Title :
EMatch: Discovery of High Resolution Structural Homologues of Protein Domains in Intermediate Resolution Cryo-EM Maps
Author :
Lasker, Keren ; Dror, Oranit ; Shatsky, Maxim ; Nussinov, Ruth ; Wolfson, Haim J.
Author_Institution :
Sch. of Comput. Sci., Tel Aviv Univ.
Abstract :
Cryo-EM has become an increasingly powerful technique for elucidating the structure, dynamics, and function of large flexible macromolecule assemblies that cannot be determined at atomic resolution. However, due to the relatively low resolution of cryo-EM data, a major challenge is to identify components of complexes appearing in cryo-EM maps. Here, we describe EMatch, a novel integrated approach for recognizing structural homologues of protein domains present in a 6-10 A resolution cryo-EM map and constructing a quasi-atomic structural model of their assembly. The method is highly efficient and has been successfully validated on various simulated data. The strength of the method is demonstrated by a domain assembly of an experimental cryo-EM map of native GroEL at 6 Aring resolution
Keywords :
biology computing; molecular biophysics; molecular configurations; proteins; EMatch; domain assembly; high resolution structural homologues; intermediate resolution cryo-EM maps; native GroEL; protein domains; quasi-atomic structural model; Assembly; Bioinformatics; Biomembranes; Crystallography; Fitting; Inspection; Microscopy; Proteins; Shape; Visualization; 3D alignment of secondary structures; Structural bioinformatics; cyclic symmetry.; intermediate resolution cryo-EM maps; macromolecular assemblies; Adaptor Protein Complex 2; Algorithms; Computational Biology; Cryoelectron Microscopy; Databases, Protein; GroEL Protein; Image Processing, Computer-Assisted; Models, Molecular; Photosynthetic Reaction Center Complex Proteins; Protein Structure, Secondary; Protein Structure, Tertiary; Structural Homology, Protein; Triose-Phosphate Isomerase;
Journal_Title :
Computational Biology and Bioinformatics, IEEE/ACM Transactions on
DOI :
10.1109/TCBB.2007.1003