2.7.2. NMR Measurements
Following established protocols [29], 1D 1H and 2D 1H-13C TOCSY spectra were acquired on a 600 MHz Bruker Avance III (Bruker) employing a triple resonance (1H, 13C, 15N, and 2H lock) cryogenic probe equipped with z-gradients and an automatic, cooled sample changer. By employing TopSpin 3.1 (Bruker BioSpin GmbH, Rheinstetten, Germany), spectra were semi-automatically Fourier-transformed and phase-corrected, followed by polynomial baseline correction.
2.7.3. Analysis of NMR Data
Amix viewer V3.9.13 (Bruker BioSpin) was used for the manual inspection of spectra. Signals in the spectra of pure reference compounds were assigned by employing predicted 1H chemical shifts and signal intensities obtained by ChemDraw (PerkinElmer, Waltham, MA, USA). In serum spectra, 2-HG and its lactone were identified by overlay with the previously assigned reference spectra. The phosphate buffer used in both reference and serum spectra ensured that no pH-dependent signal shifts occurred. Furthermore, as filtered serum was used, no shifts in the position of the TSP reference signal due to protein binding occurred.
2.8. Data Analysis and Statistics
HPLC–MS/MS data were analyzed using Analyst (version 1.6.2, AB Sciex), GC–MS data using MassHunter Workstation Software (version B.07.01, Agilent) and MassLynx 4.1 (Waters Inc., Milford, MA, USA). Further data analysis was performed using MS Excel (two-tailed t-test) and R (version 1.2.5003, ANOVA and post-hoc tests). Molecular structures were drawn using ChemDraw (PerkinElmer).
3. Results and Discussion
3.1. 2-HG-Lactone Is a Novel Endogenous Metabolite
We implemented a GC–MS method for the chiral analysis of 2-HG after derivatization with MCF/methanol (Figure 1). In addition to the expected signals for the D and L derivative of 2-HG (2-((O-methoxycarbonyl)oxy)glutaric acid dimethyl ester), we detected two signals that were identified as methyl esters of the D/L-2-hydroxyglutaric acid lactone.
Lactone formation during the derivatization of 2-HG has already been described by others as a side-product of the derivatization reaction or due to the acidification of the sample [21,30,31]. We observed a stable ratio of 4:1 (lactone/2-HG) of the two derivatives when standard solutions were analyzed. Contrarily, in some serum samples of patients with a IDH1/2 mutation, the intensity of the D-2-HG-lactone derivative was increased in comparison to the D-2-HG derivative (Figure 2), while both L-enantiomers were hardly observable. Hence, we hypothesized that the D-2-HG-lactone is also an endogenous metabolite. To analyze this metabolite further, we used an HPLC–MS/MS method that was previously implemented for the achiral analysis of 2-HG. Gentle sample preparation using methanol precipitation and no derivatization should have prevented lactonization. Accordingly, we were able to detect two peaks for 2-HG and 2-HG-lactone. The difference in mass between the two compounds is equal to a water molecule (18 Dalton), as water loss is a common phenomenon during electrospray ionization. Therefore, the unambiguous differentiation of the two compounds based solely on their mass was not feasible. Since the two metabolites were chromatographically separated, we could corroborate 2-HG-lactone as an endogenous metabolite (Figure 3).
NMR analysis confirmed the finding of D-2-HG-lactone as an endogenous metabolite in serum samples from AML patients with elevated D-2-HG levels as a consequence of an IDH1/2 mutation (Figure 4).
The two metabolites were further quantified by HPLC–MS/MS in AML serum samples collected at two different clinical sites. 2-HG and 2-HG-lactone were present at varying ratios (up to three-fold 2-HG-lactone; Figure 5A), but 2-HG-lactone was never found alone. Further, the serum levels of 2-HG-lactone reflected tumor load, as already reported for D-2-HG [32,33,34], over the course of treatment (Figure 5B).
In addition to AML serum, we also analyzed glioblastoma tissue samples with and without IDH1/2 mutation. The lactone was detected in the samples of patients with IDH1/2 mutation, but the average level of 2-HG-lactone relative to 2-HG was much lower with ~2% of sum of 2-HG and 2-HG-lactone; Figure 5C. The same was true for AML blasts isolated from either bone marrow or peripheral blood from an IDH2-R140Q-mutated AML patient (n = 1, preliminary results; data not shown). Though 2-HG-lactone was detected in the serum of the patient, levels in the blasts were low (0.1–0.2% of sum of 2-HG and 2-HG-lactone). Table S1 summarizes the findings in human specimen.
We hypothesized that 2-HG-lactone is directly formed from 2-HG by either enzymatic or spontaneous intramolecular esterification. To date, in humans, only enzymes that hydrolyze lactones, such as 6-phosphogluconolactonase (which catalyzes the second step of the pentose phosphate pathway [35]), are known. However, for other organisms, enzymes catalyzing a lactonization reaction have been described. One prominent example is the gluconolactonase (SMP30, regucalcin) involved in the synthesis of vitamin C in mice [36]. For Burkholderia sp. R-711, a lactonase that acts on D-2-HG-lactone, has been described, but no lactone formation has been detected [37].
To test whether the lactone is formed by mutant IDH1/2, we incubated recombinant IDH1-R132H, IDH2-R172K, and WT-IDH1 enzymes in vitro (see Table S2 for experimental details) with α-ketoglutarate, and assay aliquots were analyzed by HPLC–MS/MS. While 2-HG was produced, the lactone was not identified (Figure S1). We further investigated whether hepatic metabolism was involved in lactone formation by incubating microsomes (human microsomes and S9-fraction; Life Technologies) and primary hepatocytes with 2-HG, but no 2-HG-lactone production was observed (experimental details see Table S2). Furthermore, the incubation of 2-HG in serum from healthy donors and an IDH-mutated AML patient did not result in 2-HG-lactone production (data not shown).
We also tested cell lines carrying an IDH1/2 mutation for lactone production. HT1080, a fibrosarcoma cell line carrying an IDH1-R132C mutation, showed elevated 2-HG levels but no 2-HG-lactone production. Additionally, we used an HCT116 cell panel consisting of the parental line with WT-IDH1/2 and three cell lines with different IDH1/2 mutations (IDH1-R132H, IDH2-R172K, and IDH2-R140Q). Interestingly, the mutIDH1/2 HCT116 cell lines produced not only 2-HG but also 2-HG-lactone (Figure S2).
3.2. 2-HG-Lactone Is Formed from 2-HG
In the following sections, we describe different cell culture experiments that were performed to investigate the 2-HG lactonization (summarized in Table S2). To elucidate whether 2-HG was the endogenous precursor of 2-HG-lactone, we incubated the HCT116 cell line panel with U-13C-glutamine for 48 h. The 13C-labeled glutamine was converted to 2-HG via glutamate and α-ketoglutarate (αKG). Figure 6 shows the labeling pattern of 2-HG and 2-HG-lactone obtained from the tracing experiments and a scheme of the expected label distribution when glutamine is metabolized via the TCA cycle.
The isotopologue distributions obtained for 2-HG and 2-HG-lactone were very similar. This indicated a high exchange between the two metabolites (Figure 6A,B). The most abundant isotopologue next to the unlabeled (M + 0) was the (M + 5) isotopologue, which is directly formed from 13C5-glutamine without αKG being fed into the TCA cycle. In conclusion, these experiments provided evidence that 2-HG-lactone is indeed directly formed from 2-HG by intramolecular ester formation.
3.3. Mechanisms for Lactone Formation
To further investigate whether lactone formation is dependent on the mutational status of IDH1/2, parental HCT116 cells were cultured in the presence of (2R)-2-hydroxyglutaric acid octyl ester (octyl-D-2-HG). The octyl ester is a cell-membrane-permeable derivative of 2-HG that results in high intracellular 2-HG levels. Treating parental HCT116 (WT-IDH1/2) cells with 100 µM octyl-D-2-HG resulted in intracellular 2-HG amounts that were comparable to the endogenous levels observed in IDH1-R132H- and IDH2-R172K-mutated HCT1216 cell clones (sees Figure 7A and Figure S2B). Furthermore, we were able to detect 2-HG-lactone in the cell extracts, but, interestingly, most of the lactone was found in the cell culture supernatant (Figure 7). Therefore, we conclude that HCT116 cells can form 2-HG-lactone out of 2-HG as long as sufficient intracellular 2-HG amounts are available. In untreated parental HCT116, only low 2-HG amounts were present, which may not have sufficed to cause 2-HG-lactone formation, or the lactone amounts were too low to be detected above the lower limit of quantification (LLOQ) with the method used for analysis. Note that octyl-D-2-HG itself was not quantified, as measurements were performed in MRM mode, detecting only free 2-HG and 2-HG-lactone.
Octyl-D-2-HG treatment was also performed with nine additional WT-IDH1/2 cell lines of different origins (Figure S3). Interestingly, upon octyl-D-2-HG treatment, all cell lines were capable of 2-HG lactonization, with most of the lactone found extracellularly. However, the detected lactone concentrations (whether intra- or extra-cellularly) varied across cell lines. This might have been caused by varying activities of the cellular esterases responsible for the intracellular hydrolysis of 2-HG-lactone. The observed 2-HG-lactone was probably at least partially formed in the process of octyl-D-2-HG hydrolysis, which might explain why lactone formation was observed in HT1080 cells after octyl-D-2-HG but not without treatment, although high 2-HG levels were endogenously present (Figure 8A,B). We suppose that this could be explained by the fact that during the intracellular ester hydrolysis of the octyl-D-2-HG by intracellular esterases, a negatively charged transition state with the negative charge located at the double-bonded oxygen of the (C1) carboxyl-group is obtained [38]. This negative charge also leads to an increased negative polarization of the neighboring OH group at position (C2), which in turn will favor a nucleophilic attack of this OH group on the opposed carboxylic carbon (C5) and thereby promote the lactonization of 2-HG.
3.4. Lactonization Is Favored under Acidic Conditions
Since acidic conditions are known to catalyze esterification, it is not surprising that the formation of 2-HG-lactone is facilitated at a low pH. Cancer cells are known to produce large amounts of lactic acid, which also causes the pH to drop. However, pH is tightly regulated in vivo. The intracellular pH of cancer cells is maintained within a range between 7.1 and 7.2 [39], and even in cancer patients, blood pH is not significantly different from that of healthy human subjects [40]. Nevertheless, we tested the pH dependency of 2-HG-lactone formation. We incubated 2-HG overnight in an HEPES buffer (20 mM) at 37 °C under different pH conditions and quantified 2-HG-lactone formation. Already at a pH of 7, spontaneous 2-HG-lactone formation could be detected (Figure S4). Lactone formation increased exponentially with a decreasing pH. At a pH of about 5.5, two percent of the 2-HG underwent intramolecular esterification, which was still a fairly low percentage. As the pH in serum or a cell culture medium is controlled by buffer systems, lactone formation should not take place in significant amounts there. AML cells are characterized by a high glycolytic activity [41,42,43], and the pH in the bone marrow of those patients is reduced. For leukemic rats, the bone marrow pH was reported to drop from 6.9 to 6.5 [44]. However, measuring bone marrow pH is not trivial. Assuming that the pH in the environment of AML cells is also lower, it might be possible that 2-HG lactonization takes place in the bone marrow before 2-HG and its lactone are flushed into the peripheral blood. However, the question of how 2-HG lactonization is explained in the IDH1/2-mutated HCT116 cell lines remains. We therefore tried to evaluate the impact of environmental pH on 2-HG lactonization in IDH1/2-mutated cell lines. HCT116 IDH2-R140Q and HT1080 IDH1-R132C cells were cultured at different pH values. To mimic lower pH conditions, we acidified the medium to ~pH 6.5 by adding HCl and then cultured the cells for 6 h. Within this period, the cells were still vital. With HCT116 IDH2-R140Q cells, which already produce 2-HG-lactone under normal conditions, we indeed observed an increase in extracellular 2-HG-lactone concentrations (which might have been a pH stabilizing effect; two-tailed t-test: p = 0.011; Figure 8). However, for HT1080 cells, lactonization could not be initiated by lowering the extracellular pH. Consequently, we assume that pH is not the only factor regulating 2-HG lactonization.
3.5. Highlighting the Difference between 2-HG and 2-HG-Lactone
Though 2-HG and 2-HG-lactone can be converted into each other, it is still important to consider them as two separate metabolites. This becomes evident in human macrophages treated with 1 mM D-2-HG or D-2-HG-lactone. As shown in Figure 9A, the uptake of D-2-HG from the culture medium was low, while D-2-HG-lactone was readily taken up and hydrolyzed inside the cell. Hence, both the lactone and 2-HG were detected in the cell extract. The sum of 2-HG-lactone and hydrolyzed 2-HG obtained after treatment with 1 mM D-2-HG-lactone exceeded the 2-HG level obtained by treatment with D-2-HG by a factor of 20 (Figure 9A).
The difference in the cellular uptake of 2-HG and 2-HG-lactone is most likely the result of their transport by different membrane transporters: 2-HG is transported via OAT1/4 [45] and dicarboxylate transporter 3 (SLC13A3) [46], while 2-HG-lactone is assumed to be transported by MCTs (monocarboxylate transporters). The difference in the uptake of D-2-HG and D-2-HG-lactone could also be observed for other cell lines (see Figure S5). We therefore concluded that intracellular concentrations of D-2-HG-lactone and D-2-HG, e.g., in immune cells in the tumor microenvironment, can drastically vary depending on the concentration of D-2-HG-lactone (Figure 9B,C). D-2-HG is known to affect immune cell metabolism and functional properties such as interleukin secretion [16,17,18,47,48]. Hence, D-2-HG-lactone is also expected to impact the immune response and oncogenesis, which needs to be further investigated. This highlights the importance of considering 2-HG-lactone as an additional factor in processes affected by 2-HG.
In the course of the macrophage experiments, we also found an enantiospecific difference in lactone hydrolysis. We incubated the cells not only with D-2-HG-lactone but also with L-2-HG-lactone. The uptake of D-/L-2-HG-lactone resulted in comparable intracellular levels of the respective enantiomer (Figure 9B,D). However, intracellular 2-HG levels resulting from lactone hydrolysis were considerably higher after treatment with D-2-HG-lactone (Figure 9C,E). This suggests enantiospecific lactone hydrolysis by enzymes that need to be elucidated in future studies.
Concerning the effects evoked by 2-HG-lactone, it is important to elucidate the mechanism of 2-HG-lactone formation. The administration of 2-HG-lactone can be used to investigate its effects. However, caution is advised because the intracellular hydrolysis of 2-HG-lactone hampers the conduction of experiments. To this end, results from 2-HG-lactone treated cells represent a mixture of 2-HG and 2-HG-lactone effects.
4. Conclusions
In this report, we studied the varying ability of cells to catalyze the lactonization of D-2-HG. However, the detailed mechanism of 2-HG-lactonization remains unclear. In general, 2-HG-lactone accumulated extracellularly, e.g., in the cell culture supernatant or sera from AML patients. In contrast, intracellular levels in cell lines, AML blasts, and tumor tissues were low. We showed that even at a neutral pH, small amounts of 2-HG-lactone were spontaneously formed from 2-HG under in vitro conditions, with the equilibrium being on the 2-HG side. Monocarboxylate transporters are likely to transport the formed lactone across the cell membrane to the extracellular space, where it will accumulate, while 2-HG remains in the cell due to a lower export rate. Through this, the intracellular equilibrium is perturbed, leading to the continued formation of 2-HG-lactone. Consequently, transport processes across the cell membrane indirectly lead to 2-HG lactonization.
Further efforts are necessary to unravel the origin and the biological effects of 2-HG-lactone, which is likely to increase our understanding of tumorigenesis in IDH1/2-mutant cancers.
Supplementary Materials
The following are available online at https://www.mdpi.com/article/10.3390/cancers13081756/s1. Supplemental Tables, Table S1. Overview of human specimens used to quantify 2-HG and its lactone, Table S2: Overview of cell lines used in this study, Supplemental Results, Table S3: Experimental details about in vitro lactone formation, Supplemental Figures, Figure S1: Enzyme assay using recombinant WT-IDH1 and mutIDH1/2 and α-ketoglutarate as substrate. Figure S2: Extracellular and intracellular 2-HG and 2-HG-lactone concentrations in the HCT116. Figure S3: 2-HG and 2-HG-lactone levels in the supernatants and cell extracts of octly-2-HG treated cells. Figure S4: Spontaneous, non-enzymatic 2-HG lactonization under acidified conditions. Figure S5: Intracellular concentrations of 2-HG and its lactone in C7H2 and MCF7 cells after treatment with D-2-HG or D-2-HG-lactone.
Author Contributions
Investigation and validation, R.S.B., M.C.W., C.J.W. and W.G.; resources, S.T., H.-H.N., E.B., P.H., M.P., M.H. and A.C.; writing—original draft preparation, R.S.B.; writing—review and editing, W.G., P.J.O. and K.D.; supervision, funding acquisition, K.R.-S., M.K., P.J.O. and K.D. All authors have read and agreed to the published version of the manuscript.
Funding
This research was funded by the Deutsche Forschungsgemeinschaft, DFG KFO262 and the EU, Interreg V BY-CZ118. This work was further supported by the German Research Foundation (DFG) within the funding program Open Access Publishing. Furthermore, we thank Lisa Ellmann for the excellent technical support.
Institutional Review Board Statement
The study was conducted according to the guidelines of the Declaration of Helsinki, and approved by the Ethics Committee of the University Hospital Regensburg (Ethic Vote July 2010 #09/066b and #09/066c; Ethic Vote 10-248-0219; Ethic Vote 05-097) and the Ethics Committee of Hannover Medical School (Ethic Vote No. 936-2011).
Informed Consent Statement
Informed consent was obtained from all subjects involved in the study.
Data Availability Statement
The data presented in this study are available on request.
Conflicts of Interest
The authors declare no conflict of interest.
Footnotes
Publisher’s Note: MDPI stays neutral with regard to jurisdictional claims in published maps and institutional affiliations.
References
- 1.Warburg O. On the origin of cancer cells. Science. 1956;123:309–314. doi: 10.1126/science.123.3191.309. [DOI] [PubMed] [Google Scholar]
- 2.Warburg O., Minami S. Versuche an ueberlebendem Carcinomgewebe. Klin. Wochenschr. 1923;2:776–777. doi: 10.1007/BF01712130. [DOI] [Google Scholar]
- 3.Tomlinson I.P.M., Alam N.A., Rowan A.J., Barclay E., Jaeger E.E.M., Kelsell D., Leigh I., Gorman P., Lamlum H., Rahman S., et al. Germline mutations in FH predispose to dominantly inherited uterine fibroids, skin leiomyomata and papillary renal cell cancer. Nat. Genet. 2002;30:406–410. doi: 10.1038/ng849. [DOI] [PubMed] [Google Scholar]
- 4.Baysal B.E., Ferrell R.E., Willett-Brozick J.E., Lawrence E.C., Myssiorek D., Bosch A., van der Mey A., Taschner P.E., Rubinstein W.S., Myers E.N., et al. Mutations in SDHD, a mitochondrial complex II gene, in hereditary paraganglioma. Science. 2000;287:848–851. doi: 10.1126/science.287.5454.848. [DOI] [PubMed] [Google Scholar]
- 5.Parsons D.W., Jones S., Zhang X., Lin J.C.H., Leary R.J., Angenendt P., Mankoo P., Carter H., Siu I.M., Gallia G.L., et al. An integrated genomic analysis of human glioblastoma multiforme. Science. 2008;321:1807–1812. doi: 10.1126/science.1164382. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Sjöblom T., Jones S., Wood L.D., Parsons D.W., Lin J., Barber T.D., Mandelker D., Leary R.J., Ptak J., Silliman N., et al. The consensus coding sequences of human breast and colorectal cancers. Science. 2006;314:268–274. doi: 10.1126/science.1133427. [DOI] [PubMed] [Google Scholar]
- 7.Dalziel K. Isocitrate dehydrogenase and related oxidative decarboxylases. FEBS Lett. 1980;117(Suppl. 1):K45–K55. doi: 10.1016/0014-5793(80)80569-2. [DOI] [PubMed] [Google Scholar]
- 8.Dang L., White D.W., Gross S., Bennett B.D., Bittinger M.A., Driggers E.M., Fantin V.R., Jang H.G., Jin S., Keenan M.C., et al. Cancer-associated IDH1 mutations produce 2-hydroxyglutarate. Nature. 2009;462:739–744. doi: 10.1038/nature08617. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Yan H., Parsons D.W., Jin G., McLendon R., Rasheed B.A., Yuan W., Kos I., Batinic-Haberle I., Jones S., Riggins G.J., et al. IDH1 and IDH2 mutations in gliomas. N. Engl. J. Med. 2009;360:765–773. doi: 10.1056/NEJMoa0808710. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 10.Ward P.S., Patel J., Wise D.R., Abdel-Wahab O., Bennett B.D., Coller H.A., Cross J.R., Fantin V.R., Hedvat C.V., Perl A.E., et al. The common feature of leukemia-associated IDH1 and IDH2 mutations is a neomorphic enzyme activity converting alpha-ketoglutarate to 2-hydroxyglutarate. Cancer Cell. 2010;17:225–234. doi: 10.1016/j.ccr.2010.01.020. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Mardis E.R., Ding L., Dooling D.J., Larson D.E., McLellan M.D., Chen K., Koboldt D.C., Fulton R.S., Delehaunty K.D., McGrath S.D., et al. Recurring mutations found by sequencing an acute myeloid leukemia genome. N. Engl. J. Med. 2009;361:1058–1066. doi: 10.1056/NEJMoa0903840. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Chowdhury R., Yeoh K.K., Tian Y.-M., Hillringhaus L., Bagg E.A., Rose N.R., Leung I.K.H., Li X.S., Woon E.C.Y., Yang M., et al. The oncometabolite 2-hydroxyglutarate inhibits histone lysine demethylases. EMBO Rep. 2011;12:463–469. doi: 10.1038/embor.2011.43. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Figueroa M.E., Abdel-Wahab O., Lu C., Ward P.S., Patel J., Shih A., Li Y., Bhagwat N., Vasanthakumar A., Fernandez H.F., et al. Leukemic IDH1 and IDH2 mutations result in a hypermethylation phenotype, disrupt TET2 function, and impair hematopoietic differentiation. Cancer Cell. 2010;18:553–567. doi: 10.1016/j.ccr.2010.11.015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14.Xu W., Yang H., Liu Y., Yang Y., Wang P., Kim S.-H., Ito S., Yang C., Wang P., Xiao M.-T., et al. Oncometabolite 2-hydroxyglutarate is a competitive inhibitor of α-ketoglutarate-dependent dioxygenases. Cancer Cell. 2011;19:17–30. doi: 10.1016/j.ccr.2010.12.014. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15.Koivunen P., Lee S., Duncan C.G., Lopez G., Lu G., Ramkissoon S., Losman J.A., Joensuu P., Bergmann U., Gross S., et al. Transformation by the ®-enantiomer of 2-hydroxyglutarate linked to EGLN activation. Nature. 2012;483:484–488. doi: 10.1038/nature10898. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16.Böttcher M., Renner K., Berger R., Mentz K., Thomas S., Cardenas-Conejo Z.E., Dettmer K., Oefner P.J., Mackensen A., Kreutz M., et al. D-2-hydroxyglutarate interferes with HIF-1α stability skewing T-cell metabolism towards oxidative phosphorylation and impairing Th17 polarization. Oncoimmunology. 2018;7:e1445454. doi: 10.1080/2162402X.2018.1445454. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17.Ugele I., Cárdenas-Conejo Z.E., Hammon K., Wehrstein M., Bruss C., Peter K., Singer K., Gottfried E., Boesch J., Oefner P., et al. D-2-hydroxyglutarate and L-2-hydroxyglutarate inhibit IL-12 secretion by human monocyte-derived dendritic cells. Int. J. Mol. Sci. 2019;20:742. doi: 10.3390/ijms20030742. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 18.Bunse L., Pusch S., Bunse T., Sahm F., Sanghvi K., Friedrich M., Alansary D., Sonner J.K., Green E., Deumelandt K., et al. Suppression of antitumor T cell immunity by the oncometabolite ®-2-hydroxyglutarate. Nat. Med. 2018;24:1192–1203. doi: 10.1038/s41591-018-0095-6. [DOI] [PubMed] [Google Scholar]
- 19.Chen J.-Y., Lai Y.-S., Tsai H.-J., Kuo C.-C., Yen B.L., Yeh S.-P., Sun H.S., Hung W.-C. The oncometabolite R-2-hydroxyglutarate activates NF-κB-dependent tumor-promoting stromal niche for acute myeloid leukemia cells. Sci. Rep. 2016;6:32428. doi: 10.1038/srep32428. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 20.Chaturvedi A., Araujo Cruz M.M., Jyotsana N., Sharma A., Goparaju R., Schwarzer A., Görlich K., Schottmann R., Struys E.A., Jansen E.E., et al. Enantiomer-specific and paracrine leukemogenicity of mutant IDH metabolite 2-hydroxyglutarate. Leukemia. 2016;30:1708–1715. doi: 10.1038/leu.2016.71. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21.Strain S.K., Groves M.D., Emmett M.R. Differentiation of 2-hydroxyglutarate enantiomers and its lactones by gas chromatography/electron ionization tandem mass spectrometry. Rapid Commun. Mass Spectrom. 2019;33:1401–1409. doi: 10.1002/rcm.8485. [DOI] [PubMed] [Google Scholar]
- 22.Voelxen N.F., Walenta S., Proescholdt M., Dettmer K., Pusch S., Mueller-Klieser W. Quantitative imaging of D-2-hydroxyglutarate in selected histological tissue areas by a novel bioluminescence technique. Front. Oncol. 2016;6:46. doi: 10.3389/fonc.2016.00046. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 23.Berger R.S., Ellmann L., Reinders J., Kreutz M., Stempfl T., Oefner P.J., Dettmer K. Degradation of D-2-hydroxyglutarate in the presence of isocitrate dehydrogenase mutations. Sci. Rep. 2019;9:7436. doi: 10.1038/s41598-019-43891-3. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 24.Heinrich P., Kohler C., Ellmann L., Kuerner P., Spang R., Oefner P.J., Dettmer K. Correcting for natural isotope abundance and tracer impurity in MS-, MS/MS- and high-resolution-multiple-tracer-data from stable isotope labeling experiments with IsoCorrectoR. Sci. Rep. 2018;8:17910. doi: 10.1038/s41598-018-36293-4. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Waldhier M.C., Dettmer K., Gruber M.A., Oefner P.J. Comparison of derivatization and chromatographic methods for GC-MS analysis of amino acid enantiomers in physiological samples. J. Chromtogr. B. 2010;878:1103–1112. doi: 10.1016/j.jchromb.2010.03.021. [DOI] [PubMed] [Google Scholar]
- 26.Wachsmuth C.J., Almstetter M.F., Waldhier M.C., Gruber M.A., Nürnberger N., Oefner P.J., Dettmer K. Performance evaluation of gas chromatography-atmospheric pressure chemical ionization-time-of-flight mass spectrometry for metabolic fingerprinting and profiling. Anal. Chem. 2011;83:7514–7522. doi: 10.1021/ac201719d. [DOI] [PubMed] [Google Scholar]
- 27.Wachsmuth C.J., Dettmer K., Lang S.A., Mycielska M.E., Oefner P.J. Continuous water infusion enhances atmospheric pressure chemical ionization of methyl chloroformate derivatives in gas chromatography coupled to time-of-flight mass spectrometry-based metabolomics. Anal. Chem. 2014;86:9186–9195. doi: 10.1021/ac502133r. [DOI] [PubMed] [Google Scholar]
- 28.Wachsmuth C.J., Hahn T.A., Oefner P.J., Dettmer K. Enhanced metabolite profiling using a redesigned atmospheric pressure chemical ionization source for gas chromatography coupled to high-resolution time-of-flight mass spectrometry. Anal. Bioanal. Chem. 2015;407:6669–6680. doi: 10.1007/s00216-015-8824-x. [DOI] [PubMed] [Google Scholar]
- 29.Zacharias H.U., Hochrein J., Klein M.S., Samol C., Oefner P.J., Gronwald W. Current Experimental, Bioinformatic and Statistical Methods used in NMR Based Metabolomics. Curr. Metabol. 2013;1:253–268. doi: 10.2174/2213235X113019990001. [DOI] [Google Scholar]
- 30.Duran M., Kamerling J.P., Bakker H.D., van Gennip A.H., Wadman S.K. L-2-Hydroxyglutaric aciduria: An inborn error of metabolism? J. Inherit. Metab. Dis. 1980;3:109–112. doi: 10.1007/BF02312543. [DOI] [PubMed] [Google Scholar]
- 31.Bal D., Gryff-Keller A. 1H and13C NMR study of 2-hydroxyglutaric acid and its lactone. Magn. Reson. Chem. 2002;40:533–536. doi: 10.1002/mrc.1053. [DOI] [Google Scholar]
- 32.DiNardo C.D., Propert K.J., Loren A.W., Paietta E., Sun Z., Levine R.L., Straley K.S., Yen K., Patel J.P., Agresta S., et al. Serum 2-hydroxyglutarate levels predict isocitrate dehydrogenase mutations and clinical outcome in acute myeloid leukemia. Blood. 2013;121:4917–4924. doi: 10.1182/blood-2013-03-493197. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Fathi A.T., Sadrzadeh H., Borger D.R., Ballen K.K., Amrein P.C., Attar E.C., Foster J., Burke M., Lopez H.U., Matulis C.R., et al. Prospective serial evaluation of 2-hydroxyglutarate, during treatment of newly diagnosed acute myeloid leukemia, to assess disease activity and therapeutic response. Blood. 2012;120:4649–4652. doi: 10.1182/blood-2012-06-438267. [DOI] [PubMed] [Google Scholar]
- 34.Pollyea D.A., Kohrt H.E., Zhang B., Zehnder J., Schenkein D., Fantin V., Straley K., Vasanthakumar A., Abdel-Wahab O., Levine R., et al. 2-hydroxyglutarate in IDH mutant acute myeloid leukemia: Predicting patient responses, minimal residual disease and correlations with methylcytosine and hydroxymethylcytosine levels. Leuk. Lymphoma. 2013;54:408–410. doi: 10.3109/10428194.2012.701009. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 35.Collard F., Collet J.F., Gerin I., Veiga-da-Cunha M., van Schaftingen E. Identification of the cDNA encoding human 6-phosphogluconolactonase, the enzyme catalyzing the second step of the pentose phosphate pathway. FEBS Lett. 1999;459:223–226. doi: 10.1016/S0014-5793(99)01247-8. [DOI] [PubMed] [Google Scholar]
- 36.Linster C.L., van Schaftingen E., Vitamin C. Biosynthesis, recycling and degradation in mammals. FEBS J. 2007;274:1–22. doi: 10.1111/j.1742-4658.2006.05607.x. [DOI] [PubMed] [Google Scholar]
- 37.Mochizuki K. Purification and characterization of a lactonase from Burkholderia sp. R-711, that hydrolyzes®-5-oxo-2-tetrahydrofurancarboxylic acid. Arch. Microbiol. 2001;175:430–434. doi: 10.1007/s002030100283. [DOI] [PubMed] [Google Scholar]
- 38.Casas-Godoy L., Gasteazoro F., Duquesne S., Bordes F., Marty A., Sandoval G. Lipases: An Overview. In: Sandoval G., editor. Lipases and Phospholipases: Methods and Protocols. 2nd ed. Springer; New York, NY, USA: Humana Press; Totowa, NJ, USA: 2018. pp. 13–14. [Google Scholar]
- 39.Damaghi M., Wojtkowiak J.W., Gillies R.J. pH sensing and regulation in cancer. Front. Physiol. 2013;4:370. doi: 10.3389/fphys.2013.00370. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Ali M., Alam S.P., Kumar S., Kumar A.R., Kumar A. Does blood pH change in cancer patients? Int. J. Cur. Res. 2016;8:29543–29544. [Google Scholar]
- 41.Herst P.M., Howman R.A., Neeson P.J., Berridge M.V., Ritchie D.S. The level of glycolytic metabolism in acute myeloid leukemia blasts at diagnosis is prognostic for clinical outcome. J. Leukocyte. Biol. 2011;89:51–55. doi: 10.1189/jlb.0710417. [DOI] [PubMed] [Google Scholar]
- 42.Chen W.-L., Wang J.-H., Zhao A.-H., Xu X., Wang Y.-H., Chen T.-L., Li J.-M., Mi J.-Q., Zhu Y.-M., Liu Y.-F., et al. A distinct glucose metabolism signature of acute myeloid leukemia with prognostic value. Blood. 2014;124:1645–1654. doi: 10.1182/blood-2014-02-554204. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Benito J., Ramirez M.S., Millward N.Z., Velez J., Harutyunyan K.G., Lu H., Shi Y.-X., Matre P., Jacamo R., Ma H., et al. Hypoxia-activated prodrug TH-302 targets hypoxic bone marrow niches in preclinical leukemia models. Clin. Cancer. Res. 2016;22:1687–1698. doi: 10.1158/1078-0432.CCR-14-3378. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44.Mortensen B.T., Jensen P.Ø., Helledie N., Iversen P.O., RalfkiÆR E., Larsen J.K., Madsen M.T. Changing bone marrow micro-environment during development of acute myeloid leukaemia in rats. Brit. J. Haematol. 1998;102:458–464. doi: 10.1046/j.1365-2141.1998.00801.x. [DOI] [PubMed] [Google Scholar]
- 45.Hagos Y., Krick W., Braulke T., Mühlhausen C., Burckhardt G., Burckhardt B.C. Organic anion transporters OAT1 and OAT4 mediate the high affinity transport of glutarate derivatives accumulating in patients with glutaric acidurias. Pflügers Arch. Eur. J. Phy. 2008;457:223–231. doi: 10.1007/s00424-008-0489-2. [DOI] [PubMed] [Google Scholar]
- 46.Mühlhausen C., Burckhardt B.C., Hagos Y., Burckhardt G., Keyser B., Lukacs Z., Ullrich K., Braulke T. Membrane translocation of glutaric acid and its derivatives. J. Inherit. Metab. Dis. 2008;31:188–193. doi: 10.1007/s10545-008-0825-x. [DOI] [PubMed] [Google Scholar]
- 47.Kohanbash G., Carrera D.A., Shrivastav S., Ahn B.J., Jahan N., Mazor T., Chheda Z.S., Downey K.M., Watchmaker P.B., Beppler C., et al. Isocitrate dehydrogenase mutations suppress STAT1 and CD8+ T cell accumulation in gliomas. J. Clin. Investig. 2017;127:1425–1437. doi: 10.1172/JCI90644. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Amankulor N.M., Kim Y., Arora S., Kargl J., Szulzewsky F., Hanke M., Margineantu D.H., Rao A., Bolouri H., Delrow J., et al. Mutant IDH1 regulates the tumor-associated immune system in gliomas. Genes Dev. 2017;31:774–786. doi: 10.1101/gad.294991.116. [DOI] [PMC free article] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The data presented in this study are available on request.