Global rigid body modeling of macromolecular complexes against small-angle scattering data.

New methods to automatically build models of macromolecular complexes from high-resolution structures or homology models of their subunits or domains against x-ray or neutron small-angle scattering data are presented. Depending on the complexity of the object, different approaches are employed for the global search of the optimum configuration of subunits fitting the experimental data. An exhaustive grid search is used for hetero- and homodimeric particles and for symmetric oligomers formed by identical subunits. For the assemblies or multidomain proteins containing more then one subunit/domain per asymmetric unit, heuristic algorithms based on simulated annealing are used. Fast computational algorithms based on spherical harmonics representation of scattering amplitudes are employed. The methods allow one to construct interconnected models without steric clashes, to account for the particle symmetry and to incorporate information from other methods, on distances between specific residues or nucleotides. For multidomain proteins, addition of missing linkers between the domains is possible. Simultaneous fitting of multiple scattering patterns from subcomplexes or deletion mutants is incorporated. The efficiency of the methods is illustrated by their application to complexes of different types in several simulated and practical examples. Limitations and possible ambiguity of rigid body modeling are discussed and simplified docking criteria are provided to rank multiple models. The methods described are implemented in publicly available computer programs running on major hardware platforms.

[1]  Kivanc Bilecen,et al.  Triticum durum Metallothionein , 2005, Journal of Biological Chemistry.

[2]  Zhe Sun,et al.  The dimeric and trimeric solution structures of the multidomain complement protein properdin by X-ray scattering, analytical ultracentrifugation and constrained modelling. , 2004, Journal of molecular biology.

[3]  M. Bolognesi,et al.  Structural characterization of the nonameric assembly of an Archaeal alpha-L-fucosidase by synchrotron small angle X-ray scattering. , 2004, Biochemical and biophysical research communications.

[4]  P. Bork,et al.  Structure-Based Assembly of Protein Complexes in Yeast , 2004, Science.

[5]  Angela M Gronenborn,et al.  Filtering and selection of structural models: Combining docking and NMR , 2003, Proteins.

[6]  D. Svergun,et al.  Small-angle scattering studies of biological macromolecules in solution , 2003 .

[7]  Anna Westlund,et al.  Conformation of full‐length Bruton tyrosine kinase (Btk) from synchrotron X‐ray solution scattering , 2003, The EMBO journal.

[8]  D. Svergun,et al.  Quaternary Structure of Azospirillum brasilense NADPH-dependent Glutamate Synthase in Solution as Revealed by Synchrotron Radiation X-ray Scattering* , 2003, Journal of Biological Chemistry.

[9]  Jeffrey J. Gray,et al.  Protein-protein docking with simultaneous optimization of rigid-body displacement and side-chain conformations. , 2003, Journal of molecular biology.

[10]  Z. Weng,et al.  A novel shape complementarity scoring function for protein‐protein docking , 2003, Proteins.

[11]  C. Li,et al.  A protein-protein docking algorithm dependent on the type of complexes. , 2003, Protein engineering.

[12]  M. Gerstein,et al.  Structural Genomics: Current Progress , 2003, Science.

[13]  T. Earnest,et al.  From words to literature in structural proteomics , 2003, Nature.

[14]  C. Dominguez,et al.  HADDOCK: a protein-protein docking approach based on biochemical or biophysical information. , 2003, Journal of the American Chemical Society.

[15]  P. Rosevear,et al.  The solution structure of a cardiac troponin C-troponin I-troponin T complex shows a somewhat compact troponin C interacting with an extended troponin I-troponin T component. , 2002, Biochemistry.

[16]  Dmitri I Svergun,et al.  Addition of missing loops and domains to protein models by x-ray solution scattering. , 2002, Biophysical journal.

[17]  A. Annila,et al.  Quaternary structure built from subunits combining NMR and small-angle x-ray scattering data. , 2002, Biophysical journal.

[18]  J. Janin,et al.  Dissecting protein–protein recognition sites , 2002, Proteins.

[19]  Zhiping Weng,et al.  Docking unbound proteins using shape complementarity, desolvation, and electrostatics , 2002, Proteins.

[20]  C. Tung,et al.  A Structural Model of the Catalytic Subunit-regulatory Subunit Dimeric Complex of the cAMP-dependent Protein Kinase* , 2002, The Journal of Biological Chemistry.

[21]  Luhua Lai,et al.  Further development and validation of empirical scoring functions for structure-based binding affinity prediction , 2002, J. Comput. Aided Mol. Des..

[22]  W. Hendrickson,et al.  Structure of a Functional Unit from Octopus Hemocyanin , 2001 .

[23]  Peter V. Konarev,et al.  MASSHA – a graphics system for rigid-body modelling of macromolecular complexes against solution scattering data , 2001 .

[24]  D I Svergun,et al.  Determination of domain structure of proteins from X-ray solution scattering. , 2001, Biophysical journal.

[25]  Shigeyuki Yokoyama,et al.  Structural basis for anticodon recognition by discriminating glutamyl-tRNA synthetase , 2001, Nature Structural Biology.

[26]  Andrew G. W. Leslie,et al.  The structure of the central stalk in bovine F1-ATPase at 2.4 Å resolution , 2000, Nature Structural Biology.

[27]  M. Wall,et al.  Large-scale shape changes in proteins and macromolecular complexes. , 2000, Annual review of physical chemistry.

[28]  Dmitri I. Svergun,et al.  A software system for rigid body modelling of solution scattering data , 2000 .

[29]  J. Trewhella,et al.  Calmodulin remains extended upon binding to smooth muscle caldesmon: a combined small-angle scattering and fourier transform infrared spectroscopy study. , 2000, Biochemistry.

[30]  Sebastian Doniach,et al.  Reconstruction of low-resolution three-dimensional density maps from one-dimensional small-angle X-ray solution scattering data for biomolecules , 2000 .

[31]  D I Svergun,et al.  Crystal Versus Solution Structures of Thiamine Diphosphate-dependent Enzymes* , 2000, The Journal of Biological Chemistry.

[32]  T. N. Bhat,et al.  The Protein Data Bank , 2000, Nucleic Acids Res..

[33]  M. Beltramini,et al.  Low-resolution structure of the proteolytic fragments of the Rapana venosa hemocyanin in solution. , 2000, Archives of biochemistry and biophysics.

[34]  D I Svergun,et al.  Restoring low resolution structure of biological macromolecules from solution scattering using simulated annealing. , 1999, Biophysical journal.

[35]  M J Sternberg,et al.  Use of pair potentials across protein interfaces in screening predicted docked complexes , 1999, Proteins.

[36]  M. Kerr,et al.  The Fab and Fc fragments of IgA1 exhibit a different arrangement from that in IgG: a study by X-ray and neutron solution scattering and homology modelling. , 1999, Journal of molecular biology.

[37]  C. Chothia,et al.  The atomic structure of protein-protein recognition sites. , 1999, Journal of molecular biology.

[38]  D I Svergun,et al.  A model of the quaternary structure of the Escherichia coli F1 ATPase from X-ray solution scattering and evidence for structural changes in the delta subunit during ATP hydrolysis. , 1998, Biophysical journal.

[39]  Gunter Schneider,et al.  High Resolution Crystal Structure of Pyruvate Decarboxylase from Zymomonas mobilis , 1998, The Journal of Biological Chemistry.

[40]  E Pantos,et al.  Low-resolution structures of proteins in solution retrieved from X-ray scattering with a genetic algorithm. , 1998, Biophysical journal.

[41]  D I Svergun,et al.  Protein hydration in solution: experimental observation by x-ray and neutron scattering. , 1998, Proceedings of the National Academy of Sciences of the United States of America.

[42]  D. Svergun Restoring Three-Dimensional Structure of Biopolymers from Solution Scattering , 1997 .

[43]  D. I. Svergun,et al.  Shape Determination from Solution Scattering of Biopolymers , 1997 .

[44]  W. Junge,et al.  ATP synthase: a tentative structural model , 1997, FEBS letters.

[45]  S. Jones,et al.  Analysis of protein-protein interaction sites using surface patches. , 1997, Journal of molecular biology.

[46]  J. Kraut,et al.  Loop and subdomain movements in the mechanism of Escherichia coli dihydrofolate reductase: crystallographic evidence. , 1997, Biochemistry.

[47]  K. Altendorf,et al.  The F0F1-type ATP synthases of bacteria: structure and function of the F0 complex. , 1996, Annual review of microbiology.

[48]  Dmitri I. Svergun,et al.  New developments in direct shape determination from small-angle scattering. 2. Uniqueness , 1996 .

[49]  W Furey,et al.  Crystal structure of the thiamin diphosphate-dependent enzyme pyruvate decarboxylase from the yeast Saccharomyces cerevisiae at 2.3 A resolution. , 1995, Journal of molecular biology.

[50]  D. Svergun,et al.  CRYSOL : a program to evaluate X-ray solution scattering of biological macromolecules from atomic coordinates , 1995 .

[51]  J. Tainer,et al.  Crystal structures of a schistosomal drug and vaccine target: glutathione S-transferase from Schistosoma japonica and its complex with the leading antischistosomal drug praziquantel. , 1995, Journal of molecular biology.

[52]  D. I. Svergun,et al.  Solution scattering from biopolymers: advanced contrast‐variation data analysis , 1994 .

[53]  Lester Ingber,et al.  Simulated annealing: Practice versus theory , 1993 .

[54]  A Coda,et al.  Crystal and molecular structure of the bovine alpha-chymotrypsin-eglin c complex at 2.0 A resolution. , 1992, Journal of molecular biology.

[55]  D. Svergun,et al.  Mathematical methods in small-angle scattering data analysis , 1991 .

[56]  William H. Press,et al.  Numerical recipes , 1990 .

[57]  C. Boulin,et al.  Data acquisition systems for linear and area X-ray detectors using delay line readout , 1988 .

[58]  D. I. Svergun,et al.  Structure Analysis by Small-Angle X-Ray and Neutron Scattering , 1987 .

[59]  C. Boulin,et al.  Data appraisal, evaluation and display for synchrotron radiation experiments: Hardware and software , 1986 .

[60]  C. D. Gelatt,et al.  Optimization by Simulated Annealing , 1983, Science.

[61]  J. Bordas,et al.  X-ray diffraction and scattering on disordered systems using synchrotron radiation , 1983 .