Towards a Protein-Size Dependent Resolution Limit due to Dynamical Scattering in Cryo-transmission Electron Microscopy
Source abstract
Abstract
Abstract In cryo-transmission electron microscopy, single-particle reconstructions exploit the weak phase object approximation. A decisive aspect to be studied systematically is to what extent underlying scattering assumptions limit the resolution, whether theoretical limits are compatible with experimental observations, and if current experimental benchmarks achieve this limit. Single-, multislice, and hybrid scattering models are employed in this work for simulating eight protein complexes up to 97.5 nm in thickness, embedded in low-density amorphous ice obtained from molecular dynamics. With the multislice scheme providing an accurate solution to the multiple scattering problem as reference, the reliability of the different models is assessed in both real and Fourier space, particularly via Fourier ring correlations at the specimen exit wave level. A comparison with benchmarking literature resolutions is performed. Our results show proportionality of the attainable resolution to the square root of the projection thickness. This is in reasonable quantitative agreement with the highest resolution published experimentally for proteins with at least the size of apoferritin. The study provides a rationale for the expectable resolution for a protein complex of known size. The implications of structural noise due to the ice background for the minimal ice thickness on protein size-dependent resolution are discussed, as well as efficient methods to approximate multiple scattering and propagation in thick proteins.
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Research context
OpenAlex topics: Advanced Electron Microscopy Techniques and Applications · Electron and X-Ray Spectroscopy Techniques · Enzyme Structure and Function
SciVX discovery tags are terminology-based. OpenAlex topics are source-provided classifications.
Affiliations
Department of Chemistry and Center for NanoScience, Ludwig-Maximilians-University Munich , Butenandtstr. 11, Munich 81377 ,
Ernst-Ruska Centre for Microscopy and Spectroscopy with Electrons (ER-C-3/Structural Biology), Forschungszentrum Jülich GmbH , Jülich 52425 ,
Department of Biology, Heinrich Heine University Düsseldorf , Universitätsstr. 1, Düsseldorf 40225 ,
Funding
European Research Council
References (49)
Show source-provided references
1. Pdbe: Improved findability of macromolecular structure data in the pdb10.1093/nar/gkz990 ↗
2. An assessment of the use of Hepatitis B Virus core protein virus-like particles to display heterologous antigens from Neisseria meningitidis10.1016/j.vaccine.2020.03.001 ↗
3. Structure of mutant hepatitis B core protein capsids with premature secretion phenotype10.1016/j.jmb.2018.10.018 ↗
4. Measureice: Accessible on-the-fly measurement of ice thickness in cryo-electron microscopy10.1038/s42003-022-03698-x ↗
5. Applicability of non-linear imaging in high-resolution transmission electron microscopy10.1093/jmicro/dfx031 ↗
6. Further discussion on the separation of linear and nonlinear components in hrtem imaging10.1016/j.micron.2021.103054 ↗
7. Electron ptychography achieves atomic-resolution limits set by lattice vibrations10.1126/science.abg2533 ↗
8. Interaction of human erythrocyte catalase with air–water interface in cryoem10.1093/jmicro/dfab037 ↗
9. Maximum-likelihood method for focus-variation image reconstruction in high resolution transmission electron microscopy10.1016/0304-3991(96)00010-1 ↗
10. The scattering of electrons by atoms and crystals. I. A new theoretical approach10.1107/S0365110X57002194 ↗
11. The scattering of electrons by atoms and crystals. II. The effects of finite source size10.1107/S0365110X59001098 ↗
12. The scattering of electrons by atoms and crystals. III. Single-crystal diffraction patterns10.1107/S0365110X59001104 ↗
13. Correction of high-resolution data for curvature of the Ewald sphere10.1016/S0304-3991(99)00120-5 ↗
14. CTFFIND5 provides improved insight into quality, tilt and thickness of TEM samples10.7554/eLife.97227 ↗
15. Direct imaging detectors for electron microscopy10.1016/j.nima.2017.07.037 ↗
16. The translating bacterial ribosome at 1.55 å resolution generated by cryo-EM imaging services10.1038/s41467-023-36742-3 ↗
17. Goodman · 2005
18. Measuring the optimal exposure for single particle cryo-EM using a 2.6 å reconstruction of rotavirus VP610.7554/eLife.06980 ↗
19. Relative roles of multiple scattering and fresnel diffraction in the imaging of small molecules using electrons10.1016/j.ultramic.2020.113094 ↗
20. Cryo-tem simulations of amorphous radiation-sensitive samples using multislice wave propagation10.1107/S2052252521008538 ↗
21. Beugung im inhomogenen Primärstrahlwellenfeld. I. Prinzip einer Phasenmessung von Elektronenbeungungsinterferenzen10.1107/S0567739469001045 ↗
22. Contrast transfer of crystal images in TEM10.1016/0304-3991(80)90011-X ↗
23. First application of cc-corrected imaging for high-resolution and energy-filtered tem10.1093/jmicro/dfp021 ↗
24. Cryo-em structure of haemoglobin at 3.2 å determined with the volta phase plate10.1038/ncomms16099 ↗
25. Comparison of intensity and absolute contrast of simulated and experimental high-resolution transmission electron microscopy images for different multislice simulation methods10.1016/j.ultramic.2013.05.015 ↗
26. Native doublet microtubules from tetrahymena thermophila reveal the importance of outer junction proteins10.1038/s41467-023-37868-0 ↗
27. Low-dose cryo-electron ptychography of proteins at sub-nanometer resolution10.1038/s41467-024-52403-5 ↗
28. Dynamical scattering in ice-embedded proteins in conventional and scanning transmission electron microscopy10.1107/S2052252523004505 ↗
29. An accurate parameterization for scattering factors, electron densities and electrostatic potentials for neutral atoms that obey all physical constraints10.1107/S205327331401643X ↗
30. Imaging built-in electric fields and light matter by Fourier-precession TEM10.1038/s41598-024-51423-x ↗
31. An improved ptychographical phase retrieval algorithm for diffractive imaging10.1016/j.ultramic.2009.05.012 ↗
32. Thon rings from amorphous ice and implications of beam-induced brownian motion in single particle electron cryo-microscopy10.1016/j.ultramic.2015.05.017 ↗
33. Single-particle cryo-EM at atomic resolution10.1038/s41586-020-2829-0 ↗
34. cryoSPARC: Algorithms for rapid unsupervised cryo-EM structure determination10.1038/nmeth.4169 ↗
35. Ctffind4: Fast and accurate defocus estimation from electron micrographs10.1016/j.jsb.2015.08.008 ↗
36. The correlation averaging of a regularly arranged bacterial cell envelope protein10.1111/jmi.1982.127.issue-2 ↗
37. Integrated contrast-transfer-function for aberration-corrected phase-contrast STEM10.1016/j.ultramic.2018.08.008 ↗
38. Atomic model of an infectious rotavirus particle10.1038/emboj.2010.322 ↗
39. Hydration-layer models for cryo-EM image simulation10.1016/j.jsb.2012.04.021 ↗
40. Lammps-a flexible simulation tool for particle-based materials modeling at the atomic, meso, and continuum scales10.1016/j.cpc.2021.108171 ↗
41. Studying atomic structures by aberration-corrected transmission electron microscopy10.1126/science.1152800 ↗
42. Method for retrieval of the three-dimensional object potential by inversion of dynamical electron scattering10.1103/PhysRevLett.109.245502 ↗
43. Arthropod hemocyanin structures studied by image analysis
44. Structural characterization of canine minute virus, rat and porcine bocavirus10.3390/v15091799 ↗
45. Elucidation of the viral disassembly switch of tobacco mosaic virus10.15252/embr.201948451 ↗
46. Atomic-resolution protein structure determination by cryo-EM10.1038/s41586-020-2833-4 ↗
47. You · 202410.48550/arXiv.2407.19407 ↗
48. A Bayesian approach to beam-induced motion correction in cryo-EM single-particle analysis10.1107/S205225251801463X ↗
49. Estimation of high-order aberrations and anisotropic magnification from cryo-EM data sets in relion-3.110.1107/S2052252520000081 ↗