Literature DB >> 35838364

A Histogram-based Outlier Profile for Atomic Structures Derived from Cryo-Electron Microscopy.

Lin Chen1, Jing He2.   

Abstract

As more atomic structures are determined from cryo-electron microscopy (cryo-EM) density maps, validation of such structures is an important task. We report findings after analyzing the change of cryo-EM structures in a comparison between those released by December 2016 and those released between 2017 and 2019. The cryo-EM models created from density maps with resolution better than 6 Å were divided into six data sets. A histogram-based outlier score (HBOS) was implemented and validation reports were collected from the Protein Data Bank. The results suggest that the overall quality of EM structures released after December 2016 is better than that of structures released before 2017. The conformation qualities of most residue types might have been improved, except for Leucine, Phenylalanine, and Serine in high-resolution datasets (higher than 4 Å). We observe that structures solved from 0-4 Å resolution density maps have an almost identical HBOS profile as that of structures derived from density maps with 4-6 Å resolution.

Entities:  

Keywords:  X-ray; anomaly; cryo-electron microscopy; machine learning; protein structure; side-chain; statistics; validation

Year:  2019        PMID: 35838364      PMCID: PMC9279010          DOI: 10.1145/3307339.3343865

Source DB:  PubMed          Journal:  ACM BCB


  33 in total

1.  Improved methods for building protein models in electron density maps and the location of errors in these models.

Authors:  T A Jones; J Y Zou; S W Cowan; M Kjeldgaard
Journal:  Acta Crystallogr A       Date:  1991-03-01       Impact factor: 2.290

2.  Resolution measures in molecular electron microscopy.

Authors:  Pawel A Penczek
Journal:  Methods Enzymol       Date:  2010       Impact factor: 1.600

3.  Ab initio resolution measurement for single particle structures.

Authors:  Duncan Sousa; Nikolaus Grigorieff
Journal:  J Struct Biol       Date:  2006-08-15       Impact factor: 2.867

Review 4.  Cryo-EM in drug discovery: achievements, limitations and prospects.

Authors:  Jean-Paul Renaud; Ashwin Chari; Claudio Ciferri; Wen-Ti Liu; Hervé-William Rémigy; Holger Stark; Christian Wiesmann
Journal:  Nat Rev Drug Discov       Date:  2018-06-08       Impact factor: 84.694

5.  Recommendations of the wwPDB NMR Validation Task Force.

Authors:  Gaetano T Montelione; Michael Nilges; Ad Bax; Peter Güntert; Torsten Herrmann; Jane S Richardson; Charles D Schwieters; Wim F Vranken; Geerten W Vuister; David S Wishart; Helen M Berman; Gerard J Kleywegt; John L Markley
Journal:  Structure       Date:  2013-09-03       Impact factor: 5.006

Review 6.  Atomic cryo-EM structures of viruses.

Authors:  Wen Jiang; Liang Tang
Journal:  Curr Opin Struct Biol       Date:  2017-08-05       Impact factor: 6.809

7.  3.3 A cryo-EM structure of a nonenveloped virus reveals a priming mechanism for cell entry.

Authors:  Xing Zhang; Lei Jin; Qin Fang; Wong H Hui; Z Hong Zhou
Journal:  Cell       Date:  2010-04-15       Impact factor: 41.582

8.  A 3.0-Angstrom Resolution Cryo-Electron Microscopy Structure and Antigenic Sites of Coxsackievirus A6-Like Particles.

Authors:  Jinhuan Chen; Chao Zhang; Yu Zhou; Xiang Zhang; Chaoyun Shen; Xiaohua Ye; Wen Jiang; Zhong Huang; Yao Cong
Journal:  J Virol       Date:  2018-01-02       Impact factor: 5.103

9.  Three-dimensional visualization of gammaherpesvirus life cycle in host cells by electron tomography.

Authors:  Li Peng; Sergey Ryazantsev; Ren Sun; Z Hong Zhou
Journal:  Structure       Date:  2010-01-13       Impact factor: 5.006

10.  An Investigation of Atomic Structures Derived from X-ray Crystallography and Cryo-Electron Microscopy Using Distal Blocks of Side-Chains.

Authors:  Lin Chen; Jing He; Salim Sazzed; Rayshawn Walker
Journal:  Molecules       Date:  2018-03-08       Impact factor: 4.411

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