Theoretical and practical approaches to improve the performance of local correlation algorithms for volume data analysis and shape recognition

Acta Crystallogr D Struct Biol. 2021 Apr 1;77(Pt 4):447-456. doi: 10.1107/S2059798321001212. Epub 2021 Mar 30.

Abstract

In this paper, several approaches to be used to accelerate algorithms for fitting an atomic structure into a given 3D density map determined by cryo-EM are discussed. Rotation and translation of the atomic structure to find similarity scores are used and implemented with discrete Fourier transforms. Several rotations can be combined into groups to accelerate processing. The finite resolution of experimental and simulated maps allows a reduction in the number of rotations and translations needed in order to estimate similarity-score values.

Keywords: DockEM; cryo-EM; discrepancy; local correlation; map fitting; molecular-density matching.

MeSH terms

  • Cryoelectron Microscopy / methods*
  • Data Analysis*
  • Imaging, Three-Dimensional / methods*
  • Models, Molecular*
  • Protein Conformation
  • Proteins / chemistry*

Substances

  • Proteins