Related Experiment Video
Updated: Jun 28, 2026

09:06
Cryo-EM and Single-Particle Analysis with Scipion
Published on: May 29, 2021
Issues of resolution and polymorphism in single-particle reconstruction
Shixin Yang1, Xiong Yu, Vitold E Galkin
1Department of Biochemistry and Molecular Genetics, University of Virginia Health Sciences Center, Charlottesville, VA 22908-0733, USA.
Journal of Structural Biology
|December 4, 2003
Summary
Electron microscopic (EM) three-dimensional reconstructions can appear accurate due to noise, but artefacts arise from heterogeneous images in single-particle EM analysis. Careful evaluation is crucial for reliable macromolecular complex structural determination.
Area of Science:
- Structural biology
- Biophysics
- Electron microscopy
Background:
- Three-dimensional reconstruction from electron microscopic (EM) images is a powerful technique for analyzing macromolecular complexes.
- Assessing reconstruction quality lacks stereochemical constraints, unlike X-ray crystallography.
- Common quality assessments include comparing reconstruction projections with class averages and resolution statistics (e.g., Fourier shell correlations).
Purpose of the Study:
- To investigate the reliability of quality assessment metrics in single-particle EM.
- To demonstrate how artefactual reconstructions can arise and be erroneously validated.
- To highlight the need for critical evaluation of EM reconstruction quality.
Main Methods:
- Simulated noise-based image analysis to assess resolution statistics.
- Generation of independent reconstructions from different initial models.
- Analysis of real EM images of DnaB rings exhibiting polymorphism.
Main Results:
- Simulated noise can generate impressive resolution statistics, potentially overestimating the true resolution.
- Artefactual reconstructions can be produced that match class averages, even with heterogeneous images.
- Polymorphism in real EM data can lead to artefactual reconstructions that appear valid.
Conclusions:
- Resolution statistics alone are insufficient for validating EM reconstructions.
- Artefactual reconstructions can be generated and validated using standard metrics when dealing with heterogeneous or polymorphic data.
- Critical evaluation of single-particle EM reconstructions is essential to avoid structural misinterpretations.
Related Concept Videos
Super-resolution Fluorescence Microscopy
Super-resolution fluorescence microscopy (SRFM) provides a better resolution than conventional fluorescence microscopy by reducing the point spread function (PSF). PSF is the light intensity distribution from a point that causes it to appear blurred. Due to PSF, each fluorescing point appears bigger than its actual size, and it is the PSF interference of nearby fluorophores that causes the blurred image. Various approaches to achieving higher resolution through SRFM have recently been developed.
Electron Microscope Tomography and Single-particle Reconstruction
Transmission electron microscopy (TEM) can be used to determine the 3D structure of biological samples with the help of techniques such as electron microscope tomography and single-particle reconstruction. While single-particle reconstruction can examine macromolecules and macromolecular complexes in vitro conditions only, tomography permits the study of cell components or small cells in vivo.
Electron Tomography
Electron tomography can be performed either in TEM or STEM (scanning transmission...
Electron Tomography
Electron tomography can be performed either in TEM or STEM (scanning transmission...
Mass Analyzers: Overview
The mass analyzer is a crucial component of the mass spectrometer. In the ionization chamber, the vaporized sample is bombarded with a high-energy electron beam to generate a radical cation and further fragment into neutral molecules, radicals, and cations. A series of negatively charged accelerator plates accelerate the cations into the mass analyzer. The mass analyzer separates ions according to their mass-to-charge (m/z) ratios and then directs them to the detector. The common types of mass...

