Low-dose cryo-electron ptychography of proteins at sub-nanometer resolution
BIO Web of Conferences 129, 21011 (2024)
EMC 2024
https://doi.org/10.1051/bioconf/202412921011
Low-dose cryo-electron ptychography of proteins
at sub-nanometer resolution
Berk Kucukoglu1, Dr. Inayathulla Mohammed1, Dr. Ricardo C. Guerrero-Ferreira1,2, Dr.
Stephanie M. Ribet3, Dr. Georgios Varnavides3,4, Max Leo Leidl5,6, Dr. Kelvin Lau7, Dr. Sergey
Nazarov8, Dr. Alexander Myasnikov8, Dr. Carsten Sachse5,9,10, Dr. Knut Müller-Caspary6, Dr.
Colin Ophus3, Dr. Henning Stahlberg1
1
Laboratory of Biological Electron Microscopy, Institute of Physics, SB, EPFL, and Dep. of Fund.
Microbiol., Faculty of Biology and Medicine, UNIL, Rt. de la Sorge, Lausanne, Switzerland,
2
Robert P. Apkarian Integrated Electron Microscopy Core, Emory University School of
Medicine, 1521 Dickey Drive NE, Atlanta, USA, 3National Center for Electron Microscopy
(NCEM), Molecular Foundry, Lawrence Berkeley National Laboratory, Berkeley, USA, 4Miller
Institute for Basic Research in Science, University of California, Berkeley, USA, 5Ernst RuskaCentre for Microscopy and Spectroscopy with Electrons (ER-C-3): Structural Biology, Jülich,
Germany, 6Department of Chemistry and Center for NanoScience, Ludwig-MaximiliansUniversität München, Butenandstr, München, Germany, 7Protein Production and Structure
Core Facility (PTPSP), School of Life Sciences, Rte 20 Cantonale, Lausanne, Switzerland,
8
Dubochet Center for Imaging Lausanne, EPFL and UNIL, EPFL VPA DCI-Lausanne, Lausanne,
Switzerland, 9Institute for Biological Information Processing (IBI-6): Cellular Structural Biology,
Jülich, Germany, 10Department of Biology Heinrich Heine University, Düsseldorf, Germany
The field of cryogenic electron microscopy (cryo-EM) has seen remarkable advancements,
enabling researchers to visualize biomolecular structures with ångström-level resolution.
While conventional transmission electron microscopy (CTEM) combined with single-particle
analysis (SPA) has played a crucial role in these developments, it faces challenges with very
small proteins and large biomolecules. Specifically, small proteins often exhibit insufficient
contrast, and large biomolecules can produce opaque images due to multiple scattering.
Electron ptychography, a technique derived from 4D scanning transmission electron
microscopy (4D-STEM), presents promising solutions to these issues. It enhances contrast
through phase retrieval, aiding in imaging small proteins, and manages multiple scattering
effects, which is vital for examining thicker specimens. Electron ptychography has already
proven to be a powerful method for room temperature material science samples, achieving
unprecedented resolutions[1]. However, the application of STEM-related techniques to
biological specimens is relatively rare[2,3], and ptychographic imaging at low-dose conditions
(less than 50 e/Ų) remains largely unexplored.
In our study, we applied this technique to frozen hydrated single protein samples and
achieved sub-nanometer resolution with a relatively small number of particles, yielding
micrographs of enhanced quality (signal-to-noise ratio, SNR). The scattering potential of single
protein particles was iteratively reconstructed using the open-source software, py4DSTEM[4].
We present structures of apoferritin at 5.8 Å using 11,552 particles, a phi92 sheath structure
at 8.4 Å using 1,600 particles, and a tobacco mosaic virus at 6.4 Å using 2,120 particles.
The application of ptychography to biological specimens, particularly when integrated within
the SPA framework for smaller frozen hydrated protein particles or combined with
tomography tilt series for thicker samples (e.g., bacteria, tissue), holds great promise.
© The Authors, published by EDP Sciences. This is an open access article distributed under the terms of the Creative Commons
Attribution License 4.0 (https://creativecommons.org/licenses/by/4.0/).
BIO Web of Conferences 129, 21011 (2024)
EMC 2024
https://doi.org/10.1051/bioconf/202412921011
Graphic:
Keywords:
4D-STEM, ptychography, cryo-EM, low-dose
Reference:
[1] Jiang, Y., Chen, Z., Han, Y., et al. (2018). Electron ptychography of 2D materials to deep
sub-ångström resolution. Nature, 559, 343-349. Available at: https://doi.org/10.1038/s41586018-0298-5
[2] Lazić, I., Wirix, M., Leidl, M.L., et al. (2022). Single-particle cryo-EM structures from iDPC–
STEM at near-atomic resolution. Nature Methods, 19, 1126-1136. Available at:
https://doi.org/10.1038/s41592-022-01586-0
[3] Zhou, L., Song, J., Kim, J.S., et al. (2020). Low-dose phase retrieval of biological specimens
using cryo-electron ptychography. Nature Communications, 11, 2773. Available at:
https://doi.org/10.1038/s41467-020-16391-6
[4] Varnavides, G., Ribet, S., et al. (2023). Iterative Phase Retrieval Algorithms for Scanning
Transmission Electron Microscopy. arXiv:2309.05250. Available at:
https://arxiv.org/abs/2309.05250
[5] Küçükoğlu, B., Mohammed, I., Guerrero-Ferreira, R.C., et al. (2024). Low-dose cryoelectron ptychography of proteins at sub-nanometer resolution. bioRxiv. Available at:
https://doi.org/10.1101/2024.02.12.579607
2
(...truncated)