Literature DB >> 25062912

D2N: Distance to the native.

Avinash Mishra1, Prashant Singh Rana2, Aditya Mittal1, B Jayaram3.   

Abstract

Root-mean-square-deviation (RMSD), of computationally-derived protein structures from experimentally determined structures, is a critical index to assessing protein-structure-prediction-algorithms (PSPAs). The development of PSPAs to obtain 0Å RMSD from native structures is considered central to computational biology. However, till date it has been quite challenging to measure how far a predicted protein structure is from its native - in the absence of a known experimental/native structure. In this work, we report the development of a metric "D2N" (distance to the native) - that predicts the "RMSD" of any structure without actually knowing the native structure. By combining physico-chemical properties and known universalities in spatial organization of soluble proteins to develop D2N, we demonstrate the ability to predict the distance of a proposed structure to within ±1.5Ǻ error with a remarkable average accuracy of 93.6% for structures below 5Ǻ from the native. We believe that this work opens up a completely new avenue towards assigning reliable structures to whole proteomes even in the absence of experimentally determined native structures. The D2N tool is freely available at http://www.scfbio-iitd.res.in/software/d2n.jsp.
Copyright © 2014 Elsevier B.V. All rights reserved.

Keywords:  Decoy; Native; Protein folding; Quality assessment

Year:  2014        PMID: 25062912     DOI: 10.1016/j.bbapap.2014.07.010

Source DB:  PubMed          Journal:  Biochim Biophys Acta        ISSN: 0006-3002


  6 in total

1.  The VP4 peptide of hepatitis A virus ruptures membranes through formation of discrete pores.

Authors:  Ashutosh Shukla; Aditya K Padhi; James Gomes; Manidipa Banerjee
Journal:  J Virol       Date:  2014-08-13       Impact factor: 5.103

2.  Computational and functional characterization of Angiogenin mutations, and correlation with amyotrophic lateral sclerosis.

Authors:  Aditya K Padhi; Kamalika Banerjee; James Gomes; Manidipa Banerjee
Journal:  PLoS One       Date:  2014-11-05       Impact factor: 3.240

3.  Bhageerath-H: a homology/ab initio hybrid server for predicting tertiary structures of monomeric soluble proteins.

Authors:  B Jayaram; Priyanka Dhingra; Avinash Mishra; Rahul Kaushik; Goutam Mukherjee; Ankita Singh; Shashank Shekhar
Journal:  BMC Bioinformatics       Date:  2014-12-08       Impact factor: 3.169

4.  PvaxDB: a comprehensive structural repository of Plasmodium vivax proteome.

Authors:  Ankita Singh; Rahul Kaushik; Himani Kuntal; B Jayaram
Journal:  Database (Oxford)       Date:  2018-01-01       Impact factor: 3.451

5.  Role of solvent accessibility for aggregation-prone patches in protein folding.

Authors:  Avinash Mishra; Shoba Ranganathan; B Jayaram; Abdul Sattar
Journal:  Sci Rep       Date:  2018-08-27       Impact factor: 4.379

6.  Tensor Algebra-based Geometrical (3D) Biomacro-Molecular Descriptors for Protein Research: Theory, Applications and Comparison with other Methods.

Authors:  Julio E Terán; Yovani Marrero-Ponce; Ernesto Contreras-Torres; César R García-Jacas; Ricardo Vivas-Reyes; Enrique Terán; F Javier Torres
Journal:  Sci Rep       Date:  2019-08-06       Impact factor: 4.379

  6 in total

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