Protein cutoff scanning: A comparative analysis of cutoff dependent and cutoff free methods for prospecting contacts in proteins

被引:73
作者
da Silveira, Carlos H. [1 ]
Pires, Douglas E. V. [2 ]
Minardi, Raquel C. [1 ]
Ribeiro, Cristina [1 ]
Veloso, Caio J. M.
Lopes, Julio C. D. [3 ]
Meira, Wagner, Jr. [2 ]
Neshich, Goran [4 ]
Ramos, Carlos H. I. [5 ]
Habesch, Raul
Santoro, Marcelo M. [1 ]
机构
[1] Univ Fed Minas Gerais, UFMG, Inst Biol Sci, Dept Biochem & Immunol, Belo Horizonte, MG, Brazil
[2] Univ Fed Minas Gerais, UFMG, Dept Comp Sci, Belo Horizonte, MG, Brazil
[3] Univ Fed Minas Gerais, UFMG, Dept Chem, Belo Horizonte, MG, Brazil
[4] EMBRAPA, Natl Agr Res Corp, Natl Agr Informat Technol Res Ctr CNPTIA, Struct Bioinformat Grp, Planaltina, DF, Brazil
[5] Univ Estadual Campinas, UNICAMP, Inst Chem, Campinas, SP, Brazil
关键词
cutoff evaluation; protein packing; residue contacts; residue interactions; Delaunay tessellation; Voronoi diagrams; contact methods; SIDE-CHAIN CLUSTERS; SECONDARY STRUCTURE; VORONOI TESSELLATION; CRYSTAL-STRUCTURES; GLOBULAR-PROTEINS; PACKING DENSITY; RESIDUES; ENVIRONMENT; SEQUENCES; VOLUME;
D O I
10.1002/prot.22187
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
In this study, we carried out a comparative analysis between two classical methodologies to prospect residue contacts in proteins: the traditional cutoff dependent (CD) approach and cutoff free Delaunay tessellation (DT). In addition, two alternative coarse-grained forms to represent residues were tested: using alpha carbon (CA) and side chain geometric center (GC). A database was built, comprising three top classes: all alpha, all beta, and alpha/beta. We found that the cutoff value at about 7.0 angstrom emerges as an important distance parameter. Up to 7.0 angstrom, CD and DT properties are unified, which implies that at this distance all contacts are complete and legitimate (not occluded). We also have shown that DT has an intrinsic missing edges problem when mapping the first layer of neighbors. In proteins, it may produce systematic errors affecting mainly the contact network in beta chains with CA. The almost-Delaunay (AD) approach has been proposed to solve this DT problem. We found that even AD may not be an advantageous solution. As a consequence, in the strict range up to 7.0 angstrom, the CD approach revealed to be a simpler, more complete, and reliable technique than DT or AD. Finally, we have shown that coarse-grained residue representations may introduce bias in the analysis of neighbors in cutoffs up to 6.8 angstrom, with CA favoring alpha proteins and GC favoring beta proteins. This provides an additional argument pointing to the value of 7.0 angstrom as an important lower bound cutoff to be used in contact analysis of proteins.
引用
收藏
页码:727 / 743
页数:17
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