EM-Fold: De Novo Folding of α-Helical Proteins Guided by Intermediate-Resolution Electron Microscopy Density Maps

被引:70
作者
Lindert, Steffen [1 ,3 ]
Staritzbichler, Rene [1 ,3 ]
Woetzel, Nils [1 ,3 ]
Karakas, Mert [1 ,3 ]
Stewart, Phoebe L. [2 ,3 ]
Meiler, Jens [1 ,3 ]
机构
[1] Vanderbilt Univ, Dept Chem, Nashville, TN 37212 USA
[2] Vanderbilt Univ, Med Ctr, Nashville, TN 37232 USA
[3] Vanderbilt Univ, Struct Biol Ctr, Nashville, TN 37212 USA
基金
美国国家卫生研究院; 美国国家科学基金会;
关键词
SINGLE-PARTICLE RECONSTRUCTION; STRUCTURE PREDICTION; CRYOELECTRON MICROSCOPY; CRYO-EM; SECONDARY STRUCTURE; ATOMIC STRUCTURES; BACKBONE STRUCTURE; NMR DATA; MODELS; CRYOMICROSCOPY;
D O I
10.1016/j.str.2009.06.001
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 medium-resolution (7-10 angstrom) cryo-electron microscopy (cryo-EM) density maps, alpha helices can be identified as density rods whereas beta-strand or loop regions are not as easily discerned. We are proposing a computational protein structure prediction algorithm "EM-Fold" that resolves the density rod connectivity ambiguity by placing predicted alpha helices into the density rods and adding missing backbone coordinates in loop regions. In a benchmark of 11 mainly alpha-helical proteins of known structure a native-like model is identified in eight cases (rmsd 3.9-7.9 angstrom). The three failures can be attributed to inaccuracies in the secondary structure prediction step that precedes EM-Fold. EM-Fold has been applied to the similar to 6 angstrom resolution cryo-EM density map of protein Illa from human adenovirus. We report the first topological model for the alpha-helical 400 residue N-terminal region of protein Illa. EM-Fold also has the potential to interpret medium-resolution density maps in X-ray crystallography.
引用
收藏
页码:990 / 1003
页数:14
相关论文
共 61 条
[31]   A decade of CASP: progress, bottlenecks and prognosis in protein structure prediction [J].
Moult, J .
CURRENT OPINION IN STRUCTURAL BIOLOGY, 2005, 15 (03) :285-289
[32]   High-resolution structure prediction and the crystallographic phase problem [J].
Qian, Bin ;
Raman, Srivatsan ;
Das, Rhiju ;
Bradley, Philip ;
McCoy, Airlie J. ;
Read, Randy J. ;
Baker, David .
NATURE, 2007, 450 (7167) :259-264
[33]   Modeling structurally variable regions in homologous proteins with rosetta [J].
Rohl, CA ;
Strauss, CEM ;
Chivian, D ;
Baker, D .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2004, 55 (03) :656-677
[34]  
Rohl CA, 2004, METHOD ENZYMOL, V383, P66
[35]   De novo determination of protein backbone structure from residual dipolar couplings using rosetta [J].
Rohl, CA ;
Baker, D .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 2002, 124 (11) :2723-2729
[36]   Fitting atomic models into electron-microscopy maps [J].
Rossmann, MG .
ACTA CRYSTALLOGRAPHICA SECTION D-BIOLOGICAL CRYSTALLOGRAPHY, 2000, 56 :1341-1349
[37]   Electron crystallography reveals the structure of metarhodopsin I [J].
Ruprecht, JJ ;
Mielke, T ;
Vogel, R ;
Villa, C ;
Schertler, GFX .
EMBO JOURNAL, 2004, 23 (18) :3609-3620
[38]   Structural and phylogenetic analysis of adenovirus hexons by use of high-resolution X-ray crystallographic, molecular modeling, and sequence-based methods [J].
Rux, JJ ;
Kuser, PR ;
Burnett, RM .
JOURNAL OF VIROLOGY, 2003, 77 (17) :9553-9566
[39]   Localization of the N-Terminus of Minor Coat Protein IIIa in the Adenovirus Capsid [J].
San Martin, Carmen ;
Glasgow, Joel N. ;
Borovjagin, Anton ;
Beatty, Matthew S. ;
Kashentseva, Elena A. ;
Curiel, David T. ;
Marabini, Roberto ;
Dmitriev, Igor P. .
JOURNAL OF MOLECULAR BIOLOGY, 2008, 383 (04) :923-934
[40]   Progress on modeling of protein structures and interactions [J].
Schueler-Furman, O ;
Wang, C ;
Bradley, P ;
Misura, K ;
Baker, D .
SCIENCE, 2005, 310 (5748) :638-642