scholarly journals Local Error Estimates Dramatically Improve the Utility of Homology Models for Solving Crystal Structures by Molecular Replacement

Structure ◽  
2015 ◽  
Vol 23 (2) ◽  
pp. 397-406 ◽  
Author(s):  
Gábor Bunkóczi ◽  
Björn Wallner ◽  
Randy J. Read
2020 ◽  
Vol 76 (3) ◽  
pp. 285-290
Author(s):  
Björn Wallner

Model quality assessment programs estimate the quality of protein models and can be used to estimate local error in protein models. ProQ3D is the most recent and most accurate version of our software. Here, it is demonstrated that it is possible to use local error estimates to substantially increase the quality of the models for molecular replacement (MR). Adjusting the B factors using ProQ3D improved the log-likelihood gain (LLG) score by over 50% on average, resulting in significantly more successful models in MR compared with not using error estimates. On a data set of 431 homology models to address difficult MR targets, models with error estimates from ProQ3D received an LLG of >50 for almost half of the models 209/431 (48.5%), compared with 175/431 (40.6%) for the previous version, ProQ2, and only 74/431 (17.2%) for models with no error estimates, clearly demonstrating the added value of using error estimates to enable MR for more targets. ProQ3D is available from http://proq3.bioinfo.se/ both as a server and as a standalone download.


2011 ◽  
Vol 25 (6) ◽  
pp. 1894-1902 ◽  
Author(s):  
Lianming Liang ◽  
Shuqun Liu ◽  
Jinkui Yang ◽  
Zhaohui Meng ◽  
Liping Lei ◽  
...  

F1000Research ◽  
2016 ◽  
Vol 5 ◽  
pp. 275 ◽  
Author(s):  
Sean Ekins ◽  
John Liebler ◽  
Bruno J. Neves ◽  
Warren G. Lewis ◽  
Megan Coffee ◽  
...  

The Zika virus (ZIKV) is a flavivirus of the familyFlaviviridae, which is similar to dengue virus, yellow fever and West Nile virus. Recent outbreaks in South America, Latin America, the Caribbean and in particular Brazil have led to concern for the spread of the disease and potential to cause Guillain-Barré syndrome and microcephaly. Although ZIKV has been known of for over 60 years there is very little in the way of knowledge of the virus with few publications and no crystal structures. No antivirals have been tested against it eitherin vitroorin vivo. ZIKV therefore epitomizes a neglected disease. Several suggested steps have been proposed which could be taken to initiate ZIKV antiviral drug discovery using both high throughput screens as well as structure-based design based on homology models for the key proteins. We now describe preliminary homology models created for NS5, FtsJ, NS4B, NS4A, HELICc, DEXDc, peptidase S7, NS2B, NS2A, NS1, E stem, glycoprotein M, propeptide, capsid and glycoprotein E using SWISS-MODEL. Eleven out of 15 models pass our model quality criteria for their further use. While a ZIKV glycoprotein E homology model was initially described in the immature conformation as a trimer, we now describe the mature dimer conformer which allowed the construction of an illustration of the complete virion. By comparing illustrations of ZIKV based on this new homology model and the dengue virus crystal structure we propose potential differences that could be exploited for antiviral and vaccine design. The prediction of sites for glycosylation on this protein may also be useful in this regard. While we await a cryo-EM structure of ZIKV and eventual crystal structures of the individual proteins, these homology models provide the community with a starting point for structure-based design of drugs and vaccines as well as a for computational virtual screening.


1993 ◽  
Vol 49 (5) ◽  
pp. 478-489 ◽  
Author(s):  
T. P. Ko ◽  
J. D. Ng ◽  
J. Day ◽  
A. Greenwood ◽  
A. McPherson

2013 ◽  
Vol 2013 ◽  
pp. 1-6 ◽  
Author(s):  
Shinji Amari ◽  
Ryoichi Kataoka ◽  
Takashi Ikegami ◽  
Noriaki Hirayama

The three-dimensional (3D) structures of human leukocyte antigen (HLA) molecules are indispensable for the studies on the functions at molecular level. We have developed a homology modeling system named HLA-modeler specialized in the HLA molecules. Segment matching algorithm is employed for modeling and the optimization of the model is carried out by use of the PFROSST force field considering the implicit solvent model. In order to efficiently construct the homology models, HLA-modeler uses a local database of the 3D structures of HLA molecules. The structure of the antigenic peptide-binding site is important for the function and the 3D structure is highly conserved between various alleles. HLA-modeler optimizes the use of this structural motif. The leave-one-out cross-validation using the crystal structures of class I and class II HLA molecules has demonstrated that the rmsds of nonhydrogen atoms of the sites between homology models and crystal structures are less than 1.0 Å in most cases. The results have indicated that the 3D structures of the antigenic peptide-binding sites can be reproduced by HLA-modeler at the level almost corresponding to the crystal structures.


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