English

Improving Resolution and Resolvability of Single Particle CryoEM using Gaussian Mixture Models

Quantitative Methods 2023-08-31 v2 Biomolecules

Abstract

Cryogenic electron microscopy is widely used in structural biology, but its resolution is often limited by the dynamics of the macromolecule. Here, we developed a refinement protocol based on Gaussian mixture models that integrates particle orientation and conformation estimation, and improves the alignment for flexible domains of protein structures. We demonstrated this protocol on multiple datasets, resulting in improved resolution and resolvability, locally and globally, by visual and quantitative measures.

Keywords

Cite

@article{arxiv.2303.18241,
  title  = {Improving Resolution and Resolvability of Single Particle CryoEM using Gaussian Mixture Models},
  author = {Muyuan Chen and Michael F. Schmid and Wah Chiu},
  journal= {arXiv preprint arXiv:2303.18241},
  year   = {2023}
}

Comments

36 pages, 11 figures

R2 v1 2026-06-28T09:43:42.098Z