Abstract
Transitional hypoglycemia in normal newborns occurs in the first 3 days of life and has clinical features consistent with hyperinsulinism. We found a lower threshold for glucose-stimulated insulin secretion from freshly isolated embryonic day (E) 22 rat islets, which persisted into the first postnatal days. The threshold reached the adult level by postnatal day (P) 14. Culturing P14 islets also decreased the glucose threshold. Freshly isolated P1 rat islets had a lower threshold for insulin secretion in response to 2-aminobicyclo-(2, 2, 1)-heptane-2-carboxylic acid, a nonmetabolizable leucine analog, and diminished insulin release in response to tolbutamide, an inhibitor of β-cell KATP channels. These findings suggested that decreased KATP channel function could be responsible for the lower glucose threshold for insulin secretion. Single-cell transcriptomic analysis did not reveal a lower expression of KATP subunit genes in E22 compared with P14 β cells. The investigation of electrophysiological characteristics of dispersed β cells showed that early neonatal and cultured cells had fewer functional KATP channels per unit membrane area. Our findings suggest that decreased surface density of KATP channels may contribute to the observed differences in glucose threshold for insulin release.
Keywords: hypoglycemia, β-cells, neonatal, glucose threshold
Transitional neonatal hypoglycemia occurs in healthy newborns in the first days of life. Plasma glucose concentrations reach a nadir by 2 hours after birth, to a mean of 55 to 65 mg/dL (3-3.6 mmol/L), and increase to above 70 mg/dL (3.8 mmol/L) after the first 2 to 3 days, regardless of delayed or early feeding of neonates (1-4). Clinical features suggesting hyperinsulinemic hypoglycemia during the first postnatal day include hypoketonemia, nonsuppressed plasma insulin concentrations, and inappropriately large glycemic response to glucagon or epinephrine (as reviewed previously (5)). A similar timing of hypoglycemia occurs in rodent models, where insulin also appears to be secreted at low glucose concentrations postnatally (6, 7). Although transitional neonatal hypoglycemia is typically mild, its underlying mechanism is unknown. Furthermore, there are few clinical criteria to differentiate this mild hypoglycemia from severe or persistent forms of hypoglycemia, which can cause irreversible brain injury and long-term neurologic defects.
Fetal plasma glucose concentrations closely follow maternal plasma concentrations (8). However, because maternal insulin does not cross the placenta, fetal β cells are solely responsible for the fetal serum level of insulin, the major growth factor during the intrauterine period. If insulin secretion or signaling is impaired, fetal growth is restricted (9, 10). If fetal β cells have the same glucose threshold for glucose-stimulated insulin secretion (GSIS) as adult β cells, fetal insulin secretion would be easily suppressed and fetal growth would be impaired. Hence, a β-cell adaptation that lowers the threshold for responding to glucose may be required to allow the fetus to secrete sufficient insulin to maintain growth. The clinical features of hyperinsulinemic transitional neonatal hypoglycemia are consistent with the concept that the low fetal glucose threshold for insulin secretion persists into the early neonatal period.
We aimed to characterize the glucose threshold for insulin secretion during the fetal and early neonatal period and to uncover the mechanism underlying the hyperinsulinism causing transitional neonatal hypoglycemia. We describe here the change in glucose threshold from late embryonic period to adulthood in rats and show that decreased KATP channel function, potentially through changes in KATP channel trafficking to the plasma membrane, is a major factor that contributes to the lower glucose threshold of embryonic and neonatal β cells.
Methods
Animals
All animal experiments were performed in rats at the Children’s Hospital of Philadelphia with Institutional Animal Care and Use Committee approval. Pregnant Sprague Dawley rats at embryonic day (E) 15 or E17 were purchased from Charles River Laboratories (Wilmington, MA). Dams and pups were housed together in an AAALC-approved rodent colony. Male and female pups were batched together for measurements. Plasma glucose concentrations were determined using a Contour Next glucose meter (Ascensia Diabetes Care, NJ).
Islet Isolation and Islet Perifusions
Islet isolation was performed as previously described (11). In brief, pancreases were collected at E22 (last day of gestation in rats), postnatal day (P) 1, P3, P7, P14, and P28 rats of both sexes. To minimize the number of animals used for these studies, we chose to perform only limited studies in E22 embryos. Pancreases were digested with collagenase (Millipore Sigma, Burlington, MA) in Hank’s buffer. Islets were handpicked twice and then incubated in regular islet media (RPMI 1640, supplemented with 5 mM glucose, 10% fetal bovine serum, 2 mM glutamine, 1% antibiotics [Gibco, Gaithersburg, MD]) at 37oC for 3 hours or, in some experiments, for 1 or 2 days, as specified. Islets, 200 to 250 in number, isolated from 1 to 5 rat pups, depending on postnatal age, were perifused at a flow rate of 1 mL/min. Perifusion media was a Krebs-Ringer bicarbonate buffer supplemented with 0.25% bovine serum albumin and 2 mM glutamine. Because of the low rates of insulin secretion in fetal islets, perifusion media was also supplemented with 0.1 mM 3-isobutyl-1-methylxanthine (IBMX), a phosphodiesterase inhibitor, to augment Ca2+-stimulated insulin secretion and bring insulin concentrations to the detection range of the insulin assay. After 30 minutes of perifusion with glucose-free buffer, step-wise increasing concentrations of glucose, 2-aminobicyclo-(2, 2, 1)-heptane-2-carboxylic acid (BCH) or tolbutamide were added, every 20 minutes, as described in the figures. For the perifusions with BCH or tolbutamide, the perifusion media contained no glucose for the entire duration of the experiment. These experiments with BCH or tolbutamide were performed only at P1 and P14 because these were the ages with the largest difference in glucose threshold. After return to basal conditions for another 20 minutes, islets were exposed to 30 mM KCl to determine maximal insulin release at the end of the perifusion. Samples were collected every minute for insulin assay using Insulin High Range Kits (catalog #62IN1PEG, RRID:AB_2890910, Cisbio Assays, Bedford, MA) following the manufacturer’s instructions. For representation in Figs. 1, 2, and 3, percent insulin release per minute in response to glucose, BCH, or tolbutamide was calculated as percentage of maximal KCl-stimulated insulin release for each replicate in each condition. In the presence of IBMX, maximal insulin secretion (ng/200-250 islets/min) in response to glucose and KCl, was approximately 30% lower in e22 islets compared with P1 to P14 islets. Data points are connected with straight lines for presentation clarity only.
Figure 1.
The glucose threshold for GSIS increases in early postnatal rat islets. (A) Islet perifusions with stepwise increases in glucose concentration from 3 to 25 mM followed by 30 mM KCl for each age as depicted. Insulin release per minute is calculated as percentage of maximal KCl-stimulated insulin release for each replicate. A total of 3 to 5 independent pools of freshly isolated islets (200-250 islets each) were obtained from 1 to 5 animals for each age. (B) Plasma glucose concentrations of rat pups between 1 and 28 days of age. Each point represents measurements of 1 pup. Error bars in (A) and (B) represent SEM.
Figure 2.
The lower threshold for insulin secretion is conferred by changes in the distal steps of insulin secretion pathway. (A) Perifusions with stepwise increases in BCH concentration from 1 to 10 mM followed by 30 mM KCl in P1 and P14 freshly isolated rat islets. (B) Perifusions with stepwise increases in tolbutamide concentration from 25 to 150 μM in freshly isolated P1 and P14 islets. Insulin release per minute is calculated as percentages of maximal KCl-stimulated insulin secretion for each replicate and age. Three independent pools of islets (200-250 islets each) were obtained from 1 to 5 animals for each age. Error bars represent SEM.
Figure 3.
Glucose threshold for insulin release decreases after 2 days of culture. Perifusions with stepwise increases in glucose concentration from 3 to 25 mM followed by 30 mM KCl in (A) freshly isolated P14 islets and P14 islets that had been cultured for 2 days or (B) freshly isolated P1 islets and P1 islets that had been cultured for 2 days. (C) Perifusions with stepwise increases in tolbutamide concentration from 25 to 150 μM in freshly isolated islets and P14 islets that had been cultured for 2 days. Tolbutamide response curves in freshly isolated P1 islets, freshly isolated P14 islets, and cultured P14 islets. For (A-B), 3 to 4 independent pools of islets (200-250 islets each) were obtained from 1 to 5 animals for each age. Insulin release per minute is calculated as percentages of maximal KCl-stimulated insulin secretion for each replicate and age. Error bars represent SEM.
Single-cell Sequencing and Analysis
Islets were isolated as described previously from E22 embryos and P14 pups of both sexes. Islets were washed once with PBS without Mg2+ and Ca2+, followed by dissociation with TrypLe (Gibco, Gaithersburg, MD) for 7 to 9 minutes with gentle pipetting every 1 minute. Dissociation was stopped by adding fetal bovine serum. The cell mixture was immediately filtered through 40-µm cell strainer, washed 3 times with cold PBS, and resuspended in regular islet media (as previously). Single-cell suspensions were visualized under a microscope to assess cell viability and to ensure an adequate concentration for single-cell preparation. Cells were loaded on the 10X Genomics Chromium Controller (Pleasanton, CA) in the Center for Applied Genomics at Children's Hospital of Philadelphia, per manufacturer’s instructions. Single-cell transcriptome libraries were sequenced on the HiSeq platform (Illumina, San Diego, CA). The CellRanger (v.2.1,10X genomics) pipeline was used for barcode filtering, alignment to Rattus norvegicus genome and Unique Molecular Identifiers counting. Sequenced 10X libraries were individually evaluated using multiple criteria to determine cells of interest, including gene number (200-3000), number of Unique Molecular Identifiers (0-20 000), and percent mitochondrial gene expression (<0.10). The top 10 principal components were used to perform clustering and visualization using a t-distributed stochastic neighbor embedding plot. Gene marker expression was used to identify specific populations. We sequenced a total of 3556 cells, of which we identified 1072 cells (237 from E22 embryos and 835 from P14 pups) with transcriptomic signatures expected of β cells (Ins and Pdx1 expression). A list of differentially expressed genes between E22 and P14 β-cells is provided in Supplemental Table 1 (12).
Whole-cell Patch-clamp Measurements
Electrophysiological measurements were performed using the apparatus previously described (13). Membrane potentials (Vm) were monitored using the perforated whole-cell patch-clamp method with β-escin (MP Biomedicals, Santa Ana, CA) as the perforating agent (6-8 µM). The extracellular solution contained (in mM): 135 NaCl, 4 KCl, 2 CaCl2, 2 MgCl2, 10 mannitol, 5 glucose, and 10 HEPES, pH 7.2 at 35°C with N-methyl-D-glucamine (NMG). The intracellular solution contained (in mM): 76 K2SO4, 10 KCl, 10 NaCl, 6 MgCl2, 30 mannitol, and 30 HEPES, pH 7.2 at 35°C with NMG. Accounting for the divalent cation-chelating action of SO42–, the free Mg2+ concentration is estimated to be ~2 mM. The tip of the wax-coated electrode (Warner G85150T, Holliston, MA) was filled with the intracellular solution and back-filled with the β-escin-containing intracellular solution. The current-clamp measurements were performed under a continuous perfusion condition (0.3-0.4 mL/min) at 35°C (Warner TC-124A and TC-344B, Holliston, MA).
Voltage-clamp measurements were performed in the whole-cell configuration of the patch-clamp method at room temperature. Wax-coated patch electrodes (Warner G85150T) had a typical initial input resistance of 2 to 4 Mohm using the solutions described later. The external bath solution contained (in mM): 140 KCl, 2 MgCl2, and 10 HEPES, pH 7.2 with NMG. The internal pipette solution contained (in mM): 140 KCl, 11 EGTA, and 10 HEPES, pH 7.2 with NMG. The absence of Mg2+ in the intracellular solution is not expected to impact activation of KATP channels without ATP (14). Once a gigaohm seal was obtained, the cell was transferred to a small perfusion chamber, ~150 µL in size, and then the membrane within the patch electrode was ruptured by negative pressure to obtain the whole-cell configuration. The cell was held at 0 mV and short 10 mV-square pulses were first applied to estimate total membrane capacitance and input resistance. Following electronic compensation for the capacitance and series resistance (~60%), voltage ramps from -80 mV to 80 mV in 400 ms were applied every 12 seconds. After establishing the whole configuration, currents often increased in size, presumably because of loss intracellular components such as ATP, and the currents stabilized within 4 to 5 minutes, after which glyburide (400 nM; Sigma), a KATP channel inhibitor, was applied. Once the currents were stable in size in the presence of glyburide, the broad-spectrum K+ channel inhibitor quinidine (200 µM) was added to assess the gigaohm seal integrity. In some experiments, currents were recorded for up to 12 minutes before glyburide was applied to ensure that there was no slow change in current size.
The dissociated cells were amenable to electrophysiological measurements for up to 2 hours following the cell isolation procedure. All salts were from Sigma (MilliporeSigma, Burlington, MA). The Vm values shown have been corrected for the junction potential.
Results
Glucose Threshold for Insulin Secretion Is Lower in Fetal and Early Postnatal Islets
Figure 1A compares the insulin response of islets from E22 embryos; P1, P3, P7, and P14 pups; and adult rats to stepwise changes in glucose concentration to 3, 5, 10, and 25 mM. Glucose threshold was defined as the lowest glucose concentration examined at which insulin release exceeded 10% of the maximal release by 30 mM KCl above basal. The E22 islets showed a glucose threshold at 3 mM glucose. P1 to P7 islets exhibited a progressive rightward shift in the glucose threshold with diminishing responses to 3 mM and then to 5 mM glucose; P14 and adult rat islets did not release insulin at 5 mM, but had a response to 10 mM glucose step, suggesting a glucose threshold between 5 and 10 mM. In E22 islets and at all other ages, the maximum insulin response to glucose in the presence of IBMX was similar to the response to membrane depolarization with KCl. The increase in threshold for GSIS closely paralleled the increase in plasma glucose concentrations between P1 and P14 (Fig. 1B). These observations suggest that that transitional neonatal hypoglycemia in human newborns is due to a lower fetal glucose threshold for GSIS, which is maintained in the immediate postnatal period (5).
The Low Glucose Threshold in Neonatal Islets Reflects Differences in the Insulin Secretory Pathway Distal to Glycolysis
To assess whether the low glucose threshold for insulin release in fetal and newborn islets is conferred within the glycolytic pathway, we examined the responses of P1 and P14 islets to increasing concentrations of BCH, a nonmetabolizable leucine analog. BCH promotes insulin release by activating β-cell mitochondrial glutamate dehydrogenase to stimulate oxidation of glutamate via α-ketoglutarate largely bypassing the glycolytic pathway, leading to a rise in β-cell ATP/ADP ratio and triggering insulin secretion (15). As shown in Fig. 2A, the BCH threshold for insulin secretion was lower in P1 islets (1 mM) compared with P14 islets (3 mM), suggesting that the low glucose threshold for insulin release in fetal and neonatal islets is determined, at least in part, at a step downstream of the glycolytic pathway.
To focus on the steps distal to mitochondrial ATP production, we assessed insulin responses to tolbutamide, an inhibitor of β-cell KATP channels that causes plasma membrane depolarization to trigger influx of Ca2+ and subsequent insulin release. The insulin response was markedly lower at all concentrations of tolbutamide in P1 islets compared with P14 islets, despite similar maximal insulin responses to KCl-induced depolarization (Fig 2B). This observation suggested that KATP channel activity and/or channel surface expression is lower in P1 than in P14 islets because a similar pattern of insulin secretion is seen in sulfonylurea receptor 1 (SUR1) knock-out islets, which have reduced insulin response to KATP channel inhibitors, but normal response to KCl (16-18).
Culturing Islets Lowers the Glucose Threshold for Insulin Secretion
Davis and Matschinsky have previously shown that culturing human islets for 48 hours decreased the glucose threshold for insulin secretion from 4 to 5 mM down to 2 to 3 mM (19). We confirmed this observation in rat P14 islets: culturing for 2 days decreased the glucose threshold from 10 mM to 3 mM (Fig. 3A). In contrast, for P1 islets, which already had a lower glucose threshold, 2 days of culture did not change the glucose threshold for insulin release (Fig. 3B). The insulin response to the KATP channel inhibitor tolbutamide was similarly diminished in P14 islets cultured for 2 days (Figs. 3C and 3D) and in freshly isolated P1 islets (Figs. 2B and 3D). These findings show that P14 cultured islets have diminished responses to tolbutamide and implicate the changes in the KATP channels as the mechanism for the lower threshold for GSIS.
Single-cell Transcriptomic Analysis of E22 and P14 Cells
We performed differential expression analysis of single E22/P14 β cells to identify gene transcript changes that could influence the threshold for GSIS. We identified 237 β cells from E22 embryos and 835 β cells from P14 pups (Fig. 4A and 4B); 135 transcripts were upregulated in E22 β cells but only 17 transcripts were upregulated in P14 β cells (false discovery rate <0.0001, log Ratio >0.3) (Fig. 4C; Supplemental Table 1) (12). β-cell maturational markers, such as MafB, Npy, and Nnat, were upregulated in E22 β cells compared with P14 β cells, consistent with previous reports (6, 20, 21) (Fig. 4D). Among top upregulated genes in the P14 β cells were Sfrp5, Syt4, Ppy, Dbp, and Pcsk1n (Fig. 4D, Supplemental Table 1) (12).
Figure 4.
Single-cell transcriptomic analysis. t-SNE representation of E22/P14 isolated pancreas cells. (A) Different clusters were identified based on expression of cell-specific genes. (B) Cells are labeled depending on the age: E22 cells are presented in dark gray and P14 cells are represented in red. (C) Heatmap of differentially expressed genes in E22 or P14 β cells. (D) Violin plots of log2 normalized expression levels (FPKM) for specific transcripts in E22 or P14 β cells.
Several factors upstream of mitochondrial oxidation, including lactate dehydrogenase (Ldh), monocarboxylic transporter 1 (Slc16a1), and hexokinase isoforms 1-3 (Hk1-3), have been suggested to be responsible for the low glucose threshold for GSIS of early postnatal β cells (22-24). These transcripts were not differentially expressed between the rat E22 and P14 β cells. The lack of transcriptional changes, in the context of the perifusion data presented previously, shows that these factors are unlikely to be responsible for the low glucose threshold in fetal and neonatal islets.
The previous results from the BCH-stimulated and tolbutamide-stimulated insulin secretion measurements suggested that decreased activity or expression of KATP channels, composed of Kir6.2 channels complexed with SUR1, could be responsible for the lower glucose threshold of fetal and neonatal β cells (see Fig. 2B). However, the mRNA level of Abcc8 (SUR1) was higher in E22 β cells, and no difference in Kcnj11 transcript (Kir6.2) was detected (Fig. 4D). These transcriptomic findings suggested that decreased transcription of KATP channel subunit genes is not the cause of the lower glucose threshold in neonatal islets.
Neonatal Islet Cells Have Fewer Functional KATP Channels
The β-cell Vm, in part controlled by KATP channels, is a critical regulator of insulin release (25). The lower glucose threshold in the fetal and early neonatal islets suggested the possibility that these β cells have a Vm closer to the level at which voltage-dependent Ca2+ channels open to allow Ca2+ influx and subsequent insulin release. To test this prediction, we measured Vm values in individual cells from P3 and P14 islets incubated with 5 mM glucose. These 2 age groups were selected because the P3 islets were readily identified and amenable to enzymatic dissociation, whereas islets from younger animals were difficult to dissociate while preserving their functionality. In addition, as shown in Fig. 1A, at 5 mM glucose, P3 islets exhibited ~40% of maximal insulin release, whereas P14 islets essentially showed no insulin release. Vm traces recorded from 29 cells isolated from 6 P3 pups and 33 cells from 9 P14 pups are illustrated in Fig. 5A. The Vm values show a high degree of variability in each group, ranging from near -90 mV to -30 mV (Fig. 5A; Supplemental Fig. 1) (12). Many of the cells exhibited nonovershooting action potentials typical of β cells (Supplemental Fig. 1) (12). We observed that 41% of P3 cells had Vm values ≥-60 mV compared with 18% of P14 cells (Fig. 5A and 5B). This greater fraction of depolarized cells in the P3 group could contribute to the lower glucose threshold for GSIS found in the younger islets. Although we do not have clear information regarding the cell-type identity of each cell in our electrophysiological measurements, in those experiments in which the glucose concentration was increased from 5 to 25 mM, the cells responded by firing nonovershooting action potentials, as expected from functionally viable β cells (Supplemental Fig. 1) (12).
Figure 5.
Membrane potential differences between P3 and P14 rat islet cells. P3 rat cells have a more depolarized membrane potential (Vm) at 5 mM glucose compared with P14 cells. (A) Compressed 60-second recordings of Vm values for from all cells measured: 29 P3 islet cells (red) and 33 P14 islet cells (blue). (B) Probability density functions of median Vm values from the cells in P3 cells (red) and P14 cells (blue).
Plasma membrane depolarization in β cells may be facilitated by closure/inhibition of KATP channels and/or a reduced number of channels trafficked to the cell surface (25, 26). Our perifusion results suggested that reduced KATP channel number or activity could contribute to the observed differences in the glucose threshold, both between E22 and P14 islets and with culturing islets for 1 or 2 days. Total whole-cell membrane currents under a symmetrical 140 mM KCl condition were recorded from 20 P3 uncultured neonatal islet cells, 13 P14 uncultured islet cells, and 20 P14 islet cells cultured for 2 days. Input capacitance, reflecting the membrane area, was similar for uncultured P3 and P14 cells, and slightly greater the P14 cultured group (Supplemental Fig. 2A) (12). After establishing the whole-cell configuration, currents in response to repeated voltage ramps were recorded; illustrative results from a P14 cell are depicted in Supplemental Fig. 1B (12). The whole-cell configuration, establishing a small conduit through the membrane, disrupts the cellular enzymatic machinery. Therefore, the ramp currents immediately following establishing the whole-cell configuration reflect the near physiological ion channel status and those recorded later in time represent very compromised biochemical conditions when the ATP content is very low (Supplemental Fig. 2B; Fig. 6A and 6B) (12). Glyburide (400 nM) was next applied to inhibit KATP channels (Supplemental Fig. 2B; Fig. 6C) (12) and then quinidine, a broad-spectrum K+ channel inhibitor, was applied to assess the gigaohm seal integrity (Supplemental Fig. 2B) (12). The currents immediately after achieving the whole-cell configuration (~30 seconds) were noticeably greater in the uncultured P14 cells than in uncultured P3 or cultured P14 cells (Fig 6A). In most of the cells, the currents increased in size with time after achieving the whole-cell configuration, especially in P14 cells, probably because of disruption of the ATP supply that activated KATP channels (Fig. 6B). The currents were subsequently nearly entirely blocked by the KATP channel inhibitor glyburide (Fig. 6C), suggesting that KATP channels dominate the whole-cell currents.
Figure 6.
K+ currents in islet cells. Currents elicited by voltage ramps normalized by cell capacitance in individual cells (A) 20 to 30 seconds after whole-cell configuration, (B) after “run-up” of currents caused presumably by ATP loss, and (C) after 400 nM glyburide. (D) Freshly isolated P3 cells and cultured P14 cells have smaller glyburide-sensitive currents than uncultured P14 cells. Glyburide-sensitive currents normalized by cell capacitance at -80 mV for each cell measured. Each cell is represented by a circle. Results from uncultured P3 cells (red), uncultured P14 cells (blue) and cultured P14 cells (green). For (A-C), current sizes at -80 mV are shown (right panels). For (D), statistical analysis: 1-way ANOVA (Kruskal-Wallis) P value is 0.002; Mann-Whitney test for comparing 2 groups: *P3 no culture vs P14 no culture: P = 0.032; **P3 no culture vs P14 culture: P = 0.01; ***P14 culture vs P14 no culture: P = 0.003. The P values are provided only as data description parameters.
Cultured P14 cells appeared to be composed of 2 subpopulations based on the glyburide sensitivity, with 60% (14 of 20) of cultured P14 cells having no appreciable glyburide-sensitive currents (Fig. 6D, green circles). Uncultured P3 cells presented a similar 2-subpopulation distribution, with some of the cells exhibiting decreased glyburide-sensitive K+ currents compared with the uncultured P14 cells (Fig. 6D, red circles vs blue circles). Thus, both P3 and cultured P14 islet cells had decreased glyburide-sensitive K+ currents, very likely KATP currents. These findings collectively suggest that decreased KATP channel activity, potentially because of decreased trafficking of channels to the plasma membrane, is the main contributor to the lower glucose threshold for GSIS in neonatal and cultured β cells.
Discussion
The results here demonstrate that fetal and early neonatal pancreatic β cells respond to glucose stimulation with a lower glucose threshold than mature β cells. This low threshold for GSIS correlates closely with the period of transitional hypoglycemia in normal newborns during the first day after birth. Our studies indicate that the glucose threshold for GSIS of early postnatal β cells is lower than that of the adult β-cells at least until P7, and it reaches the adult value by P14. Furthermore, our results show that the differences in glucose threshold for GSIS during the early postnatal period reflect changes occurring distal to glycolysis and appear to involve the triggering pathway for insulin secretion at the site of the plasma membrane KATP channel. Electrophysiological measurements reveal reduced KATP channel activity, reflecting decreased density on the plasma membrane of neonatal β cell. Culturing of isolated islets for 1 to 2 days produces a similar effect of reduced glucose threshold and reduced KATP activity, suggesting the possibility that extrinsic rather than developmental factors may be responsible for transitional neonatal hypoglycemia.
The repeated observation has been that isolated fetal β cells are poorly responsive to glucose and only gain glucose responsiveness only after birth (27). Immature β cells have been shown to have several differences in insulin secretory pathway when compared with mature β cells: despite the presence of the insulin secretory machinery, it has been suggested there is a diminished coupling between glucose metabolism and membrane depolarization, leading to glucose insensitivity (28-34). However, these observations from isolated islets must be carefully evaluated in the clinical context of β-cell function in the fetal and neonatal period to understand transitional hypoglycemia. Clinical evidence indicates that fetal β cells are in fact responsive to glucose. Activating mutations in the glucose sensor of β cells, glucokinase, lead to insulin-induced fetal overgrowth, whereas inactivating mutations in glucokinase lead to fetal undergrowth (35-39). Increased fetal glucose levels resulting from maternal diabetes causes greater fetal insulin secretion and large-for-gestational-age birthweight (40). Hence, increased glucose phosphorylation in fetal β cells increases insulin secretion, demonstrating that these cells have a functional insulin secretory pathway that is responsive to glucose, albeit with a different pattern of GSIS compared with adult β cells.
A low glucose threshold for insulin secretion has been previously reported in both newborn rodent and human newborn islets (6, 41). The glucose threshold for GSIS, which determines the basal concentration of plasma glucose (19), is controlled by several components of the insulin secretory pathway, from the initial step of glucose phosphorylation to distal steps of insulin vesicle exocytosis. Although glucokinase functions as the β-cell glucose sensor, mutations in many of the subsequent steps in the pathway of insulin secretion from glucokinase to the voltage-gated Ca2+ channel have been found to lead to congenital hyperinsulinism (42). The most common of the mutations alter KATP channel gene expression or activity, reflecting the key role of this channel in insulin regulation. Loss-of-function mutations in the KATP channel subunits, KCNJ11 and ABCC8, lead to congenital hyperinsulinemic hypoglycemia because of a failure to appropriately suppress insulin release (43, 44). Decreased gene expression of the KATP channel subunits has also been proposed to be responsible for the infantile hyperinsulinemic hypoglycemia and subsequent maturity-onset diabetes associated with inactivating mutations of HNF1A and HNF4A transcription factors (MODY1 and MODY3) (45-48). Recently, the decreased insulin secretion induced by leptin has been shown to involve increased density of KATP channels on the plasma membrane surface caused by increased trafficking of channels (49). Leptin increases surface expression of the KATP channel through upregulation of AMP-activated protein kinase and protein kinase A pathways without affecting channel gating properties (49). A defect in this leptin response pathway in Phpt1-/- mice causes lethal neonatal hypoglycemia resulting from impaired trafficking and decreased surface density of KATP channels (26).
Multiple mechanisms have been suggested to explain the lower glucose threshold of neonatal islets including increased expression of genes normally disallowed in mature β cells (Slc16a1, LDH genes, and hexokinase isoforms with low affinity for glucose) or decreased expression of Syt4 leading to increased sensitivity of insulin vesicles to Ca2+ (7, 22-24). It has also been suggested that the lower glucose threshold is involved in β-cell replication because it appears to correlate with the higher proportion of proliferating β cells in the early postnatal period (50). We conclude here that these mechanisms are unlikely to play a major role in determining the lower glucose threshold for GSIS in rat neonatal islets for the following 2 reasons. First, the lower threshold for BCH-stimulated insulin secretion suggests that the low glucose threshold in fetal and neonatal islets is conferred at a step downstream of mitochondrial oxidation. This finding is in accord with the observed lack of transcript level changes in Hk1-3, Slc16a1, or Ldh between E22 and P14 β cells. Second, we have shown that Syt4 expression is lower in E22 compared with P14 β cells, supporting the role of this factor in the postnatal β-cell functional changes (7). However, the resulting increase sensitivity of insulin granules to Ca2+ because of lower Syt4 expression in fetal and early neonatal β cells would predict an increased, not a decreased, tolbutamide-stimulated insulin secretion that we observed in early neonatal islets.
Our single-cell transcriptomic analysis failed to detect transcriptomic-level regulation of Kcnj11 or Abcc8 genes between E22 and P14, consistent with other similar single-cell or bulk transcriptomic data sets in mice (20, 33). This observation, together with the suppressed tolbutamide-induced insulin secretion, suggests that decreased KATP channel surface density in fetal and neonatal β cells contributes to the low glucose threshold for GSIS, leading to transitional hypoglycemia in the early neonatal period. We thus postulate that the change we found in KATP current size is caused by decreased channel trafficking to plasma membrane.
Fetal and neonatal islets have poorer maximal insulin responses to glucose stimulation and a higher maximal response to amino acids compared with mature islets (6, 27, 28, 34). The experiments here did not attempt to address these contrasting maximal responses; however, our observation of reduced KATP channel activity may not only explain the low glucose threshold for GSIS of fetal islets but also their decreased maximal GSIS and increased responsiveness to amino acids. A similar decreased maximal GSIS and increased responsiveness to amino acids are seen in genetic deficiency of KATP channels in human infants and in rodents (11, 18, 51, 52). In islets with impaired KATP channels from both humans and rodents, the insulin-glucose response curve is flattened with incomplete suppression of insulin release at low glucose concentrations and diminished rise in insulin at high glucose concentrations (18). Human and mouse islets with KATP mutations also show an exaggerated response to a mixture of amino acids via the amplification pathway in the presence of elevated concentrations of cytosolic Ca2+ (18, 52).
A few limitations exist in our study reported here. First, we assessed dynamic insulin secretion from isolated islets, not in the context of the whole animal. The observed lower glucose threshold may reflect the possibility that β-cell function may be influenced by a different milieu of nutrient and other hormones. However, the change in glucose threshold documented here strikingly parallels the plasma glucose in the first 7 to 14 days of life (as shown in Fig. 1B). This tight correspondence suggests that the glucose threshold of islets in vivo is indeed similar to the measurements in the ex vivo setting. Second, although our results here show that the glucose threshold for GSIS from early postnatal β cells is determined largely in the last steps of the insulin secretory pathway, we cannot rule out the contribution of changes in the proximal steps in this pathway. For example, differences in glucose phosphorylation, glycolysis, and/or mitochondrial oxidation could contribute to the threshold and/or maximal stimulated insulin secretion. Third, our dynamic insulin measurements were done in the presence of IBMX, a phosphodiesterase inhibitor that increases cAMP levels and augments Ca2+-stimulated insulin secretion. Phosphodiesterase inhibitors augment both the first and second phase of insulin secretion from neonatal and infant islets but do not affect insulin secretion at subthreshold glucose concentrations (41, 53, 54). Although dynamic insulin measurements from adult human islets do not typically require the addition of a phosphodiesterase inhibitor, such pharmacological agents are helpful for similar studies in early postnatal islets. Thus, in early postnatal β cells, the amplifying pathway of insulin secretion may not be fully developed, either because of differences in the protein kinase A pathway in β cells and/or differences in intercellular connections with neighboring α cells. Indeed, intercellular gap junctions or other cell-to-cell contacts can change the characteristics of insulin release (55, 56).
The lower glucose threshold for GSIS of cultured islets, previously observed in isolated islets that had been cultured for 48 hours (19), can be explained by our finding here that 60% of cultured β cells have markedly reduced glyburide-sensitive K+ currents. We note, however, that other factors such as changes in intracellular Ca2+ handling could also contribute (57). The observation that fetal/neonatal islets and islets exposed to culture conditions share a similar low glucose threshold for GSIS suggests the possibility of similar underlying mechanisms driven by extrinsic factors. Both the interior of cultured islets and fetal islets have reduced oxygen and receive a relatively constant nutrient supply, as opposed to a pulsatile feeding pattern (58). More severe restrictions of fetal oxygen or nutrient supply, as in birth asphyxia or late intrauterine growth retardation, cause perinatal stress-induced hyperinsulinism that may persist for several weeks after delivery (59, 60). Mechanistically, changes in the mammalian target of rapamycin/AMP-kinase (27) and/or the hypoxia-inducible factor pathway could signal the postnatal increase in KATP channel trafficking to the β-cell plasma membrane and increase the threshold for GSIS. Furthermore, the lower glucose threshold for GSIS in fetal and early postnatal β cells may provide as of yet undiscovered adaptive advantages, particularly in view of the surge in counterregulatory hormones such as cortisol in the early neonatal period.
In conclusion, we have established that fetal and early postnatal β-cell function are characterized by a low glucose threshold for GSIS. This low threshold correlates with decreased KATP channel surface density. These findings support the concept that transitional neonatal hypoglycemia represents an extension into the early postnatal period of the fetal pattern of insulin release from β cells.
Acknowledgements
The authors thank Dr. Franz Matschinsky and Dr. Show-Ling Shyng for critical review of the manuscript. We also thank the Center for Applied Genomics at The Children’s Hospital of Philadelphia.
Funding: D.E.S. was supported by American Diabetes Association Junior Faculty Development Award (1-16-JDF086). C.A.S. was supported by National Institutes of Health grant R37-DK056268. T.H. was supported in part by National Institutes of Health grant DK098517. K.J.W. was supported by the Novo Nordisk Foundation (NNF17CC0027852).
Author Contributions: J.Y. and BH designed and performed experiments, interpreted the results with input from D.E.S., and wrote parts of the manuscript. C.L. designed and performed experiments, interpreted the results, and contributed to the conceptual frame work. A.R. performed experiments and revised the manuscript. D.Y. designed and performed experiments. J.K. performed the bioinformatic analysis and interpreted the data. K.J.W. conceptualized the bioinformatic analysis and revised the manuscript. C.A.H. conceptualized and supervised the project and wrote and edited the manuscript. T.H. conceptualized the electrophysiological approach, performed experiments, interpreted the data, and wrote/edited the manuscript. D.E.S. conceptualized and supervised the project overall, analyzed the data, and wrote/edited the manuscript.
Glossary
Abbreviations
- BCH
2-aminobicyclo-(2, 2, 1)-heptane-2-carboxylic acid
- E
embryonic day
- GSIS
glucose-stimulated insulin secretion
- IBMX
3-isobutyl-1-methylxanthine
- NMG
N-methyl-D-glucamine
- P
postnatal day
- SUR1
sulfonylurea receptor 1
- Vm
membrane potential
Additional Information
Disclosure Statement: All authors have nothing to disclose.
Data Availability
All single-cell transcriptomic datasets generated during and/or analyzed during the current study are not publicly available but are available from the corresponding author (DES) on reasonable request.
References
- 1. Cornblath M, Reisner SH. Blood glucose in the neonate and its clinical significance. N Engl J Med. 1965;273(7):378-381. [DOI] [PubMed] [Google Scholar]
- 2. Bozzetti P, Ferrari MM, Marconi AM, et al. The relationship of maternal and fetal glucose concentrations in the human from midgestation until term. Metabolism. 1988;37(4):358-363. [DOI] [PubMed] [Google Scholar]
- 3. Hoseth E, Joergensen A, Ebbesen F, Moeller M. Blood glucose levels in a population of healthy, breast fed, term infants of appropriate size for gestational age. Arch Dis Child Fetal Neonatal Ed. 2000;83(2):F117-F119. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 4. Srinivasan G, Pildes RS, Cattamanchi G, Voora S, Lilien LD. Plasma glucose values in normal neonates: a new look. J Pediatr. 1986;109(1):114-117. [DOI] [PubMed] [Google Scholar]
- 5. Stanley CA, Rozance PJ, Thornton PS, et al. Re-evaluating “transitional neonatal hypoglycemia”: mechanism and implications for management. J Pediatr. 2015;166(6):1520-5.e1. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6. Blum B, Hrvatin S, Schuetz C, Bonal C, Rezania A, Melton DA. Functional beta-cell maturation is marked by an increased glucose threshold and by expression of urocortin 3. Nat Biotechnol. 2012;30(3):261-264. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7. Huang C, Walker EM, Dadi PK, et al. Synaptotagmin 4 regulates pancreatic β cell maturation by modulating the Ca2+ sensitivity of insulin secretion vesicles. Dev Cell. 2018;45(3):347-361.e5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8. Marconi AM, Paolini C, Buscaglia M, Zerbe G, Battaglia FC, Pardi G. The impact of gestational age and fetal growth on the maternal-fetal glucose concentration difference. Obstet Gynecol. 1996;87(6):937-942. [DOI] [PubMed] [Google Scholar]
- 9. Fowden AL. Insulin deficiency: effects on fetal growth and development. J Paediatr Child Health. 1993;29(1):6-11. [DOI] [PubMed] [Google Scholar]
- 10. Hill DJ, Milner RD. Insulin as a growth factor. Pediatr Res. 1985;19(9):879-886. [DOI] [PubMed] [Google Scholar]
- 11. Li C, Najafi H, Daikhin Y, et al. Regulation of leucine-stimulated insulin secretion and glutamine metabolism in isolated rat islets. J Biol Chem. 2003;278(5):2853-2858. [DOI] [PubMed] [Google Scholar]
- 12. Yang J, Hammoud B, Li C, Ridler A, Yau D, Kim J, et al. Supplemental data Yang et al. figshare. Figure. 2021. Doi: 10.6084/m9.figshare.14582667.v1. [DOI]
- 13. Tian Y, Heinemann SH, Hoshi T. Large-conductance Ca2+- and voltage-gated K+ channels form and break interactions with membrane lipids during each gating cycle. Proc Natl Acad Sci U S A. 2019;116(17):8591-8596. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 14. Gribble FM, Tucker SJ, Haug T, Ashcroft FM. MgATP activates the beta cell KATP channel by interaction with its SUR1 subunit. Proc Natl Acad Sci U S A. 1998;95(12):7185-7190. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 15. Sener A, Malaisse-Lagae F, Malaisse WJ. Stimulation of pancreatic islet metabolism and insulin release by a nonmetabolizable amino acid. Proc Natl Acad Sci U S A. 1981;78(9):5460-5464. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 16. Szollosi A, Nenquin M, Henquin JC. Pharmacological stimulation and inhibition of insulin secretion in mouse islets lacking ATP-sensitive K+ channels. Br J Pharmacol. 2010;159(3):669-677. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 17. Szollosi A, Nenquin M, Aguilar-Bryan L, Bryan J, Henquin JC. Glucose stimulates Ca2+ influx and insulin secretion in 2-week-old beta-cells lacking ATP-sensitive K+ channels. J Biol Chem. 2007;282(3):1747-1756. [DOI] [PubMed] [Google Scholar]
- 18. Li C, Ackermann AM, Boodhansingh KE, et al. Functional and metabolomic consequences of KATP channel inactivation in human islets. Diabetes. 2017;66(7):1901-1913. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19. Matschinsky FM. DEA. The distinction between ‘glucose setpoint’, ‘glucose threshold’ and ‘glucose sensor’ is critical for understanding the role of the pancreatic Β-cell in glucose homeostasis. Front Diabetes. Basel: Karger; 1998. [Google Scholar]
- 20. Zeng C, Mulas F, Sui Y, et al. Pseudotemporal ordering of single cells reveals metabolic control of postnatal β cell proliferation. Cell Metab. 2017;25(5):1160-1175.e11. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 21. Rodnoi P, Rajkumar M, Moin ASM, Georgia SK, Butler AE, Dhawan S. Neuropeptide Y expression marks partially differentiated β cells in mice and humans. JCI Insight. 2017;2(12):e94005. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 22. Sekine N, Cirulli V, Regazzi R, et al. Low lactate dehydrogenase and high mitochondrial glycerol phosphate dehydrogenase in pancreatic beta-cells. Potential role in nutrient sensing. J Biol Chem. 1994;269(7):4895-4902. [PubMed] [Google Scholar]
- 23. Pullen TJ, Khan AM, Barton G, Butcher SA, Sun G, Rutter GA. Identification of genes selectively disallowed in the pancreatic islet. Islets. 2010;2(2):89-95. [DOI] [PubMed] [Google Scholar]
- 24. Thorrez L, Laudadio I, Van Deun K, et al. Tissue-specific disallowance of housekeeping genes: the other face of cell differentiation. Genome Res. 2011;21(1):95-105. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25. Rorsman P, Ashcroft FM. Pancreatic β-cell electrical activity and insulin secretion: of mice and men. Physiol Rev. 2018;98(1):117-214. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 26. Srivastava S, Li Z, Soomro I, et al. Regulation of KATP channel trafficking in pancreatic β-cells by protein histidine phosphorylation. Diabetes. 2018;67(5):849-860. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 27. Helman A, Cangelosi AL, Davis JC, et al. A nutrient-sensing transition at birth triggers glucose-responsive insulin secretion. Cell Metab. 2020;31(5):1004-1016.e5. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 28. Rorsman P, Arkhammar P, Bokvist K, et al. Failure of glucose to elicit a normal secretory response in fetal pancreatic beta cells results from glucose insensitivity of the ATP-regulated K+ channels. Proc Natl Acad Sci U S A. 1989;86(12):4505-4509. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 29. Hole RL, Pian-Smith MC, Sharp GW. Development of the biphasic response to glucose in fetal and neonatal rat pancreas. Am J Physiol. 1988;254(2 Pt 1):E167-E174. [DOI] [PubMed] [Google Scholar]
- 30. Bliss CR, Sharp GW. A critical period in the development of the insulin secretory response to glucose in fetal rat pancreas. Life Sci. 1994;55(6):423-427. [DOI] [PubMed] [Google Scholar]
- 31. Weinhaus AJ, Poronnik P, Cook DI, Tuch BE. Insulin secretagogues, but not glucose, stimulate an increase in [Ca2+]i in the fetal rat beta-cell. Diabetes. 1995;44(1):118-124. [DOI] [PubMed] [Google Scholar]
- 32. Bergsten P, Aoyagi K, Persson E, Eriksson UJ, Hellerström C. Appearance of glucose-induced insulin release in fetal rat beta-cells. J Endocrinol. 1998;158(1):115-120. [DOI] [PubMed] [Google Scholar]
- 33. Jermendy A, Toschi E, Aye T, et al. Rat neonatal beta cells lack the specialised metabolic phenotype of mature beta cells. Diabetologia. 2011;54(3):594-604. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34. Rozzo A, Meneghel-Rozzo T, Delakorda SL, Yang SB, Rupnik M. Exocytosis of insulin: in vivo maturation of mouse endocrine pancreas. Ann N Y Acad Sci. 2009;1152:53-62. [DOI] [PubMed] [Google Scholar]
- 35. Hattersley AT, Beards F, Ballantyne E, Appleton M, Harvey R, Ellard S. Mutations in the glucokinase gene of the fetus result in reduced birth weight. Nat Genet. 1998;19(3):268-270. [DOI] [PubMed] [Google Scholar]
- 36. Sayed S, Langdon DR, Odili S, et al. Extremes of clinical and enzymatic phenotypes in children with hyperinsulinism caused by glucokinase activating mutations. Diabetes. 2009;58(6):1419-1427. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 37. Stanley CA. Perspective on the genetics and diagnosis of congenital hyperinsulinism disorders. J Clin Endocrinol Metab. 2016;101(3):815-826. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 38. Dickens LT, Letourneau LR, Sanyoura M, Greeley SAW, Philipson LH, Naylor RN. Management and pregnancy outcomes of women with GCK-MODY enrolled in the US monogenic diabetes registry. Acta Diabetol. 2019;56(4):405-411. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 39. Terauchi Y, Kubota N, Tamemoto H, et al. Insulin effect during embryogenesis determines fetal growth: a possible molecular link between birth weight and susceptibility to type 2 diabetes. Diabetes. 2000;49(1):82-86. [DOI] [PubMed] [Google Scholar]
- 40. Beardsall K, Diderholm BM, Dunger DB. Insulin and carbohydrate metabolism. Best Pract Res Clin Endocrinol Metab. 2008;22(1):41-55. [DOI] [PubMed] [Google Scholar]
- 41. Henquin JC, Nenquin M. Immaturity of insulin secretion by pancreatic islets isolated from one human neonate. J Diabetes Investig. 2018;9(2):270-273. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42. Matschinsky FM, Wilson DF. The central role of glucokinase in glucose homeostasis: a perspective 50 years after demonstrating the presence of the enzyme in islets of langerhans. Front Physiol. 2019;10:148. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43. Rosenfeld E, Ganguly A, De Leon DD. Congenital hyperinsulinism disorders: genetic and clinical characteristics. Am J Med Genet C Semin Med Genet. 2019;181(4):682-692. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 44. Hussain K, Cosgrove KE. From congenital hyperinsulinism to diabetes mellitus: the role of pancreatic beta-cell KATP channels. Pediatr Diabetes. 2005;6(2):103-113. [DOI] [PubMed] [Google Scholar]
- 45. Flanagan SE, Kapoor RR, Mali G, et al. Diazoxide-responsive hyperinsulinemic hypoglycemia caused by HNF4A gene mutations. Eur J Endocrinol. 2010;162(5):987-992. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46. Haliyur R, Tong X, Sanyoura M, et al. Human islets expressing HNF1A variant have defective β cell transcriptional regulatory networks. J Clin Invest. 2019;129(1):246-251. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 47. Stanescu DE, Hughes N, Kaplan B, Stanley CA, De León DD. Novel presentations of congenital hyperinsulinism due to mutations in the MODY genes: HNF1A and HNF4A. J Clin Endocrinol Metab. 2012;97(10):E2026-E2030. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48. Gupta RK, Vatamaniuk MZ, Lee CS, et al. The MODY1 gene HNF-4alpha regulates selected genes involved in insulin secretion. J Clin Invest. 2005;115(4):1006-1015. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 49. Chen PC, Kryukova YN, Shyng SL. Leptin regulates KATP channel trafficking in pancreatic β-cells by a signaling mechanism involving AMP-activated protein kinase (AMPK) and cAMP-dependent protein kinase (PKA). J Biol Chem. 2013;288(47):34098-34109. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 50. Puri S, Roy N, Russ HA, et al. Replication confers β cell immaturity. Nat Commun. 2018;9(1):485. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 51. Grimberg A, Ferry RJ Jr, Kelly A, et al. Dysregulation of insulin secretion in children with congenital hyperinsulinism due to sulfonylurea receptor mutations. Diabetes. 2001;50(2):322-328. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52. Li C, Nissim I, Chen P, 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. 2008;283(25):17238-17249. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 53. Yajima H, Komatsu M, Schermerhorn T, et al. cAMP enhances insulin secretion by an action on the ATP-sensitive K+ channel-independent pathway of glucose signaling in rat pancreatic islets. Diabetes. 1999;48(5):1006-1012. [DOI] [PubMed] [Google Scholar]
- 54. Henquin JC, Nenquin M. Dynamics and regulation of insulin secretion in pancreatic islets from normal young children. Plos One. 2016;11(11):e0165961. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 55. Speier S, Gjinovci A, Charollais A, Meda P, Rupnik M. Cx36-mediated coupling reduces beta-cell heterogeneity, confines the stimulating glucose concentration range, and affects insulin release kinetics. Diabetes. 2007;56(4):1078-1086. [DOI] [PubMed] [Google Scholar]
- 56. Skelin Klemen M, Dolenšek J, Slak Rupnik M, Stožer A. The triggering pathway to insulin secretion: functional similarities and differences between the human and the mouse β cells and their translational relevance. Islets. 2017;9(6):109-139. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 57. Gilon P, Jonas JC, Henquin JC. Culture duration and conditions affect the oscillations of cytoplasmic calcium concentration induced by glucose in mouse pancreatic islets. Diabetologia. 1994;37(10):1007-1014. [DOI] [PubMed] [Google Scholar]
- 58. Komatsu H, Cook C, Wang CH, et al. Oxygen environment and islet size are the primary limiting factors of isolated pancreatic islet survival. Plos One. 2017;12(8):e0183780. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 59. Mizumoto H, Uchio H, Yamashita S, Hata D. Transient neonatal hyperinsulinism with adaptation disorders: a report of three cases. J Pediatr Endocrinol Metab. 2015;28(3-4):337-340. [DOI] [PubMed] [Google Scholar]
- 60. Hoe FM, Thornton PS, Wanner LA, Steinkrauss L, Simmons RA, Stanley CA. Clinical features and insulin regulation in infants with a syndrome of prolonged neonatal hyperinsulinism. J Pediatr. 2006;148(2):207-212. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Data Availability Statement
All single-cell transcriptomic datasets generated during and/or analyzed during the current study are not publicly available but are available from the corresponding author (DES) on reasonable request.