Simultaneous prediction of protein folding and docking at high resolution

被引:121
作者
Das, Rhiju [1 ]
Andre, Ingemar [1 ]
Shen, Yang [2 ]
Wu, Yibing [3 ,4 ,5 ]
Lemak, Alexander [6 ,7 ]
Bansal, Sonal [8 ]
Arrowsmith, Cheryl H. [6 ,7 ]
Szyperski, Thomas [3 ,4 ,5 ]
Baker, David [1 ]
机构
[1] Univ Washington, Dept Biochem, Seattle, WA 98195 USA
[2] NIDDKD, Chem Phys Lab, NIH, Bethesda, MD 20892 USA
[3] SUNY Buffalo, Dept Chem, Buffalo, NY 14260 USA
[4] SUNY Buffalo, Dept Biol Struct, Buffalo, NY 14260 USA
[5] SUNY Buffalo, NE Struct Genom Consortium, Buffalo, NY 14260 USA
[6] Univ Toronto, Dept Med Biophys, Ontario Canc Inst, Toronto, ON M5G IL5, Canada
[7] Univ Toronto, NE Struct Genom Consortium, Toronto, ON M5G IL5, Canada
[8] Washington Univ, Sch Med, Dept Biochem & Mol Biophys, St Louis, MO 63108 USA
基金
美国国家卫生研究院;
关键词
homo-oligomers; molecular replacement; NMR structure inference; protein structure prediction; symmetry; RESIDUAL DIPOLAR COUPLINGS; NMR CHEMICAL-SHIFTS; X-RAY-STRUCTURE; COILED-COIL; ROSETTA; COMPLEXES; ASSEMBLIES; SEQUENCES; SYMMETRY; TARGETS;
D O I
10.1073/pnas.0904407106
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Interleaved dimers and higher order symmetric oligomers are ubiquitous in biology but present a challenge to de novo structure prediction methodology: The structure adopted by a monomer can be stabilized largely by interactions with other monomers and hence not the lowest energy state of a single chain. Building on the Rosetta framework, we present a general method to simultaneously model the folding and docking of multiple-chain interleaved homo-oligomers. For more than a third of the cases in a benchmark set of interleaved homo-oligomers, the method generates near-native models of large alpha-helical bundles, interlocking beta sandwiches, and interleaved alpha/beta motifs with an accuracy high enough for molecular replacement based phasing. With the incorporation of NMR chemical shift information, accurate models can be obtained consistently for symmetric complexes with as many as 192 total amino acids; a blind prediction was within 1 angstrom rmsd of the traditionally determined NMR structure, and fit independently collected RDC data equally well. Together, these results show that the Rosetta "fold-and-dock'' protocol can produce models of homo-oligomeric complexes with nearatomic-level accuracy and should be useful for crystallographic phasing and the rapid determination of the structures of multimers with limited NMR information.
引用
收藏
页码:18978 / 18983
页数:6
相关论文
共 41 条
[1]   Emergence of symmetry in homooligomeric biological assemblies [J].
Andre, Ingemar ;
Strauss, Charlie E. M. ;
Kaplan, David B. ;
Bradley, Philip ;
Baker, David .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2008, 105 (42) :16148-16152
[2]   Prediction of the structure of symmetrical protein assemblies [J].
Andre, Ingemar ;
Bradley, Philip ;
Wang, Chu ;
Baker, David .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (45) :17656-17661
[3]   Toward high-resolution de novo structure prediction for small proteins [J].
Bradley, P ;
Misura, KMS ;
Baker, D .
SCIENCE, 2005, 309 (5742) :1868-1871
[4]   Rab and arl GTPase family members cooperate in the localization of the golgin GCC185 [J].
Burguete, Alondra Schweizer ;
Fenn, Timothy D. ;
Brunger, Axel T. ;
Pfeffer, Suzanne R. .
CELL, 2008, 132 (02) :286-298
[5]   Protein structure determination from NMR chemical shifts [J].
Cavalli, Andrea ;
Salvatella, Xavier ;
Dobson, Christopher M. ;
Vendruscolo, Michele .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2007, 104 (23) :9615-9620
[6]   Validation of protein structure from anisotropic carbonyl chemical shifts in a dilute liquid crystalline phase [J].
Cornilescu, G ;
Marquardt, JL ;
Ottiger, M ;
Bax, A .
JOURNAL OF THE AMERICAN CHEMICAL SOCIETY, 1998, 120 (27) :6836-6837
[7]   THE PACKING OF ALPHA-HELICES - SIMPLE COILED-COILS [J].
CRICK, FHC .
ACTA CRYSTALLOGRAPHICA, 1953, 6 (8-9) :689-697
[8]   Macromolecular modeling with Rosetta [J].
Das, Rhiju ;
Baker, David .
ANNUAL REVIEW OF BIOCHEMISTRY, 2008, 77 :363-382
[9]   Structure prediction for CABP7 targets using extensive all-atom refinement with Rosetta@home [J].
Das, Rhiju ;
Bin Qian ;
Raman, Srivatsan ;
Vernon, Robert ;
Thompson, James ;
Bradley, Philip ;
Khare, Sagar ;
Tyka, Michael D. ;
Bhat, Divya ;
Chivian, Dylan ;
Kim, David E. ;
Sheffler, William H. ;
Malmstrom, Lars ;
Wollacott, Andrew M. ;
Wang, Chu ;
Andre, Ingemar ;
Baker, David .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2007, 69 :118-128
[10]   Bayesian statistical analysis of protein side-chain rotamer preferences [J].
Dunbrack, RL ;
Cohen, FE .
PROTEIN SCIENCE, 1997, 6 (08) :1661-1681