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Improving resolution and resolvability of single-particle cryoEM structures using Gaussian mixture models.

Muyuan ChenMichael F SchmidWah Chiu
Published in: Nature methods (2023)
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.
Keyphrases
  • electron microscopy
  • high resolution
  • single molecule
  • randomized controlled trial
  • molecular dynamics simulations
  • protein protein
  • rna seq
  • binding protein
  • single cell