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J. Biol. Chem., Vol. 279, Issue 14, 13393-13401, April 2, 2004
A Signaling Role of Glutamine in Insulin Secretion*![]() ![]() ![]() ![]() ![]() ![]() ||
From the
Received for publication, October 20, 2003 , and in revised form, January 5, 2004.
Children with hypoglycemia due to recessive loss of function mutations of the -cell ATP-sensitive potassium (KATP) channel can develop hypoglycemia in response to protein feeding. We hypothesized that amino acids might stimulate insulin secretion by unknown mechanisms, because the KATP channel-dependent pathway of insulin secretion is defective. We therefore investigated the effects of amino acids on insulin secretion and intracellular calcium in islets from normal and sulfonylurea receptor 1 knockout (SUR1/) mice. Even though SUR1/ mice are euglycemic, their islets are considered a suitable model for studies of the human genetic defect. SUR1/ islets, but not normal islets, released insulin in response to an amino acid mixture ramp. This response to amino acids was decreased by 60% when glutamine was omitted. Insulin release by SUR1/ islets was also stimulated by a ramp of glutamine alone. Glutamine was more potent than leucine or dimethyl glutamate. Basal intracellular calcium was elevated in SUR1/ islets and was increased further by glutamine. In normal islets, methionine sulfoximine, a glutamine synthetase inhibitor, suppressed insulin release in response to a glucose ramp. This inhibition was reversed by glutamine or by 6-diazo-5-oxo-L-norleucine, a non-metabolizable glutamine analogue. High glucose doubled glutamine levels of islets. Methionine sulfoximine inhibition of glucose stimulated insulin secretion was associated with accumulation of glutamate and aspartate. We hypothesize that glutamine plays a critical role as a signaling molecule in amino acid- and glucose-stimulated insulin secretion, and that -cell depolarization and subsequent intracellular calcium elevation are required for this glutamine effect to occur.
The study of inherited disorders of insulin secretion expands our understanding of metabolism and stimulus secretion coupling in pancreatic -cells. For example, the exploration of glucokinase diseases, which are due to activating or inactivating mutants of -cell glucokinase, has confirmed basic concepts about this enzyme as the sensor for glucose-stimulated insulin secretion (GSIS)1 (1, 2). Similarly, the elucidation of a novel hyperinsulinism syndrome associated with mild hyperammonemia and linked to overactivity the glutamate dehydrogenase enzyme (GDH-HI) has led to the identification of a prominent role of glutaminolysis in the regulation of insulin secretion (3, 4, 5). These successful studies in human biochemical genetics of insulin secretion motivated the present investigation to find an explanation for the striking clinical observation that the patients with hyperinsulinism caused by inactivating mutations of the -cell ATP-sensitive potassium channel (KATP-HI) (6, 7) exhibit hypoglycemia following a protein meal (6, 8, 9), while the -cell response to glucose is impaired (10). An additional and unexplained observation of relevance in this context is the lack of -cell responsiveness in KATP-HI to pharmacological stimulation with leucine (6, 10) that contrasts with the remarkable leucine hypersensitivity of patients with GDH-HI (11).
Sulfonylurea receptor 1 knockout (SUR1/) mice were designed to facilitate experimental studies of the human KATP-HI syndrome (12, 13). However, SUR1/ mice do not share the hypoglycemia phenotype of the human KATP-HI syndrome. Nevertheless, isolated islets from these animals exhibit all the features expected to result from nonfunctional KATP channels, i.e.
Mouse Islets Preparation and Insulin SecretionSUR1 knockout mice (SUR1/) were obtained from Dr. Mark A. Magnuson. The knockout procedure and genotyping were described by Shiota et al. (12). Both SUR1/ mice and control mice (B6D2H1) were fed a standard rodent chow diet, maintained on a 12-hour light/dark cycle. Islets were isolated by collagenase digestion and cultured for 3 days in RPMI 1640 medium containing 10 mM glucose. The culture medium was supplemented with 10% fetal bovine serum, 2 mM glutamine, 100 units/ml penicillin, and 50 µg/ml streptomycin, and the islets were incubated at 37 °C in a 5% CO2, 95% air-humidified incubator. Batches of 100 cultured mouse islets were loaded onto a nylon filter in a chamber and perifused with Krebs-Ringer bicarbonate buffer (115 mmol/liter NaCl, 24 mmol/liter NaHCO3, 5 mmol/liter KCl, 1 mmol/liter MgCl2, 2.5 mmol/liter CaCl2, 10 mM HEPES, pH 7.4) with 0.25% bovine serum albumin at a flow rate of 2 ml/min. Perifusate solutions were gassed with 95% O2, 5% CO2 and maintained at 37 °C. The physiological mixture of 20 amino acids when used at a maximum concentration of 12 mM (about 3 times physiological concentration) had the following composition (in mM): glutamine 2.0, alanine 1.25, arginine 0.53, aspartate 0.11, citrulline 0.27, glutamate 0.35, glycine 0.85, histidine 0.22, isoleucine 0.27, leucine 0.46, lysine 1.06, methionine 0.14, ornithine 0.20, phenylalanine 0.23, proline 1.0, serine 1.62, threonine 0.77, tryptophan 0.21, valine 0.57. Samples were collected every minute for insulin assays. Insulin was measured by radioimmunoassay. Cytosolic Free Ca2+ MeasurementsMouse islets were isolated and cultured on poly-L-lysine coated glass coverslips under the same condition as described above. The perifusion procedure and cytosolic-free Ca2+ ([Ca2+]i) measurement were described previously (4). In brief, the coverslip with attached islets was incubated with 15 µM Fura-2 acetoxymethylester (Molecular Probes, Eugene, OR) in Krebs-Ringer bicarbonate buffer with 5 mM glucose for 35 min at 37 °C. Islets were then perifused with Krebs-Ringer bicarbonate buffer with 0.25% bovine serum albumin at 37 °C at a flow rate of 2 ml/min, while various agents were applied. [Ca2+]i was measured with a dual wavelength fluorescence microscope as previously described. Studies with 15NH4ClControl mouse islets were cultured with 10 mM glucose for 34 days as described above. Batches of 1,000 islets were first preincubated with glucose free Krebs-Ringer bicarbonate buffer for 60 min at 37 °C with or without 1 mM methionine sulfoximine (MSO), an inhibitor of glutamine synthetase (GS). The islets were then incubated 120 min with either 300 µM 15NH4Cl (Cambridge Isotope Laboratories, Inc., Andover, MA) alone as control, or with additional 25 mM glucose or with 25 mM glucose plus 1 mM MSO in accordance with the pretreatment protocol. After 120 min the medium was assayed for total ammonia, amino acids, and insulin. The islets were then washed once with ice-cold glucose-free Hank's buffer, and the cellular amino acids were extracted with 6% perchloric acid. Assays of amino acids and ammonia were performed as described previously (5). The 15N enrichment of amino acids was determined by gas chromatography-mass spectrometry (GC-MS) as described previously (15). ATP AssaysControl mouse islets were cultured with 10 mM glucose for 3 days. Batches of 100 islets were first preincubated with glucose free Krebs-Ringer bicarbonate buffer for 60 min at 37 °C with or without 1 mM MSO. This pretreatment was followed by 60 min of incubation with 10 mM glucose with or without 1 mM MSO in accordance with the pretreatment protocol. Supernatants were sampled for insulin assays. ATP in the islet homogenate was measured as described previously (5) using an ATP assay kit (Enliten ATP assay kits, Promega).
Western Blot Analysis of GSMonoclonal anti-mouse GS from rabbit was used as the primary antibody (Sigma) and goat anti-rabbit IgG alkaline phosphatase conjugate (Bio-Rad Laboratories) as a secondary antibody. A total of 25 µg of protein from cultured islets or from
GS Activity MeasurementsBatches of at least 1,000 cultured islets were collected and washed with Hank's buffer. Islets were then homogenized with 0.1 M imidazole-HCl buffer (pH 7.1, containing 0.01 mM EDTA). The homogenate was centrifuged at 16,000 x g for 5 min, and the supernatant was used to determine GS activity by the method of Meister (16). The reaction mixture contained in a final volume of 0.5 ml: 50 mM sodium glutamate, 10 mM ATP, 20 mM MgCl2, 125 mM hydroxylamine, and 25 mM 2-mercaptoethanol. The reaction was initiated by the addition of islet or cell extract, and the assay tube was then incubated for 15 min at 37 °C. The reaction was stopped by adding 0.75 ml of FeCl3 solution (2.5% FeCl3 in 1.5 N HCl with 5% trichloroacetic acid). After centrifugation at 3,000 x g the absorbance of the supernatant was read at 535 nm. A tube containing 4 mM MSO was considered as blank. One unit of GS activity was defined as 1 µmol of L-glutamate MaterialsAll chemicals were from Sigma except where indicated otherwise. Data AnalysisAll the data are presented as mean ± S.E. The Student's t test was performed when two groups were compared. One way analysis of variances were used when multiple groups were compared. Differences were considered significant for p < 0.05. To determine the threshold concentration of agents for insulin secretion in ramp perifusion studies, a Student's t test was used to compare the rates of each time point with the baseline insulin secretion rates. The first point that was significantly different from baseline was considered the threshold.
AASIS of SUR/ and Control IsletsWe studied the molecular basis of pancreatic -cell hypersensitivity to amino acids that had been observed in patients with loss of function mutations of the KATP channel by perifusing isolated and cultured islets of SUR1/ and control mice with an amino acid mixture. As shown in Fig. 1 (panel A), SUR1/ islets responded to ramp stimulation by a physiological mixture of 20 amino acids (using an increment of 0.04 mM/min for glutamine and 0.2 mM/min for the other amino acids). Baseline insulin secretion in SUR1/ islets was twice that of control islets. The amino acid mixture increased insulin release nearly 3-fold in SUR1/ islets, while normal islets were not affected by this stimulus. The threshold concentrations at which amino acids induced insulin secretion in SUR1/ islets were about 0.5 mM for glutamine and 3 mM for the 19 other amino acids, i.e. close to the physiological concentrations. The presence of 10 mM glucose did not change the response of SUR1/ islets to the amino acid mixture (data not shown). The effects of the amino acid were also tested in the absence of glutamine, because glutaminolysis is known to increase insulin secretion. Omitting glutamine reduced the effect of the mixture by 60% (Fig. 1, panel A).
As shown in panel B of Fig. 1, in the presence of 10 mM glucose, control islets showed a very sensitive concentration dependent response when stimulated with a ramp of amino acids. The threshold concentrations of amino acids were about 0.2 mM for glutamine and 1.0 mM for the other 19 amino acids when infused as a complete mixture. When glutamine was omitted, the secretory response to the remaining amino acid mixture was delayed by 10 min, and the maximum insulin release was reduced by 60% or more. These results in SUR1/ and control mouse islets suggested a predominant role for glutamine in both AASIS and GSIS. Effects of Glutamine on Insulin Secretion of SUR1/ and Control IsletsSUR1/ and control islets showed striking qualitative and quantitative differences in fuel responsiveness (Fig. 2, AD). SUR1/, but not control islets responded to glutamine ramp stimulation (increasing 0.5 mM/min) with a threshold of about 5 mM (Fig. 2A). A glucose ramp (increasing 0.5 mM/min) was totally ineffective in the SUR1/ islets, but produced the expected stimulation in control islets with a threshold of 56 mM (Fig. 2B). A leucine ramp (increasing 0.5 mM/min) superimposed on 2 mM glutamine caused a 10-fold increase of insulin secretion in control islets, but a much less pronounced response in SUR1/ islets (Fig. 2C). The secretion profile showed an initial dip, i.e. insulin secretion first declined but then recovered back to or slightly above baseline (difference not significant statistically). It is noteworthy that baseline insulin secretion of SUR1/ islets was elevated in all experiments and that 2 mM glutamine augmented basal insulin release even further (2.3 ± 0.06 versus 1.7 ± 0.07 ng/100 islets/min, p < 0.01), consistent with the results of glutamine ramp stimulation. These observations were interpreted to indicate that the apparent activation of SUR1/ islets did not reflect increased glutamine metabolism, but was a direct response to glutamine itself. This conclusion is supported by the greatly reduced leucine sensitivity. This interpretation was further strengthened by the results with a dimethyl-glutamate ramp (increasing 0.5 mM/min) as we noted an initial shallow dip of insulin secretion followed by a slight increase over baseline in SUR1/ islets, but virtually no response in control islets (Fig. 2D). The insulin release profile of dimethyl-glutamate stimulation in SUR1/ islets was comparable to that seen during leucine stimulation: both showed the "dip" phenomenon, apparently an expression of inhibited secretion. These results with glutamine, complemented by the lack of responsiveness to the other fuels suggested that the remarkable effects of glutamine in SUR1/ islets were mediated neither by enhanced glutaminolysis nor via increased glutamate. Instead, the effect appeared to be the direct result of a glutamine-induced signal.
A Role for Elevated [Ca2+]i in Glutamine-stimulated Insulin SecretionSUR1/ islets characteristically showed markedly elevated basal [Ca2+]i compared with controls (Fig. 3, panels AD). Glutamine (10 mM) caused a transient [Ca2+]i rise in SUR1/ but not in control islets (Fig. 3A). Glucose induced a persistent [Ca2+]i rise in control islets, and a dip in [Ca2+]i in SUR1/ islets (Fig. 3B). Leucine (10 mM), superimposed on 10 mM basal glutamine similar with glucose caused a sustained [Ca2+]i rise in control, but not in SUR1/ islets (data not shown). Instead, leucine caused a transient dip of the [Ca2+]i levels in SUR1/ islets, analogous to the dip in the insulin secretion profile produced by leucine plus glutamine (Fig. 2C). These results again suggested that the glutamine effect might not depend on its metabolism. In order to further test this concept we performed studies with 6-diazo-5-oxo-L-norleucine (DON), an inhibitor of glutaminase. DON (40 µM) did not affect the transient [Ca2+]i rise induced by glutamine in SUR1/ islets (Fig. 3C). As shown in panel D of Fig. 3, in the absence of DON, the combination of glutamine and the leucine analogue 2-aminobicyclo-(2,2,1)heptane-2-carboxylic acid (BCH) caused a sustained [Ca2+]i increase in control islets. This effect was completely abolished by 40 µM DON, indicating that this concentration of the inhibitor was sufficient to block the flux from glutamine to glutamate and, thus, limited the substrate for the GDH reaction. These results support the concept that glutamine can directly affect insulin release without being metabolized via glutamate.
Possible Mechanism of Glutamine EffectsFurther experiments were performed to understand the molecular basis of the apparently direct glutamine effect on SUR1/ islets. Fig. 4 (panel A) shows that the mitochondrial poison, sodium azide (4 mM), did not block the glutamine induced elevation of [Ca2+]i, suggesting that the action of glutamine is independent of ATP and does not require glutamine metabolism. Thapsigargin (1 µM), which inhibits sarco/endoplasmic reticulum Ca2+-ATPases (SERCA), increased the basal [Ca2+]i levels in SUR1/ islets even further, but did not interfere with the glutamine effect (Fig. 4, panel B). The calcium channel blocker verapamil (50 µM) lowered [Ca2+]i in SUR1/ islets and inhibited the glutamine effect on [Ca2+]i (Fig. 4, panel C). The glutamine effect is thus conditional: it requires functional calcium channels as well as depolarization of the -cell.
Glyburide Increases Glutamine Sensitivity of Normal -CellsIn order to test the role of glutamine after acute depolarization, glyburide (300 nM) was used to mimic the SUR1/ condition (Fig. 5). Glyburide depolarized -cells and caused elevation of [Ca2+]i in control islets, as expected. Following glyburide treatment, the effects on [Ca2+]i of glutamine, the glutamine/leucine combination, and also glucose were similar to those observed in SUR1/ islets (Fig. 5, panels A and B). Insulin secretion studies confirmed these observations (Fig. 5, panel C): glutamine augmented insulin release, whereas glucose caused a transient dip in the release profile as seen in Ca2+ studies. The glutamine effects in glyburide-depolarized islets were inhibited by the calcium channel blocker nimodipine (5 µM). These results confirmed that -cell depolarization and elevation of [Ca2+]i are required for the direct effects of glutamine on insulin secretion to occur.
Role of Glutamine in GSISSince elevated intracellular calcium appeared to be the critical permissive factor, sensitizing the -cell to glutamine stimulation, exposure of islets to high glucose should also induce a glutamine responsive state. Fig. 6 shows the response of normal islets to a glutamine ramp superimposed on a sustained 10 mM glucose stimulus. Glutamine amplified the second phase of glucose stimulated insulin release about 3-fold. The threshold concentration for glutamine-induced insulin secretion was about 2 mM, which was higher than the threshold for glutamine when the other 19 amino acids were present (compare Fig. 1B and Fig. 6).
We speculated that glutamine, generated endogenously in the -cell, might play a role as a physiological co-factor in GSIS, because it could be synthesized by the enzyme GS under conditions where high glucose provides ample glutamate and ATP as substrates. To test this hypothesis we used the GS inhibitor MSO. As shown in Fig. 7 (panel A), 1 mM MSO decreased the maximal islet responsiveness to a glucose ramp (increasing 0.5 mM/min) by 70%. Buthionine sulfoximine (BSO), a noninhibitory analogue of MSO, caused no inhibition of insulin secretion. The threshold concentration for glucose stimulation was the same for MSO treated and control islets. If the inhibitory effect of MSO on GSIS was due to decreased generation of glutamine, glutamine added back to the perifusate should reverse this inhibition. As shown in Fig. 7 (panel B), 2 and 5 mM glutamine completely reversed the MSO induced inhibition. Finally, an experiment was performed to test whether the non-metabolizable glutamine analogue DON could substitute for glutamine in reversing the MSO inhibition of GSIS. DON (40 µM) was indeed at least as effective as 5 mM glutamine. MSO did not appear to interfere with glucose metabolism, because the islet ATP content was identical after 1 h incubation with glucose (10 mM) and with or without MSO (1 mM) (Table I). However, insulin release was inhibited about 40% by MSO.
Islets Contain Glutamine SynthetaseThese studies suggested that the enzyme GS might be important for GSIS. Western blot analysis and measurement of catalytic activity of GS were performed in cultured control mouse islets, as well as -HC9 cells. GS was clearly expressed in mouse islets and -HC9 cells (Fig. 8). The enzyme activity in cultured mouse islets was 1.9 ± 0.2 units/mg islet protein and 3.3 ± 0.5 units/mg protein in -HC9 cells (p < 0.01). For comparison, using the same assay, mouse brain had GS activity of 5.4 ± 0.5 units/mg protein.
15NH4Cl Flux Studies in Control Mouse IsletsFlux through GS was measured using 15NH4Cl as tracer. Batches of 1,000 control mouse islets were cultured with 10 mM glucose for 3 days and then incubated with 15NH4Cl (300 µM) alone or with 25 mM glucose in the presence or absence of 1 mM MSO. Insulin secretion was inhibited by about 40% with 1 mM MSO present, in agreement with the perifusion studies (Table II). After 2 h of incubation, ammonia in the medium was slightly but significantly (p < 0.05) decreased by glucose, and this decrement was abolished by MSO. These results implied that during GSIS islets consumed ammonia, which probably was incorporated into glutamine. Measurements of critical amino acids in islets supported this interpretation (Table III). In the presence of high glucose cellular aspartate was decreased by 60%. In contrast, glutamine and alanine were elevated, and -aminobutyric acid (GABA) was lowered. Cellular glutamate remained constant. The cellular glutamine pool was small, only 13% of the total amino acid pool.
MSO dramatically changed the concentrations of islets amino acids. The accumulation of glutamate as result of MSO treatment suggested that flux from glutamate to glutamine was inhibited. MSO also prevented the drop of aspartate that was induced by high glucose. Glutamine measurement was confounded because glutamine had the same retention time as MSO in the standard HPLC assay. The collective data support, however, the interpretation that a glucose-induced rise of glutamine was abolished by the GS inhibitor MSO. The data indicate that high glucose primarily increased the production of glutamine and alanine. Under control conditions, glutamine contributed about 16% to the incubation medium amino acid pool, and this percentage increased to 25% in the present of 25 mM glucose. Glucose changed the amino acid pools in both the islets and the incubation medium, but did not substantially change the total amino acid pool size. MSO increased the concentrations of individual amino acids like glutamate and aspartate without affecting the total amino acid pool. Islet GABA was decreased by high glucose and MSO did not interfere with this effect. Glycine, another large fraction of the total amino acid pool, remained unchanged under all the conditions.
The islet 15N amino acid enrichments were less than 5 APE (atom % excess), the detection limit of the GC-MS method for both [15N]glutamate and [15N]aspartate (actual data are therefore not shown). This result indicates that reductive amination of
The marked hypersensitivity to protein or amino acid stimulation of insulin release in children with SUR1/Kir6.2 mutations had posed the question how this phenomenon could be explained mechanistically. The present study shows that isolated pancreatic islets from SUR1 knockout mice respond briskly to a physiological mixture of 20 amino acids even though these islets cannot be stimulated by glucose or by leucine. These findings in islets of this mouse model duplicate precisely the clinical observation in KATP-HI patients, showing the impairments of glucose and leucine stimulated insulin release, but enhanced responsiveness to amino acids. Although SUR1/ mice are not hypoglycemic (12, 13), isolated islets from these animals manifest the features of KATP channel deletion and offer an ideal opportunity to investigate the molecular basis of clinical observation in children with KATP-HI.
Glutamine plays a prominent role in mediating amino acid stimulation of insulin release by SUR1 knockout
The precise mechanism by which glutamine exerts its effects remains to be determined. As noted above, an unlikely factor is glutamate as proposed by Maechler and Wollheim (19). Dimethyl-glutamate is not an effective substitute and MSO, an inhibitor of GS, reduced GSIS even though internal glutamate accumulated significantly and ATP levels were not influenced when the inhibitor was present. The cytosolic glutamate level has many determinants: export of glutamate and
The studies with 15NH4Cl showed that the formation of glutamate by reductive amination of
The interpretation of the present data relies heavily on the use of MSO as an inhibitor of GS. MSO is known to also inhibit other glutamate dependent reactions including the synthesis of Other mechanisms that could be involved in a signaling role of glutamine in insulin secretion need to be considered. Membrane depolarization by the amino acid mixture or by glutamine seems to be an unlikely mechanism to explain the functional effects seen here, because a potassium chloride ramp (rising with a 1 mM increment/min to as high a level as 40 mM) did not increase insulin release in perifused SUR1/ islets in contrast to the effectiveness of this measure in normal islets (24). It is conceivable that increased intracellular sodium is the mediator of the glutamine effect when sodium-dependent transport systems are involved, but this explanation is probably not applicable when glutamine is generated intracellularly during glucose-stimulated release (a condition known to lower intracellular sodium) (25). Furthermore, it seems improbable that the low glutamine threshold levels are associated with a significant rise of intracellular sodium. A clear picture may emerge once more is known about the kinetics of transporters with respect to glutamine, sodium, and the other amino acids. Increased glutamine turnover might also be a factor. It should be remembered that glutamine serves as co-substrate for the synthesis of fructosamine-6-P, asparagine, purines, and pyrimidines that could be critical. In conclusion, the present studies demonstrate a prominent role of glutamine in AASIS and suggest GSIS could be influenced by the changes of internal glutamine. The glutamine effect is observed only when [Ca2+]i is elevated. The glutamine level is determined by the concerted regulation of at least 4 enzymes: PDG, GS, GDH, and AST, with the phosphate potential as the critical regulatory parameter (Fig. 9). These new observations and hypotheses establish a basis for intensive follow-up studies.
* These studies were supported in part by NIDDK, National Institutes of Health Research Grants, RO1 DK 53012, RO1 DK 56268 (to C. A. S.), NIDDK Grant 22122 (to F. M. M.), and National Institutes of Health Grants HD 26979, NS 37915 (to M. Y.) and National Institutes of Health Grant DK 19525 for the RIA and Islets Biology cores. The work was presented in part at the 2003 annual meeting of the American Diabetes Association. The costs of publication of this article were defrayed in part by the payment of page charges. This article must therefore be hereby marked "advertisement" in accordance with 18 U.S.C. Section 1734 solely to indicate this fact. || To whom correspondence should be addressed: Dept. of Biochemistry and Biophysics and Diabetes Center, School of Medicine, University of Pennsylvania, Philadelphia, PA 19104. Tel.: 215-898-1971; Fax: 215-898-2178; E-mail: matsch{at}mail.med.upenn.edu.
1 The abbreviations used are: GSIS, glucose-stimulated insulin secretion; AASIS, amino acid-stimulated insulin secretion; SUR1, sulfonylurea receptor I; KATP channel, ATP-sensitive potassium channel; GDH, glutamate dehydrogenase; GS, glutamine synthetase; AST, aspartate aminotransferase; PDG, phosphate-dependent glutaminase; DON, 6-diazo-5-oxo-norleucine; MSO, methionine sulfoximine; BSO, buthionine sulfoximine; APE, atom % excess; GABA,
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