Computational protocol: Seeing tobacco mosaic virus through direct electron detectors

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Protocol publication

[…] First, we prepared EM samples and recorded a data set at the MRC-LMB in the following way: a total of 2.5 μl of 5.5 mg/ml TMV solution was applied to Quantifoil 2/2 Cu 300 mesh grids. Subsequently, the grids were mounted in the Vitrobot Mark 4 with a ∼10 s time between application and blotting. The Vitrobot blotted with force of −15, for a total of 2.5 s with a 0.5 s drain time at 100% humidity at 10 °C. The MRC-LMB FEI Titan Krios was operated at 300 kV with an extraction voltage of 3950 V (gun lens 3). For Falcon II imaging, an 800-nm diameter electron beam was used with a 70 μm C2 aperture. Spot size 4 was used in Nanoprobe mode at a nominal magnification of 75,000 (calibrated pixel size 1.06 Å), leading to a dose rate at the camera level of ∼50 e−/pixel/s. An exposure time of one second was set accumulating a total dose of 43 e−/Å2 in the integrated image (16 frame sets were processed while 18 were collected including the roll-in and roll-out frames that were discarded). Falcon II data at the MRC-LMB was available in 16 frame sets using the home-built software solution. Falcon II micrographs were recorded with an under-focus between 1.0 and 3.0 μm. For K2 imaging, the same grid was imaged in the same microscopy session. Data was collected in EFTEM mode at a nominal magnification of 105,000 (calibrated pixel size 1.13 Å) with an 800-nm beam at spot size 6, corresponding to a dose rate at the camera level of 7 e−/pixel/s. The applied dose on the sample was estimated using known dose response curves for both detectors. Other hardware settings of the microscope were kept the same. An exposure time of 4.4 s was set accumulating a total dose of 43 e−/Å2 in the integrated image (22 frames recorded over the entire movie). Images were collected with an under-focus of 1.2 and 2.5 μm in super-resolution mode of the K2 camera (pixel size 0.56 Å) using SerialEM () with the energy slit of the Gatan Quantum energy filter retracted. Subsequently, all K2 micrographs were binned 2 × 2 by windowing in Fourier space.Second, we describe EM sample preparation and data collection performed at EMBL: a total of 2.5 μl of 11 mg/ml TMV solution was applied on Quantifoil 2/2 200 mesh grid under the light microscope to ensure proper application and spreading. Subsequently, the grids were mounted in the Vitrobot Mark 3 with a ∼30 to 45 s time between application and blotting. The Vitrobot blotted with an offset of −2 mm, for a total of 8 s without drain time at 90% humidity. The EMBL FEI Titan Krios was operated at 300 kV with an extraction voltage of 4100 V (gun lens 3). The 600-nm diameter electron beam was aligned with the 70 μm C2 aperture using a spot size 6 in Nanoprobe mode. The micrographs were recorded at a nominal magnification of 75,000 giving a final pixel size of 1.06 Å on the specimen at an under-focus between 1.0 and 4.5 μm. The data was acquired in a fully automated manner with FEI EPU software using a 3 × 3 image matrix over a 2 μm hole, which includes beam shifts up to 800 nm away from the optical axis. We set the exposure time to 0.836 s accumulating a total of 30.7 e−/Å2 measured dose in the integrated image (including the roll-in frame). The frames were merged into even seven frame sets from 2.0 to 30.7 e−/Å2 (excluding roll-in and roll-out frame) using FEI’s integrated 7-frame bin solution. [...] All of the described cryo-EM maps were generated using the standardized procedure of SPRING (), except for the micrograph-based motion correction that was performed using MOTIONCORR (). In summary, SPRING is a comprehensive single-particle based helical reconstruction package that was originally inspired by the IHRSR approach (). Briefly, the CTF parameters were determined using MICCTFDETERMINE that relies on CTFFIND with subsequent CTFTILT measurements (). We used the diagnostic output of MICCTFDETERMINE to discard micrographs that did not show Thon rings exceeding 6 Å. 80% were excluded because they were either empty or too crowded with TMV and 12% based on relatively poor Thon rings. 8% of the micrographs had a good density of viruses and showed Thon rings. After the selection step, we cropped TMV particles using E2HELIXBOXER from EMAN2 (). A stack of overlapping segments of a size of 350 × 350 Å with the segment-specific CTF convolved was produced using SEGMENT with a step size of 90 Å. The segments were subjected to 20 rounds of iterative refinement using SEGMENTREFINE3D from low-resolution to maximum-resolution target using the standard refinement strategies of SPRING. In order to avoid over-fitting of noise during alignment, we restricted the alignment search to segments low-pass filtered to 11 Å. This approach yields identical FSC curves from independent half-set refinements (). The segment-based motion correction was also implemented in SPRING. First, the sum of the frame sets for each micrograph was subjected up to maximum resolution refinement using SEGMENTREFINE3D. Second, a new stack containing the corresponding frames of each segment was generated using SEGMENT. The previously determined orientation parameters were used as starting parameters for four subsequent local refinement cycles at maximum resolution (restrained x- and y-search ±7 and ±4 Å, restrained angular search ±2°) with SEGMENTREFINE3D. The displayed densities were generated using SEGREFINE3DINSPECT with an applied sharpening B-factor of −150 1/Å2 and the corresponding 0.143 resolution cutoff (). Translational and angular alignment errors were estimated using the forward difference of measurements along a helix as described previously () where a small fraction of segments with distances and angles larger than 5 Å or 5° were excluded as they failed to align (). [...] We performed a real-space coordinate refinement in order to improve the recent PDB structure () using the 3.35 Å resolution cryo-EM map. Initially, one of the 2OM3 conformers was placed into the EM density using the rigid-body fit option as implemented in Chimera () and an oligomer of nine neighboring TMV subunits (3 × 3) was generated using the helical symmetry of the virus. A series of in-house scripts based on CCP4 and cctbx/PHENIX functions () was employed to streamline subsequent refinement and validation of the coordinate models. A map segment corresponding to the 9-mer was carved from the reconstructed map using a mask encompassing all grid points including and extending 3.5 Å outwards of the model coordinates (including RNA). The segmented density was centered in a cubic box of 180 × 180 × 180 voxels. Likewise, the rigid-body fitted starting model was centered in a cubic unit cell of P1 symmetry with a cell edge of 191.16 Å (=180 × pixel size) to ensure uniform grid sampling of experimental and computed model density maps. A uniform isotropic B-factor of 50 1/Å2 was assigned to all atoms and not further refined. Subsequently, the model was subjected to five cycles of geometry-restrained real-space refinement by gradient-driven minimization of a combined map and restraint target as implemented in PHENIX/cctbx (). A local grid search to correct side-chains with incorrect rotamer assignments or poor density correlation was iterated with global optimization aimed at improvement of the overall density fit. Weights on density map and geometry restraints were optimized during each refinement cycle. In the current implementation, we did not permit more than one conformer per residue. The central subunit of the resulting model was inspected and corrected by manual model building in Coot () and the modified 9-mer was subsequently subjected to three additional cycles of geometry-restrained real-space refinement. The progress of refinement was evaluated by computing the real-space cross-correlation (RSCC) for each residue along the monomer chain. To determine the overall agreement of the refined coordinate model with the observed data, refinements were run at different target resolutions. Finally, we used a target resolution of 3.2 Å because those refined atomic coordinates showed good agreement with the map and best geometry statistics. The Fourier shell correlation (FSC) at the 0.5 criterion between the map computed from the refined model at each target resolution and the experimental map filtered at the expected maximum resolution was used to assess the possibility of over-fitting (). Finally, we re-expanded the central TMV subunit coordinates into a helix of the same dimension as the 3D reconstruction, simulated a noise-free map at 2 Å resolution and computed the FSC with the determined 3D reconstruction, which gave a resolution of 3.45 Å at the 0.5 criterion (B). The figures of the manuscript were prepared using UCSF Chimera ().We deposited the EM maps from the K2-LMB and FalconII-LMB data sets at the EM Data Bank (EMDB-2833 and EMDB-2834). The EM densities corresponding to the radiation damage series are EMDB-2835, EMDB-2836, EMDB-2837, EMDB-2838, EMDB-2839, EMDB-2840, EMDB-2841. The 3.35 Å map recorded using the FalconII-EMBL data set is available as EMDB-2842. The refined atomic coordinates have accession code PDB-4udv at the Protein Data Bank. The software SPRING includes the used segment-based frame processing and is available from the author’s website at […]

Pipeline specifications

Software tools SerialEM, MotionCorr, CTFFIND, EMAN, CCP4, cctbx, PHENIX, Coot, UCSF Chimera
Applications cryo-EM, Protein structure analysis
Organisms Tobacco mosaic virus