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Previous Article | Next Article ![]()
Molecular and Cellular Biology, May 2007, p. 3282-3289, Vol. 27, No. 9
0270-7306/07/$08.00+0 doi:10.1128/MCB.01927-06
Copyright © 2007, American Society for Microbiology. All Rights Reserved.
-Ketoglutarate Derivatives Alleviate Pseudohypoxia in Succinate Dehydrogenase-Deficient Cells
Mary A. Selak,1,
Daniel A. Tennant,1
Lloyd J. Payne,3
Stuart Crosby,3
Casper M. Frederiksen,1,
David G. Watson,2 and
Eyal Gottlieb1*
Apoptosis and Tumour Physiology Laboratory, Cancer Research UK, The Beatson Institute for Cancer Research, Glasgow, United Kingdom,1 Department of Pharmaceutical Sciences, University of Strathclyde, Glasgow, United Kingdom,2 Tocris Cookson Ltd, Northpoint, Fourth Way, Avonmouth, Bristol BS11 8TA, United Kingdom3
Received 11 October 2006/ Returned for modification 15 November 2006/ Accepted 10 February 2007
| ABSTRACT |
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stabilization by succinate or fumarate, respectively, either of which, when in excess, inhibits HIF
prolyl hydroxylase (PHD). To reactivate PHD, we focused on its substrate,
-ketoglutarate. We designed and synthesized cell-permeating
-ketoglutarate derivatives, which build up rapidly and preferentially in cells with a dysfunctional TCA cycle. This study shows that succinate- or fumarate-mediated inhibition of PHD is competitive and is reversed by pharmacologically elevating intracellular
-ketoglutarate. Introduction of
-ketoglutarate derivatives restores normal PHD activity and HIF1
levels to SDH-suppressed cells, indicating new therapy possibilities for the cancers associated with TCA cycle dysfunction. | INTRODUCTION |
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) proteins (HIF1
and/or HIF2
), which are the formation-limiting units of the HIF transcription factor heteromer, are constantly both synthesized and degraded, a process that maintains them in high availability but at a very low steady state (4, 25). The high turnover of HIF
is mediated by HIF
prolyl hydroxylases (PHD1 to -3, also known as EglN1 to -3 and HPH1 to -3). PHDs hydroxylate proline residues on the oxygen-dependent degradation (ODD) domain of HIF
, generating docking sites for pVHLpart of an E3 ubiquitin ligase complex that targets HIF
for degradation (21, 22). To catalyze proline hydroxylation, PHDs convert molecular oxygen and
-ketoglutarate to carbon dioxide and succinate (22). Although PHDs depend on oxygen for activity, their affinity for oxygen is low (Km = 230 to 250 µM), making them good oxygen sensors (11). Under hypoxia, prolyl hydroxylation of HIF
and its consequent interaction with pVHL are prevented, and HIF
proteins are stabilized (21). Stabilized HIF
units bind to the HIFß unit, setting off HIF transcription activity. Thus, HIF is physiologically activated by hypoxia, and its downstream targets respond accordingly by increasing angiogenesis and glycolysis.
The aberrant stabilization of HIF
under normoxic conditions is termed pseudohypoxia. Pseudohypoxia is probably a major cause of tumors associated with VHL mutations (15). Pseudohypoxia was also shown recently in tumor cells with mutations in fumarate hydratase (FH) or in any of three of the four subunits of succinate dehydrogenase (SDH), SDHB, SDHC, or SDHD (5, 8, 9, 19, 20, 28). Both FH and SDH are mitochondrial proteins; SDH forms complex II of the electron transport chain, and both SDH and FH are enzymes of the tricarboxylic acid (TCA) cycle. In addition, SDH and FH are also bona fide tumor suppressors. Dysfunction of either of these TCA cycle enzymes causes pseudohypoxia, leading to the enhanced neovascularization and glycolysis that support cancer formation (10). Identifying ways to prevent HIF
stabilization under pseudohypoxia could lead to treatments for tumors with SDH or FH dysfunction.
Two models explain HIF1
stabilization due to SDH mutations. The first suggested that reactive oxygen species (ROS) from an impaired complex II of the electron transport chain (18, 30) potentially inhibit PHDs (7). However, although ROS can arise in some SDH-mutated mitochondria (1, 14, 26), there is no evidence that ROS mediate HIF1
stabilization in SDH-deficient cells (24). The second model, established over the last 2 years, showed that succinate and fumarate (substrates of SDH and FH, respectively), which build up from the impaired TCA cycles of SDH- or FH-deficient mitochondria, are intracellular messengers that inhibit PHD activity and so mediate HIF
stabilization (23).
| MATERIALS AND METHODS |
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pRK5/HA-ODD and pEGFP/ODD, used to translate hemagglutinin (HA)-ODD in vitro or to express the green fluorescent protein (GFP)-ODD fusion protein, respectively, were described previously (23). pRC-CMV/HA-pVHL was used to coexpress HA-pVHL in the GFP-ODD-expressing clones and was a gift from W. G. Kaelin, Jr.
Cell culture. HEK293 human embryonic kidney cells, RCC4 human renal cell carcinoma cells, and ARPE human retinal pigment epithelial cells were grown in Dulbecco's modified Eagle's medium. HCT116 human colon carcinoma cells were grown in McCoy's medium supplemented with 10% fetal bovine serum. GFP-ODD-expressing clones were generated by cotransfecting pEGFP/ODD, pRC-CMV/HA-pVHL, and pBabe-Puro into HEK293 cells. Following selection in puromycin, 96 clones were randomly picked and duplicated in 96-well plates, each incubated with or without CoCl2. Clones that showed a low basal level of GFP fluorescence with a significant induction of fluorescence when treated with CoCl2 were studied further.
Synthesis of
-ketoglutarate derivatives.
The methods for synthesis of
-ketoglutarate esters were adopted from previous work (6, 27). The octyl-
-ketoglutarate ester was prepared using the following method: octyl-chloroformate was added drop by drop to a solution of
-ketoglutaric acid (10 mmol) and triethylamine (1.0 eq) in dichloromethane (50 ml) at ambient temperature. The resulting mixture was stirred at ambient temperature for 16 h and then diluted with dichloromethane (50 ml), washed with 0.5 N aqueous hydrochloric acid (50 ml), and dried (magnesium sulfate), and the solvent was removed under reduced pressure.
For benzyl- or 3-trifluoromethylbenzyl-
-ketoglutarate ester analogues, the corresponding benzyl bromide was added (1.1 eq) to a solution of
-ketoglutaric acid (10 mmol) and dicyclohexylamine (1.2 eq) in dimethyl formamide (50 ml), and the solution was heated at 50°C for 16 h. The mixture was concentrated under reduced pressure, and the residue was resuspended in dichloromethane (100 ml) and washed with 0.5 N aqueous hydrochloric acid (50 ml). The organic layer was dried (magnesium sulfate), and the solvent was removed under reduced pressure. The crude products were purified using normal-phase flash column chromatography (hexane/ethyl acetate).
In vitro PHD activity.
The reaction was carried out as described previously (23) using in vitro-translated HA-ODD as a substrate and HeLa cell extracts as an enzymatic source of PHD (20 mM Tris [pH 7.4], 5 mM KCl, 1.5 mM MgCl2, 1 mM dithiothreitol supplemented with "complete" protease inhibitor cocktail [Roche], and 100 µM N-acetyl-Leu-Leu-Norleu-CHO). The reaction was carried out for 15 min at 37°C in the presence of 5 mM ascorbate, 100 µM FeCl2, and the indicated amounts of
-ketoglutarate and succinate. Reactions were terminated by adding Laemmli sample buffer and immediately boiling them. Following sodium dodecyl sulfate-polyacrylamide gel electrophoresis (SDS-PAGE), samples were analyzed by Western blotting using an anti-HA antibody.
Protein analyses.
Cells were extracted in Laemmli sample buffer. Following SDS-PAGE, proteins were blotted onto nitrocellulose and analyzed with the following antibodies: anti-HIF1
(BD Biosciences), anti-HIF2
(Novus Biologicals), anti-HA (Roche), anti-GFP (BD Biosciences), and antiactin (Sigma).
Measurement of
-ketoglutarate.
Cells were grown as described above. All of the following operations were performed at 4°C. Cell monolayers were washed with phosphate-buffered saline and lysed with RIPA buffer (50 mM Tris-HCl [pH 7.4], 150 mM NaCl, 1% Triton X-100, 1% sodium deoxycholate, 0.1% SDS supplemented with "complete" protease inhibitor cocktail [Roche]). Cell lysates were collected from the plate, vortexed vigorously, and centrifuged for 5 min at 15,000 x g at 4°C. Aliquots of the extracts were analyzed immediately for
-ketoglutarate. The assay solution consisted of 100 mM KH2PO4 (pH 7.2), 10 mM NH4Cl, 5 mM MgCl2, and 0.15 mM NADH. Following equilibration at 37°C with extract, the reaction was started by the addition of 5 units of glutamate dehydrogenase. The absorbance decrease was monitored at 340 nm. The intracellular level of
-ketoglutarate was determined from the absorbance decrease in NADH (extinction coefficient [
] = 6.22 mM1 cm1).
Measurement of glycolysis.
ARPE cells were either left untreated or treated with monoethyl-fumarate and/or trifluoromethyl benzyl (TFMB)-
-ketoglutarate. Due to a toxic effect of long-term incubation with monoethyl-fumarate, cells were incubated for 12 hours only, and the medium was replaced at 6 and 9 hours to refurbish
-ketoglutarate levels. The glycolytic rate of the cells was calculated from the rate for converting [5-3H]glucose to 3H2O, as previously described (3), without a glucose starvation step.
| RESULTS |
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-Ketoglutarate overcomes succinate-mediated inhibition of PHD in vitro.
Succinate, the substrate of SDH, is also a product of the
-ketoglutarate-dependent hydroxylases and, when present at sufficiently high levels in SDH-deficient cells, can inhibit PHD activity (23). Therefore, succinate may be a competitive inhibitor of PHD, competing with its substrate,
-ketoglutarate; hence, elevating
-ketoglutarate levels may overcome this inhibition. To test this hypothesis, the effect of
-ketoglutarate on PHD activity was examined by employing an in vitro hydroxylation assay (12): hydroxylated and nonhydroxylated species were resolved using a gel shift migration assay. PHD activity was determined using in vitro-translated HA-tagged ODD as a substrate and HeLa cell extracts as a source of PHD. Incubation of HA-ODD with cell extracts in the presence of Fe2+ and ascorbate and in the absence of succinate, showed that even low concentrations of
-ketoglutarate led to near-maximal hydroxylation of HA-ODD, which was evident from its faster migration on SDS-PAGE (Fig. 1, lanes 1 to 3). The presence of succinate at a constant concentration of 1 mM caused inhibition of PHD activity, as seen by the appearance of the nonhydroxylated, slower-migrating form of HA-ODD (Fig. 1, lane 4). Addition of increasing amounts of
-ketoglutarate, ranging from 0.1 to 1 mM, resulted in concentration-dependent stimulation of PHD activity and a progressive increase in the production of the faster-migrating, hydroxylated form of HA-ODD (Fig. 1, lanes 4 to 6). These results demonstrate that succinate inhibits PHD and that
-ketoglutarate can reverse this PHD inhibition in vitro.
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-ketoglutarate derivatives increase intracellular levels of free
-ketoglutaric acid.
-Ketoglutarate is hydrophilic and cannot efficiently cross the plasma membrane to achieve sufficiently high intracellular levels (see below). We therefore designed and synthesized three membrane-permeating monoester derivatives of
-ketoglutarate with different hydrophobic indices (Table 1). Once these derivatives enter the cells, the ester is hydrolyzed by cytosolic esterases, increasing the concentration of
-ketoglutarate in the cytosol. With complete plasma membrane permeability and equilibration, [
-ketoglutarate ester]in should equal [
-ketoglutarate ester]out. The conversion of
-ketoglutarate ester to
-ketoglutaric acid by cytosolic esterases both traps
-ketoglutarate in the cell and creates a concentration gradient to drive more
-ketoglutarate ester from the medium into the cytosol. The
-ketoglutarate thus formed and metabolized in the cells would be rapidly replaced by exogenous
-ketoglutarate ester and, in principle, intracellular
-ketoglutarate could exceed the concentration of extracellular
-ketoglutarate ester.
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-ketoglutarate esters to increase cellular levels of
-ketoglutarate, HEK293 cells were incubated with 1 mM of either underivatized
-ketoglutarate, benzyl-
-ketoglutarate, octyl-
-ketoglutarate, or TFMB-
-ketoglutarate. Cell extracts were prepared and immediately analyzed for free intracellular
-ketoglutarate levels using a spectrophotometric assay that employs glutamate dehydrogenase (GDH) (29) (Fig. 2a). High levels of NH4+ and NADH were used to shift the GDH reaction toward glutamate formation (reductive amination), in which the concentration of
-ketoglutarate is stoichiometric to the amount of NADH oxidized (seen as a decrease in light absorbance at 340 nm) (Fig. 2b). Addition of known amounts of
-ketoglutarate to extracts of untreated cells resulted in recovery of nearly 95% of the exogenously added
-ketoglutarate (data not shown), indicating that
-ketoglutarate is chemically and metabolically stable in the extracts. Importantly, neither of the
-ketoglutarate derivatives (prodrugs) caused a decrease in 340-nm absorbance when added directly to the GDH assay, demonstrating that only free
-ketoglutarate can participate in the GDH reaction, so that residual nonhydrolyzed
-ketoglutarate esters present in cells at the time of extraction do not contribute to the measurement of the free acid (data not shown).
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-ketoglutarate or TFMB-
-ketoglutarate for 2 h prior to extraction, intracellular
-ketoglutarate levels rose by approximately fourfold (Fig. 2c). In contrast, cells treated with either underivatized or benzyl-
-ketoglutarate (the least hydrophobic derivative) (Table 1) showed no increase in the level of intracellular
-ketoglutarate above basal levels (Fig. 2c). These results indicate that underivatized
-ketoglutarate does not efficiently enter cells, and this emphasizes that derivatizing the acid, and introducing sufficient hydrophobicity, is crucial for effectiveness. In subsequent experiments, octyl- and TFMB-
-ketoglutarate esters were used to elevate intracellular
-ketoglutarate, while underivatized and benzyl-
-ketoglutarate were used as negative controls.
In the above-mentioned experiments,
-ketoglutarate derivatives were used on cells with a normal TCA cycle. We hypothesized that exogenous
-ketoglutarate would accumulate preferentially in cells where the metabolism of TCA cycle intermediates is impaired. To test this hypothesis, cells were transiently transfected with the Di3 or Di4 short-hairpin RNA (shRNA) targeting the SDHD subunit and known to efficiently suppress SDH activity in cells (23). Scrambled shRNA (Sc) was used as a negative control. Forty-eight hours after transfection, the cells were treated with 1 mM octyl-
-ketoglutarate for 2 h, after which free intracellular
-ketoglutarate levels were analyzed as described above. None of the shRNA constructs had an effect on the level of basal
-ketoglutarate of untreated cells. However, SDH-deficient cells that were treated with the octyl-
-ketoglutarate derivative showed a twofold rise in
-ketoglutarate levels above the rise observed in the scrambled control-transfected cells (Fig. 2d). Interestingly, an increase in
-ketoglutarate levels was also observed in cells in which the TCA cycle was inhibited by
-keto-ß-methyl-n-valeric acid, an inhibitor of
-ketoglutarate dehydrogenase (data not shown). This indicates that conditions that slow down the TCA cycle prevent
-ketoglutarate oxidation in the mitochondria and thus accelerate the buildup of cytosolic
-ketoglutarate.
Elevated levels of
-ketoglutarate in cells reactivate succinate- or fumarate-inhibited PHD.
To analyze the effects of
-ketoglutarate derivatives on PHD activity in cells, we generated two HEK293-derived cell lines expressing both a GFP-ODD fusion protein and HA-tagged pVHL (Fig. 3a, left). In these cells, GFP levels are tightly regulated by PHD activity, which constitutively targets the GFP-ODD fusion protein for pVHL-mediated proteasomal degradation. Cells treated with CoCl2, a hypoxia-mimetic compound that inhibits PHD activity, showed an increase in GFP-ODD levels seen both in Western blot (Fig. 3a, right) and confocal microscopy (Fig. 3b, top) analyses, confirming that GFP fluorescence levels in these cells reflect the activity of PHD. To determine whether elevating intracellular
-ketoglutarate overcomes succinate-mediated PHD inhibition, cells were first treated with dimethyl-succinate, and these cells showed an increase in GFP fluorescence 48 hours after treatment (Fig. 3b). Octyl-
-ketoglutarate or TFMB-
-ketoglutarate reduced GFP fluorescence within 12 h of their addition to dimethyl-succinate-treated cells (Fig. 3b), indicating a stimulation of PHD activity. Corresponding Western blots showed that the levels of GFP-ODD, as well as of the endogenous HIF1
, rose in cells treated with dimethyl-succinate and fell back to the basal level after
-ketoglutarate derivatives were added (Fig. 3c and d).
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-ketoglutarate-treated cells due to ODD hydroxylation, the interaction between GFP-ODD and HA-pVHL was analyzed by a coimmunoprecipitation assay. As expected, cells treated with dimethyl-succinate yielded less GFP-ODD-associated HA-pVHL, and the addition of
-ketoglutarate derivatives restored this hydroxylation-dependent protein-protein interaction (Fig. 3e). Moreover, the total levels of HA-pVHL were unaltered by either dimethyl-succinate or
-ketoglutarate (Fig. 3e, left), indicating that the levels of GFP-ODD-associated HA-pVHL are regulated posttranslationally.
In these experiments, to achieve maximal induction of GFP-ODD with dimethyl-succinate (indicative of maximal inhibition of PHD), cells were maintained under conditions of 10% oxygen that did not affect the basal level of GFP-ODD (Fig. 3b, untreated). It is reasonable to suggest that succinate causes maximum PHD inhibition under suboptimal oxygen conditions that would still suffice for PHD activity in its absence. This may help explain the incomplete penetrance and milder phenotype of SDHD mutations in families living at low, compared to high, altitudes (2). However, HEK293 cells transiently transfected with the Di3 shRNA, targeting the SDHD subunit, showed increased HIF1
levels under normoxic conditions (Fig. 4a). This HIF1
induction was reversed by treatment with either 1 mM octyl-
-ketoglutarate or 1 mM TFMB-
-ketoglutarate derivatives (Fig. 4a). This demonstrates that PHD inhibition, when caused by SDH dysfunction and the consequent rise in succinate, can be overcome by excess
-ketoglutarate. Underivatized
-ketoglutarate (not shown) and the least hydrophobic benzyl
-ketoglutarate derivative had no effect on HIF1
levels (Fig. 4a).
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protein levels under normoxic conditions were tested in different cell lines. Following treatment with 1 to 3 mM monoethyl-fumarate, an elevated HIF1
protein level was observed in kidney (HEK293) (not shown), colon (HCT116) (Fig. 4b), and retina epithelial (ARPE) (Fig. 4c) cells. In all cases, adding an effective
-ketoglutarate derivative completely blocked this induction (Fig. 4b and c). Importantly, while it reversed fumarate- or succinate-mediated HIF1
induction of monoethyl-fumarate-treated or SDH-knocked down cells,
-ketoglutarate had no effect on CoCl2-induced HIF1
levels, consistent with the fact that CoCl2 inhibits PHD by an independent mechanism that does not involve succinate or
-ketoglutarate (Fig. 4d).
We have shown previously that, in HEK293 cells, changes in HIF2
levels are less sensitive to increased succinate (23). In order to analyze the effects of fumarate and
-ketoglutarate on HIF2
, ARPE cells were treated with monoethyl-fumarate with or without TFMB-
-ketoglutarate. In contrast to HIF1
, HIF2
levels responded less dramatically to both compounds (Fig. 4e). Taken together, these and our previous results indicate that HIF1
and HIF2
may be regulated by different PHDs with different sensitivities to succinate and fumarate. Importantly, no changes in the endogenous levels of pVHL were observed under these conditions (Fig. 4e), further supporting the notion that
-ketoglutarate destabilizes HIF1
without changing pVHL levels.
-Ketoglutarate targets HIF1
for ubiquitylation and proteasomally mediated degradation.
In order to verify that exogenously supplied
-ketoglutarate leads to retargeting of HIF
for proteasomally mediated degradation, the proteasome inhibitor MG132 was added to ARPE cells treated with monoethyl-fumarate, together with the
-ketoglutarate derivatives. MG132 blocked the effect of
-ketoglutarate on HIF1
levels and induced the appearance of higher-molecular-weight forms of HIF1
, which are likely to be polyubiquitylated HIF1
proteins (Fig. 5a). This indicates that the
-ketoglutarate derivatives restored hydroxylation and, potentially, ubiquitylation of HIF1
. In order to confirm that the retargeting of HIF1
for degradation by
-ketoglutarate is mediated by pVHL, the VHL-negative RCC4 renal cell carcinoma cells were used. Parental (VHL) or VHL-reconstituted cells were treated with monoethyl-fumarate in the presence or absence of TFMB-
-ketoglutarate. As expected, the VHL-expressing RCC4 cells responded to monoethyl-fumarate and TFMB-
-ketoglutarate in a manner comparable to those of HEK293, HCT116, and ARPE cells. HIF1
levels were augmented by monoethyl-fumarate, and this increase was reversed by TFMB-
-ketoglutarate (Fig. 5b). The parental RCC4 cells, which lack pVHL, express higher basal HIF1
levels (Fig. 5b). However, HIF1
levels were not further increased by monoethyl-fumarate and could not be overcome with TFMB-
-ketoglutarate treatment (Fig. 5b). These data show that the targeting of HIF1
for proteasomally mediated degradation by
-ketoglutarate derivatives is mediated by pVHL and therefore most likely involves stimulation of PHD activity.
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levels by reactivating PHDs has an effect on glycolysis, ARPE cells were either left untreated or treated with monoethyl-fumarate with or without TFMB-
-ketoglutarate, and the rate of conversion of [5-3H]glucose to 3H2O was analyzed. This process requires most of the glycolytic enzymes, from hexokinase (step 1) to enolase (step 8). A small but significant increase in the glycolytic rate was observed in cells treated with monoethyl-fumarate. This increase was completely abolished in cells cotreated with monoethyl-fumarate and TFMB-
-ketoglutarate (Fig. 5c), indicating that the alleviation of pseudohypoxia by PHD reactivation prevented the HIF-mediated "Warburg effect". | DISCUSSION |
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-ketoglutarate. We previously showed that SDH dysfunction results in an accumulation of succinate that inhibits hydroxylation of HIF1
. This is achieved by a product inhibition mechanism, given that PHD hydroxylates its targets while utilizing
-ketoglutarate as a substrate and producing succinate (23). The studies described here show that an excess of
-ketoglutarate, provided in a form that allows uptake by cells, overcomes PHD inactivation by succinate. Succinate inhibition of PHD is competitive in nature, and therefore, the ratio, rather than the absolute concentrations, of
-ketoglutarate to succinate in cells should critically affect PHD activity and HIF1
stability. Native
-ketoglutarate does not readily enter cells, so to test whether
-ketoglutarate can indeed counter the PHD-inhibiting effect of succinate, we designed cell-permeating
-ketoglutarate derivatives that are hydrolyzed in the cytosol. These derivatives support PHD activity, thereby lowering HIF1
levels in SDH-deficient cells. We have shown that
-ketoglutarate preferentially accumulates in SDH-deficient cells, probably because TCA cycle metabolism is impaired. This indicates that upon treatment with readily permeating drugs, the concentration of
-ketoglutarate in target cells will rise to a level fully capable of countering the effect of succinate. Our study suggests that well-designed
-ketoglutarate derivatives may have therapeutic potential in the treatment of tumors with functional down-regulation or mutations of SDH, where it could restore normal low levels of HIF1
.
Interestingly, increasing the levels of intracellular
-ketoglutarate had a marked effect on the basal levels of HIF1
protein (Fig. 4b and e). This indicates that
-ketoglutarate may be a limiting factor for PHD activity under normoxia. This possibility has far-reaching consequences, since pseudohypoxia due to mTor-mediated increased translation of HIF1
has been associated with several other tumors (16). It is therefore possible that the increased rate of HIF1
translation in these tumors can be overcome if HIF1
hydroxylation, and therefore degradation, can be accelerated by
-ketoglutarate.
Aberrant HIF activity is a major contributor to tumorigenesis, and it is plausible that restoring normal HIF levels in TCA cycle-impaired tumors will be sufficient for tumor control. However, it is also likely that, in addition to HIF
, other substrates for PHD exist that may contribute to the tumorigenic effect of succinate, for example, a substrate that may activate apoptosis once hydroxylated (17). Moreover, PHDs are not the only
-ketoglutarate-dependent hydroxylases in cells. Therefore, treatment of TCA cycle-impaired tumors with
-ketoglutarate derivatives or analogues may have a broader effect on tumor development.
| ACKNOWLEDGMENTS |
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We thank Ayala King for excellent editorial work.
| FOOTNOTES |
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Published ahead of print on 26 February 2007. ![]()
E.D.M. and M.A.S. contributed equally to this work. ![]()
Present address: Center for Experimental Bioinformatics, University of Southern Denmark, Odense, Denmark. ![]()
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