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
[1]   De novo high-resolution protein structure determination from sparse spin-labeling EPR data [J].
Alexander, Nathan ;
Bortolus, Marco ;
Al-Mestarihi, Ahmad ;
Mchaourab, Hassane ;
Meilerl, Jens .
STRUCTURE, 2008, 16 (02) :181-195
[2]   Identification of secondary structure elements in intermediate-resolution density maps [J].
Baker, Matthew L. ;
Ju, Tao ;
Chiu, Wah .
STRUCTURE, 2007, 15 (01) :7-19
[3]   De novo prediction of three-dimensional structures for major protein families [J].
Bonneau, R ;
Strauss, CEM ;
Rohl, CA ;
Chivian, D ;
Bradley, P ;
Malmström, L ;
Robertson, T ;
Baker, D .
JOURNAL OF MOLECULAR BIOLOGY, 2002, 322 (01) :65-78
[4]   Contact order and ab initio protein structure prediction [J].
Bonneau, R ;
Ruczinski, I ;
Tsai, J ;
Baker, D .
PROTEIN SCIENCE, 2002, 11 (08) :1937-1944
[5]   A 9 Å single particle reconstruction from CCD captured images on a 200 kV electron cryomicroscope [J].
Booth, CR ;
Jiang, W ;
Baker, ML ;
Zhou, ZH ;
Ludtke, SJ ;
Chiu, W .
JOURNAL OF STRUCTURAL BIOLOGY, 2004, 147 (02) :116-127
[6]   Determination of the fold of the core protein of hepatitis B virus ky electron cryomicroscopy [J].
Bottcher, B ;
Wynne, SA ;
Crowther, RA .
NATURE, 1997, 386 (6620) :88-91
[7]   De novo protein structure determination using sparse NMR data [J].
Bowers, PM ;
Strauss, CEM ;
Baker, D .
JOURNAL OF BIOMOLECULAR NMR, 2000, 18 (04) :311-318
[8]   Toward high-resolution de novo structure prediction for small proteins [J].
Bradley, P ;
Misura, KMS ;
Baker, D .
SCIENCE, 2005, 309 (5742) :1868-1871
[9]  
Chandonia JM, 1999, PROTEINS, V35, P293
[10]   Visualization of a 4-helix bundle in the hepatitis B virus capsid by cryo-electron microscopy [J].
Conway, JF ;
Cheng, N ;
Zlotnick, A ;
Wingfield, PT ;
Stahl, SJ ;
Steven, AC .
NATURE, 1997, 386 (6620) :91-94