bioRxivBiophysics
Side-chain-directed model and map validation for 3D Electron Cryomicroscopy
Benjamin A Barad, Nathaniel Echols, Ray Yu-Ruei Wang, Yifan Cheng, Frank DiMaio, Paul D Adams, James S Fraser
Abstract
Advances in electron cryomicroscopy allow for the building of de novo atomic models into high resolution Coulomb potential maps. While established validation metrics independently assess map quality and model geometry, methods to assess the precise fitting of an atomic model into the map and to validate the interpretation of high resolution features are less well developed. Here, we present EMRinger, which tests model-to-map agreement using side-chain dihedral-directed map density measurements. These measurements reveal local map density peaks and show that peaks located at rotameric angles are a sensitive marker of whether the backbone is correctly positioned. The EMRinger Score can be improved by model refinement, suggesting its utility as an effective model-to-map validation metric. Additionally, EMRinger sampling identifies how radiation damage alters scattering from negatively charged amino acids during data collection. EMRinger will be useful in assessing how advances in cryo-EM increase the ability to resolve and model high-resolution features.
- assay: cryo-EM
- research focus: protein structure prediction
- research focus: benchmarking
- approach: deep learning
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A multi-model approach to assessing local and global cryo-EM map quality
M. A. Herzik, J. Fraser, G. C. Lander·bioRxiv·Apr 19, 2017
- 3D-Strudel - a novel model-dependent map-feature validation method for high-resolution cryo-EM structures
Andrei Istrate, Zhe Wang, … Gerard J. Kleywegt·bioRxiv·Dec 16, 2021
- New tools for the analysis and validation of Cryo-EM maps and atomic models
Pavel V. Afonine, Bruno P. Klaholz, … Alexandre Urzhumtsev·Acta Crystallographica Section D Structural BiologyPeer-reviewed·Sep 1, 2018
- Outcomes of the 2019 EMDataResource model challenge: validation of cryo-EM models at near-atomic resolution
C. L. Lawson, A. Kryshtafovych, … Wan·bioRxiv·Jun 12, 2020
- Direct calculation of cryo EM and crystallographic model maps for real-space refinement
A. Urzhumtsev, L. Urzhumtseva, V. Y. Lunin·bioRxiv·Jul 17, 2022
- FSC-Q: A CryoEM map-to-atomic model quality validation based on the local Fourier Shell Correlation
E. Ramirez-Aportela, D. Maluenda, … C. O. S. Sorzano·bioRxiv·May 12, 2020