JBC

HOME HELP FEEDBACK SUBSCRIPTIONS ARCHIVE SEARCH TABLE OF CONTENTS
 QUICK SEARCH:   [advanced]


     


Originally published In Press as doi:10.1074/jbc.M600994200 on March 30, 2006

J. Biol. Chem., Vol. 281, Issue 22, 15064-15072, June 2, 2006
This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow All Versions of this Article:
281/22/15064    most recent
M600994200v1
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Li, C.
Right arrow Articles by Stanley, C. A.
Right arrow Search for Related Content
PubMed
Right arrow PubMed Citation
Right arrow Articles by Li, C.
Right arrow Articles by Stanley, C. A.
Related Collections
Right arrow Papers Of The Week
Social Bookmarking
 Add to CiteULike   Add to Complore   Add to Connotea   Add to Del.icio.us   Add to Digg   Add to Reddit   Add to Technorati  
What's this?

Effects of a GTP-insensitive Mutation of Glutamate Dehydrogenase on Insulin Secretion in Transgenic Mice*{diamondsuit}

Changhong Li{ddagger}, Andrea Matter{ddagger}, Andrea Kelly{ddagger}, Thomas J. Petty{ddagger}, Habiba Najafi§, Courtney MacMullen{ddagger}, Yevgeny Daikhin, Ilana Nissim, Adam Lazarow, Jae Kwagh{ddagger}, Heather W. Collins§, Betty Y. L. Hsu{ddagger}, Itzhak Nissim, Marc Yudkoff, Franz M. Matschinsky§, and Charles A. Stanley{ddagger}1

From the {ddagger}Division of Endocrinology, Division of Child Development and Pediatric Rehabilitation, The Children's Hospital of Philadelphia and §Diabetes Center and Department of Biochemistry and Biophysics, School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania 19104

Received for publication, February 1, 2006 , and in revised form, March 24, 2006.


    ABSTRACT
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 
Glutamate dehydrogenase (GDH) plays an important role in insulin secretion as evidenced in children by gain of function mutations of this enzyme that cause a hyperinsulinism-hyperammonemia syndrome (GDH-HI) and sensitize beta-cells to leucine stimulation. GDH transgenic mice were generated to express the human GDH-HI H454Y mutation and human wild-type GDH in islets driven by the rat insulin promoter. H454Y transgene expression was confirmed by increased GDH enzyme activity in islets and decreased sensitivity to GTP inhibition. The H454Y GDH transgenic mice had hypoglycemia with normal growth rates. H454Y GDH transgenic islets were more sensitive to leucine- and glutamine-stimulated insulin secretion but had decreased response to glucose stimulation. The fluxes via GDH and glutaminase were measured by tracing 15N flux from [2-15N]glutamine. The H454Y transgene in islets had higher insulin secretion in response to glutamine alone and had 2-fold greater GDH flux. High glucose inhibited both glutaminase and GDH flux, and leucine could not override this inhibition. 15NH4Cl tracing studies showed 15N was not incorporated into glutamate in either H454Y transgenic or normal islets. In conclusion, we generated a GDH-HI disease mouse model that has a hypoglycemia phenotype and confirmed that the mutation of H454Y is disease causing. Stimulation of insulin release by the H454Y GDH mutation or by leucine activation is associated with increased oxidative deamination of glutamate via GDH. This study suggests that GDH functions predominantly in the direction of glutamate oxidation rather than glutamate synthesis in mouse islets and that this flux is tightly controlled by glucose.


    INTRODUCTION
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 
Glucose, fatty acids, and amino acids are fuels that stimulate pancreatic beta-cell insulin secretion. Congenital hyperinsulinism (HI),2 a group of disorders arising from mutations of genes encoding beta-cell function, illustrates this basic phenomenon. For instance, gain of function mutations of glucokinase cause HI by lowering the threshold for glucose-stimulated insulin secretion (GSIS) and highlight the role of glucokinase as the glucosensor of the beta-cell (1, 2). Recently a form of HI due to loss of function mutations in the enzyme short-chain 3-hydroxyacyl-CoA dehydrogenase has been identified (36). Although the biochemical mechanisms of short-chain 3-hydroxyacyl-CoA dehydrogenase-HI are unknown, this disorder provides evidence of a role for fatty acid metabolism in insulin secretion. The ATP-dependent potassium channel (KATP), encoded by the sulfonylurea receptor 1 (SUR1) and Kir 6.2, transduces the energy state of the beta-cell. Loss of function mutations in the ATP-dependent potassium channel cause the most common form of HI (KATP-HI) and confirm that the channel plays a key role in triggering insulin release (79). In 1998, we identified mutations of glutamate dehydrogenase (GDH) in children with a dominant form of hyperinsulinism (GDH-HI) and implicated this enzyme as a mediator of leucine-stimulated insulin secretion (LSIS) (1012). GDH-HI mutations impair enzyme sensitivity to allosteric inhibition by GTP and ATP, resulting in a gain of function (10, 13). Amino acid-stimulated insulin secretion is conditional: most amino acids stimulate insulin release only in the presence of glucose (14). Leucine is an exception since glucose inhibits LSIS by elevating the beta-cell phosphate potential (15, 16). Children with GDH-HI have excessive LSIS and protein-induced hypoglycemia (17, 18). Extension of these clinical observations to in vitro studies in isolated rat islets indicates that GDH serves as a pace maker for amino acid-stimulated insulin secretion and mediates glucose regulation of amino acid-stimulated insulin release (15, 16).

One of the GTP binding defects in GDH mutations is H454Y, which causes significant perturbations in enzyme kinetics and manifests clinically as a severe form of GDH-HI (10, 12, 13, 19). Specific expression of the GDH H454Y mutation in beta-cell was employed to improve our understanding of the role of GDH in both amino acid- and glucose-stimulated insulin secretions.


    EXPERIMENTAL PROCEDURES
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 
Generation of Transgenic Mice—Two constructs were designed and were identical with the exception of a 1-nucleotide base change that either preserved the wild-type human GDH sequence or caused the H454Y mutation in GDH. The construct used the rat insulin promoter (obtained from Dr. Mark A. Magnuson) to drive beta-cell-specific transcription of the human GDH cDNA sequence. The human growth hormone (huGH) genomic DNA sequence (received from Dr. Mark A. Magnuson) was used to stabilize the construct. The constructs were microinjected into fertilized eggs of B6SJLF1 mice, and the eggs were then transferred into the oviducts of pseudopregnant females (Transgenic & Chimeric Mouse Facility, University of Pennsylvania School of Medicine). The resulting offspring were genotyped by PCR using specifically designed primers (described below), which targeted the transgene, the transgene insert was sequenced to confirm completeness, and the offspring were crossed with C57BL/6 mice. F1 offspring were genotyped by the same method and founder lines chosen.

DNA Analysis—Mouse-tail DNA was extracted by phenol/chloroform/isoamyl alcohol (1:1:24). PCR analysis was performed using primers that flanked the GDH-huGH junction of the transgene (5'-GCGCACAGCCATGAAGTA-3') and (5'-AGAGCAAGAGGCCAGCAC-3'), as well as with a separate set that amplified only within huGH (5'-TTCATTTCCCCTCGTGAATC-3') and (5'-GTGAAACCCCGTCTCTACA-3'). The entire construct was sequenced using overlapping primer sets (sequences available upon request).

Blood Glucose and Weight Comparisons—Mice were weighed and blood glucose was measured monthly from 4 to 20 weeks after birth to obtain data on 20 mice (10 males, 10 females) from each transgenic line and their corresponding normal littermates.

Mouse Islet Preparation and Insulin Secretion—Islets were isolated by collagenase digestion and cultured with 10 mM glucose in RPMI 1640 medium (Sigma) for 3 to 4 days. The culture medium was supplemented with 10% fetal bovine serum, 2 mM glutamine, and 100 units/ml penicillin, 50 µg/ml streptomycin, and islets were incubated at 37 °C in a 5% CO2/95% air, humidified incubator. 100 islets were loaded onto nylon filters in a small chamber and perifused in Krebs-Ringer bicarbonate buffer (KRBB) (115 mmol/liter NaCl, 24 mmol/liter NaHCO3, 5 mmol/liter KCl, 1 mmol/liter MgCl2, 2.5 mmol/liter CaCl2, 10 mmol/liter 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. Samples were collected every minute for insulin assay. Insulin was measured by radioimmunoassay.

GDH Enzyme Assay—Islets were isolated from individual mice and then homogenized in 100 µl phosphate homogenization buffer (20 mM phosphate, 1 mM EDTA, 1% Triton X-100, pH 7.2). GDH activity measurements were carried out with an enhanced fluorescence method described previously (20). The reaction buffer contained 35 mM imidazole base, 15 mM imidazole HCl, 100 µM NADH, 2 mM {alpha}-ketoglutarate, 25 mM ammonium acetate, pH 7.4. An aliquot of islet extract was added to start the reaction, which proceeded for 60 min at room temperature in a final volume of 100 µl. 200 µM ADP was included in the reaction to give the maximum GDH activity. Different concentrations of GTP were added to determine the GTP inhibition curve. The reaction was terminated by adding 10 µl of 1 N HCl and incubated at room temperature for 10 min to destroy excess NADH. 1 ml of 6 N sodium hydroxide and 10 mM imidazole base was then added and incubated for 20 min at 60 °C. After samples cooled to room temperature, they were read on a fluorometer (Perkin Elmer Wallac Victor2). Control experiments with purified H454Y huGDH used a preparation of enzyme expressed in Escherichia coli as described previously (13).

Cytosolic Free Ca2+ Measurement—Islets were isolated and cultured on poly-L-lysine-coated glass coverslips under the same condition as described above. Perifusion procedures and cytosolic-free Ca2+ ([Ca2+]i) measurements were described previously (15, 21). After incubation with fura-2 acetoxymethylester (Molecular Probes, Eugene, OR), islets were perifused with KRBB at 37 °C at a flow rate of 2 ml/min, while various treatments were applied. [Ca2+]i was measured every 10 s by dual wave length fluorescence microscope (Attofluor).

ATP and ATP/ADP Ratio Assays—Batches of 100 cultured islets were preincubated with glucose-free KRBB for 60 min, then submitted to different treatments for another 60 min, including exposure to 10 mM glutamine and a 4 mM physiological amino acids mixture (AAM, 3.5 mM of 18 amino acids plus 0.5 mM glutamine). The composition of the AAM (21), sample preparation, and ATP assays were described previously (16). The ATP/ADP ratio was measured following published procedures (20); in brief, ADP was converted to ATP by pyruvate kinase using phosphoenol pyruvate as substrate, and the ATP/ADP ratio was calculated by the luminescence reading in the absence of pyruvate kinase (ATP) and the difference that was recorded in the absence and presence of pyruvate kinase (ADP).

Studies with [2-15N]Glutamine in Isolated Islets—Batches of 1,000 cultured islets were preincubated with unlabeled 10 mM glutamine in KRBB for 60 min at 37 °C, then incubated with different treatments for another 60 min, in 10 mM [2-15N]glutamine (Cambridge Isotope Laboratories, Inc., Andover, MA). In addition to the control condition, islets were incubated with 10 mM leucine, 25 mM glucose, and the combination of 10 mM leucine and 25 mM glucose (10 mM leucine/25 mM glucose). After incubation, the supernatant was used to determine total ammonia, insulin, and [15N]ammonia enrichment. 200 µl of 6% perchloric acid was added to the islet pellet, homogenized, then neutralized to pH 7.0 with 1 M K2CO3 and centrifuged to remove potassium perchlorate precipitate. The supernatant was then used for determination of amino acid concentrations as well as 15N enrichments. Details on the analysis of amino acids, ammonia, and 15N enrichments (atom percent excess, APE) were described previously (16, 21).

Studies with 15NH4Cl—Batches of 1,000 cultured islets were preincubated with glucose-free KRBB for 60 min, then incubated with 300 µM 15NH4Cl (Cambridge Isotope Laboratories, Inc.) for another 120 min; in addition, islets were incubated with 10 mM 2-amino-2-norbornane carboxylic acid (BCH), 25 mM glucose and the combination of 10 mM BCH and 25 mM glucose (10 mM BCH/25 mM glucose). After incubation, the supernatant was used to measure total ammonia, insulin, and the amino acid concentrations. The perchloric acid extract of the islets was then used for determination of amino acid concentrations as well as 15N enrichments.

Materials—All chemicals were from Sigma except those indicated otherwise.

Data Analysis—All data are presented as mean ± S.E. Student t tests were performed when two groups were compared. One-way analysis of variances was used, followed by the Bonferroni test when multiple groups were compared. Survival rates of mice were compared using {chi}2. Differences were considered significant when p < 0.05. The determination of the threshold for a rise in insulin secretion during a ramp perifusion design was described previously (16, 21).

Calculations of Stable Isotope Studies—The accumulation of 15N-labled metabolites was calculated as the product of their isotopic enrichment (APE) multiplied by concentration (nmol/1,000 islets). Formula production (Formula) was calculated according to the equation: Formula. Flux through GDH was calculated from total Formula and 15N enrichment and also included the unlabeled glutamate and aspartate pools, according to the equation: Formula. The sum of GDH flux plus the concentrations of [15N]aspartate and [15N]glutamate provided a measure of flux through phosphate-dependent glutaminase (PDG).


    RESULTS
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 
Generation of Transgenic Mice Expressing H454Y huGDH—Two lines of H454Y huGDH, TG-1 and TG-2, and one line of wild-type huGDH transgenic mice were generated. All three lines of transgenic animals yielded normal litter sizes. As shown in Fig. 1, body weights for both male and female mutant and wild-type huGDH transgenic mice were similar to those of their littermates. Random blood glucose concentrations were consistently lower in TG-1 mice after 12 weeks of age compared with controls (Fig. 1). TG-2 mice had low blood glucose concentrations by 4 weeks of age and were more severely hypoglycemic than TG1 mice. Hypoglycemia presumably impaired survival of both TG1 and TG2 lines compared with wild type. At 1 month, survival was 35% in TG1 and 33% in TG2 compared with 49% in wild-type and normal littermates (p < 0.01). At 4 months, survival rates were similar in TG1 and wild-type lines but further declined to 26% in TG2 (versus TG1, p < 0.05). Because of persistent hypoglycemia, both H454Y huGDH transgenic lines were difficult to breed. This was particularly true for TG2 mice, and only a limited number of studies could be carried out in this line before it could no longer be maintained.


Figure 1
View larger version (22K):
[in this window]
[in a new window]
 
FIGURE 1.
Effect of the huGDH transgene on growth and blood glucose concentrations. The changes of mouse body weight are shown in the upper panel and random blood glucose levels in the lower panel, from 4 to 20 weeks of age. Solid squares, wild-type huGDH transgenic mice; open squares, normal control littermates. Solid diamonds, H454Y huGDH transgenic mice (line 1); open diamonds, normal control littermates. Solid circles, H454Y huGDH transgenic mice (line 2); open circles, normal control littermates. Data represent mean ± S.E.; n = 10. Compared with normal control littermates: a, p < 0.01; b, p < 0.05.

 
Mutant huGDH Enzyme Activity in Islets—To demonstrate that the huGDH transgenes were expressed in islets, GDH enzyme activity and sensitivity to inhibition by GTP were measured in homogenates of isolated islets from the three transgenic lines. Assays were done in the presence of 200 µM ADP to achieve maximal basal GDH activity and avoid possible influences of allosteric effectors carried over in the preparation of tissues. Results of measurements of enzyme activities in homogenates of whole pancreas were not different between controls and the transgenic lines (data not shown). As shown in Table 1, total GDH activity in isolated islets was slightly increased in wild-type huGDH transgenic mice but was increased to two times that of normal controls in TG1 and to three times normal in TG2 mice indicating high levels of transgene expression in these two lines. Fig. 2 compares the GTP inhibition curves for GDH enzyme activity in islets from the transgenic lines and control mice. For comparison, the inhibition curve for purified H454Y huGDH is also shown. Inhibition of GDH enzyme activity by GTP in islets from wild-type huGDH transgenic mice was similar to that of normal control mice. In contrast, islet GDH from TG1 showed a right shift in the GTP inhibition curve with ~10% of total activity uninhibitable at 100 µM GTP. In the more severely affected TG2 transgenic mice, the GTP inhibition curve was shifted even further to the right very close to that of purified H454Y huGDH and about 45% of the total activity was uninhibited by 100 µM GTP. These results demonstrated that the mutant H454Y huGDH transgene was highly expressed in islets from the TG1 line and that expression was even greater in the TG2 line.


View this table:
[in this window]
[in a new window]
 
TABLE 1
Maximal GDH activity in normal and transgenic islets

 


Figure 2
View larger version (20K):
[in this window]
[in a new window]
 
FIGURE 2.
GDH enzyme kinetics in isolated islets from transgenic mice. Islets were isolated from normal, wild-type, and two lines of huGDH transgenic mice, the GDH enzyme activity was maximally stimulated by 200 µM ADP, and the dose-dependent inhibition by GTP was then measured. Measurements were made with islets isolated from single mice and repeated four times.

 
Glucose- and Leucine-stimulated Insulin SecretionFig. 3 shows the responses of isolated islets from the mutant H454Y huGDH transgenic mice to glucose and leucine stimulation. As shown in A, base-line insulin secretion in TG1 mouse islets was initially elevated compared with normal control islets (0.9 ± 0.04 ng/100 islets/min versus 0.4 ± 0.003 ng/100 islets/min, p < 0.001) and declined close to that of normal after 50 min of glucose- and amino acid-free perifusion. The threshold for GSIS was higher in TG1 islets than control islets (10 versus 6mM), and total GSIS was significantly lower than controls in the time interval of 50–100 min (116 ± 3 versus 87 ± 6 ng/100 islets, p < 0.05). The response to glucose ramp stimulation was similar in wild-type huGDH transgenic and normal mouse islets (data not shown).


Figure 3
View larger version (36K):
[in this window]
[in a new window]
 
FIGURE 3.
Effects of H454Y huGDH transgene on glucose- and leucine-stimulated insulin secretion. Isolated islets from normal control mice (open triangles) and TG1 mice (solid diamonds) were cultured with 10 mM glucose for 3 days and then perifused with a glucose ramp (A, 0–25 mM, 0.5 mM/min) and a leucine ramp (B, 0–25 mM, 0.5 mM/min, with 2 mM glutamine present) and finally exposed to 30 mM KCl. Results are presented as mean ± S.E. from three separate perifusions.

 
Fig. 3B shows the response of TG1 islets to leucine ramp stimulation. Glutamine (2 mM) further enhanced insulin secretion in TG1 islets (4.4 ± 0.1 versus 0.9 ± 0.04 ng/100 islets/min, p < 0.01). TG1 islets were more sensitive than control islets to leucine ramp stimulation (threshold: 1 versus 4 mM). After subtracting base-line insulin release, total insulin secretion in TG1 islets during the period from 50 min to 100 min was not significantly different from normal islets (314 ± 124 ng/100 islets versus 169 ± 42 ng/100 islets, p > 0.05). The insulin responses to depolarization with KCl were not different in islets from the TG1 line compared with islets from control littermates. Wild-type transgenic mouse islets showed responses to leucine ramp stimulation similar to that of normal mouse islets (data not shown).

Glutamine, AAM-stimulated Insulin Secretion, and Intracellular Calcium Responses—Since 2 mM glutamine appeared to cause an increase in base-line insulin secretion in islets from the H454Y huGDH transgenic mice but not from control littermates (Fig. 3), we examined the responses to a glutamine ramp alone. As shown in Fig. 4A, both TG1 and TG2 islets responded to glutamine ramp stimulation. In contrast, there was no response to glutamine alone by islets from normal mice and from wild-type huGDH transgenic mice (data not shown). As shown in Fig. 4A, TG2 islets were more sensitive to glutamine than TG1 islets, a finding consistent with the enzymatic data showing that GDH from TG2 islets was less sensitive to GTP inhibition than GDH from TG1 islets. Inhibition of glutaminase by 6-diazo-5-oxo-L-norleucine (DON), the enzyme responsible for deamination of glutamine to glutamate, completely abolished TG1 islet responsiveness to glutamine stimulation.


Figure 4
View larger version (39K):
[in this window]
[in a new window]
 
FIGURE 4.
Effects of the H454Y huGDH transgene on amino acids mixture and glutamine stimulated insulin secretion. Isolated islets from normal control mice (open triangles), TG1 mice (solid diamonds), and TG2 mice (solid circles) were cultured with 10 mM glucose for 3 days and then perifused with a glutamine ramp (A, 0–25 mM, 0.5 mM/min) and an AAM ramp (B, 0–10 mM 18 of the AAM plus 2 mM glutamine, with an increment of 0.2 and 0.04 mM/min, respectively). TG1 mouse islets were perifused with 40 µM DON (gray diamonds). Finally, islets were exposed to 30 mM KCl. The inset panel displays the perifusion period of 40–70 min. Results are presented as mean ± S.E. from three separate perifusions (one for TG2 islets).

 
As shown in Fig. 4B, TG1 islets had enhanced insulin release in response to exposure of a complete mixture of amino acids, whereas islets from control littermates was insensitive to an amino acid ramp. The maximum insulin release by TG1 islets caused by the AAM stimulation was similar to that achieved by glutamine alone, suggesting that glutamine was responsible for most of the effect of the mixture of amino acids.

To confirm the above observations, the response of islet intracellular calcium concentrations ([Ca2+]i) to glutamine was measured dynamically by fluorescent microscopy. As shown in Fig. 5A, 10 mM glutamine alone caused an increase of [Ca2+]i in TG2 islets but not in normal control islets. DON at 40 µM totally blocked this effect of glutamine. Similar results were obtained with islets from TG1 mice (B). These observations confirm that the stimulatory effect of glutamine on islets expressing the H454Y huGDH transgene depends on its conversion to glutamate, which can then be used as substrate for oxidation via GDH.

Changes of the ATP/ADP Ratio and Insulin Release—To directly assess the effect of the H454Y mutation on high energy phosphate generation in islets, we measured the ATP/ADP ratios and insulin release in batches of TG1 and control islets incubated for periods of 1 h (n = 6). In the absence of added substrates, TG1 islets had an increased basal ATP/ADP ratio (4.4 ± 0.4 versus 2.8 ± 0.2, p < 0.05) and also showed a slightly increased basal insulin secretion (77 ± 26 versus 59 ± 13 ng/100 islets/h, not significant). In the presence of 10 mM glutamine, compared with control islets, TG1 islets also had a higher ATP/ADP ratio (5.3 ± 0.3 versus 3.3 ± 0.4, p < 0.05) and increased insulin release (350 ± 24 versus 109 ± 33 ng/100 islets/h, p < 0.05). Exposure to the 4 mM AAM also stimulated insulin release in TG1 more effectively than in control islets (180 ± 22 versus 89 ± 33 ng/100 islets/h, p < 0.05) and resulted in a trend toward a higher ATP/ADP ratio (3.7 ± 0.5 versus 2.8 ± 0.6, not significant). Insulin content was similar in TG1 and control islets. These results are consistent with the concept that the H454Y gain of function mutation of GDH stimulates insulin release by increased oxidative flux through the enzyme generating elevated ratios of ATP to ADP both in the basal state and when exposed to the substrate precursor of the enzyme, glutamine.


Figure 5
View larger version (32K):
[in this window]
[in a new window]
 
FIGURE 5.
Effects of the H454Y huGDH transgene on [Ca2+]i in isolated islets. Isolated islets from normal control mice, TG1 mice, and TG2 mice were cultured on coverslips with 10 mM glucose for 3 days. [Ca2+]i was continually measured by fura-2 fluorescence in response to glutamine with or without DON present. The sequence and concentrations of additions are shown in the figure. Representative experiments are displayed. All studies were repeated three times with comparable results.

 
[2-15N]Glutamine Tracer Studies—The above studies suggested that the H454Y huGDH gain of function mutation enhances insulin release by stimulating glutaminolysis (glutamine -> glutamate -> {alpha}-ketoglutarate) thus increasing flux into the tricarboxylic acid cycle. To directly examine the effects of the mutation on flux through GDH, stable isotope studies were carried out using [2-15N]glutamine to trace its conversion to [2-15N]glutamate via glutaminase and subsequently to [15N]ammonia via deamination of glutamate in the GDH reaction.

As shown in Table 2, in the presence of 10 mM [2-15N]glutamine, basal insulin secretion, ammonia production, [15N]ammonia APE, and flux through GDH and glutaminase were all greater in islets from TG1 mice compared with normal mouse islets. In control islets, 10 mM leucine induced a 12-fold increase in insulin release, accompanied by increased rates of ammonia production and a 3-fold stimulation of flux through GDH. Leucine increased rates of insulin secretion and ammonia production in TG1 islets to approximately the same levels as in controls, suggesting that these values were close to maximal. Note that flux through GDH remained higher in TG1 islets, consistent with the high levels of GDH expression described above (Table 1 and Fig. 1). (The apparent reduction in PDG flux associated with leucine stimulation of TG1 islets most likely reflects a dilution effect of the leucine {alpha}-amino nitrogen.) Although the experiment was only performed once due to the difficulty of breeding this line, islets from TG2 transgenic mice showed an exaggeration of the trends seen with islets from TG1 mice. Note that leucine did not increase flux through GDH in the TG2 islets, consistent with the greater expression of mutant GDH in this line such that GDH flux reached its maximum with 10 mM glutamine alone.


View this table:
[in this window]
[in a new window]
 
TABLE 2
Insulin secretion, ammonia production and 15N enrichment, and flux through GDH and PDG in normal, TG1, and TG2 mouse islets

Data: mean ± S.E., n = 3.

 
Effects of Glucose on GDH Flux—Consistent with the perifusion studies (Fig. 2), additional studies of GSIS revealed that the presence of the H454Y huGDH transgene did not result in greater insulin release compared with control islets (Table 2). In both normal and transgenic islets glucose inhibited ammonia production, 15N enrichment of ammonia, PDG flux, and GDH flux. Leucine was unable to override this inhibitory effect of glucose.

As shown in Table 3, approximately half of the intracellular glutamate and aspartate pools were 15N-labeled under basal conditions with 10 mM [2-15N]glutamine alone. The 15N enrichments of glutamate and aspartate were decreased in the presence of leucine, which, as noted above, reflects the contribution of unlabeled nitrogen from leucine through transamination. Glucose did not alter the 15N enrichment of the two amino acids in either the transgenic or normal islets.


View this table:
[in this window]
[in a new window]
 
TABLE 3
15N enrichment and 15N concentration of glutamate and aspartate in islets from normal, TG1, and TG2 mice

 
Intracellular amino acid concentrations in islets from control and TG1 and TG2 transgenic mice are shown in Table 4. Apart from glutamine present in the incubation, glutamate and aspartate were the predominant intracellular amino acids. Aspartate levels were decreased by leucine, glucose, and the combination of leucine and glucose treatment in normal islets, and a similar effect was seen in islets from the TG1 mice. Intracellular glutamate concentrations remained largely unchanged under all conditions, reflecting the constant supply of glutamine. Alanine was increased by glucose in both normal mouse islets and H454Y huGDH transgenic islets, reflecting the transamination reaction from pyruvate to alanine. During stimulation with 10 mM leucine, as expected, intracellular leucine was very high and glutamine level was reduced.


View this table:
[in this window]
[in a new window]
 
TABLE 4
Intracellular amino acid concentrations in normal, TG1 and TG2 mouse islets incubated with 10 mM glutamine (nmol/1,000 islets)

GABA, {gamma} -aminobutyric acid.

 
Studies with 15NH4Cl to Measure Reverse Flux through GDH—As noted above, the insulin response of TG1 islets to glucose stimulation was not greater than that of controls. Since it has been suggested that GSIS may involve reversal of the GDH reaction to generate glutamate from ammonia and {alpha}-ketoglutarate, the transgenic islets provided an opportunity to evaluate the effect of increased GDH activity on flux in the reductive amination direction. Islets were incubated with 300 µM [15N]ammonia to trace 15N flux into the amino nitrogen of glutamate and other amino acids. As shown in Table 5, in the presence of 300 µM 15NH4Cl, glucose stimulated similar amounts of insulin release from control and TG1 islets. Addition of the leucine analog, BCH, to activate GDH did not stimulate insulin release in the presence of ammonia alone in control islets. Ammonia concentration in the media was lower in the presence of glucose and did not decrease with addition of BCH.


View this table:
[in this window]
[in a new window]
 
TABLE 5
Insulin secretion and media ammonia concentration in normal and TG1 islets incubated with 300 µM 15NH4Cl

Control: islets incubated with 300 µM 15NH4Cl. NA, not available.

 
Table 6 shows the amino acid levels in islets from control and TG1 mice after incubation with 300 µM 15NH4Cl. Media concentrations of amino acids were very low (1–10 nmol/liter) and remained essentially unchanged with the various incubations (data not shown). As seen previously with islets incubated with glutamine, glutamate and aspartate were the predominant intracellular amino acids. TG1 islets had lower levels of glutamate and aspartate than normal islets, consistent with increased oxidation through GDH. Glucose decreased islet aspartate and increased alanine levels. Glucose increased islet glutamate in normal islets, consistent with either inhibition of oxidation through GDH or increased reductive amination. However, glucose did not increase glutamate to a greater extent in TG1 compared with normal islets, suggesting that the increase reflected inhibition of oxidative deamination rather than stimulation of amination. Addition of the GDH activator, BCH, lowered glutamate during control incubations of normal islets but did not potentiate the increase in glutamate caused by glucose in these islets. These results suggested that, even in the presence of a supraphysiologic concentration of ammonia, the effect of increased GDH activity by either the H454Y transgene or by BCH stimulation was to increase glutamate oxidation rather than its synthesis. When the incorporation of [15N]ammonia into intracellular and extracellular amino acids was examined, the only detectable increase noted was in alanine (maximum value, 1.6 APE). The 15N isotopic enrichments of glutamate, aspartate, and glutamine were all below the limit of detection by gas chromatography-mass spectrometry. For purposes of estimating the possible rate of incorporation of ammonia into glutamate by reductive amination through GDH, we presumed that glutamate, aspartate, and alanine were in equilibrium with a 15N enrichment of 1.6 APE. Based on this assumption, the maximum GDH flux from ammonia to glutamate in islets incubated with 25 mM glucose and 300 µM ammonia was estimated to be only 0.2 nmol/1,000 islets/2 h. This value was less than 0.5% of the flux through GDH in the deamination direction (Table 2), indicating that, in mouse islets, the GDH reaction operates predominantly in the direction of oxidative deamination.


View this table:
[in this window]
[in a new window]
 
TABLE 6
Intracellular concentrations of amino acids in islets incubated with [15N]ammonia (nmol/1,000 islets) in the absence of exogenous glutamine

ND, not detectable; NA, not available, assay interfered from BCH.

 

    DISCUSSION
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 
The results of these studies in mouse islets expressing the H454Y GTP-insensitive mutation of human GDH confirm clinical observations in affected children, which suggest that increased GDH activity is responsible for excessive insulin secretion in GDH-HI (11, 12, 22). Transgenic mice expressing mutant huGDH had spontaneous hypoglycemia that was severe enough to compromise both survival and fertility. Cultured isolated islets from these mice demonstrated increased insulin secretion when exposed to glutamine, a source of intracellular glutamate, and had increased sensitivity to leucine but not to glucose. The results of 15N-labeled glutamine and ammonia tracer studies support the concept that, although GDH catalyzes a readily reversible reaction in vitro, flux through GDH in intact islet cells is predominantly in the direction of oxidative deamination under conditions of both amino acid- and glucose-stimulated insulin secretion.

Our data indicate that the GDH gain of function mutation results in persistently increased rates of glutamate oxidation. Enhanced glutamate oxidation can then activate the triggering pathways of insulin release by raising the ATP/ADP ratio to cause closure of the KATP channel. Interestingly, the phenotype of hypoglycemia is much more severe in these mice with the gain of function mutant GDH transgene than in sulfonylurea receptor knock-out (SUR1–/–) mice with complete absence of the beta-cell plasma membrane KATP channel (23, 24). This difference in phenotype may depend upon the chronically elevated ATP/ADP ratio that is present in the GDH transgenic but not in the SUR1–/– mice; this chronically elevated ATP/ADP ratio potentiates insulin release triggered by closure of the KATP channel at steps distal to membrane depolarization. This mechanism of KATP channel-independent insulin release has been termed the "amplification" pathway, as opposed to the "triggering" pathway initiated by KATP channel closure (25). In children affected with these two forms of hyperinsulinism, hypoglycemia is usually less aggressive in those with GDH than in those with KATP mutations (7, 9, 12), although both types can result in seizures and permanent brain damage (9, 26).

It should be noted that the two strains of mice expressing the H454Y human GDH transgene are not exact replicates of the human disorder caused by these mutations. In affected children, wild-type and mutant GDH are probably expressed in equal amounts and form heterohexamers in which cooperative interactions between subunits determine overall enzyme responsiveness to allosteric inhibition (13). In contrast, the transgenic mice appeared to express a disproportionately large amount of mutant compared with wild-type GDH in their isolated islets. The GTP inhibition curve for GDH from islets of the TG1 mice was right-shifted about one-half log10 and was almost parallel to that of wild-type GDH. This pattern is similar to that of lymphoblast GDH from affected children (10, 13). This suggests that monomers of mutant human GDH in the transgenic islets were able to form heterohexamers with the endogenous mouse enzyme and that there was cooperativity between the human and mouse monomers, similar to what occurs in affected children. The levels of transgene expression in the TG2 line, however, appeared to greatly exceed that of the endogenous enzyme, leading to substantial amounts of uninhibitable GDH activity. Compared with affected heterozygous children, the degree of impairment in GDH regulation is probably similar in the TG1 line, but the TG2 line more closely resembles the situation of homozygosity for the GDH gain of function mutations.


Figure 6
View larger version (19K):
[in this window]
[in a new window]
 
FIGURE 6.
Regulation of the key enzymes of the glutamine-glutamate-{alpha}-ketoglutarate axis. When the intracellular phosphate potential is low, leucine or BCH activate GDH and cause increased flux from glutamine to glutamate via PDG, and to {alpha}-ketoglutarate via GDH, finally generating ATP to trigger insulin release. DON inhibits this process by blocking PDG. During glucose-stimulated insulin secretion, GTP and ATP block GDH and inhibit leucine or BCH stimulated insulin secretion. Methionine sulfoximine (MSO) blocks glutamine generation by inhibiting glutamine synthetase (GS) (21).

 
The present results are consistent with the suggestion by Sener and Malaisse (27) that leucine and its non-metabolizable analog, BCH, act to stimulate insulin secretion by allosterically stimulating GDH activity to increase energy production through oxidation of glutamate. Leucine may also contribute to insulin secretion by direct oxidation via {alpha}-ketoisocaproate (16). The results in transgenic mice are consistent with our previous observations in rat islets suggesting that flux through GDH runs in the direction of oxidative deamination and that this flux is stimulated by leucine and suppressed by glucose (16). In the present study, the expression of a mutant GDH with impaired sensitivity to inhibition by GTP led to increased rates of oxidation of glutamine through glutamate and {alpha}-ketoglutarate. Under the conditions used in the present study and in the previous studies in normal rat islets, flux in the direction of glutamate formation by reductive amination was estimated to be no greater than 1% of flux toward oxidative deamination.

Maechler and Wollheim (28) have suggested that GDH is involved in GSIS by generating glutamate from {alpha}-ketoglutarate to enhance release of insulin from storage vesicles. Under the conditions used, we did not observe any evidence for such a reversal of flux through GDH. In both normal and transgenic mouse islets in the present experiments, glucose stimulation of insulin release was associated with a suppression of flux through GDH, consistent with the well known allosteric inhibitory effect of GTP and ATP on activity of the enzyme (13, 22, 29). We have previously presented evidence suggesting that glutamine, generated from glutamate by ATP in the glutamine synthetase reaction, contributes to GSIS by amplifying insulin release distal to elevations of cytosolic calcium (21). Interestingly, in the present study with both islet perifusion and batch incubations, transgenic islets with increased GDH activity appeared to be less, rather than more, responsive to glucose stimulation. This might reflect an effect of the increased oxidative flux through GDH to reduce levels of glutamate within the islets and, thus, limit the capacity for generating glutamine during exposure to glucose. It should be noted that our data do agree with the observation by Maechler and Wollheim (28), in which glucose increases glutamate level; however, our results suggest that this occurs through transamination rather than the GDH reaction.

The results of the present study, our previous study in isolated rat islets (16), and clinical information on children with hyperinsulinism due to H454Y and similar mutations of GDH (1113) indicate that four enzymes (GDH, PDG, aminotransferases, and glutamine synthetase) are central to the regulation of insulin secretion by amino acids and to integrating the effects of amino acids with those of glucose and other fuels. As shown in Fig. 6, the activities of four of these enzymes are responsive to changes in cellular phosphate potential, in addition to the positive allosteric effects of leucine on GDH. Following a high protein feeding, leucine serves as an indicator of increased amino acid supply and activates oxidation of amino acids through transamination to glutamate and then into the tricarboxylic acid cycle via GDH to increase the ATP/ADP ratio and trigger insulin release. This pathway can be activated in the absence of glucose when the phosphate potential is low (15, 16), since a low ATP/ADP ratio increases glutaminolysis through PDG and also sensitizes GDH to stimulation by leucine. During GSIS, the increased ATP/ADP ratio leads to inhibition of both PDG and GDH but activates the glutamine synthetase reaction to generate glutamine (21).

In conclusion, we successfully generated a mouse model expressing a GDH gain of function mutation that has a hypoglycemia phenotype and have confirmed that the H454Y mutation is disease causing. Our study of isolated islets from these mice shows that stimulation of insulin release either by the H454Y GDH mutation or by leucine activation is associated with increased oxidative deamination of glutamate via GDH. The results indicate that GDH functions predominantly in the direction of glutamate oxidation rather than glutamate synthesis in mouse islets and that this flux is tightly controlled by glucose.


    FOOTNOTES
 
* This work was presented in part at the 62nd and the 64th scientific sessions of American Diabetes Association. This work was supported in part by National Institutes of Health (NIH) Grants DK53012 and DK56268 (to C. A. S.), DK22122 (to F. M. M.), HD26979 and NS37915 (to M. Y.), DK53761 (I. N.), Lawson Wilkins Clinical Scholar Award and NIH K12 DK63682 (to A. K.). Additional support was provided by the Radioimmunoassay and Islet Core of Diabetes Research Center of the University of Pennsylvania School of Medicine (NIH Grant DK19525). 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. Back

{diamondsuit} This article was selected as a Paper of the Week. Back

1 To whom correspondence should be addressed: Division of Endocrinology, The Children's Hospital of Philadelphia, 34th St. and Civic Center Blvd., Philadelphia, PA 19104. Tel.: 215-590-3420; Fax: 215-590-1605; E-mail: stanleyc{at}e-mail.chop.edu.

2 The abbreviations used are: HI, hyperinsulinism; GDH, glutamate dehydrogenase; PDG, phosphate-dependent glutaminase; BCH, 2-amino-2-norbornane-carboxylic acid; TG1, H454Y huGDH transgenic line 1; TG2, H454Y huGDH transgenic line 2; GSIS, glucose-stimulated insulin secretion; LSIS, leucine-stimulated insulin secretion; huGH, human growth hormone; KRBB, Krebs-Ringer bicarbonate buffer; AAM, amino acids mixture; APE, atom percent excess; DON, 6-diazo-5-oxo-L-norleucine. Back



    REFERENCES
 TOP
 ABSTRACT
 INTRODUCTION
 EXPERIMENTAL PROCEDURES
 RESULTS
 DISCUSSION
 REFERENCES
 

  1. Gloyn, A. L., Noordam, K., Willemsen, M. A., Ellard, S., Lam, W. W., Campbell, I. W., Midgley, P., Shiota, C., Buettger, C., Magnuson, M. A., Matschinsky, F. M., and Hattersley, A. T. (2003) Diabetes 52, 2433–2440[Abstract/Free Full Text]
  2. Matschinsky, F. M. (1996) Diabetes 45, 223–241[Abstract]
  3. Clayton, P. T., Eaton, S., Aynsley-Green, A., Edginton, M., Hussain, K., Krywawych, S., Datta, V., Malingre, H. E., Berger, R., and van den Berg, I. E. (2001) J. Clin. Invest. 108, 457–465[CrossRef][Medline] [Order article via Infotrieve]
  4. Eaton, S., Chatziandreou, I., Krywawych, S., Pen, S., Clayton, P. T., and Hussain, K. (2003) Biochem. Soc. Trans. 31, 1137–1139[Medline] [Order article via Infotrieve]
  5. Molven, A., Matre, G. E., Duran, M., Wanders, R. J., Rishaug, U., Njolstad, P. R., Jellum, E., and Sovik, O. (2004) Diabetes 53, 221–227[Abstract/Free Full Text]
  6. Hussain, K., Clayton, P. T., Krywawych, S., Chatziandreou, I., Mills, P., Ginbey, D. W., Geboers, A. J., Berger, R., van den Berg, I. E., and Eaton, S. (2005) J. Pediatr. 146, 706–708[CrossRef][Medline] [Order article via Infotrieve]
  7. Henwood, M. J., Kelly, A., Macmullen, C., Bhatia, P., Ganguly, A., Thornton, P. S., and Stanley, C. A. (2005) J. Clin. Endocrinol. Metab. 90, 789–794[Abstract/Free Full Text]
  8. Nestorowicz, A., Inagaki, N., Gonoi, T., Schoor, K. P., Wilson, B. A., Glaser, B., Landau, H., Stanley, C. A., Thornton, P. S., Seino, S., and Permutt, M. A. (1997) Diabetes 46, 1743–1748[Abstract]
  9. Thornton, P. S., MacMullen, C., Ganguly, A., Ruchelli, E., Steinkrauss, L., Crane, A., Aguilar-Bryan, L., and Stanley, C. A. (2003) Diabetes 52, 2403–2410[Abstract/Free Full Text]
  10. MacMullen, C., Fang, J., Hsu, B. Y., Kelly, A., de Lonlay-Debeney, P., Saudubray, J. M., Ganguly, A., Smith, T. J., and Stanley, C. A. (2001) J. Clin. Endocrinol. Metab. 86, 1782–1787[Abstract/Free Full Text]
  11. Stanley, C. A., Fang, J., Kutyna, K., Hsu, B. Y., Ming, J. E., Glaser, B., and Poncz, M. (2000) Diabetes 49, 667–673[Abstract]
  12. Stanley, C. A., Lieu, Y. K., Hsu, B. Y., Burlina, A. B., Greenberg, C. R., Hopwood, N. J., Perlman, K., Rich, B. H., Zammarchi, E., and Poncz, M. (1998) N. Engl. J. Med. 338, 1352–1357[Abstract/Free Full Text]
  13. Fang, J., Hsu, B. Y., MacMullen, C. M., Poncz, M., Smith, T. J., and Stanley, C. A. (2002) Biochem. J. 363, 81–87[CrossRef][Medline] [Order article via Infotrieve]
  14. Pagliara, A. S., Stillings, S. N., Hover, B., Martin, D. M., and Matschinsky, F. M. (1974) J. Clin. Invest. 54, 819–832[Medline] [Order article via Infotrieve]
  15. Gao, Z. Y., Li, G., Najafi, H., Wolf, B. A., and Matschinsky, F. M. (1999) Diabetes 48, 1535–1542[Abstract]
  16. Li, C., Najafi, H., Daikhin, Y., Nissim, I. B., Collins, H. W., Yudkoff, M., Matschinsky, F. M., and Stanley, C. A. (2003) J. Biol. Chem. 278, 2853–2858[Abstract/Free Full Text]
  17. Kelly, A., Ng, D., Ferry, R. J., Jr., Grimberg, A., Koo-McCoy, S., Thornton, P. S., and Stanley, C. A. (2001) J. Clin. Endocrinol. Metab. 86, 3724–3728[Abstract/Free Full Text]
  18. Hsu, B. Y., Kelly, A., Thornton, P. S., Greenberg, C. R., Dilling, L. A., and Stanley, C. A. (2001) J. Pediatr. 138, 383–389[CrossRef][Medline] [Order article via Infotrieve]
  19. Smith, T. J., Peterson, P. E., Schmidt, T., Fang, J., and Stanley, C. A. (2001) J. Mol. Biol. 307, 707–720[CrossRef][Medline] [Order article via Infotrieve]
  20. Passonneau, J. V., and Lowry, O. H. (1993) Enzymatic Analysis, A Practical Guide, 1st Ed., Humana Press, Totowa, NJ
  21. Li, C., Buettger, C., Kwagh, J., Matter, A., Daikhin, Y., Nissim, I. B., Collins, H. W., Yudkoff, M., Stanley, C. A., and Matschinsky, F. M. (2004) J. Biol. Chem. 279, 13393–13401[Abstract/Free Full Text]
  22. Stanley, C. A. (2004) Mol. Genet Metab 81, Suppl. 1, S45–S51
  23. Seghers, V., Nakazaki, M., DeMayo, F., Aguilar-Bryan, L., and Bryan, J. (2000) J. Biol. Chem. 275, 9270–9277[Abstract/Free Full Text]
  24. Shiota, C., Larsson, O., Shelton, K. D., Shiota, M., Efanov, A. M., Hoy, M., Lindner, J., Kooptiwut, S., Juntti-Berggren, L., Gromada, J., Berggren, P. O., and Magnuson, M. A. (2002) J. Biol. Chem. 277, 37176–37183[Abstract/Free Full Text]
  25. Henquin, J. C. (2000) Diabetes 49, 1751–1760[Abstract]
  26. Raizen, D. M., Brooks-Kayal, A., Steinkrauss, L., Tennekoon, G. I., Stanley, C. A., and Kelly, A. (2005) J. Pediatr 146, 388–394[CrossRef][Medline] [Order article via Infotrieve]
  27. Sener, A., and Malaisse, W. J. (1980) Nature 288, 187–189[CrossRef][Medline] [Order article via Infotrieve]
  28. Maechler, P., and Wollheim, C. B. (1999) Nature 402, 685–689[CrossRef][Medline] [Order article via Infotrieve]
  29. Allen, A., Kwagh, J., Fang, J., Stanley, C. A., and Smith, T. J. (2004) Biochemistry 43, 14431–14443[CrossRef][Medline] [Order article via Infotrieve]

Add to CiteULike CiteULike   Add to Complore Complore   Add to Connotea Connotea   Add to Del.icio.us Del.icio.us   Add to Digg Digg   Add to Reddit Reddit   Add to Technorati Technorati    What's this?


This article has been cited by other articles:


Home page
J. Biol. Chem.Home page
C. Li, I. Nissim, P. Chen, C. Buettger, H. Najafi, Y. Daikhin, I. Nissim, H. W. Collins, M. Yudkoff, C. A. Stanley, et al.
Elimination of KATP Channels in Mouse Islets Results in Elevated [U-13C]Glucose Metabolism, Glutaminolysis, and Pyruvate Cycling but a Decreased {gamma}-Aminobutyric Acid Shunt
J. Biol. Chem., June 20, 2008; 283(25): 17238 - 17249.
[Abstract] [Full Text] [PDF]


Home page
JPEN J Parenter Enteral NutrHome page
B.-G. Fan
Effects of Parenteral Nutrition on the Exocrine Pancreas in Response to Cholecystokinin
JPEN J Parenter Enteral Nutr, January 1, 2008; 32(1): 57 - 62.
[Abstract] [Full Text] [PDF]


This Article
Right arrow Abstract Freely available
Right arrow Full Text (PDF)
Right arrow All Versions of this Article:
281/22/15064    most recent
M600994200v1
Right arrow Alert me when this article is cited
Right arrow Alert me if a correction is posted
Right arrow Citation Map
Services
Right arrow Email this article to a friend
Right arrow Similar articles in this journal
Right arrow Similar articles in PubMed
Right arrow Alert me to new issues of the journal
Right arrow Download to citation manager
Right arrow reprints & permissions
Citing Articles
Right arrow Citing Articles via HighWire
Right arrow Citing Articles via Google Scholar
Google Scholar
Right arrow Articles by Li, C.
Right arrow Articles by Stanley, C. A.