Predicting peptides structure with solvation potential and rotamer library dependent of the backbone

被引:0
|
作者
Scott, Luis P. B. [1 ]
Chahine, Jorge [2 ]
Ruggiero, Jose R. [2 ]
机构
[1] Uni Fed ABC, CMCC, BR-09090400 Santo Andre, SP, Brazil
[2] Univ Estadual Paulista, Dept Phys, Sao Paulo, Brazil
基金
巴西圣保罗研究基金会;
关键词
genetic algorithms; optimization; peptide structure; prediction; bioinformatics; rotamer library;
D O I
10.1016/j.amc.2007.09.038
中图分类号
O29 [应用数学];
学科分类号
070104 ;
摘要
In this work, genetic algorithms concepts along with a rotamer library dependent of backbone and implicit solvation potential are used to study the tertiary structure of peptides. We starting from known primary sequence and optimize the structure of the backbone while the side chains allowed adopting the conformations present in a rotamer library. The GA, implemented with two force fields with a growing complexity, was used predict the structure of a polyalanine and a poly-isolueucine. This paper presents good and interesting results about the study of peptides structures and about the development of computational tools to study peptides structures. (C) 2007 Elsevier Inc. All rights reserved.
引用
收藏
页码:155 / 161
页数:7
相关论文
共 50 条
  • [21] The rotag library: generating protein structure-specific side-chain rotamer libraries
    Grybauskas, A.
    Grazulis, S.
    ACTA CRYSTALLOGRAPHICA A-FOUNDATION AND ADVANCES, 2021, 77 : C698 - C698
  • [22] ROTAS: a rotamer-dependent, atomic statistical potential for assessment and prediction of protein structures
    Jungkap Park
    Kazuhiro Saitou
    BMC Bioinformatics, 15
  • [23] PHYS 570-Backbone folding models: Solvation structure in osmolyte solutions
    Pettitt, B. Montgomery
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2008, 236
  • [24] Solvation and primary structure effects on the deamidation of asparaginyl residues in peptides
    Van der Mynsbrugge, Jeroen
    Moors, Samuel L. C.
    Van Speybroeck, Veronique
    Catak, Saron
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2015, 250
  • [25] ROTAS: a rotamer-dependent, atomic statistical potential for assessment and prediction of protein structures
    Park, Jungkap
    Saitou, Kazuhiro
    BMC BIOINFORMATICS, 2014, 15
  • [26] Optimization of solvation models for predicting the structure of surface loops in proteins
    Das, B
    Meirovitch, H
    PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2001, 43 (03) : 303 - 314
  • [27] Solvation of peptides, oligonucleotides and small proteins: Energetics, structure and dynamics.
    Bowers, MT
    Wyttenbach, T
    Barran, P
    ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 2002, 223 : U88 - U88
  • [28] Going clean: structure and dynamics of peptides in the gas phase and paths to solvation
    Baldauf, Carsten
    Rossi, Mariana
    JOURNAL OF PHYSICS-CONDENSED MATTER, 2015, 27 (49)
  • [29] Predicting solvation free energies with an implicit solvent machine learning potential
    Roecken, Sebastien
    Burnet, Anton F.
    Zavadlav, Julija
    JOURNAL OF CHEMICAL PHYSICS, 2024, 161 (23):
  • [30] Predicting small ligand binding sites in proteins using backbone structure
    Bordner, Andrew J.
    BIOINFORMATICS, 2008, 24 (24) : 2865 - 2871