Glucose and NAADP trigger elementary intracellular β-cell Ca²⁺ signals

Abstract

Pancreatic β-cells release insulin upon a rise in blood glucose. The precise mechanisms of stimulus-secretion coupling, and its failure in Diabetes Mellitus Type 2, remain to be elucidated. The consensus model, as well as a class of currently prescribed anti-diabetic drugs, are based around the observation that glucose-evoked ATP production in β-cells leads to closure of cell membrane ATP-gated potassium (K_ATP) channels, plasma membrane depolarisation, Ca²⁺ influx, and finally the exocytosis of insulin granules. However, it has been demonstrated by the inactivation of this pathway using genetic and pharmacological means that closure of the K_ATP channel alone may not be sufficient to explain all β-cell responses to glucose elevation. We have previously proposed that NAADP-evoked Ca²⁺ release is an important step in stimulus-secretion coupling in pancreatic β-cells. Here we show using total internal reflection fluorescence (TIRF) microscopy that glucose as well as the Ca²⁺ mobilising messenger nicotinic acid adenine dinucleotide phosphate (NAADP), known to operate in β-cells, lead to highly localised elementary intracellular Ca²⁺ signals. These were found to be obscured by measurements of global Ca²⁺ signals and the action of powerful SERCA-based sequestration mechanisms at the endoplasmic reticulum (ER). Building on our previous work demonstrating that NAADP-evoked Ca²⁺ release is an important step in stimulus-secretion coupling in pancreatic β-cells, we provide here the first demonstration of elementary Ca²⁺ signals in response to NAADP, whose occurrence was previously suspected. Optical quantal analysis of these events reveals a unitary event amplitude equivalent to that of known elementary Ca²⁺ signalling events, inositol trisphosphate (IP₃) receptor mediated blips, and ryanodine receptor mediated quarks. We propose that a mechanism based on these highly localised intracellular Ca²⁺ signalling events mediated by NAADP may initially operate in β-cells when they respond to elevations in blood glucose.

Introduction

The idea that stimulus-secretion coupling involves mechanisms in addition to the K_ATP channel-mediated pathway^1,2 is not new^3,4. Possible mechanisms include (1) an amplification of the K_ATP channel dependent pathway which remains functionally silent until the latter has depolarised the membrane⁵,(2) an additional triggering pathway that converges with the K_ATP channel mediated pathway on membrane depolarisation, and (3) an independently functional pathway that may lead to insulin release in the absence of K_ATP channel involvement⁶. One potential trigger of stimulus-secretion coupling, which may be synergistic with, or independent of, K_ATP channel closure, is the local release of Ca²⁺ from intracellular stores⁷. Indeed, there has been some debate about the relative importance of extracellular Ca²⁺ influx versus release from intracellular stores during biphasic insulin secretion, with some proposing that for the first phase of insulin release, influx is dispensable⁸. In terms of subcellular localized Ca²⁺ signals, it was shown in the late 1970s using pyroantimonate precipitation that incubation of β-cells with high glucose led to a Ca²⁺ increase immediately beneath the cell membrane⁹. Levels of NAADP, a Ca²⁺ mobilizing intracellular messenger that releases Ca²⁺ from lysosomes and acidic organelles, have previously been shown to be elevated in pancreatic β-cells by increased extracellular concentrations of glucose during stimulus-secretion coupling^10,11. Moreover, inhibition of NAADP signalling in β-cells suppresses Ca²⁺ spiking and membrane depolarization^7,10,12. The possible role of small lysosomal Ca²⁺ stores in stimulus-secretion coupling⁷ warranted the investigation of Ca²⁺ signalling in β-cells at high spatial and temporal resolution. Thus the present study sought to characterise sub-membrane Ca²⁺ transients observed in β-cells loaded with fluo-4 in response to glucose and the membrane permeable form of the lysosomal Ca²⁺ mobilizing messenger, NAADP (NAADP-AM)¹³, using total internal reflection fluorescence (TIRF) microscopy¹⁴. Furthermore, we hypothesized that dissection of these Ca²⁺ transients under experimental conditions where globalized Ca²⁺ signals or ER-based Ca²⁺ sequestration¹⁵ were avoided, might reveal their substructure, akin to the sparks and puffs observed for IP₃ and ryanodine receptors, respectively^16,17,18.

A feature of Ca²⁺ signalling dynamics in pancreatic β-cells is their heterogeneity upon stimulation, with the recent proposal that some cells in the islet act as Ca²⁺ signalling hubs or pacemakers¹⁹, whilst others follow through gap-junctional or paracrine signalling mechanisms. However, heterogeneity is also seen in isolated cells. Indeed, Ca²⁺ responses to glucose in β-cells have been described as having a typical triphasic shape often seen in parallel with, and assumed to be the result of, simultaneously measured changes in membrane potential, which have a similar pattern and are in synchrony with the cytosolic Ca²⁺ increase¹⁵: Phase 0 consists of a ‘dip’, or initial decrease, in cytosolic free Ca²⁺ resulting from increased sarco-/endoplasmic reticulum Ca²⁺ ATPase (SERCA) activity transporting Ca²⁺ into the endoplasmic reticulum (ER) in response to the rising ATP concentration following glucose metabolism. Phase 1 constitutes a transient rise in Ca²⁺ associated with L-type Ca²⁺ channel activation and Ca²⁺-induced Ca²⁺ release (CICR) from intracellular stores. Phase 2 are Ca²⁺ oscillations superimposed on a steadily elevated plateau thought to be the result of Ca²⁺ influx through L-type channels. While this standardised model is useful; it has been demonstrated that β-cells display more complex responses to glucose and other stimuli such as GLP-1, insulin, and nutrients including amino acids^20,21. A classification of primary human β-cell autocrine Ca²⁺ responses to insulin shows that β-cells display a variety of equally common but different Ca²⁺ signals and no clear ‘standard’ response²².

Results

We report here sub-membrane Ca²⁺ transients evoked by 16.5 mM glucose in mouse primary pancreatic β-cells, measured using evanescent-wave TIRF microscopy. Recordings were made from 1,017 cells. Figure 1 shows the classification of typical responses of 239 cells from male WT mice of one genetic background, to avoid additional confounding factors. There was a clear heterogeneity of responses. While over 96% of cells exhibited a clear elevation of sub-membrane Ca²⁺ (calculated as ∆F/F₀, where ∆F is the change in fluorescence intensity from pre-stimulation F₀), ∼60% resembled the standardised triphasic profile, with the remaining responding cells described by 3 further classifications (cf. Fig. 1). These data are consistent with the notion that there are β-cells with different patterns of expression of Ca²⁺ channels, which may serve multiple functions within the islet¹⁹. Treatment of mouse primary pancreatic β-cells with extracellular NAADP-AM (10 µM) resulted in similar Ca²⁺ responses to those observed with glucose described above. Ca²⁺ oscillations could be resolved that culminated in a raised plateau of elevated [Ca²⁺]_i in 89% of cells (see, for example, a 'type 4' response elicited by NAADP-AM in Fig. S1). Response type distributions for stimulation with NAADP-AM were as follows: Type 1, 27%; Type 2, 0%; Type 3, 5%; Type 4, 59%, no response, 9%, n = 53.

Figure 1.

Classification of β-cell sub-membrane Ca²⁺ responses to elevation in glucose as recorded with TIRF. Responses to 16.5 mM glucose at 37° C in mouse primary pancreatic β-cells. n = 239. Responses from 1,017 cells were analysed overall. Percentages are of 239 control cells of male WT mice of one genetic background to exclude potential genetic- or sex differences in response type distribution. Approximately 96% showed a prominent global calcium response. In 116 cells, 16.5 mM glucose evoked a mean peak height of 2.4 ± 0.01 ΔF/F₀. (a) The most common response (type 1, ca. 60% of responses) resembles the standardized triphasic response. (b) The slow Ca²⁺ oscillations classified as type 2 often occurred at periods of ca. 5 min. (c) Response type 3 consists of numbers of large transients superimposed on a slow increase in Ca²⁺. These responses were rare (ca. 2%). (d) Type 4 responses (ca. 25%) resemble the triphasic response, but with a less steep Ca²⁺ rise. (e) A very small number of cells did not respond to glucose (ca. 2%).

If Ca²⁺ release from sub-membrane stores triggered the global Ca²⁺ response, an increase in Ca²⁺ could be expected to occur first in the vicinity of the cell membrane, the location of the cell’s secretory vesicles which form part of the acidic organelle continuum in the β-cell²³, before recruiting a global Ca²⁺ response²⁴. Lysotracker was utilised to confirm the presence of acidic stores within the TIRF plane (see Fig. S2). In parallel recordings using TIRF and standard epifluorescence (to monitor global Ca²⁺), however, the two transients were largely superimposable (see supplementary data, Fig. S3). Thus if there were sub-membrane Ca²⁺ release events preceding the global Ca²⁺ response, they were either very rapid and too small to be detected by the current protocol, masked by concomitant larger L-type Ca²⁺ channel-mediated influx, or obscured by increased SERCA pump activity following enhanced glucose metabolism to ATP.

In order to minimise these possible confounding factors, cells were pre-incubated in recording medium containing 1.7 mM Ca²⁺, 3 mM glucose, and 1 μM of the irreversible SERCA inhibitor, thapsigargin. Immediately before recording, the extracellular fluid was exchanged for Ca²⁺-free medium, containing thapsigargin and either 100 µM or 5 mM EGTA. The removal of Ca²⁺ immediately before recording prevented non-ER stores, which may rely on Ca²⁺ influx and ER Ca²⁺ transfer for filling^25,26, from run-down during the incubation period. Cells were then challenged with either 100 nM NAADP-AM or 16.5 mM extracellular glucose. Over the ∼10 min period following either challenge, cells showed clear very brief sub-membrane Ca²⁺ transients with maximum amplitudes > 2∆F/F₀. These show comparable kinetics to those of Ca²⁺ puffs evoked by IP₃²⁷. The movie (supplementary information, Movie 1) illustrates recordings of these events, and examples are shown in Fig. 2a–i. Their localised nature is illustrated in the maximum ∆F/F₀ trace (Fig. 2m) and the 3D fluorescence intensity plots shown in Fig. 2 j–l. Similar localized Ca²⁺ signals were observed in extracellular solutions containing 100 µM and 5 mM EGTA (cf Fig. S4), strongly suggesting that Ca²⁺ release from intracellular stores but not Ca²⁺ influx are involved in the generation of these elementary Ca²⁺ events. These local transients were also recorded at a higher acquisition rate (46 Hz) (Fig. S5, Movie 2), giving additional resolution of the events captured at our standard experimental recording rates of 3.3 Hz.

Figure 2.

Localised and global Ca²⁺ responses. Responses of a β-cell cluster (3 cells) after NAADP-AM addition as observed using TIRF microscopy in the presence of 5 mM EGTA. (a) Baseline fluorescence. (b–h) Localized Ca²⁺ release events (for illustrative purposes, larger events were selected). (i) Global Ca²⁺ influx. (j–l) Intensity profiles of a β-cell cluster, (j) at baseline, (k) in the presence of an elementary event after addition of NAADP-AM, (l) during global Ca²⁺ influx. Images are pseudocoloured with warmer colours representing higher levels of fluorescence. (m) Representative trace of a β-cell showing spiking Ca²⁺ events triggered by NAADP-AM. Maximum intensity change normalised to baseline is plotted against time. Extracellular Ca²⁺ was re-admitted at the end of the experiment; leading to a global Ca²⁺ response.

To resolve these individual events in more detail, a spark detection algorithm was used (see Methods) which also removed the underlying ‘ramp’ in cell Ca²⁺ that can be seen in Fig. 2m. There is an increasing frequency of events following application of 100 nM NAADP-AM or 16.5 mM glucose to a maximum; followed by a gradual decline (Figs. 3a, b, S6). This is in accordance with the self-limiting nature of these types of signals when stores cannot be replenished during sustained stimulation²⁸ or desensitization to signals such as NAADP^22,29. To quantify the changes in frequency, the mean percentage of frames showing at least one spike (defined as an event 2 standard deviations above mean baseline ∆F/F₀) was determined for the baseline (last 80–100 frames before stimulus) and after the addition of raised glucose or NAADP-AM. As illustrated in Fig. 3e, f, both 100 nM NAADP-AM and 16.5 mM glucose evoked an approximately ten-fold increase in spike frequency.

Figure 3.

Quantification of calcium release events in response to glucose and NAADP-AM in low EGTA (100 μM). (a–c) Representative TIRF traces of β-cells stimulated with: (a) 100 nM NAADP-AM after preincubation with thapsigargin, (b) 16.5 mM glucose after preincubation with thapsigargin, (c) 6 mM glucose without thapsigargin preincubation. (d) Epifluorescence recording (all other parameters equal) using 6 mM glucose without thapsigargin preincubation. Maximum intensity change of subsequent frames after normalising to baseline plotted against time. Insets show magnified events for each of the three experimental stimuli, chosen to illustrate the variation in event size. (e–g) Percentage of frames showing elementary events (defined as events of an amplitude more than 2 standard deviations above baseline mean) before (baseline) and after stimulus addition. (e) NAADP-AM; n = 20 (8 experiments, 4 Animals), t(19) = 7.90, p < 0.01, 90% response rate. (f) 16.5 mM glucose; n = 14 (6 experiments, 4 Animals), t(13) = 7.44, p < 0.01, 100% response rate. (g) 6 mM glucose; n = 18 (6 experiments, 6 Animals), t(17) = 2.61, p < 0.01, 50% response rate. * denotes significance; paired samples, one-tailed t-tests.

Having unmasked discrete Ca²⁺ signals in response to a high concentration of glucose (16.5 mM) after thapsigargin pre-incubation, this raises the question of whether similar responses could be evoked by a smaller increase in extracellular glucose without the use of thapsigargin. We examined whether a doubling of glucose from 3 to 6 mM (a stimulatory concentration within the physiological range) without thapsigargin pre-incubation, would still allow us to detect visible Ca²⁺ events with TIRF. We reasoned that at lower concentrations of glucose, less ATP would be produced, resulting in lower SERCA activity, which would otherwise obscure detection of local Ca²⁺ events. As shown in Fig. 3c, the effects of stimulation with low glucose in the absence of thapsigargin resemble those of stimulation with high glucose in the presence of thapsigargin. The percentage of frames containing spikes is significantly higher after raising extracellular glucose to 6 mM (15%) than at baseline (4%; Fig. 3g). Using epifluorescence microscopy, no local Ca²⁺ release events could be detected (Fig. 3d).

To analyse the nature of the elementary Ca²⁺ events, optical quantal analysis was carried out on images like those shown in Fig. 4d, e (Fig. 4a, b show the same cells under brightfield microscopy and TIRF, respectively). Plotting the frame-maxima across all cells stimulated with NAADP-AM results in the frequency distribution depicted in Fig. 4f. Modes are visible in the ‘tail’ of this decaying function which occur at a period of around 0.05 ∆F/F₀ (see figure inset). This order of magnitude is comparable to optically-assessed Ca²⁺ blips through IP₃ receptors (0.1 ∆F/F₀²⁷) and the smallest imaged IP₃-evoked Ca²⁺ signals in pancreatic acinar cells (< 0.1∆F/F₀³⁰). To demonstrate the quantal nature of the Ca²⁺ responses at the level of the individual cell, responses from a representative cell cluster are shown in Fig. 4g. Specific regional areas of interest (ROIs) within the cell were chosen by hand on the basis of their containing at least one Ca²⁺ signalling event. These ROIs were then analysed for their mean amplitudes after subtraction of baseline fluorescence. Events were included if they lay above baseline mean + 2 SDs) of that particular cell. The frequency distribution displays modal behaviour as illustrated by the poly-Gaussian function fitted to it, and the putative unitary event amplitude for this cell cluster is 0.03 ∆F/F₀.

Figure 4.

Quantal analysis of elementary events. (a–e) Illustration of spark analysis, including examples of elementary release events in response to 16.5 mM glucose detected by normalisation, frame by frame and background subtraction in 3 individual β-cells: (a) Original brightfield, (b) TIRF, (c) Boundaries used in detection analysis, (d–e) Individual events isolated by analysis. Note that images of glucose-induced events were chosen for illustration of the analysis mechanism; quantal analysis was carried out exclusively on NAADP-AM stimulated cells. (f) Frequency histogram of maximum intensity change after NAADP-AM Stimulation (n = 20), the vertical line at 0.44 ΔF/F₀ denotes 2 standard deviations above baseline mean. (g) Frequency histogram of mean event amplitudes across areas of interest (n = 51) within a single cell cluster stimulated with NAADP-AM in the presence of 5 mM EGTA. The five peaks of the putative modal distribution in the data were selected as means for individual Gaussian distributions; and 3–4 bins to their left and right used to calculate the respective distribution’s standard deviation. The resultant means and standard deviations were used to fit a quintuple Poly-Gaussian function (Sum of five Gaussian functions with Means, SDs: 0.143, 0.007; 0.171, 0.008; 0.201, 0.0089; 0.235, 0.0092; 0.270, 0.0103, respectively) to the data. Histogram was cropped for better resolution-values below event cutoff (2 standard deviations above baseline mean: 0.1 ΔF/F₀) are not included and actual maximum intensity bin is 2.09–2.095.

Discussion

The above experiments demonstrate that β-cells show great variability in their Ca²⁺ responses and a high level of spontaneous activity; supporting the notion of a β-cell’s ‘Ca²⁺ fingerprint’³¹. As β-cells are frequently examined in artificially amplified resting and active states during experiments^6,32, we have shown here that stimulation with the high glucose concentrations often employed, leading to high SERCA activity³³, obscures more subtle Ca²⁺ changes taking place within the cell. It is probable that multiple stores and channels play a part in this process^32,34. The fact that the events occur after pre-incubation with thapsigargin, ruling out the ER as a source, are most striking when triggered with NAADP-AM which targets acidic stores, and are localised just beneath the membrane (the primary location of insulin granules, a subset of the acidic organelles in the β-cell³⁵), is a strong suggestion that the source of these events are acidic Ca²⁺ storage organelles. However, further pharmacological studies are required to fully delineate the origin of these signals.

With the discovery of two-pore channels (TPCs) as the putative target for NAADP^36,37, and the present discovery of elementary Ca²⁺ release events in response to NAADP; it is likely that NAADP-evoked Ca²⁺ signals from acidic stores are built from elementary events via activation of TPCs. It was suggested in 1996 that NAADP-mediated Ca²⁺ release was quantal on the basis of its graded release from sea urchin homogenate³⁸ and in intact sea urchin eggs localized Ca²⁺ responses ascribed to the osmotic lysis of acidic stores by GPN³⁹; 25 years on, we may have evidence in a mammalian cell type that a similar principle operates. Thus with the existing sets of elementary Ca²⁺ signals: IP₃, the IP₃R, and blips; cADPR, the RyR, and quarks, respectively, elementary Ca²⁺ release events appear to be a governing principle of intracellular Ca²⁺ signalling, regardless of channels involved or Ca²⁺ storage organelle.

In addition to demonstrating elementary Ca²⁺ signals in response to NAADP for the first time, the present study also suggests a potential role for these events in stimulus-secretion coupling in β-cells. NAADP has been shown to elicit Ca²⁺ signals and insulin release in mouse pancreatic β-cells^7,22,10,11. Whilst there is argument over the identity of NAADP’s target in the β-cells^7,40,41, mutations in the two-pore channel gene (TPCN2), the potential principal target for NAADP, have been implied in the inheritance of diabetes type 2 in humans⁴². Localized Ca²⁺ signals from acidic stores have been proposed to cause depolarisation by activating calcium-dependent cation channels in the plasma membrane as we have previously observed^7,43, such as TRPM4⁷ and TRPM5^44,46,47. NAADP applied through a patch-pipette evoked small oscillatory cation currents which were preceded by small Ca²⁺ transients⁷ which were abolished in cells from Tpcn2^−/− mice. Importantly, elevating glucose concentrations evoked similar cation currents, which along with those evoked by NAADP were inhibited by the NAADP antagonist, Ned-19⁷. We have now imaged these localized Ca²⁺ events with our TIRF methodologies in the current study. However, local Ca²⁺ release from acidic stores is also known to trigger CICR in many cells, likely involving membrane contact sites with the ER⁴⁸. In yet other cell types, NAADP was shown to induce localized Ca²⁺ release from secretory granules to initiate their own exocytosis⁴⁹. In pancreatic β-cells, ER Ca²⁺ leak and subsequent uptake into mitochondria via the mitochondrial Ca²⁺ uniporter (MCU) complex have been proposed to prime ATP synthesis⁵⁰. Since it has been suggested that TPCs can be blocked by ATP⁵¹, there may be a complex interplay between Ca²⁺ release from acidic stores and the dynamics of ATP concentrations at the subcellular level.

Thus we propose that during stimulus-secretion coupling in β-cells K_ATP channel closure induced by a rise in local ATP levels increases membrane resistance allowing small cation currents, activated by localized Ca²⁺ signals (a summation of elementary Ca²⁺ events from intracellular stores and CICR) to initiate depolarization of the plasma membrane. This in turn results in the opening of L-type Ca²⁺ channels whose mediation of larger globalized Ca²⁺ signals triggers insulin granule exocytosis. This model differs from, but contains elements of, each of the three models of a K_ATP channel independent pathway previously discussed. The present investigation suggests that glucose initially generates localized Ca²⁺ signalling events based on Ca²⁺ release from non-ER, likely acidic, stores prior to the influx of Ca²⁺ through VGCCs. We propose that some of the elementary trigger events involved are likely to be mediated by NAADP as we have previously suggested^7,24,45.

Methods

Primary β-cell culture

Mouse pancreatic islets from 10–14 week-old WT male mice (of a mixed C57BL/6;129P2 background obtained from the European Mouse Mutant Archive, EMMA) were isolated as described previously⁵². Islets were dispersed into single cells or cell clusters and plated onto poly-L-lysine coated glass coverslips (Menzel) and incubated in cellstar dishes (Greiner) at 37 °C for 4–7 h before adding cell culture medium (RPMI 1640, -glucose + glutamine, Gibco), supplemented with penstrep (10,000 U/ml penicillin/10,000 μg/ml streptomycin, Gibco) and 10% fetal bovine serum (FBS, Gibco) containing 10 mM glucose and incubated for a further 15–17 h before first use. Cells were loaded with 500 nM fluo 4-AM (Invitrogen) for 1 h in the dark, before being washed with imaging buffer (NaCl 130 mM, KCl 5.2 mM, MgCl₂ 1 mM, HEPES 10 mM, CaCl₂ 1.7 mM; pH: 7.4, 280–340 mOsm/kg) containing 3 mM glucose and left in this for 10 min before start of recording. Experiments were conducted exclusively at 37 °C, and with a baseline glucose concentration of 3 mM, simulating physiological conditions. Experiments to demonstrate localised elementary events were conducted on both single cells and small clusters; at an estimated ratio of 50% cells, 50% clusters. Clusters lend themselves to TIRF experiments, as they provide a large area positioned in the same focal-plane. Dispersed cells are usually at marginally different focal planes due to the inherent curvature of the glass coverslip. In studies using Ca²⁺-free medium, extracellular Ca²⁺ was re-admitted at the end of the experiment to visualise a global response as a verification of the cell’s viability. In experiments to visualise acidic stores, cells were preincubated for 10–30 min with LysoTracker Red (Invitrogen) at 200 nM. NAADP-AM was synthesised as previously described¹³. Batches varied in potency due to different efficiencies of synthesis and storage degradation as determined by HPLC analysis.

Imaging

Cells were excited with an Argon-Ion laser (Andor DU-897, 40 mW; Melles Griot) at 488 nm, and images were obtained using a Nikon Evanescent Wave Imaging System; an Inverted Total Internal Reflection Microscope (Nikon Eclipse Ti) equipped with 60 × and 100 × CFI Apochromat TIRF Series oil-immersion lenses. These lenses have a numerical aperture of 1.49, which allowed for a maximal incident angle of 76.87° calculated by α ≥ sin⁻¹ (n₂/n₁) , n₁ > n₂, where n₁ is the refractive index of the cover glass (1.53), and n₂ the numerical aperture of the lens (1.49). The exact angle for experimentation was determined using a Bertrand lens and the beam adjusted. This allowed for an evanescent wave illuminating the specimen to a depth of around 100 nm. All parameters were controlled using NIS Elements AR 4.0 (Nikon). Images were acquired at a rate of 3.3 Hz for single channel recordings (i.e. only TIRF or Epifluorescence) and at a pre-programmed rate for dual channel recordings (Frame Rate Epi: 1 Hz. Frame Rate TIRF: 3.3 Hz). Data in Fig. S5 and Movie 2 were acquired using NIS Elements RAM capture mode (acquisition rate ~ 46 Hz). A CCD camera (Andor iXon +) was used to capture emitted fluorescence at 515–555 nm (Binning: 1 × 1, Exposure: 300 ms, Multiplier: 89, Readout Speed: 10 Hz, Conversion Gain: 1x, Dimensions: 512 × 512, 160 nm/pixel).

Analysis

For quantal analysis, fluorescence change across each whole cell (selected as an area of interest, ROI, see Fig. 4c) was analysed by first normalising each image (time frame) pixel by pixel with respect to the average fluorescence across the last 80–100 frames before cell stimulation with glucose or NAADP-AM (cells stimulated using glucose were not used for quantal analysis, as it is an unspecific stimulus and may trigger events via multiple pathways). To eliminate the moving baseline (ramp), a frame by frame subtraction function was used. Of these normalised, baseline-controlled images, the maximum intensity within each cell was measured. A similar algorithm has been used for 2D images previously⁵³, and while this paper was in preparation, an automated system applying a sophisticated version of it was released⁵⁴. From the measured maximum intensities for each cell over time, frequency histograms were compiled to depict the quantal nature of the events, where events more than 2 standard deviations above the baseline mean were considered genuine. This is a standard estimate of minimum spark amplitude³⁰. All analysis was conducted in NIS Elements AR 4.0 (Nikon) and MS Excel 14 (Microsoft). Figures were prepared in Illustrator CS6 (Adobe). Ca²⁺ traces are of fluorescence change relative to baseline mean fluorescence (∆F/F₀). Baseline mean fluorescence (F₀) was calculated from the fluorescence of the last 80–100 frames before stimulation. Traces are representative, as indicated in figure legends. Ca²⁺ fluorescence images are pseudo-coloured so that changes in colour reflect changes in fluorescence. Warmer colours represent higher levels of fluorescence. Statistical analysis was conducted in MS Excel 14 and SPSS 19 (IBM). Student’s t-tests (paired or unpaired, one- or two-tailed, as applicable) were used to determine the statistical significance of observed effects (p < 0.05, p < 0.01, as stated). Charts illustrating statistical differences between groups depict mean ± standard error of the mean (SEM) unless stated otherwise. Videos for supplementary information were prepared from Nikon .nd2 files and rendered using Premiere Pro CS6 (Adobe).

Animal experiments

The procedures to prepare primary β-cell cultures from mice were conducted in line with the UK Animals (Scientific Procedures) Act 1986, using exclusively Schedule 1 methods, and approved by the University of Oxford’s Local Ethical Review Committee.

Author contributions

A.G., T.P. and P.M.H. designed the experiments. P.M.H. conducted the experiments. A.G. and T.P. supervised the project. P.M.H., T.P. and A.G. prepared the manuscript. All authors reviewed the results and approved the final version of the manuscript.

Competing interests

The authors declare no competing interests.

Supplementary Information

The online version contains supplementary material available at 10.1038/s41598-021-88906-0.