Literature DB >> 23093611

A method for integrative structure determination of protein-protein complexes.

Dina Schneidman-Duhovny1, Andrea Rossi, Agustin Avila-Sakar, Seung Joong Kim, Javier Velázquez-Muriel, Pavel Strop, Hong Liang, Kristin A Krukenberg, Maofu Liao, Ho Min Kim, Solmaz Sobhanifar, Volker Dötsch, Arvind Rajpal, Jaume Pons, David A Agard, Yifan Cheng, Andrej Sali.   

Abstract

MOTIVATION: Structural characterization of protein interactions is necessary for understanding and modulating biological processes. On one hand, X-ray crystallography or NMR spectroscopy provide atomic resolution structures but the data collection process is typically long and the success rate is low. On the other hand, computational methods for modeling assembly structures from individual components frequently suffer from high false-positive rate, rarely resulting in a unique solution.
RESULTS: Here, we present a combined approach that computationally integrates data from a variety of fast and accessible experimental techniques for rapid and accurate structure determination of protein-protein complexes. The integrative method uses atomistic models of two interacting proteins and one or more datasets from five accessible experimental techniques: a small-angle X-ray scattering (SAXS) profile, 2D class average images from negative-stain electron microscopy micrographs (EM), a 3D density map from single-particle negative-stain EM, residue type content of the protein-protein interface from NMR spectroscopy and chemical cross-linking detected by mass spectrometry. The method is tested on a docking benchmark consisting of 176 known complex structures and simulated experimental data. The near-native model is the top scoring one for up to 61% of benchmark cases depending on the included experimental datasets; in comparison to 10% for standard computational docking. We also collected SAXS, 2D class average images and 3D density map from negative-stain EM to model the PCSK9 antigen-J16 Fab antibody complex, followed by validation of the model by a subsequently available X-ray crystallographic structure.

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Year:  2012        PMID: 23093611      PMCID: PMC3519461          DOI: 10.1093/bioinformatics/bts628

Source DB:  PubMed          Journal:  Bioinformatics        ISSN: 1367-4803            Impact factor:   6.937


  41 in total

1.  Protein-protein docking benchmark version 4.0.

Authors:  Howook Hwang; Thom Vreven; Joël Janin; Zhiping Weng
Journal:  Proteins       Date:  2010-11-15

2.  Docking and scoring protein interactions: CAPRI 2009.

Authors:  Marc F Lensink; Shoshana J Wodak
Journal:  Proteins       Date:  2010-11-15

3.  Structural characterization of protein-protein complexes by integrating computational docking with small-angle scattering data.

Authors:  Carles Pons; Marco D'Abramo; Dmitri I Svergun; Modesto Orozco; Pau Bernadó; Juan Fernández-Recio
Journal:  J Mol Biol       Date:  2010-09-08       Impact factor: 5.469

4.  Blind predictions of protein interfaces by docking calculations in CAPRI.

Authors:  Marc F Lensink; Shoshana J Wodak
Journal:  Proteins       Date:  2010-11-15

5.  Automation in single-particle electron microscopy connecting the pieces.

Authors:  Dmitry Lyumkis; Arne Moeller; Anchi Cheng; Amber Herold; Eric Hou; Christopher Irving; Erica L Jacovetty; Pick-Wei Lau; Anke M Mulder; James Pulokas; Joel D Quispe; Neil R Voss; Clinton S Potter; Bridget Carragher
Journal:  Methods Enzymol       Date:  2010       Impact factor: 1.600

Review 6.  Integrating diverse data for structure determination of macromolecular assemblies.

Authors:  Frank Alber; Friedrich Förster; Dmitry Korkin; Maya Topf; Andrej Sali
Journal:  Annu Rev Biochem       Date:  2008       Impact factor: 23.643

7.  An integrated suite of fast docking algorithms.

Authors:  Efrat Mashiach; Dina Schneidman-Duhovny; Aviyah Peri; Yoli Shavit; Ruth Nussinov; Haim J Wolfson
Journal:  Proteins       Date:  2010-11-15

8.  FiberDock: Flexible induced-fit backbone refinement in molecular docking.

Authors:  Efrat Mashiach; Ruth Nussinov; Haim J Wolfson
Journal:  Proteins       Date:  2010-05-01

9.  A combination of rescoring and refinement significantly improves protein docking performance.

Authors:  Brian Pierce; Zhiping Weng
Journal:  Proteins       Date:  2008-07

10.  Robust, high-throughput solution structural analyses by small angle X-ray scattering (SAXS).

Authors:  Greg L Hura; Angeli L Menon; Michal Hammel; Robert P Rambo; Farris L Poole; Susan E Tsutakawa; Francis E Jenney; Scott Classen; Kenneth A Frankel; Robert C Hopkins; Sung-Jae Yang; Joseph W Scott; Bret D Dillard; Michael W W Adams; John A Tainer
Journal:  Nat Methods       Date:  2009-07-20       Impact factor: 28.547

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  35 in total

1.  DksA regulates RNA polymerase in Escherichia coli through a network of interactions in the secondary channel that includes Sequence Insertion 1.

Authors:  Andrey Parshin; Anthony L Shiver; Jookyung Lee; Maria Ozerova; Dina Schneidman-Duhovny; Carol A Gross; Sergei Borukhov
Journal:  Proc Natl Acad Sci U S A       Date:  2015-11-24       Impact factor: 11.205

2.  Cryo-EM Data Are Superior to Contact and Interface Information in Integrative Modeling.

Authors:  Sjoerd J de Vries; Isaure Chauvot de Beauchêne; Christina E M Schindler; Martin Zacharias
Journal:  Biophys J       Date:  2016-02-01       Impact factor: 4.033

3.  Optimized atomic statistical potentials: assessment of protein interfaces and loops.

Authors:  Guang Qiang Dong; Hao Fan; Dina Schneidman-Duhovny; Ben Webb; Andrej Sali
Journal:  Bioinformatics       Date:  2013-09-27       Impact factor: 6.937

Review 4.  Chemical cross-linking in the structural analysis of protein assemblies.

Authors:  Feixia Chu; Daniel T Thornton; Hieu T Nguyen
Journal:  Methods       Date:  2018-05-30       Impact factor: 3.608

Review 5.  Emerging applications of small angle solution scattering in structural biology.

Authors:  Barnali N Chaudhuri
Journal:  Protein Sci       Date:  2015-02-12       Impact factor: 6.725

Review 6.  Diffraction Techniques in Structural Biology.

Authors:  Martin Egli
Journal:  Curr Protoc Nucleic Acid Chem       Date:  2016-06-01

7.  Distance restraints from crosslinking mass spectrometry: mining a molecular dynamics simulation database to evaluate lysine-lysine distances.

Authors:  Eric D Merkley; Steven Rysavy; Abdullah Kahraman; Ryan P Hafen; Valerie Daggett; Joshua N Adkins
Journal:  Protein Sci       Date:  2014-04-03       Impact factor: 6.725

8.  Sequence co-evolution gives 3D contacts and structures of protein complexes.

Authors:  Thomas A Hopf; Charlotta P I Schärfe; João P G L M Rodrigues; Anna G Green; Oliver Kohlbacher; Chris Sander; Alexandre M J J Bonvin; Debora S Marks
Journal:  Elife       Date:  2014-09-25       Impact factor: 8.140

Review 9.  Protein modeling: what happened to the "protein structure gap"?

Authors:  Torsten Schwede
Journal:  Structure       Date:  2013-09-03       Impact factor: 5.006

10.  Prion Protein-Antibody Complexes Characterized by Chromatography-Coupled Small-Angle X-Ray Scattering.

Authors:  Lester Carter; Seung Joong Kim; Dina Schneidman-Duhovny; Jan Stöhr; Guillaume Poncet-Montange; Thomas M Weiss; Hiro Tsuruta; Stanley B Prusiner; Andrej Sali
Journal:  Biophys J       Date:  2015-08-18       Impact factor: 4.033

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