Name: single-particle cryo-em data collection with stage tilt using leginon
Uploaded: 2022-07-01T13:00:00
Description: Watch this Scientific Journal Video about Single-Particle Cryo-EM Data Collection with Stage Tilt using Leginon at JoVE.com

We thank Bill Anderson, Charles Bowman, and Jean-Christophe Ducom (TSRI) for help with microscopy, Leginon installations, and data transfer infrastructure. We also thank Gordon Louie (Salk Institute) and Yong Zi Tan (National University of Singapore) for the critical reading of the manuscript. We thank Chris Russo (MRC Laboratory of Molecular Biology, Cambridge) for providing us with the plasmid for expression of DPS.&#160;This work was supported by grants from the US National Institutes of Health (U54AI150472,&#160;U54 AI170855, and R01AI136680 to DL), the National Science Foundation (NSF MCB-2048095 to DL), the Hearst Foundations (to DL), and Arthur and Julie Woodrow Chair (to J. P. N.). T.S. is supported by an F32 postdoctoral fellowship from the National Institutes of Health (GM148049).

1. Sample preparation
<ol>
	<li>Use grids containing gold foil and gold grid support16 (see Table of Materials) because tilted data collection can accentuate beam-induced motion17. 
	NOTE: For the present study, samples on grids were vitrified using the manual plunging and blotting technique18 in a humidified (greater than 80%) cold room (~4 &#176;C).</li>
	<li>Avoid using grids containing copper support and c...

<ol>
	<li>Campbell, M. G., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Movies+of+ice-embedded+particles+enhance+resolution+in+electron+cryo-microscopy.">Movies of ice-embedded particles enhance resolution in electron cryo-microscopy.</a> Structure. 20 (11), 1823-1828 (2012).</li><li>Bai, X. C., Fernandez, I. S., McMullan, G., Scheres, S. H. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Ribosome+structures+to+near-atomic+resolution+from+thirty+thousand+cryo-EM+particles.">Ribosome structures to near-atomic resolution from thirty thousand cryo-EM particles.</a> Elife. 2, 00461 (2013).</li><li>Li, X. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Electron+counting+and+beam-induced+motion+correction+enable+near-atomic-resolution+single-particle+cryo-EM.">Electron counting and beam-induced motion correction enable near-atomic-resolution single-particle cryo-EM.</a> Nature Methods. 10 (6), 584-590 (2013).</li><li>Chua, E. Y. D., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=cheaper:+recent+advances+in+cryo-electron+microscopy.">cheaper: recent advances in cryo-electron microscopy.</a> Annual Review of Biochemistry. , (2022).</li><li>Lyumkis, D. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Challenges+and+opportunities+in+cryo-EM+single-particle+analysis.">Challenges and opportunities in cryo-EM single-particle analysis.</a> Journal of Biological Chemistry. 294 (13), 5181-5197 (2019).</li><li>Wu, M., Lander, G. C. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Present+and+emerging+methodologies+in+Cryo-EM+single-particle+analysis.">Present and emerging methodologies in Cryo-EM single-particle analysis.</a> Biophysical Journal. 119 (7), 1281-1289 (2020).</li><li>Henderson, R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=The+potential+and+limitations+of+neutrons,+electrons+and+X-rays+for+atomic+resolution+microscopy+of+unstained+biological+molecules.">The potential and limitations of neutrons, electrons and X-rays for atomic resolution microscopy of unstained biological molecules.</a> Quarterly Reviews of Biophysics. 28 (2), 171-193 (1995).</li><li>Noble, A. J., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Routine+single+particle+CryoEM+sample+and+grid+characterization+by+tomography.">Routine single particle CryoEM sample and grid characterization by tomography.</a> Elife. 7, 34257 (2018).</li><li>Tan, Y. Z., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Addressing+preferred+specimen+orientation+in+single-particle+cryo-EM+through+tilting.">Addressing preferred specimen orientation in single-particle cryo-EM through tilting.</a> Nature Methods. 14 (8), 793-796 (2017).</li><li>Punjani, A., Rubinstein, J. L., Fleet, D. J., Brubaker, M. A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=cryoSPARC:+algorithms+for+rapid+unsupervised+cryo-EM+structure+determination.">cryoSPARC: algorithms for rapid unsupervised cryo-EM structure determination.</a> Nature Methods. 14 (3), 290-296 (2017).</li><li>Potter, C. S., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Leginon:+a+system+for+fully+automated+acquisition+of+1000+electron+micrographs+a+day.">Leginon: a system for fully automated acquisition of 1000 electron micrographs a day.</a> Ultramicroscopy. 77 (3-4), 153-161 (1999).</li><li>Suloway, C., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Automated+molecular+microscopy:+The+new+Leginon+system.">Automated molecular microscopy: The new Leginon system.</a> Journal of Structural Biology. 151 (1), 41-60 (2005).</li><li>Cheng, A., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Leginon:+New+features+and+applications.">Leginon: New features and applications.</a> Protein Science. 30 (1), 136-150 (2021).</li><li>Carragher, B., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Leginon:+An+automated+system+for+acquisition+of+images+from+vitreous+ice+specimens.">Leginon: An automated system for acquisition of images from vitreous ice specimens.</a> Journal of Structural Biology. 132 (1), 33-45 (2000).</li><li>. NYSBC.org Homepage Available from: <a target="_blank" href="https://emg.nysbc.org/redmine/projects/leginon/wiki/Leginon_Homepage">https://emg.nysbc.org/redmine/projects/leginon/wiki/Leginon_Homepage</a> (2022)</li><li>Russo, C. J., Passmore, L. A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Electron+microscopy:+Ultrastable+gold+substrates+for+electron+cryomicroscopy.">Electron microscopy: Ultrastable gold substrates for electron cryomicroscopy.</a> Science. 346, 1377-1380 (2014).</li><li>Russo, C. J., Henderson, R. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Charge+accumulation+in+electron+cryomicroscopy.">Charge accumulation in electron cryomicroscopy.</a> Ultramicroscopy. 187, 43-49 (2018).</li><li>Nguyen, H. P. M., McGuire, K. L., Cook, B. D., Herzik, M. A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Manual+blot-and-plunge+freezing+of+biological+specimens+for+single-particle+cryogenic+electron+microscopy.">Manual blot-and-plunge freezing of biological specimens for single-particle cryogenic electron microscopy.</a> Journal of Visualized Experiments. (180), e62765 (2022).</li><li>Patel, A., Toso, D., Litvak, A., Nogales, E. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Efficient+graphene+oxide+coating+improves+cryo-EM+sample+preparation+and+data+collection+from+tilted+grids.">Efficient graphene oxide coating improves cryo-EM sample preparation and data collection from tilted grids.</a> bioRxiv. , (2021).</li><li>Naydenova, K., Peet Mathew, J., Russo Christopher J, J. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Multifunctional+graphene+supports+for+electron+cryomicroscopy.">Multifunctional graphene supports for electron cryomicroscopy.</a> Proceedings of the National Academy of Sciences. 116 (24), 11718-11724 (2019).</li><li>Naydenova, K., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=CryoEM+at+100+keV:+a+demonstration+and+prospects.">CryoEM at 100 keV: a demonstration and prospects.</a> IUCrJ. 6 (6), 1086-1098 (2019).</li><li>Herzik, M. A., Gonen, T., Nannenga, B. L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> cryoEM: Methods and Protocols. , 125-144 (2021).</li><li>Cash, J. N., Kearns, S., Li, Y., Cianfrocco, M. A. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=High-resolution+cryo-EM+using+beam-image+shift+at+200+keV.">High-resolution cryo-EM using beam-image shift at 200 keV.</a> IUCrJ. 7 (6), 1179-1187 (2020).</li><li>Peck, J. V., Fay, J. F., Strauss, J. D. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=High-speed+high-resolution+data+collection+on+a+200+keV+cryo-TEM.">High-speed high-resolution data collection on a 200 keV cryo-TEM.</a> IUCrJ. 9 (2), 243-252 (2022).</li><li>Bouvette, J., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Beam+image-shift+accelerated+data+acquisition+for+near-atomic+resolution+single-particle+cryo-electron+tomography.">Beam image-shift accelerated data acquisition for near-atomic resolution single-particle cryo-electron tomography.</a> Nature Communications. 12 (1), 1957 (1957).</li><li>Cheng, A., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=High+resolution+single+particle+cryo-electron+microscopy+using+beam-image+shift.">High resolution single particle cryo-electron microscopy using beam-image shift.</a> Journal of Structural Biology. 204 (2), 270-275 (2018).</li><li>Tegunov, D., Cramer, P. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Real-time+cryo-electron+microscopy+data+preprocessing+with+Warp.">Real-time cryo-electron microscopy data preprocessing with Warp.</a> Nature Methods. 16 (11), 1146-1152 (2019).</li><li>. Structura Biotechnology Inc Available from: <a target="_blank" href="https://cryosparc.com/live">https://cryosparc.com/live</a> (2022)</li><li>DiIorio, M. C., Kulczyk, A. W. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=A+robust+single-particle+cryo-electron+microscopy+(cryo-EM)+processing+workflow+with+cryoSPARC,+RELION,+and+Scipion.">A robust single-particle cryo-electron microscopy (cryo-EM) processing workflow with cryoSPARC, RELION, and Scipion.</a> Journal of Visualized Experiments. (179), e63387 (2022).</li><li>Baldwin, P. R., Lyumkis, D. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Non-uniformity+of+projection+distributions+attenuates+resolution+in+Cryo-EM.">Non-uniformity of projection distributions attenuates resolution in Cryo-EM.</a> Progress in Biophysics and Molecular Biology. 150, 160-183 (2020).</li><li>Baldwin, P. R., Lyumkis, D. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Tools+for+visualizing+and+analyzing+Fourier+space+sampling+in+Cryo-EM.">Tools for visualizing and analyzing Fourier space sampling in Cryo-EM.</a> Progress in Biophysics and Molecular Biology. 160, 53-65 (2021).</li><li>Aiyer, S., Zhang, C., Baldwin, P. R., Lyumkis, D., Gonen, T., Nannenga, B. L. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=.">.</a> cryoEM: Methods and Protocols. , 161-187 (2021).</li><li>Glaeser, R. M., et al. <a target="_blank" href="http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed&cmd=Search&doptcmdl=Citation&defaultField=Title+Word&term=Defocus-dependent+Thon-ring+fading).">Defocus-dependent Thon-ring fading).</a> Ultramicroscopy. 222, 113213 (2021).</li></ol>

Preferred particle orientation caused by specimen adherence to the air-water interface is one of the last major bottlenecks to routine high-resolution structure determination using cryo-EM SPA4,5,6. The data collection scheme presented here provides an easy-to-implement strategy for improving the orientation distribution of particles within a dataset. We note that the protocol requires no additional equipment or software and doe...

The advent of direct electron detectors over the past decade1,2,3 has spurred an exponential increase in the number of high-resolution structures of macromolecules and macromolecular assemblies solved using single-particle cryo-EM4,5,6. Almost all purified macromolecular species are expected to be amenable to structure determination using cryo-EM, except for the smallest proteins ~10 kDa in size or below7. The amount of starting material needed for grid preparation and structure determination is at least an order of magnitude less than other structure determination techniques, such as nuclear magnetic resonance spectroscopy and X-ray crystallography4,5,6.
However, a principal challenge for structure determination by cryo-EM involves suitable grid preparation for imaging. An extensive study evaluating diverse samples using different vitrification strategies and grids suggested that most approaches for vitrifying samples on cryo-EM grids lead to preferential adherence of macromolecules to the air-water interface8. Such adherence can potentially cause four suboptimal outcomes: (1) the macromolecular sample completely denatures, in which case no successful data collection and processing is possible; (2) the sample partially denatures, in which case it may be possible to obtain structural insights from regions of the macromolecule that are not damaged; (3) the sample retains native structure, but only one set of particle orientations relative to the direction of the electron beam are represented in the images; (4) the sample retains native structure, and some but not all possible particle orientations relative to the direction of the electron beam are represented in the images. For cases (3) and (4), tilted data collection will help with minimizing directional resolution anisotropy affecting the reconstructed cryo-EM map and provides a generalizable solution for a wide variety of samples9. Technically, tilting can also benefit case (2), since the denaturation presumably occurs at the air-water interface and similarly limits the number of distinct orientations represented within the data. The extent of orientation bias in the dataset can potentially be altered by experimenting with solution additives, but a lack of broad applicability hampers these trial-and-error approaches. Tilting the specimen stage at a single optimized tilt angle is sufficient to improve the distribution of orientations by virtue of altering the geometry of the imaging experiment9 (Figure 1). Due to the geometric configuration of the preferentially-oriented sample with respect to the electron beam, for each cluster of preferential orientations, tilting the grid generates a cone of illumination angles with respect to the cluster centroid. Hence, this spreads out the views and consequently improves Fourier space sampling and the isotropy of directional resolution.
There are, in practice, some detriments to tilting the stage. Tilting the specimen stage introduces a focus gradient across the field of view, which may affect the accuracy of contrast transfer function (CTF) estimations. Tilted data collection may also lead to increased beam-induced particle movement caused by increased charging effects when imaging tilted specimens. Grid tilting also leads to an increase in apparent ice thickness, which in turn leads to noisier micrographs and may ultimately impact the resolution of reconstructions5,9,10. It may be possible to overcome these issues by applying advanced computational data-processing schemes that are briefly described in the protocol and discussion sections. Lastly, tilting can lead to increased particle overlap, hindering the subsequent image processing pipeline. Although this can be mitigated to some extent by optimizing on-grid particle concentration, it is nonetheless an important consideration. Here, a simple-to-implement protocol is described for tilted data collection using the Leginon software suite (an automated image acquisition software), available open access and compatible with a broad range of microscopes11,12,13,14. The method requires at least version 3.0 or higher, with versions 3.3 onward containing dedicated improvements to enable tilted data collection. No additional software or equipment is necessary for this protocol. Extensive instructions on computational infrastructure and installation guides are provided elsewhere15.

<table border="1" fo:keep-together.within-page="1" fo:keep-with-next.within-page="always">
	<tbody>
		<tr>
			<td>Cryosparc Live v3.1.0+210216</td>
			<td>Structura Biotechnology</td>
			<td></td>
			<td></td>
		</tr>
		<tr>
			<td>DPS protein</td>
			<td></td>
			<td></td>
			<td>Purification adapted from protocol described in K.Naydenova et al IUCrJ. 2019 Nov 1; 6(Pt 6): 1086&#8211;1098.</td>
		</tr>
		<tr>
			<td>K2 Summit Direct Electron Detector</td>
			<td>Gatan</td>
			<td></td>
			<td></td>
		</tr>
		<tr>
			<td>Leginon software suite</td>
			<td></td>
			<td></td>
			<td>C Suloway et al Journal of Structural Biology 151 (1): pp. 41-60.</td>
		</tr>
		<tr>
			<td>Manual plunging device</td>
			<td></td>
			<td></td>
			<td>Homemade guillotine-like device for vitrification of EM grids</td>
		</tr>
		<tr>
			<td>Talos Arctica</td>
			<td>FEI/Thermo Fisher</td>
			<td></td>
			<td></td>
		</tr>
		<tr>
			<td>UltrAufoil R1.2/1.3 300 mesh grids</td>
			<td>Quantifoil</td>
			<td>N1-A14nAu30-01</td>
			<td></td>
		</tr>
	</tbody>
</table>

single-particle cryo-em data collection with stage tilt using leginon

Single-particle analysis (SPA) by cryo-electron microscopy (cryo-EM) is now a mainstream technique for high-resolution structural biology. Structure determination by SPA relies upon obtaining multiple distinct views of a macromolecular object vitrified within a thin layer of ice. Ideally, a collection of uniformly distributed random projection orientations would amount to all possible views of the object, giving rise to reconstructions characterized by isotropic directional resolution. However, in reality, many samples suffer from preferentially oriented particles adhering to the air-water interface. This leads to non-uniform angular orientation distributions in the dataset and inhomogeneous Fourier-space sampling in the reconstruction, translating into maps characterized by anisotropic resolution. Tilting the specimen stage provides a generalizable solution to overcoming resolution anisotropy by virtue of improving the uniformity of orientation distributions, and thus the isotropy of Fourier space sampling. The present protocol describes a tilted-stage automated data collection strategy using Leginon, a software for automated image acquisition. The procedure is simple to implement, does not require any additional equipment or software, and is compatible with most standard transmission electron microscopes (TEMs) used for imaging biological macromolecules.

DPS at 0.3 mg/mL was used to demonstrate imaging at 0&#176;, 30&#176;, and 60&#176; tilts. Data from different tilt angles were collected on the same grid at different grid regions. CTF resolution fits for higher angle tilts tend to be poorer, as was the case when comparing the three datasets in this study. Figure 4 demonstrates comparative representative images and 2D classification averages. Although the protein concentration is unchanged across the different tilt angles, a higher tilt ang...

Watch this Scientific Journal Video about Single-Particle Cryo-EM Data Collection with Stage Tilt using Leginon at JoVE.com

Single-Particle Cryo-EM Data Collection with Stage Tilt using Leginon

The present protocol describes a generalized and easy-to-implement scheme for tilted single-particle data collection in cryo-EM experiments. Such a procedure is especially useful for obtaining a high-quality EM map for samples suffering from preferential orientation bias due to adherence to the air-water interface.

Single-particle analysis (SPA) by cryo-electron microscopy (cryo-EM) is now a mainstream technique for high-resolution structural biology. Structure ...

Research

JoVE Journal

Biochemistry

High-resolution Single Particle Analysis from Electron Cryo-microscopy Images Using SPHIRE

SPHIRE (SPARX for High-Resolution Electron Microscopy) is a novel open-source, user-friendly software suite for the semi-automated processing of single ...

Fully Autonomous Characterization and Data Collection from Crystals of Biological Macromolecules

High-brilliance X-ray beams coupled with automation have&#160;led to the use of synchrotron-based macromolecular X-ray crystallography (MX) beamlines for ...

Fixed Target Serial Data Collection at Diamond Light Source

Serial data collection is a relatively new technique for synchrotron users. A user manual for fixed target data collection at I24, Diamond Light Source is ...

Cryo-EM and Single-Particle Analysis with Scipion

Cryo-electron microscopy has become one of the most important tools in biological research to reveal the structural information of macromolecules at ...

Single Particle Cryo-Electron Microscopy: From Sample to Structure

Cryo-electron microscopy (cryoEM) is a powerful technique for structure determination of macromolecular complexes, via single particle analysis (SPA). The ...

Preparation of High-Temperature Sample Grids for Cryo-EM

The sample grids for cryo-electron microscopy (cryo-EM) experiments are usually prepared at a temperature optimal for the storage of biological samples, ...

A Robust Single-Particle Cryo-Electron Microscopy (cryo-EM) Processing Workflow with cryoSPARC, RELION, and Scipion

A Robust Single-Particle Cryo-Electron Microscopy cryo-EM Processing Workflow with cryoSPARC, RELION, and Scipion

Recent advances in both instrumentation and image processing software have made single-particle cryo-electron microscopy (cryo-EM) the preferred method ...

Routine Collection of High-Resolution cryo-EM Datasets Using 200 KV Transmission Electron Microscope

Cryo-electron microscopy (cryo-EM) has been established as a routine method for protein structure determination during the past decade, taking an ...

The Peel-Blot Technique: A Cryo-EM Sample Preparation Method to Separate Single Layers From Multi-Layered or Concentrated Biological Samples

The peel-blot cryo-EM grid preparation technique is a significantly modified back-injection method with the objective of achieving a reduction in layers ...

Accelerating Macromolecular Structural Analysis Using Smart Leginon Autoscreen

Cryo-Electron Microscopy Screening Automation Across Multiple Grids Using Smart Leginon

Author Spotlight: Enhancing Cryo-Electron Microscopy by Automated Data Collection and Analysis Techniques

Advancements in cryo-electron microscopy (cryoEM) techniques over the past decade have allowed structural biologists to routinely resolve macromolecular ...