Abstract
In many non-excitable cells, the depletion of endoplasmic reticulum (ER) Ca2+ stores leads to the dynamic formation of membrane contact sites (MCSs) between the ER and the plasma membrane (PM), which activates the store-operated Ca2+ entry (SOCE) to refill the ER store. Two different Ca2+-sensitive proteins, STIM1 and extended synaptotagmin-1 (E-syt1), are activated during this process. Due to the lack of live cell super-resolution imaging, how MCSs are dynamically regulated by STIM1 and E-syt1 coordinately during ER Ca2+ store depletion and replenishment remain unknown. With home-built super-resolution microscopes that provide superior axial and lateral resolution in live cells, we revealed that extracellular Ca2+ influx via SOCE activated E-syt1s to move towards the PM by ~12 nm. Unexpectedly, activated E-syt1s did not constitute the MCSs per se, but re-arranged neighboring ER structures into ring-shaped MCSs (230~280 nm in diameter) enclosing E-syt1 puncta, which helped to stabilize MCSs and accelerate local ER Ca2+ replenishment. Overall, we have demonstrated different roles of STIM1 and E-syt1 in MCS formation regulation, SOCE activation and ER Ca2+ store replenishment.
Introduction
Various cellular organelles communicate via MCSs that mediate important cellular processes, such as intracellular signaling, metabolism, metabolite trafficking and organelle division1. Upon depletion of Ca2+ stores, STIM1 on the ER membrane changes configuration to form transient MCSs via its interaction with Orai1 on the PM2, which opens Ca2+ release-activated Ca2+ (CRAC) channels to mediate the store-operated Ca2+ entry (SOCE)3. Subsequently, Ca2+ influx via SOCE activates E-syt1 to dock ER onto the PM that’s enriched with phosphatidylinositol 4,5-bisphosphate (PIP2), culminating in the formation of new ER-PM contacts4–6. E-syt1-MCSs appear partially co-localized with STIM1 in live HeLa cells upon ER Ca2+ store depletion and replenishment5, and catalyze phospholipid shuttling between ER and PM that mediates the sustained activation of the receptor-induced Ca2+ signaling pathway6 and the slow Ca2+-dependent inactivation of the CRAC current7. However, arguing against a collaborative role of E-syt1 and STIM1 in inducing MCSs, knockdown of E-syt1 failed to reduce SOCE4, distinct from the essential role of STIM1 in the activation of SOCE8,9. Under an electron microscope, the ER membrane in the MCSs formed by E-syt1 is ~15 nm away from PM, while the ER membrane in the MCSs formed by STIM1 are further away from the PM (~22 nm)6,10, despite no dynamic information is available. Conventional live fluorescence imaging techniques, on the other hand, do not have sufficient spatiotemporal resolution to resolve MCSs that have an average size of ~100 nm in the lateral direction11. Although super-resolution imaging techniques were used to explore the structure of MCSs12, the prerequisite need for excessive photons has prevented the unequivocal visualization of the in vivo assembly and disassembly of ER-PM MCSs in live cells.
Results
To address these problems, we have built a versatile variable-angle total internal reflection fluorescence microscopy (VA-TIRFM) system that enables live-cell super-axial-resolution volumetric imaging13, which allows to recover dynamic with a 3D volume from images obtained at continuously varied incident angles, and another high-NA total internal reflection fluorescence structured illumination microscopy (TIRF-SIM) with the ~sub 90 nm lateral resolution at minimal photon budgets14. Using the VA-TIRFM system, we performed live-cell imaging of HEK293 cells expressing ER membrane-located red fluorescent marker mCherry-Sec 61β at different incident angles under the TIRF mode13,15. The raw images were then reconstructed using a previously developed algorithm16 and rendered in Amira (Thermo Scientific, USA) to enable three-dimensional structure visualization (Detailed in the Material and Methods, and in Supplementary Fig. 1, Video S1). Using this method, we could identify mCherry-Sec 61β labeled ER structure in the layer 100–150 nm beneath the PM (Fig. 1a) but not in the layers one section above (50–100 nm) or below (150–200 nm), indicating an axial resolvability of 50 nm. On the other hand, with the high-NA, dual-color TIRF-SIM, we could achieve a lateral resolution of ~85 nm and 100 nm for EGFP and 647-SiR (to label SNAPf-E-syt1, Fig. 1b,c), which helps to resolve a large fluorescent puncta in the TIRF to be four parallel-arranged ER tubules (Fig. 1d).
Having established these methods, we monitored the changes in the ER structures within a 0–50 nm depth beneath the PM using our VA-TIRFM. In resting HEK293 cells co-expressing STIM1-EGFP and mCherry-Sec 61β, we observed almost no ER structures in the layer 0–50 nm beneath the PM (Fig. 2a,b). We used 2,5-di-(t-butyl)-1,4-benzohydroquinone (tBuBHQ), which is a reversible sarcoplasmic/ER Ca2+-ATPase (SERCA) inhibitor, to deplete the ER Ca2+ store in a Ca2+-free bath solution, followed by store replenishment via SOCE by switching to a bath solution containing 1.26 mM CaCl2 5. Upon ER Ca2+ store depletion, STIM1 gradually aggregated to induce new ER-PM MCSs formation, as indicated by the increased number and size of the STIM1-EGFP and mCherry-Sec 61β, which remarkably co-clustered within 50 nm beneath the PM in the raw images, and the images rendered by volumetric imaging (Fig. 2a) and quantification analysis (Fig. 2c). However, subsequent Ca2+ entry via SOCE failed to induce a further increase in either the number or the size of MCSs (Fig. 2a).
E-syt1-mediated ER-PM MCSs were already partially appeared under resting conditions and the depletion of the ER Ca2+ store led to a subtle accumulation (Fig. 2b). Nevertheless, subsequent activated Ca2+ influx via SOCE triggered a massive expansion in both the number and size of MCSs (Fig. 2b), which occupied up to 20% of the cell membrane after the E-syt1 activation (Fig. 2c). The shapes of the E-syt1-mediated MCSs were more irregular than those of the STIM1-mediated MCSs (Fig. 2d). To quantify the stimulation-evoked axial movements of the E-syt1 and STIM1 proteins, we simultaneously plotted fluorescence signals from different layers throughout the entire process. Upon the ER Ca2+ store depletion, the increases in the STIM1 fluorescence in the layer 0–50 nm beneath the PM were parallel with the decreases in the STIM1 fluorescence in the deepest layer observed (550–600 nm beneath the PM) with similar kinetics, while the STIM1 fluorescence in the middle layer (200–250 nm beneath the PM) remained nearly unchanged (Fig. 2e). In contrast, following Ca2+ influx, the EGFP-E-syt1 signals in the deeper layers did not change, while the signal intensity increased in the layer 0–50 nm beneath the PM (Fig. 2f). Altogether, our results suggest that STIM1 migrates from the internal ER tubules to the cell surface to mediate STIM1-MCS formation upon ER Ca2+ store depletion, while Ca2+ influx induces a further approach of E-syt1 molecules that were previously docked at the cell periphery towards the PM to form E-syt1-MCSs. In activated E-syt1 puncta exhibiting increases in fluorescence intensity with no apparent protein aggregation, SOCE triggered an increase of fluorescence intensity by 27 ± 6% (n = 23). Assuming an exponential decay of TIRFM excitation determined by the illumination angle, such changes of fluorescence intensity corresponded to an axial movement of 12 ± 2 nm (explained in detail in Material and Method), consistent with previous reports4,6,10. Therefore, MCSs mediated by STIM1 or E-syt1 differ in formation kinetics, morphology and mechanism.
Next, we examined how STIM1 and E-syt1 interact with each other during Ca2+ store depletion and replenishment in HEK293 cells co-transfected with both STIM1-EGFP and SNAPf-E-syt1. Under regular TIRFM, STIM1 and E-syt1 mostly co-localized regardless of whether the cells were in resting state, or after store depletion or subsequent SOCE activation (Supplementary Fig. S2). However, as VA-TIRFM did not provide sufficient resolution in the lateral axis, it may not accurately differentiate STIM1 and E-syt1 puncta under different experimental conditions. TIRF-SIM, on the other hand, allows to observe that STIM1 but not E-syt1 puncta form upon Ca2+ store depletion (Fig. 3a). Within the first tens of seconds after the initiation of SOCE, these STIM1 puncta, before complete disassembly, quickly rearranged into ring structures enclosing the emerging E-syt1 puncta, which have never been observed before (arrowheads, Fig. 3a, Supplementary Video S2). If HEK293 cells were transfected with STIM1 and Sec 61β, then STIM1 puncta evoked by store depletion remained unchanged after switching to a Ca2+-containing solution (Supplementary Fig. S3)8,9,17, indicating that STIM1 alone does not mediate ring-shaped MCS formation. In contrast, in HEK293 cells overexpressing EGFP-E-syt1 and mCherry-Sec 61β, the Ca2+ influx-induced EGFP-E-syt1 puncta were also surrounded by mCherry-Sec 61β rings that emerged during SOCE activation (Fig. 3b, Supplementary Video S3). Moreover, EGFP-KDEL, a canonical probe to label the ER lumen, also exhibited ring-shaped structures enclosing the E-syt1 puncta upon Ca2+ store replenishment (Fig. 3c). Collectively, these data suggest that the E-syt1 help to re-arrange neighboring ER structures into ring-shaped MCS, but do not constitute the ER-PM contacts per se. Interestingly, the STIM1 rings (230 ± 22 nm in diameter, n = 112) were smaller than the Sec 61β and KDEL rings (Sec 61β: 282 ± 31 nm, n = 131, p < 0.05; KDEL: 279 ± 28 nm, n = 94, p < 0.05, Fig. 3C and Supplementary Fig. S4, Video S4), indicating that STIM1 proteins were preferentially located at the innermost edges of the rings, and may function collaboratively with E-syt1 to form the ring-shaped MCSs.
To examine the consequence of MCS re-arrangements from punctate to ring-shaped structures, we tracked STIM1-EGFP labeled ER structures close to the PM and analyzed their trajectories under different conditions in cells co-transfected with SNAPf-E-syt1. In resting cells, the cortical ER moved randomly and rigorously, as shown by the large time-dependent linear increase in the mean squared displacement (MSD) (Fig. 4A,B). Using tBuBHQ to deplete the ER Ca2+ store, STIM1 formed punctate MCSs, which resulted in overall reductions in the ER mobility with a smaller MSD (<0.92 μm2) (Fig. 4c). The extracellular Ca2+ entry further transformed punctate ER-PM MCSs into ring shaped structures which became even more restricted in motion (MSD < 0.41 μm2) (Fig. 4c, also Supplementary Video S5). Therefore, following sequential ER store depletion and replenishment, MCSs become more stably anchored to designated sites.
Finally, we explored whether these stable MCSs facilitate cellular and ER Ca2+ regulation. We either loaded HEK293 cells with the fluorescent calcium indicator Cal-520 or transfected cells with the gene-encoded ER Ca2+ indicator G-CEPIA1er18. When compared to control cells, overexpression of STIM1 alone potentiates maximal Ca2+ transients evoked by SOCE, but did not affect tBuBHQ-stimulated ER Ca2+ store release or rate of ER Ca2+ uptake (Supplementary Fig. S5A). On the other hand, consistent with the lack of an effect of E-syt1 on cytosolic Ca2+ transients4,5. tBuBHQ-stimulated ER Ca2+ store release and Ca2+ influx via SOCE were indistinguishable between control cells and cells transfected with E-syt1, or between cells overexpressing STIM1 and those overexpressing both STIM1 and E-syt1 (Supplementary Fig. S5A, B). Paradoxically, during store replenishment the ER Ca2+ concentration in cells expressing E-syt1 exhibited a much faster rise than cells without E-syt1 overexpression, including those cells with up-regulated SOCE due to STIM1 overexpression (Supplementary Fig. S5C, D). Given that the transfection with E-syt1 did not increase the amplitude or the speed of SOCE per se, we wondered whether the accelerated replenishment of the ER Ca2+ store was due to the more stably tethered ER-PM MCSs. Therefore, we used TIRF-SIM to examine the local ER Ca2+ dynamics at the MCSs in cells co-transfected with SNAPf-E-syt1 and G-CEPIA1er (Fig. 4d,e, Supplementary Fig. S6), and normalized the fluorescence intensities of G-CEPIA1er by those of SNAPf-E-syt1 at the same location to remove the effect of axial movements on the G-CEPIA1er signal (Supplementary Fig. S6B). As shown in the representative examples in Fig. 4d,e, the Ca2+ levels in the mobile ER tubules and puncta were relatively unchanged even in the presence of Ca2+ influx via SOCE. However, once the mobile E-syt1 puncta became stationary and formed ring structures, the luminal Ca2+ levels in the corresponding spots increased and manifested as either abrupt Ca2+ transients or slow increases in Ca2+ levels (Fig. 4e). On average, the delay between the addition of Ca2+ to the bath solution and initiation of the increase in the ER Ca2+ level in initially stationary G-CEPIA1er structures was significantly less than that in the initially mobile structures (Fig. 4f). Moreover, the ER Ca2+ uptake rates in the stationary G-CEPIA1er structures were higher than those in the mobile structures (Fig. 4g), and these rates were inversely correlated with the size of the region enclosing the MCS movement (Fig. 4h). Altogether, stably anchored MCSs surrounding E-syt1 puncta replenish the ER Ca2+ store more rapidly and locally with the same amount of Ca2+ influx rate via SOCE.
Discussion
Based on our data and current knowledge, we propose the following model (Fig. 5): in non-excitable cells, the agonist- or antigen-mediated activation of G protein receptors on the PM increases phospholipid C activity, which hydrolyzes PIP2 to generate inositol trisphosphate to release ER Ca2+ stores. Upon partial ER Ca2+ store depletion, STIM1 begins to move toward the PM to form MCSs and activate SOCE on the PM. Subsequently, Ca2+ influx via SOCE triggers E-syt1 that reshapes the originally formed MCSs into ring structures, which was, for the first time, revealed by our live cell super-resolution microscopy system. MCS rings are closer to the PM and are more stable, which facilitates rapid replenishment of ER Ca2+ stores possibly via enhancing the Ca2+ translocation activity of SERCA proteins that are enriched also at the ER-PM MCSs19,20. Together with the Ca2+-dependent slow inactivation of CRAC channels attributed to the shuffling of PIP2 on the PM7, efficient ER Ca2+ store replenishment de-activates STIM1, closes the CRAC channels, and limits the duration of extracellular Ca2+ entry, thereby preventing possible Ca2+ overload and toxicity. Finally, de-activated STIM1 in rings may disassemble more rapidly than STIM1 puncta, as more STIM1 molecules are exposed to the surrounding environment in the ring structures (Fig. 5). Interestingly, it is known that knocking down endogenous E-syt1 delayed the clearance of cytosolic Ca2+ after the peak evoked by SOCE (Figure 7I in4). The mechanism was not known in the previous study4, but could be explained by the possible coupling between E-syt1 and SERCA, i.e. E-syt1 may contribute to ER Ca2+ store replenishment through regulating SERCA. Following the knockdown of E-syt1, pulsed histamine stimulation at 1 pulse/min triggered the damping of cytosolic Ca2+ transients over time (Figure 6G in6), which was hypothesized to be due to defective PIP2 replenishment6. As E-syt1 is important for the refilling of ER Ca2+ store (Figs 4 and S5), reduced endogenous E-syt1 may lead to incomplete ER refilling during sustained receptor activation and contribute to the gradually reduced ER Ca2+ release.
It is unexpected that the E-syt1 puncta evoked by Ca2+ influx were devoid of other ER components, including the membrane protein SEC 61β and luminal protein KDEL (Fig. 3). Because the cytosolic domain of E-syt1 is longer than that of STIM14,6, interaction of E-syt1 with lipids on the PM may allow other short-length tethering proteins to collaboratively function in reshaping ER-PM MCSs. Another counter-intuitive finding is that the Ca2+ levels and dynamic changes among different ER-PM MCSs during store replenishment were relatively heterogeneous (Fig. 4d,e and Supplementary Fig. S6), which is hard to reconcile with the fast Ca2+ diffusion and equilibrium process within the ER lumen. The cortical ER can extend to the cell surface as narrow tubules of ~15 nm in diameter10. Moreover, the dense tubular matrices of the peripheral ER can be extremely dynamic21. Thus, narrow and fast-moving ER tubules connected to MCSs may constitute the diffusion barrier of luminal Ca2+ and create transient Ca2+ micro-domains at the ER-PM MCSs. Whether these compartmentalized ER structures play additional roles in restricting signaling pathways other than Ca2+ or creating insulated micro-domains enriched in lipids and protein complexes remains to be addressed in future.
In summary, here we have revealed a unique role of E-syt1 in structurally reshaping and stabilizing pre-existed STIM-mediated ER-PM MCSs, which enables rapid ER Ca2+ store replenishment by STIM1-dependent Ca2+ influx via SOCE. Although the present study is conducted in HEK cells with exogenously over-expressed E-syt1, the similar mechanism also operates in A2058 cells with endogenous E-syt1s during ER Ca2+ store replenishment (Fig. S7). Because E-syt1 is ubiquitously expressed22, the mechanism discovered here may also mediate ER-PM MCSs in other cell types, such as neurons10 and migrating cancer cells23. Besides STIM1 and E-syt1, there exist many other tethering proteins that mediate ER-PM MCSs24. One insight from our study is that the addition or loss of one tethering protein may profoundly change the local structure of MCSs to better coordinate reciprocal information flows, and these dynamic processes can be studied with live super-resolution imaging microscopy techniques.
Material and Methods
Cell culture and fluorescence labeling
HEK293 cells were originally purchased from ATCC, and have been used in several previous papers25,26. HEK293 cells of the passage number within 30 were used, and cultured in high-glucose Dulbecco’s Modified Eagle’s Medium (DMEM) without phenol red (Life Technologies) supplemented with 10% (vol/vol) fetal bovine serum (FBS), 100 U/ml penicillin and 100 U/ml streptomycin. A2058 (obtained from ATCC) cells were cultured in Dulbecco’s modified Eagle’s medium supplemented with 10% fetal bovine serum (Life Technologies, Inc.). The cells were grown at 37 °C in a humidified atmosphere of 5% CO2 and 95% air. The transient transfection was performed using Lipofectamine 2000 (Invitrogen) according to the manufacturer’s instructions. After the transfection, the cells were trypsinized and seeded onto poly-L-lysine-coated customized high refractive index coverslips.
The cells transfected with SNAPf-E-syt1 were labeled with 3 µM cell-permeable far-red SNAP-Cell 647-SiR (New England BioLabs, Catalog # S9102S, excitation/emission at 645/661 nm) at 37 °C and 5% CO2 for 30 min, washed three times with fresh medium and incubated for another 30 min before imaging.
Coverslip preparation
To clean the custom-made coverslips (25 mm diameter, 0.15–0.17 mm thick) for the live-cell imaging, we immersed the coverslips in 10% Alconox (Sigma-Aldrich), followed by sonication for 20 min. After 8 rinses in deionized water, the coverslips were sonicated in acetone for 15 min and then sonicated again in 1 M KOH for 20 min. Finally, we extensively washed the coverslips with deionized water, followed by sonication for 10–15 min. The clean coverslips were stored in 95% ethanol at 4 °C.
Reagents and antibodies
tBuBHQ was purchased from Alomone Labs. Primary antibodies: anti-STIM1 (ProteinTech) rabbit polyclonal antibody (11565-1-AP); anti-Esyt1 (Sigma-Aldrich) rabbit polyclonal antibody (HPA016858); mouse monoclonal anti-tubulin antibody (Sigma-Aldrich). Secondary Antibody: goat anti-rabbit IgG (H + L) cross-adsorbed secondary antibody, Alexa Fluor® 647 conjugate (A-21244); anti-rabbit-HRP (Santa Cruz).
Plasmid constructs and subcloning
The plasmids EGFP-E-syt14, mCherry-Sec 61β27 and G-CEPIA1er18 were obtained from De Camilli lab, Voeltz lab and Lino labs through Addgene. SNAPf-E-syt1 was generated by inserting the E-syt1 gene into a pSNAPf vector (New England BioLabs, Catalog # N9183S). All plasmid constructs used in this study were prepared according to standard molecular cloning approaches and validated by DNA sequencing.
Western Blot Analysis and Immunofluorescent Staining
Human melanoma A2058 cells transfected with mSec 61-mCherry were fixed in 4% paraformaldehyde in PBS for 1 hour at room temperature, permeabilized in 0.2% Triton X-100 buffer for 20 minutes, and then blocked in PBS containing 0.2% goat serum. For immunofluorescence staining, cells were stained with primary antibody 1:200 at room temperature overnight. Slices were washed twice and incubated with secondary antibody before mounting with Antifade.
Equal amounts of proteins were loaded and separated on SDS-PAGE (4–12% SDS Bis Tris gels, ThermoFisher Scientific). Protein bands were transferred from the SDS-PAGE to a nitrocellulose membrane which were probed with primary and then secondary antibodies. Secondary antibodies were incubated for 1 h at room temperature. Chemiluminescence was visualized and exposed to film after washing.
Imaging with VA-TIRFM and high-NA TIRF-SIM
To monitor MCSs dynamics, cells transfected with SNAPf-E-syt1/mCherry-Sec 61β/STIM1-EGFP or with G-CEPIA1er were initially bathed in Ca2+-free Hank’s Balanced Salt Solution (Ca2+-free HBSS, in mg/L: D-Glucose 1000, NaCl 8000, Na2HPO4 48, NaHCO3 350, KCl 400, and KH2PO4 60, pH 7.4 adjusted with 1 mM NaOH). Under resting conditions, 150 frames of the images were taken at 5.28 Hz using VA-TIRFM or high-NA TIRF-SIM. Then, these cells were treated with 100 μm tBuBHQ for 5 min, and 150 frames at 5.28 Hz were obtained. After washing the tBuBHQ, we began to perform 200-frame imaging (5.28 Hz), and during the imaging, the incubation solution was changed to Ca2+-containing HBSS (in mg/L: D-Glucose 1000, CaCl2 140, NaCl 8000, Na2HPO4 48, NaHCO3 350, KCl 400, KH2PO4 60, MgCl2·6H2O 100, and MgSO4·7H2O 100, pH = 7.4 adjusted with 1 mM NaOH) by perfusion. We selected representative frames under each condition for presentation in the figures.
Cytosolic and ER calcium imaging using wide-field microscopy
To image the cytosolic Ca2+, the cells were loaded with Cal-520-AM (5 μM) for 20 min at 37 °C. After three washes, we incubated the cells for another 20 min in fresh DMEM without phenol red at 37 °C. To image the whole-cell ER Ca2+, the cells were transfected with pCMV G-CEPIA1er. Then, these two cell types were transferred to Ca2+-free HBSS for time-lapse imaging at 2 Hz using wide-field microscopy. The entire imaging process included 1 min under resting conditions, 5 min of incubation with tBuBHQ, ~3 min of recovery after washing the tBuBHQ and another 5 min after changing to Ca2+-containing HBSS.
VA-TIRFM and image reconstruction
The VA-TIRFM instrument was built on a commercial inverted Olympus IX81 microscope equipped with a TIRF objective (NA 1.7 Apo N100 × HO oil immersion lens, Olympus). Combined illumination solid state lasers (emission at 488 nm and 561 nm, Sapphire, coherent) controlled by an Acousto-Optical Tunable Filter (AOTF, AOTFnC 400–650, AA OPTO-ELECTRONIC) were projected onto the active area of a digital micro-mirror device (DMD, 0.7XGA, Texas Instruments) to generate different orientations and angles. The emitted fluorescence was captured by an EMCCD camera (iXon 897U, Andor). An OptoSplit (OptoSplit II, Cairn Optics) placed between the microscope and camera allowed us to image two spectral channels side-by-side on a single CCD chip. The entire system was controlled by Andor iQ commercial software. Typically, 10 raw images with incident angles of 48.4, 48.5, 48.6, 48.7, 48.9, 49.3, 49.8, 50.9, 52.8 and 60.9 degree were recorded at a frequency of 0.8 s/vol, which corresponded to TIRF penetration depths of 832.5, 488.1, 379.3, 321.0, 256.4, 195.4, 158.3, 119.6, 90.8 and 55.3 nm beneath the cell surface, respectively15.
With rapidly changing incident angles, the ensemble fluorescence intensities of molecules within the ER-PM contacts along axial-axis were measured multiple times. Having known different exponential dependences of fluorescence excitation at different excitation incident angles, we could solve the problem of the amount and the spatial distribution of fluorescent molecules within the volume of TIRF illumination. For the reconstruction of VA-TIRF data, we have used a well-established algorithm16. The accurate separation of fluorescence objects 40~50 nm axially apart has been validated with tilted coverslips coated with fluorescent beads under different incident angles of TIRF illumination, and also by the three-dimensional actin architecture and dynamics movements of TfnR-phluorin/Rab11A-mCherry labeled vesicles. Using the same technology, we have also visualized invagination of clathrin-coated pits in axial direction in our previous paper15, which also validated the method in dealing with biological samples.
High-NA TIRF-SIM
We have recently published the detail of our high-NA TIRF-SIM elsewhere14. It was built on a commercial inverted fluorescence microscope (IX73, Olympus) equipped with a TIRF objective (Apo N 100X/1.7 HI Oil, Olympus), a multiband bandpass filter set (dichroic mirror: Di01-R405/488/561/635-25 × 36, Semrock; emission filter: FF01-446/523/600/677-25, Semrock) and a continuous autofocus system to maintain focus over time. We used two lasers (Sapphire 488LP-200, Coherent; and MRL-III -640-150 561LP-200, IL photonics) as light sources and an acoustic optical tunable filter (AOTF, AA Opto-Electronic, France) to combine, switch, and adjust the illumination power of the lasers. We used a ferroelectric liquid crystal on a silicon spatial light modulator (SLM, SXGA-3DM, Fourth Dimension Display) to generate the structure illumination patterns, which were formed by the interference of the ±1 order of the diffraction beam from the SLM. Then, the light passed through another lens (L3, AC254-125, Thorlabs) and a tube lens (L4, ITL200, Thorlabs) to focus on the back focal plane of the objective lens, which was interfered by the image plane after passing the objective lens. Emitted fluorescence collected by the same objective passed through a dichroic mirror (DM), an emission filter and another tube lens. Finally, the emitted fluorescence was split by an image splitter (W-VIEW GEMINI, Hamamatsu, Japan) before being captured by a sCMOS camera (Flash 4.0 V2, Hamamatsu, Japan). The time-lapse images were acquired using Hamamatsu’s image acquisition and analysis software suite HCImage.
Estimation of axial movement of E-syt1
For an incident laser with a wavelength λi at incident angle , the intensity detected in the camera Iθ decays exponentially with distance z away from the interface,
I0 is the intensity at the interface, d is the penetration depth,
n1, n2 are the refractive indices of glass and the media at the interface, respectively.
The relative increases in fluorescence intensity at incident angle θ with distance z1, z0 away from interface is,
So,
Specifically, we imaged under the TIRF illumination at incident beam angle (penetration depth ). Therefore, a 27.35% increase of E-syt1 fluorescence corresponded to an axial movement of .
Image processing and data analysis
The particle size distribution, fluorescence intensity quantification and post-reconstruction image processing were primarily performed using Fiji software. The 3D segmentation and the rendering of ER-PM junctions were performed by the Amira (Thermo Fisher Scientific). Fluorescence images of ER marker were firstly imported into Amira, and then automatically segmented into labeled field by balanced histogram thresholding approaches with segmentation editor tool of Amira. Finally, we manually edited the features slice-by-slice and used the SurfaceGen module to generate the 3D rendered volume for data visualization and analysis.
Although super-resolution TIRF-SIM could resolve puncta or ring-shaped structures, we still used the corresponding conventional TIRF image stacks to determine their sub-pixel localizations. First, we removed the background from obtained raw image stack with the à trous wavelet transform algorithm28. Then we manually applied a threshold a bit lower to generate a mask to ensure all junction structures were included. After manually frame-by-frame confirmation to discard incorrect regions of interest, we used the weighted centroid method to calculate their localizations down to sub-pixel resolution. Both ring-shape and puncta-shape ER structures behave similarly under the TIRF microscope. The different localizations of individual ER structure at different time points were jointly connected using a multiple spots tracking method as reported previously29, which produced the trajectory map of all ER structures in time.
The schematic diagram was prepared using Illustrator (Adobe). The reconstruction of the images acquired by TIRF-SIM was processed using customized MATLAB software. The data were plotted using IGOR Pro software (WaveMetrics).
Supplementary information
Acknowledgements
This study was supported by grants from the National Science and Technology Major Project Program (2016YFA0500400), the Major State Basic Research Program of China (2013CB531200), the National Natural Science Foundation of China (91854112, 91750203, 31327901, 31521062, 31570839, 31301186), and Beijing Natural Science Foundation(L172003). The “PICT” Cell and Tissue Imaging Core Facility of the Institut Curie is a part of the “France-BioImaging” national infrastructure and is supported by the French National Research Agency (ANR-10-INBS-04, PIA).
Author Contributions
L.C. and Y.L. conceived and supervised the study; F.K. performed most of the experiments and analyzed the data; X.H. designed and built the optical system; J.F., J.B., Z.L. and J.S. developed the reconstruction algorithms; M.Z. and L.W. provided some technique support; J.F. and Z.L. performed additional analysis of the data; L.C., Y.L. and F.K. wrote the manuscript. All authors reviewed the manuscript.
Data Availability
The datasets generated and/or analyzed during the current study are available from the corresponding author on reasonable request.
Competing Interests
The authors declare no competing interests.
Footnotes
Publisher’s note: Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.
Contributor Information
Yanmei Liu, Email: yanmeiliu@pku.edu.cn.
Liangyi Chen, Email: lychen@pku.edu.cn.
Supplementary information
Supplementary information accompanies this paper at 10.1038/s41598-019-40331-0.
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Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.
Supplementary Materials
Data Availability Statement
The datasets generated and/or analyzed during the current study are available from the corresponding author on reasonable request.