Abstract
In cyanobacteria and plants, VIPP1 plays crucial roles in the biogenesis and repair of thylakoid membrane protein complexes and in coping with chloroplast membrane stress. In chloroplasts, VIPP1 localizes in distinct patterns at or close to envelope and thylakoid membranes. In vitro, VIPP1 forms higher-order oligomers of >1 MDa that organize into rings and rods. However, it remains unknown how VIPP1 oligomerization is related to function. Using time-resolved fluorescence anisotropy and sucrose density gradient centrifugation, we show here that Chlamydomonas reinhardtii VIPP1 binds strongly to liposomal membranes containing phosphatidylinositol-4-phosphate (PI4P). Cryo-electron tomography reveals that VIPP1 oligomerizes into rods that can engulf liposomal membranes containing PI4P. These findings place VIPP1 into a group of membrane-shaping proteins including epsin and BAR domain proteins. Moreover, they point to a potential role of phosphatidylinositols in directing the shaping of chloroplast membranes.
Subject terms: Photosynthesis, Chloroplasts
Introduction
VIPP1 is a highly conserved protein found in cyanobacteria and the chloroplasts of both algae and land plants. VIPP1 was originally proposed to be involved in the biogenesis of the lipid portion of thylakoid membranes by playing a role in vesicular traffic, which led to its naming as vesicle-inducing protein in plastids1–3. This specific role in vesicle formation has been questioned, and VIPP1 is now believed to play roles in coping with chloroplast membrane stress4–6 and assisting the biogenesis and repair of thylakoid protein complexes7–14. VIPP1 evolved from the bacterial phage shock protein A (PspA), with which it shares several structural features: both proteins consist of α-helical domains connected by random-coil spacers, but VIPP1 possesses an additional domain of about 30 amino acids at its C-terminus2,15. Moreover, both proteins have a 24 amino acid stretch at their N-terminus that forms an amphipathic α-helix (AHa) and is required for membrane binding and the formation of larger oligomers15–19. In vitro, both proteins form higher-order oligomers of >1 MDa that give rise to rings and rods20–25. In chloroplasts, VIPP1 accumulates at or close to envelope and thylakoid membranes, producing a variety of localization patterns including dots, lines, forks, and webs4,5,11,21,26. It was recently proposed that the AHa of PspA evolved specifically to bind stressed membranes, while the AHa of VIPP1 could selectively target areas with elevated levels of anionic lipids, which might be the key to its role in the biogenesis and repair of thylakoid membrane protein complexes19. In this study, we have addressed the lipid specificity of Chlamydomonas reinhardtii VIPP1. We show that this protein binds strongly to phosphatidylinositol phosphates (PIPs) and that rods formed by VIPP1 oligomers can engulf liposomes containing phosphatidylinositol-4-phosphate (PI4P).
Results and Discussion
Chlamydomonas VIPP1 binds strongly to phosphatidylinositol phosphates
Cyanobacterial VIPP1 binds to liposomes containing the anionic lipids phosphatidylglycerol (PG) and sulfoquinovosyldiacylglycerol (SQDG) but not to liposomes composed of only neutral lipids27. To test whether this is also true for chloroplast VIPP1, we recombinantly produced VIPP1 from Chlamydomonas reinhardtii. We also produced a VIPP1 variant lacking the C-terminal extension that distinguishes VIPPs from bacterial PspAs2 (tVIPP1; VIPP1 missing amino acids 220–251). As a control, we used the chloroplast GrpE homolog (CGE1), a stromal protein that, like VIPP1, has a high α-helical content28 (Fig. 1a). Upon subjecting the three recombinant proteins to a lipid-overlay assay, we observed a strong interaction of VIPP1 and tVIPP1 with phosphatidylinositol phosphates (PIPs), but not with any of the other lipids on the membrane, including PG (Fig. 1b).
To substantiate this finding, we generated liposomes composed of the neutral lipid phosphatidylcholine (PC) and PI4P at a molar ratio of 95:5, as phosphatidylinositols typically represent 1–5% of the lipids in the envelopes and thylakoids of algal and higher-plant chloroplasts29,30. Integration of PI4P into the liposomes was verified by 31P NMR spectroscopy (Supplementary Fig. 1). To monitor the binding of VIPP1 to PC:PI4P liposomes, we took advantage of the fact that Chlamydomonas VIPP1 has two tryptophan residues, which we probed by time-resolved fluorescence (TRF) anisotropy. As shown in Fig. 1c,d, the addition of PC:PI4P liposomes considerably slowed down the rotational dynamics of the tryptophan residues in VIPP1. By contrast, pure PC liposomes and PC:PG (95:5) liposomes had only minor effects. The slowed rotational dynamics in the presence of PC:PI4P liposomes reflect an increase in overall particle size, motional restrictions within VIPP1 monomer units upon lipid binding, or a combination of these two effects. Both are indicative of VIPP1 interactions with liposomal lipids. Very similar results were obtained for tVIPP1 (Fig. 1e), indicating that the observed interaction of VIPP1 with PC:PI4P liposomes did not depend on the VIPP1 C-terminus. Cyanobacterial VIPP1 together with Mg2+ at concentrations above 5 mM was previously found to destabilize liposome membranes, thereby facilitating liposome fusion27. This effect was attributed to a reorganization of VIPP1 protein structure upon Mg2+ binding, resulting in increased exposure of hydrophobic surfaces and ring stacking31. Moreover, VIPP1 from Arabidopsis thaliana was found to exhibit Mg2+-dependent GTPase activity32. We therefore also monitored the interaction of VIPP1 with liposomes consisting of PC, PC:PG, and PC:PI4P in the presence of 10 mM Mg2+. As shown in Fig. 1f, Mg2+ ions had no significant effect on the interaction of Chlamydomonas VIPP1 with any of the three liposome types.
To verify the interaction of VIPP1 to PC:PI4P liposomes by a complementary method, we subjected recombinant VIPP1 alone or VIPP1 in the presence of pure PC liposomes or PC:PI4P liposomes to rate-zonal centrifugation on sucrose gradients (Supplementary Fig. 2). VIPP1 alone was detected almost exclusively on the top half of the gradient, while only a minor fraction of VIPP1 was detected in the lower half of the gradient run with VIPP1 and pure PC liposomes. Strikingly, in the gradient run with VIPP1 and PC:PI4P liposomes, most of the VIPP1 was found in the bottom fraction, indicating the formation of larger particles upon binding of VIPP1 to PC:PI4P liposomes.
Chlamydomonas VIPP1 forms rods that encapsulate lipids
We wondered what structural changes occur when VIPP1 particles increase in size by interacting with liposomes, so we performed negative-stain electron microscopy of VIPP1 alone, VIPP1 incubated with pure PC liposomes, and VIPP1 incubated with PC:PI4P liposomes (Fig. 2a–c). As observed previously22, VIPP1 formed rings and rods under all conditions. Interestingly, we found that distinctly stained material was encapsulated by these rods. Both in the absence of liposomes and when incubated with pure PC liposomes, VIPP1 rods occasionally contained short stretches of such material. By contrast, VIPP1 preparations incubated with PC:PI4P liposomes contained this material over long stretches within the rods. We reasoned that the encapsulated material in the VIPP1 preparations not incubated with liposomes represented endogenous E. coli lipids, as VIPP1 was purified under native conditions, and E. coli lipids have previously been observed in recombinant VIPP1 preparations15. Pure PC liposomes apparently were encapsulated by VIPP1 rods with low efficiency, whereas PC:PI4P liposomes were encapsulated with high efficiency. Rod diameters only marginally increased in the presence of PC:PI4P liposomes (median of 42 nm for VIPP1 alone vs. 46 nm for VIPP1 + PC:PI4P liposomes; Fig. 2d). This indicates that the distinct size increase seen after incubating VIPP1 with PC:PI4P liposomes in the sucrose density and TRF anisotropy experiments did not result from wider VIPP1 rod diameters. Rod diameters rather appeared to depend on the concentration of VIPP1 protein in the preparation, independent of liposome encapsulation (Fig. 2e).
Preformed VIPP1 rods can engulf PI4P-containing liposomes, reminiscent of bubbles sucked up into straws
To better understand the molecular architecture of VIPP1 rods with encapsulated lipids, we employed cryo-electron tomography (cryo-ET) on VIPP1 alone and VIPP1 incubated with PC:PI4P liposomes. To our surprise, we found that VIPP1 rods apparently were not composed of stacked rings, as we have previously suspected from negative-stain EM images22, but rather represent continuous tubules with striations visible in the surface views (Fig. 3). PC:PI4P liposomes were squeezed inside the hollow VIPP1 rods, regardless of rod diameter, reminiscent of bubbles sucked up into straws (Fig. 3e–k). We never observed an empty rod in this sample; every rod contained a liposome (N > 100). As the VIPP1 rods were preassembled prior to liposome addition, the liposomes were likely drawn into the rods by a strong interaction with the rod’s inner surface until the entirety of the rod was filled, leaving the remainder of the liposome attached as a “bubble” on one end of the rod. These cryo-ET observations strongly suggest that the larger size of VIPP1-containing particles upon incubation with PC:PI4P liposomes (Fig. 1) is due to the engulfment of the liposomes. The specific nature of the interaction between the liposome and the inside of the VIPP1 rod can be inferred from Fig. 3h, where only the outer membrane of a bi-lamellar liposome was sucked into the rod. By contrast, the small inner liposome in Fig. 3j was able to enter the rod because it is smaller than the rod’s diameter. Note that such cases were observed only rarely. The VIPP1 concentration used in all of our experiments (0.3 to 0.7 mg/mL, see methods) is close to its physiological concentration: Chlamydomonas cells have a volume of ~270 µm3 and contain ~20 pg protein33,34, leading to a cellular protein concentration of ~74 mg/mL. VIPP1 represents 0.05% of cellular protein22, but is only present in the chloroplast stroma, which occupies around one fourth of the cell volume (half of the chloroplast)34,35, yielding an estimated concentration of ~0.15 mg/mL VIPP1 in the stroma.
We next performed subtomogram averaging of the cryo-ET dataset (Fig. 4), with the aim of gaining structural insights into the VIPP1–liposome interaction. Unfortunately, the extreme heterogeneity of VIPP1 rod structure (with variable diameter, helical pitch, and handedness) prevented us from combining multiple rods together to generate a high-resolution average of single VIPP1 proteins within the rod. Nonetheless, we were able to generate averages of individual rods (Fig. 4a; Supplementary Figs. 3 and 4), enabling accurate measurement of each rod’s geometric parameters. The number of striations per rod in the two VIPP1 preparations studied was broadly distributed, ranging from 13 to 35 with the maximum of the distribution at 16 striations (Fig. 4b). Rod diameters ranged from ~28 nm up to ~60 nm and increased linearly with striation numbers (Fig. 4c; Supplementary Figs. 3 and 4). The diameter of the engulfed lipid tubule was set by the rod diameter, with the center-to-center distance between the bilayer of the lipid tubule and the wall of the VIPP1 rod remaining at a constant ~5 nm (Fig. 4c). This suggests that VIPP1 rods specifically interacted with lipid membranes instead of randomly enclosing them. Rods of all diameters were capable of engulfing liposomes. The wall thickness of the encapsulated lipid tubule was ~6 nm, consistent with a lipid bilayer.
We observed a higher number of striations, and corresponding wider diameter, for some VIPP1 rods engulfing PC:PI4P lipids compared to empty VIPP1 rods (Fig. 4b,c). While it is tempting to speculate that the engulfed liposomes are responsible for the wider rod diameters, it is important to note that the empty and liposome-encapsulating rods came from different preparations of the VIPP1 protein (see methods). We observed major variations in rod diameter between different preparations, which may be correlated with VIPP1 protein concentration, with higher concentrations favoring wider diameters (Fig. 2e). However, because the rods were likely already formed on the chitin column after DTT-induced cleavage of the fusion protein, variability in loaded protein concentrations, cleavage efficiency, and elution speed prevents the accurate correlation of rod diameter with final preparation concentration. Thus, the comparison between empty and liposome-encapsulating rods must be made within a single VIPP1 prep. We performed this same-preparation comparison by negative stain and found that the addition of PC:PI4P liposomes only had a minor effect on VIPP1 rod diameter (Fig. 2d).
In 55 out of 57 VIPP1 rods analyzed in detail by cryo-ET, we observed helical pitches as seen by the inclination of the striations relative to the long axis of the rod. Rod helical pitches were highly heterogenous, ranging from 43 nm (strongly twisted) to 650 nm (almost parallel), while two rods had parallel striations. Adding to this heterogeneity, VIPP1 rods assembled with either right- or left-handed helical pitches (Fig. 4d; Supplementary Figs. 3 and 4). We also observed discrete points along some rods where diameter and helical pitch abruptly changed, independent of liposome engulfment (arrowheads in Fig. 3b,j). A few rods even switched their handedness at these points (Supplementary Fig. 5).
The free energy decrease due to interactions between basic amino acids on VIPP1 and PI4P headgroups is sufficient for membrane bending
Our cryo-ET observations indicate that PC:PI4P liposomes are likely sucked into preformed VIPP1 rods (Fig. 3e–k) via specific interactions between the liposome and the inner surface of the VIPP1 rod (Figs. 3h and 4c). Such a mechanism would require dramatic bending of the liposome membrane. To explore whether it is plausible to achieve this bending, we formulated a simple free-energy model of the system. In general, the formation of highly curved lipid bilayers, as observed for the tubular VIPP1-engulfed liposomes, is accompanied by a considerable free-energy penalty, which can be quantitatively represented in a positive (i.e., endergonic) bending free energy Gbend. To estimate Gbend, we modelled a lipid tube as a cylinder of length l and radius r, resulting in
1 |
with Kb being the membrane bending modulus, which typically amounts to ~20 kT36,37, where k is Boltzmann’s constant and T is the absolute temperature. To obtain the bending free energy per lipid molecule , Eq. 1 was divided by the number of lipid molecules in the cylinder nlip according to
2 |
where AL denotes the area per lipid molecule, which is 0.63 nm2 for PC38. Using the lipid-tube radii obtained from cryo-ET (Supplementary Fig. 6a), we computed values of 0.07 kJ/mol ± 0.04 kJ/mol (Supplementary Fig. 6b). For liposome engulfment to occur spontaneously, favorable protein–lipid interactions need to exceed the free-energy penalty incurred by membrane bending. We assumed that only PI4P engages in such interactions, as lipid engulfment was found to depend on the presence of PI4P. Since only one bilayer leaflet is available for interactions with the surrounding rod, VIPP1-accessible PI4P makes up 2.5 mol%, or 1/40 • 100 mol%, of the total lipid. Hence, the favorable decrease in free energy per PIP molecule needs to be at least −40 • 0.07 kJ/mol −3 kJ/mol. Importantly, this is considerably smaller than the typical free energy decrease of interactions between basic amino acids and acidic lipids, which is around −6 kJ/mol39. Consequently, this simple model suggests that interactions between basic residues on VIPP1 and acidic PI4P headgroups are sufficiently strong to overcome unfavorable membrane bending, thus rationalizing liposome engulfment by VIPP1 rods from a thermodynamic viewpoint.
VIPP1: a novel PIP-dependent membrane-shaping protein?
Although it has been appreciated for decades that phosphatidylinositols are present in chloroplast membranes30, very little is known about their function in this organelle. Only a few PIP-binding chloroplast proteins have been reported. These include the outer envelope-spanning PDV1 and PDV2 proteins that bind to PI4P in the envelope and are involved in chloroplast division40, as well as the wheat WKS1 kinase that binds to phosphatidic acid and PIPs via a START domain and phosphorylates a thylakoid-associated ascorbate peroxidase41. Although our results indicate that VIPP1 is another PIP-binding chloroplast protein, it is puzzling that phosphatidylinositols do not exist in cyanobacteria29, but VIPP1 function is conserved from cyanobacteria to plants. Therefore, either chloroplast VIPP1 has evolved a different lipid specificity, or PIPs mimic an unidentified and rare lipid type, modification, or composition present in both chloroplast and cyanobacterial membranes. In any case, it is noteworthy that PIPs in other cellular membranes serve as targeting sites for proteins with membrane-shaping properties reminiscent of those observed here for VIPP142. One such protein is epsin, which binds to plasma membrane areas enriched in PI(4,5)P2 and deforms the membrane via insertion of an amphipathic helix, facilitating the formation of clathrin-coated vesicles43. BAR domain proteins interact with membrane areas enriched in PI(4,5)P2 and phosphatidylserine via cationic residues at the concave surface of their banana-shaped structure to induce membrane curvature44. The yeast BAR domain proteins Pil1 and Lsp1 can assemble into long filaments that align their BAR domains on the plasma membrane to form a “half-pipe” static furrow45,46. These furrows, termed eisosomes, act as scaffolds that recruit specific proteins and lipids. Many membrane proteins must be localized to eisosomes in order to function optimally47. In vitro, Pil1 and Lsp1 can tubulate PI(4,5)P2-containing liposomes45 in a similar manner to VIPP1.
What are the implications of our in vitro observations for VIPP1 function within the cell?
Analogous to eisosomes formed by Pil1 and Lsp1, VIPP1 rods might play a role in organizing domains in thylakoid membranes at which translocases such as TAT and Sec, as well as integrases like Alb3, are recruited into a lipid environment that is essential for their proper function. This would explain how VIPP1 facilitates protein translocation across, and protein integration into, thylakoid membranes13,14 and thereby VIPP1’s role in the biogenesis and repair of thylakoid membrane protein complexes1,2,7–13. VIPP1 rods may also play a role in organizing domains in the inner envelope of chloroplasts, giving rise to filamentous and lattice-like structures4,5. Such structures might help preserve the integrity of stressed membranes (e.g. under osmotic stress) or might have an analogous function to eisosomes in supporting the function of membrane transporters. Long tubules with the same diameter as VIPP1 rods, referred to as microtubule-like structures, have been observed in the stroma of various plastid types in early electron microscopy studies22,48–59. Thus, it is also possible that VIPP1 rods with engulfed lipids exist in the chloroplast stroma with possible functions in lipid transfer or lipid storage.
Methods
Expression and purification of VIPP1, tVIPP1 and CGE1
VIPP1 (pMS319), tVIPP1 (pMS388) and CGE1a (pMS300)22,28 were produced as fusion proteins in E. coli ER2566 and purified by chitin affinity chromatography according to the manufacturer’s instructions (New England Biolabs), but including a washing step with 5 mM Mg-ATP to remove potentially bound DnaK28,60. Eluted VIPP1, tVIPP1, and CGE1 were concentrated in Amicon Ultra-15 centrifugal filter devices (Millipore) following dialysis as described previously20 with the final dialysis buffer containing 50 mM NaCl, 75 mM NaSCN, 20 mM Tris–HCl pH 7.5. Proteins were frozen in liquid nitrogen and stored at −80 °C. Six independent VIPP1 preparations were used in this study: Preps (#1) 0.7 mg/mL; (#2) 0.4 mg/mL; (#3) 0.3 mg/mL; (#4) 0.4 mg/mL; (#5) 0.6 mg/mL; and (#6) 1.5 mg/mL.
Protein–lipid overlay assay
Protein binding to lipids spotted onto membrane lipid strips was performed according to the manufacturer’s instructions (Echelon Biosciences). Briefly, lipid strips were blocked with PBS-T (0.1% v/v Tween-20) +3% fatty acid-free BSA for 60 min at 22 °C. The lipid strips were then incubated with 0.5 µg/mL purified VIPP1 (Prep #3), tVIPP1 and CGE1 diluted in PBS-T + 3% BSA for 60 min at 22 °C, followed by three wash steps with PBS-T for five minutes each. Membrane-binding of the proteins was analyzed by incubating the lipid strips with antisera against VIPP160 and CGE161 diluted 1:5,000 and 1:3,000, respectively, in PBS-T + 3% BSA for 60 min at 22 °C. An anti-rabbit-HRP secondary antibody (Sigma-Aldrich) was used in a 1:10,000 dilution in PBS-T + 3% BSA for 60 min at 22 °C. After each antibody incubation, the membrane strips were washed with PBS-T for five minutes. Immunodetection was carried out by employing enhanced chemiluminescence (ECL) and a FUSION-FX7 Advance™ imaging system (PEQLAB).
Liposome preparation
1-palmitoyl-2-oleoyl-sn-glycero-3-phospho-(1′-rac-glycerol) (PG) and L-α-phosphatidylinositol-4-phosphate (PI4P) from porcine brain were purchased from Genzyme (Cambridge, USA) and Avanti Polar Lipids (Alabaster, USA), respectively. 1-palmitoyl-2-oleoyl-sn-glycero-3-phosphocholine (PC) was a kind gift from Lipoid (Ludwigshafen, Germany). Mixtures of PC:PG or PC:PI4P, each at a molar ratio of 95:5, or PC alone, were prepared in 20:9:1 mixtures of chloroform, methanol and water. After evaporation of the solvent under a nitrogen stream and by subsequently applying vacuum in a desiccator, the lipid film was resuspended in aqueous buffer (20 mM HEPES KOH, 80 mM KCl, at pH 8) by vortexing for ~20 min, and the resulting lipid dispersion was subjected to five freeze–thaw cycles. To obtain large unilamellar vesicles (LUVs), the lipid suspension was extruded using a LipoFast extruder (Avestin, Mannheim, Germany) and two stacked polycarbonate membranes having a pore diameter of 100 nm (Whatman, GE Healthcare, Chicago, USA). Vesicles were prepared at 22 °C and stored at 4 °C. Vesicle sizes were determined by dynamic light scattering on a Zetasizer Nano S90 (Malvern Instruments, Worcestershire, UK) equipped with a 633 nm He–Ne laser using a detection angle of 90° at 22 °C. Typical z-average vesicle sizes were ~130 nm (PC) and ~120 nm (PC:PG and PC:PI4P).
Sucrose gradient centrifugation
50 µL of purified VIPP1 proteins (Preps #3 and #4, adjusted to 0.3 mg/mL) were added to 12.5 µL of liposomes (4 mM) containing either PC or PC:PI4P and agitated for 60 min at 37 °C and 400 rpm. The mixture was loaded onto a linear 10–40% sucrose gradient containing 20 mM Hepes (pH 8.0) and 80 mM KCl. Centrifugation was carried out for 3.5 h at 79,000 g and 22 °C with a SW 40 Ti rotor. Fourteen 800-µl fractions were collected from which 16 µl of each were loaded on a 12% SDS-polyacrylamide gel.
Fluorescence anisotropy measurements
VIPP1 (Preps #4, #5, and #6) and liposomes were mixed at 4 °C with protein and lipid concentrations of 0.4 mg/mL and 0.15 mg/mL, respectively, and incubated for 20 min at 22 °C before being transferred to a 3 mm × 3 mm quartz glass cuvette (Hellma Analytics) for measurement. TRF anisotropy measurements were recorded at 22 °C on a FluoFit 300 fluorescence lifetime spectrometer (PicoQuant) using time-correlated single photon counting. The excitation source was a pulsed LED emitting at λexc = 281 nm ± 5.5 nm. Emission was detected at λem = 355 nm ± 5 nm. Fluorescence decays were recorded with horizontal and perpendicular orientations of polarizers in the excitation and emission paths, respectively, each for 5 min. Photons were counted for 100 ns after each pulse in 4000 channels of 25 ps. The measurements were repeated after the addition of Mg2+ to a final concentration of 10 mM and an incubation at 22 °C for 20 min. Fluorescence anisotropy decays were fitted by a bi-exponential decay curve with FluoFit (PicoQuant) using data from 3–40 ns after excitation. Two rotational correlation times were obtained, where the fast one, corresponding to segmental tryptophan motions, was essentially constant at values < 0.5 ns, while the slow one, reflecting larger-scale protein motions, was exploited to probe VIPP1 binding to liposomes.
Preparation of NMR samples and NMR measurements
Liposome composition was verified using 31P NMR. To this end, detergent–lipid mixed micelles were prepared by mixing liposomes of PC, PC:PG and PC:PI4P with a 200-fold molar excess of sodium cholate. These small mixed micelles enable sharp 31P NMR signals by the phosphate groups of the lipids (Supplementary Fig. 1). Such signals are at distinct spectral positions for different lipid species and are proportional to the amount of lipid in the sample, thus allowing for both identification and quantification62. Spectra were recorded at 243 MHz using an Avance 600 NMR spectrometer (Bruker) with 85% (v/v) H3PO4 in D2O as external reference. We used an inverse-gated 1H decoupling sequence to acquire 512–2048 scans with an acquisition time of 1.6 s and a delay of 6 s. Data were multiplied by an exponential function with a line-broadening factor of 1.0 Hz before Fourier transformation.
Negative staining
5 μL of sample (Fig. 2a–d: VIPP1 Prep #4 alone and mixed with 200 μM 95:5 PC:PG or 95:5 PC:PI4P liposomes; Fig. 2e: VIPP1 Preps #1 and #2) was applied to glow discharged, 200 mesh copper grids (G2200C, Plano GmbH) that had been coated with homemade carbon film. The sample was incubated for 2 min, blotted, washed three times with water, and then stained with 2% uranyl acetate for 30 s. Images were recorded using a FEI Tecnai F20 FEG microscope operated at 200 kV with an FEI Eagle CCD camera, a magnification of 50,000 × (2.21 Å per pixel) and a defocus range of −2 to −5 μm. Measurements of negative stain images were performed with IMOD63 and ImageJ64 software packages.
Cryo-electron tomography
Cryo-EM grids were prepared with fresh protein that had not been freeze–thawed. 4 μL of sample (Prep #2 for VIPP1 alone and Prep #4 for VIPP1 mixed with 4 mM 95:5 PC:PI4P liposomes) and 1 μL of 10 nm colloidal gold suspension were applied together to glow discharged, holey carbon-coated copper grids (R 2/1, 200 mesh, Quantifoil Micro Tools, Jena, Germany). Grids were plunge-frozen in a liquid ethane/propane mixture using a Vitrobot Mark 4 (Thermo Fisher, FEI). Blotting chamber conditions were set to 4 °C and 95% humidity, and grids were blotted using blot force 10 and a blot time of 8 s. Grids were stored in liquid nitrogen until usage. Tomograms were acquired on a FEI Titan Krios at 300 kV, using a post-column energy filter (Quantum, Gatan) and a K2 Summit direct electron detector (Gatan) operated in counting mode at 12 frames per second and a calibrated pixel size of 3.42 Å. Tilt series were recorded with SerialEM software65 using a bidirectional tilt scheme from 0° to ± 60°, with 2° tilt increments, a defocus range of −5 to −6 μm, and a total accumulated dose of ~100 e−/Å.
Tomogram reconstruction
Frames from the K2 camera were aligned with MotionCor266 using 3 × 3 patches. Tilt series were aligned with the IMOD software package63 using fiducial-based tracking, or image-based patch tracking when not enough 10 nm gold particles were present in the images. Tomograms were reconstructed with weighted back projection.
Subtomogram averaging
The subtomogram analysis was performed with 4x binned data (pixel size of 1.368 nm). In IMOD, the long axes of VIPP1 rods were roughly defined by manually placing points along the center of each rod. These central points were used to generate a spline representing the rod axis. A tubular grid was then generated as a set of points with a radial distance from the spline. The initial grid spacing was ~5.5 nm, which was chosen to oversample the underlying asymmetric units. Grid points were then used as subtomogram positions, and initial Euler angles were generated from the relative orientation of the particle with respect to the central spline. Subtomograms were extracted with a box size of ~87.6 nm. For rods with larger diameters (e.g., 56 nm and 61 nm), the box size of the subtomograms was ~129 nm. Subtomogram averaging was performed with scripts derived from TOM67, AV368 and Dynamo69. An initial reference was generated using geometrically-defined Euler angles, which produced a cylindrically averaged tubular section. From there, a six-dimensional search was performed to refine Euler angles and Cartesian shifts, resulting in a low-resolution structure; this reference was used to align the full data set. Initially, half of the rod (defined radially) was masked to perform a local search for ten iterations. From cross-correlation and visual analysis, bad subtomograms were identified and discarded. Alignments converged after four iterations. The averaged structure of the rod after the fourth iteration was used a new reference, and a new cylindrical mask was created. Further averaging was performed for six more iterations. To resolve the averaged structure radially, rather than doing a local search, a global search was performed using the entire rod. This alignment started with the averaged structure after the fourth iteration as a reference and performed six more iterations. These final averaged structures of individual rods were used to measure the geometric parameters plotted in Fig. 4.
Measurement of VIPP1 subtomogram averages
Geometric parameters were measured for the average of each rod as follows: Number of striations: Using UCSF Chimera70, the number of striations were counted from the cross-section of the average (see Supplementary Figs. 3 and 4). Rod diameter and rod-liposome distance: Rod diameter was measured using radial EM density distribution plots, which were generated by converting the Cartesian volumes to polar cylindrical coordinates and averaging along the azimuthal direction and the rod’s long axis. Diameter was defined as the distance between the outer surfaces of the rod, measured across the rod’s cross-section (as diagrammed in Fig. 4c). Rod-liposome distance was measured as the distance between the center point of the engulfed liposome’s membrane bilayer and the center point of the outer VIPP1 rod’s protein density. Helical pitch: The pitch of a helix is defined as the distance along the helical axis (the long axis of the VIPP1 rod) to complete one turn (as diagrammed in Fig. 4d). In other words, pitch is the rise of one full turn. In the Cartesian space volume, two random points were chosen on a single striation of the averaged VIPP1 rod. The helical rise was measured as the distance between the two points parallel to the rod’s long axis. The rotation angle was measured as the angle between the points, projected on the XY-plane. The rise and rotation angle were used to calculate the pitch.
Supplementary information
Acknowledgements
This work was supported by grants from the Deutsche Forschungsgemeinschaft to BDE (EN 1194/1-1 as part of FOR 2092) and MS (Schr 617/8-2 as part of FOR 2092, TRR 175 project C02). Additional financial support was provided by the Max Planck Society. We wish to thank Karin Gries for excellent technical help, as well as Wolfgang Baumeister and Jürgen Plitzko for enabling the cryo-ET work by providing support and access to instrumentation.
Author Contributions
J.T. purified the proteins, performed the sucrose gradient and protein-lipid overlay assays, and took part in all other experiments. T.G. performed the negative stain EM and cryo-ET data acquisition and analysis. J.K. performed NMR and TRF anisotropy experiments and formulated the free-energy calculations. W.W. and S.A. assisted with subtomogram averaging, using the pipeline developed by W.W. S.K. provided liposome material, helped with the free-energy calculations, and supervised the NMR and anisotropy work. B.D.E. supervised the negative stain EM and cryo-ET work, segmented tomograms, and assisted with cryo-ET data acquisition. M.S. supervised the protein expression and biochemical assays. The paper was written by M.S., B.D.E. and S.K., with contributions from all authors.
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.
Jasmine Theis, Tilak Kumar Gupta and Johannes Klingler contributed equally.
Contributor Information
Sandro Keller, Email: mail@sandrokeller.com.
Benjamin D. Engel, Email: engelben@biochem.mpg.de
Michael Schroda, Email: schroda@bio.uni-kl.de.
Supplementary information
Supplementary information accompanies this paper at 10.1038/s41598-019-44259-3.
References
- 1.Kroll D, et al. VIPP1, a nuclear gene of Arabidopsis thaliana essential for thylakoid membrane formation. Proc. Natl. Acad. Sci. USA. 2001;98:4238–4242. doi: 10.1073/pnas.061500998. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 2.Westphal S, Heins L, Soll J, Vothknecht UC. Vipp1 deletion mutant of Synechocystis: a connection between bacterial phage shock and thylakoid biogenesis? Proc. Natl. Acad. Sci. USA. 2001;98:4243–4248. doi: 10.1073/pnas.061501198. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 3.Aseeva E, et al. Vipp1 is required for basic thylakoid membrane formation but not for the assembly of thylakoid protein complexes. Plant Physiol. Biochem. 2007;45:119–128. doi: 10.1016/j.plaphy.2007.01.005. [DOI] [PubMed] [Google Scholar]
- 4.Zhang L, Kato Y, Otters S, Vothknecht UC, Sakamoto W. Essential Role of VIPP1 in Chloroplast Envelope Maintenance in Arabidopsis. Plant Cell. 2012;24:3695–3707. doi: 10.1105/tpc.112.103606. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 5.Zhang L, Kondo H, Kamikubo H, Kataoka M, Sakamoto W. VIPP1 Has a Disordered C-Terminal Tail Necessary for Protecting Photosynthetic Membranes against Stress. Plant Physiol. 2016;171:1983–1995. doi: 10.1104/pp.16.00532. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 6.Zhang L, Kusaba M, Tanaka A, Sakamoto W. Protection of Chloroplast Membranes by VIPP1 Rescues Aberrant Seedling Development in Arabidopsis nyc1 Mutant. Frontiers in plant science. 2016;7:533. doi: 10.3389/fpls.2016.00533. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 7.Zhang L, Sakamoto W. Possible function of VIPP1 in thylakoids: protection but not formation? Plant signaling & behavior. 2013;8:e22860. doi: 10.4161/psb.22860. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 8.Fuhrmann E, Gathmann S, Rupprecht E, Golecki J, Schneider D. Thylakoid membrane reduction afects the photosystem stoichiometry in the cyanobacterium Synechocystis sp. PCC 6803. Plant Physiol. 2009;149:735–744. doi: 10.1104/pp.108.132373. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 9.Gao H, Xu X. Depletion of Vipp1 in Synechocystis sp. PCC 6803 affects photosynthetic activity before the loss of thylakoid membranes. FEMS Microbiol. Lett. 2009;292:63–70. doi: 10.1111/j.1574-6968.2008.01470.x. [DOI] [PubMed] [Google Scholar]
- 10.Zhang S, Shen G, Li Z, Golbeck JH, Bryant DA. Vipp1 is essential for the biogenesis of Photosystem I but not thylakoid membranes in Synechococcus sp. PCC 7002. J. Biol. Chem. 2014;289:15904–15914. doi: 10.1074/jbc.M114.555631. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 11.Nordhues A, et al. Evidence for a role of VIPP1 in the structural organization of the photosynthetic apparatus in Chlamydomonas. Plant Cell. 2012;24:637–659. doi: 10.1105/tpc.111.092692. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 12.Gutu Andrian, Chang Frederick, O'Shea Erin K. Dynamical localization of a thylakoid membrane binding protein is required for acquisition of photosynthetic competency. Molecular Microbiology. 2018;108(1):16–31. doi: 10.1111/mmi.13912. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 13.Walter B, Hristou A, Nowaczyk MM, Schunemann D. In vitro reconstitution of co-translational D1 insertion reveals a role of the cpSec-Alb3 translocase and Vipp1 in photosystem II biogenesis. Biochem. J. 2015;468:315–324. doi: 10.1042/BJ20141425. [DOI] [PubMed] [Google Scholar]
- 14.Lo SM, Theg SM. Role of vesicle-inducing protein in plastids 1 in cpTat transport at the thylakoid. Plant J. 2012;71:656–668. doi: 10.1111/j.1365-313X.2012.05020.x. [DOI] [PubMed] [Google Scholar]
- 15.Otters S, et al. The first alpha-helical domain of the vesicle-inducing protein in plastids 1 promotes oligomerization and lipid binding. Planta. 2013;237:529–540. doi: 10.1007/s00425-012-1772-1. [DOI] [PubMed] [Google Scholar]
- 16.Jovanovic G, et al. The N-terminal amphipathic helices determine regulatory and effector functions of phage shock protein A (PspA) in Escherichia coli. J. Mol. Biol. 2014;426:1498–1511. doi: 10.1016/j.jmb.2013.12.016. [DOI] [PubMed] [Google Scholar]
- 17.Gao F, Wang W, Zhang W, Liu C. alpha-Helical Domains Affecting the Oligomerization of Vipp1 and Its Interaction with Hsp70/DnaK in Chlamydomonas. Biochemistry. 2015;54:4877–4889. doi: 10.1021/acs.biochem.5b00050. [DOI] [PubMed] [Google Scholar]
- 18.McDonald C, Jovanovic G, Ces O, Buck M. Membrane Stored Curvature Elastic Stress Modulates Recruitment of Maintenance Proteins PspA and Vipp1. mBio. 2015;6:e01188–01115. doi: 10.1128/mBio.01188-15. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 19.McDonald C, Jovanovic G, Wallace BA, Ces O, Buck M. Structure and function of PspA and Vipp1 N-terminal peptides: Insights into the membrane stress sensing and mitigation. Biochim. Biophys. Acta. 2017;1859:28–39. doi: 10.1016/j.bbamem.2016.10.018. [DOI] [PubMed] [Google Scholar]
- 20.Hankamer BD, Elderkin SL, Buck M, Nield J. Organization of the AAA(+) adaptor protein PspA is an oligomeric ring. J. Biol. Chem. 2004;279:8862–8866. doi: 10.1074/jbc.M307889200. [DOI] [PubMed] [Google Scholar]
- 21.Aseeva E, et al. Complex formation of Vipp1 depends on its alpha-helical PspA-like domain. J. Biol. Chem. 2004;279:35535–35541. doi: 10.1074/jbc.M401750200. [DOI] [PubMed] [Google Scholar]
- 22.Liu C, et al. The chloroplast HSP70B-CDJ2-CGE1 chaperones catalyse assembly and disassembly of VIPP1 oligomers in Chlamydomonas. Plant J. 2007;50:265–277. doi: 10.1111/j.1365-313X.2007.03047.x. [DOI] [PubMed] [Google Scholar]
- 23.Male AL, Oyston PCF, Tavassoli A. Self-Assembly of Escherichia coli Phage Shock Protein A. Advances in Microbiology. 2014;04:353–359. doi: 10.4236/aim.2014.47042. [DOI] [Google Scholar]
- 24.Fuhrmann E, et al. The vesicle-inducing protein 1 from Synechocystis sp. PCC 6803 organizes into diverse higher-ordered ring structures. Mol. Biol. Cell. 2009;20:4620–4628. doi: 10.1091/mbc.e09-04-0319. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 25.Saur M, et al. A Janus-Faced IM30 Ring Involved in Thylakoid Membrane Fusion Is Assembled from IM30 Tetramers. Structure. 2017;25:1380–1390 e1385. doi: 10.1016/j.str.2017.07.001. [DOI] [PubMed] [Google Scholar]
- 26.Li HM, Kaneko Y, Keegstra K. Molecular cloning of a chloroplastic protein associated with both the envelope and thylakoid membranes. Plant Mol. Biol. 1994;25:619–632. doi: 10.1007/BF00029601. [DOI] [PubMed] [Google Scholar]
- 27.Hennig R, et al. IM30 triggers membrane fusion in cyanobacteria and chloroplasts. Nature communications. 2015;6:7018. doi: 10.1038/ncomms8018. [DOI] [PubMed] [Google Scholar]
- 28.Willmund F, Muhlhaus T, Wojciechowska M, Schroda M. The NH2-terminal domain of the chloroplast GrpE homolog CGE1 is required for dimerization and cochaperone function in vivo. J. Biol. Chem. 2007;282:11317–11328. doi: 10.1074/jbc.M608854200. [DOI] [PubMed] [Google Scholar]
- 29.Boudiere L, et al. Glycerolipids in photosynthesis: composition, synthesis and trafficking. Biochim. Biophys. Acta. 2014;1837:470–480. doi: 10.1016/j.bbabio.2013.09.007. [DOI] [PubMed] [Google Scholar]
- 30.Dorne AJ, Joyard J, Douce R. Do thylakoids really contain phosphatidylcholine? Proc. Natl. Acad. Sci. USA. 1990;87:71–74. doi: 10.1073/pnas.87.1.71. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 31.Heidrich J, et al. Mg(2+) binding triggers rearrangement of the IM30 ring structure, resulting in augmented exposure of hydrophobic surfaces competent for membrane binding. J. Biol. Chem. 2018;293:8230–8241. doi: 10.1074/jbc.RA117.000991. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 32.Ohnishi N, Zhang L, Sakamoto W. VIPP1 Involved in Chloroplast Membrane Integrity Has GTPase Activity in Vitro. Plant Physiol. 2018;177:328–338. doi: 10.1104/pp.18.00145. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 33.Hammel A, Zimmer D, Sommer F, Muhlhaus T, Schroda M. Absolute quantification of major photosynthetic protein complexes in Chlamydomonas reinhardtii using quantification concatamers (QconCATs) Frontiers in plant science. 2018;9:1265. doi: 10.3389/fpls.2018.01265. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 34.Weiss D, et al. Computed tomography of cryogenic biological specimens based on X-ray microscopic images. Ultramicroscopy. 2000;84:185–197. doi: 10.1016/S0304-3991(00)00034-6. [DOI] [PubMed] [Google Scholar]
- 35.Engel, B. D. et al. Native architecture of the Chlamydomonas chloroplast revealed by in situ cryo-electron tomography. eLife4, 10.7554/eLife.04889 (2015). [DOI] [PMC free article] [PubMed]
- 36.Phillips, R., Kondev, J., Theriot, J. & Garcia, H. Physical Biology of the Cell. 451ff (CRC Press, 2012).
- 37.Dimova R. Recent developments in the field of bending rigidity measurements on membranes. Adv. Colloid Interface Sci. 2014;208:225–234. doi: 10.1016/j.cis.2014.03.003. [DOI] [PubMed] [Google Scholar]
- 38.Kucerka N, Nieh MP, Katsaras J. Fluid phase lipid areas and bilayer thicknesses of commonly used phosphatidylcholines as a function of temperature. Biochim. Biophys. Acta. 2011;1808:2761–2771. doi: 10.1016/j.bbamem.2011.07.022. [DOI] [PubMed] [Google Scholar]
- 39.Kim J, Mosior M, Chung LA, Wu H, McLaughlin S. Binding of peptides with basic residues to membranes containing acidic phospholipids. Biophys. J. 1991;60:135–148. doi: 10.1016/S0006-3495(91)82037-9. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 40.Okazaki K, Miyagishima SY, Wada H. Phosphatidylinositol 4-phosphate negatively regulates chloroplast division in Arabidopsis. Plant Cell. 2015;27:663–674. doi: 10.1105/tpc.115.136234. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 41.Gou JY, et al. Wheat Stripe Rust Resistance Protein WKS1 Reduces the Ability of the Thylakoid-Associated Ascorbate Peroxidase to Detoxify Reactive Oxygen Species. Plant Cell. 2015;27:1755–1770. doi: 10.1105/tpc.114.134296. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 42.Takenawa T. Phosphoinositide-binding interface proteins involved in shaping cell membranes. Proc. Jpn. Acad. Ser. B Phys. Biol. Sci. 2010;86:509–523. doi: 10.2183/pjab.86.509. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 43.Ford MG, et al. Curvature of clathrin-coated pits driven by epsin. Nature. 2002;419:361–366. doi: 10.1038/nature01020. [DOI] [PubMed] [Google Scholar]
- 44.Peter BJ, et al. BAR domains as sensors of membrane curvature: the amphiphysin BAR structure. Science. 2004;303:495–499. doi: 10.1126/science.1092586. [DOI] [PubMed] [Google Scholar]
- 45.Karotki L, et al. Eisosome proteins assemble into a membrane scaffold. J. Cell Biol. 2011;195:889–902. doi: 10.1083/jcb.201104040. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 46.Stradalova V, et al. Furrow-like invaginations of the yeast plasma membrane correspond to membrane compartment of Can1. J. Cell Sci. 2009;122:2887–2894. doi: 10.1242/jcs.051227. [DOI] [PubMed] [Google Scholar]
- 47.Foderaro Jenna, Douglas Lois, Konopka James. MCC/Eisosomes Regulate Cell Wall Synthesis and Stress Responses in Fungi. Journal of Fungi. 2017;3(4):61. doi: 10.3390/jof3040061. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 48.Schnepf E. Plastidenstrukturen bei Passiflora. Protoplasma. 1961;54:310–313. doi: 10.1007/BF01260360. [DOI] [Google Scholar]
- 49.Lawrence ME, Possingham JV. Observations of microtubule-like structures within spinach plastids. Biol. Cell. 1984;52:77–82. [Google Scholar]
- 50.Lunney CA, Davis GJ, Jones MN. Unusual structures associated with peripheral reticulum in chloroplasts of Myriophyllum spicatum L. J. Ultrastruct. Res. 1975;50:293–296. doi: 10.1016/S0022-5320(75)80060-8. [DOI] [PubMed] [Google Scholar]
- 51.Newcomb EH. Fine structure of protein-storing plastids in bean root tips. J. Cell Biol. 1967;33:143–163. doi: 10.1083/jcb.33.1.143. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 52.Sprey B. Zur Feinstruktur des Plastidenstromas von Hordeum vulgare L. Protoplasma. 1968;66:469–479. doi: 10.1007/BF01255871. [DOI] [Google Scholar]
- 53.Pickett-Heaps JD. Microtubule-like structures in the growing plastids of two algae. Planta. 1968;81:193–200. doi: 10.1007/BF00417448. [DOI] [PubMed] [Google Scholar]
- 54.Schwab DW, Simmons E, Scala J. Fine Structure Changes during Function of Digestive Gland of Venuss-Flytrap. Am. J. Bot. 1969;56:88–&. doi: 10.2307/2440399. [DOI] [Google Scholar]
- 55.Bartels PG, Weier TE. Particle arrangements in proplastids of Triticum vulgare L. seedlings. J. Cell Biol. 1967;33:243–253. doi: 10.1083/jcb.33.2.243. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 56.Whatley JM, Hawes CR, Horne JC, Kerr JDA. The establishment of the plastid thylakoid system. The New phytologist. 1982;90:619–629. doi: 10.1111/j.1469-8137.1982.tb03271.x. [DOI] [Google Scholar]
- 57.Rivera ER, Arnott HJ. Tubular structures in the plastids of Echinomastus intertextus Brit. & Rose (Cactaceae) The New phytologist. 1982;90:551–561. doi: 10.1111/j.1469-8137.1982.tb04488.x. [DOI] [Google Scholar]
- 58.Carde J-P, Joyard J, Douce R. Electron microscopic studies of envelope membranes from spinach plastids. Biol. Cell. 1982;44:315–324. [Google Scholar]
- 59.Jensen WA. Composition and Ultrastructure of Nucellus in Cotton. J. Ultrastruct. Res. 1965;13:112–&. doi: 10.1016/S0022-5320(65)80092-2. [DOI] [Google Scholar]
- 60.Liu C, et al. J-domain protein CDJ2 and HSP70B are a plastidic chaperone pair that interacts with vesicle-inducing protein in plastids 1. Mol. Biol. Cell. 2005;16:1165–1177. doi: 10.1091/mbc.E04-08-0736. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 61.Schroda M, Vallon O, Whitelegge JP, Beck CF, Wollman FA. The chloroplastic GrpE homolog of Chlamydomonas: Two isoforms generated by differential splicing. Plant Cell. 2001;13:2823–2839. doi: 10.1105/tpc.13.12.2823. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 62.Schiller J, Muller M, Fuchs B, Arnold K, Huster D. 31P NMR Spectroscopy of Phospholipids: From Micelles to Membranes. Curr. Anal. Chem. 2007;3:283–301. doi: 10.2174/157341107782109635. [DOI] [Google Scholar]
- 63.Kremer JR, Mastronarde DN, McIntosh JR. Computer visualization of three-dimensional image data using IMOD. J. Struct. Biol. 1996;116:71–76. doi: 10.1006/jsbi.1996.0013. [DOI] [PubMed] [Google Scholar]
- 64.Schneider CA, Rasband WS, Eliceiri KW. NIH Image to ImageJ: 25 years of image analysis. Nature methods. 2012;9:671–675. doi: 10.1038/nmeth.2089. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 65.Mastronarde DN. Automated electron microscope tomography using robust prediction of specimen movements. J. Struct. Biol. 2005;152:36–51. doi: 10.1016/j.jsb.2005.07.007. [DOI] [PubMed] [Google Scholar]
- 66.Zheng SQ, et al. MotionCor2: anisotropic correction of beam-induced motion for improved cryo-electron microscopy. Nature methods. 2017;14:331–332. doi: 10.1038/nmeth.4193. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 67.Nickell S, et al. TOM software toolbox: acquisition and analysis for electron tomography. J. Struct. Biol. 2005;149:227–234. doi: 10.1016/j.jsb.2004.10.006. [DOI] [PubMed] [Google Scholar]
- 68.Forster F, Medalia O, Zauberman N, Baumeister W, Fass D. Retrovirus envelope protein complex structure in situ studied by cryo-electron tomography. Proc. Natl. Acad. Sci. USA. 2005;102:4729–4734. doi: 10.1073/pnas.0409178102. [DOI] [PMC free article] [PubMed] [Google Scholar]
- 69.Castano-Diez D, Kudryashev M, Arheit M, Stahlberg H. Dynamo: a flexible, user-friendly development tool for subtomogram averaging of cryo-EM data in high-performance computing environments. J. Struct. Biol. 2012;178:139–151. doi: 10.1016/j.jsb.2011.12.017. [DOI] [PubMed] [Google Scholar]
- 70.Pettersen EF, et al. UCSF Chimera–a visualization system for exploratory research and analysis. J. Comput. Chem. 2004;25:1605–1612. doi: 10.1002/jcc.20084. [DOI] [PubMed] [Google Scholar]
Associated Data
This section collects any data citations, data availability statements, or supplementary materials included in this article.