[HTML][HTML] Cryo-EM model validation recommendations based on outcomes of the 2019 EMDataResource challenge

CL Lawson, A Kryshtafovych, PD Adams, PV Afonine… - Nature …, 2021 - nature.com
This paper describes outcomes of the 2019 Cryo-EM Model Challenge. The goals were to
(1) assess the quality of models that can be produced from cryogenic electron microscopy …

Residue-wise local quality estimation for protein models from cryo-EM maps

G Terashi, X Wang… - Nature …, 2022 - nature.com
An increasing number of protein structures are being determined by cryogenic electron
microscopy (cryo-EM). Although the resolution of determined cryo-EM density maps is …

[HTML][HTML] Deep learning for reconstructing protein structures from cryo-EM density maps: Recent advances and future directions

N Giri, RS Roy, J Cheng - Current Opinion in Structural Biology, 2023 - Elsevier
Abstract Cryo-Electron Microscopy (cryo-EM) has emerged as a key technology to determine
the structure of proteins, particularly large protein complexes and assemblies in recent …

[HTML][HTML] RosettaES: a sampling strategy enabling automated interpretation of difficult cryo-EM maps

B Frenz, AC Walls, EH Egelman, D Veesler, F DiMaio - Nature methods, 2017 - nature.com
Accurate atomic modeling of macromolecular structures into cryo-electron microscopy (cryo-
EM) maps is a major challenge, as the moderate resolution makes accurate placement of …

EMRinger: side chain–directed model and map validation for 3D cryo-electron microscopy

BA Barad, N Echols, RYR Wang, Y Cheng, F DiMaio… - Nature …, 2015 - nature.com
Advances in high-resolution cryo-electron microscopy (cryo-EM) require the development of
validation metrics to independently assess map quality and model geometry. We report …

[HTML][HTML] DeepEMhancer: a deep learning solution for cryo-EM volume post-processing

R Sanchez-Garcia, J Gomez-Blanco, A Cuervo… - Communications …, 2021 - nature.com
Cryo-EM maps are valuable sources of information for protein structure modeling. However,
due to the loss of contrast at high frequencies, they generally need to be post-processed to …

[HTML][HTML] Model building of protein complexes from intermediate-resolution cryo-EM maps with deep learning-guided automatic assembly

J He, P Lin, J Chen, H Cao, SY Huang - Nature Communications, 2022 - nature.com
Advances in microscopy instruments and image processing algorithms have led to an
increasing number of cryo-electron microscopy (cryo-EM) maps. However, building accurate …

[HTML][HTML] New tools for the analysis and validation of cryo-EM maps and atomic models

PV Afonine, BP Klaholz, NW Moriarty… - … Section D: Structural …, 2018 - scripts.iucr.org
Recent advances in the field of electron cryomicroscopy (cryo-EM) have resulted in a rapidly
increasing number of atomic models of biomacromolecules that have been solved using this …

De Novo modeling in cryo-EM density maps with Pathwalking

M Chen, PR Baldwin, SJ Ludtke, ML Baker - Journal of structural biology, 2016 - Elsevier
As electron cryo-microscopy (cryo-EM) can now frequently achieve near atomic resolution,
accurate interpretation of these density maps in terms of atomistic detail has become …

[HTML][HTML] FSC-Q: a CryoEM map-to-atomic model quality validation based on the local Fourier shell correlation

E Ramírez-Aportela, D Maluenda, YC Fonseca… - Nature …, 2021 - nature.com
In recent years, advances in cryoEM have dramatically increased the resolution of
reconstructions and, with it, the number of solved atomic models. It is widely accepted that …