Literature DB >> 25255213

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

Thomas A Hopf1, Charlotta P I Schärfe1, João P G L M Rodrigues2, Anna G Green1, Oliver Kohlbacher3, Chris Sander4, Alexandre M J J Bonvin2, Debora S Marks1.   

Abstract

Protein-protein interactions are fundamental to many biological processes. Experimental screens have identified tens of thousands of interactions, and structural biology has provided detailed functional insight for select 3D protein complexes. An alternative rich source of information about protein interactions is the evolutionary sequence record. Building on earlier work, we show that analysis of correlated evolutionary sequence changes across proteins identifies residues that are close in space with sufficient accuracy to determine the three-dimensional structure of the protein complexes. We evaluate prediction performance in blinded tests on 76 complexes of known 3D structure, predict protein-protein contacts in 32 complexes of unknown structure, and demonstrate how evolutionary couplings can be used to distinguish between interacting and non-interacting protein pairs in a large complex. With the current growth of sequences, we expect that the method can be generalized to genome-wide elucidation of protein-protein interaction networks and used for interaction predictions at residue resolution.

Entities:  

Keywords:  E. coli; co-evolution; evolutionary biology; genomics; interactions; protein

Mesh:

Substances:

Year:  2014        PMID: 25255213      PMCID: PMC4360534          DOI: 10.7554/eLife.03430

Source DB:  PubMed          Journal:  Elife        ISSN: 2050-084X            Impact factor:   8.140


  66 in total

1.  Structural changes linked to proton translocation by subunit c of the ATP synthase.

Authors:  V K Rastogi; M E Girvin
Journal:  Nature       Date:  1999-11-18       Impact factor: 49.962

2.  Similarity of phylogenetic trees as indicator of protein-protein interaction.

Authors:  F Pazos; A Valencia
Journal:  Protein Eng       Date:  2001-09

3.  Inverse Ising inference using all the data.

Authors:  Erik Aurell; Magnus Ekeberg
Journal:  Phys Rev Lett       Date:  2012-03-01       Impact factor: 9.161

4.  Individual interactions of the b subunits within the stator of the Escherichia coli ATP synthase.

Authors:  Karsten Brandt; Sarah Maiwald; Brigitte Herkenhoff-Hesselmann; Kerstin Gnirß; Jörg-Christian Greie; Stanley D Dunn; Gabriele Deckers-Hebestreit
Journal:  J Biol Chem       Date:  2013-07-11       Impact factor: 5.157

5.  Modeling of proteins and their assemblies with the Integrative Modeling Platform.

Authors:  Benjamin Webb; Keren Lasker; Javier Velázquez-Muriel; Dina Schneidman-Duhovny; Riccardo Pellarin; Massimiliano Bonomi; Charles Greenberg; Barak Raveh; Elina Tjioe; Daniel Russel; Andrej Sali
Journal:  Methods Mol Biol       Date:  2014

6.  Rewiring the specificity of two-component signal transduction systems.

Authors:  Jeffrey M Skerker; Barrett S Perchuk; Albert Siryaporn; Emma A Lubin; Orr Ashenberg; Mark Goulian; Michael T Laub
Journal:  Cell       Date:  2008-06-13       Impact factor: 41.582

7.  Improved contact prediction in proteins: using pseudolikelihoods to infer Potts models.

Authors:  Magnus Ekeberg; Cecilia Lövkvist; Yueheng Lan; Martin Weigt; Erik Aurell
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2013-01-11

8.  Cross-linking between helices within subunit a of Escherichia coli ATP synthase defines the transmembrane packing of a four-helix bundle.

Authors:  Brian E Schwem; Robert H Fillingame
Journal:  J Biol Chem       Date:  2006-10-11       Impact factor: 5.157

9.  Disulfide linkage of the b and delta subunits does not affect the function of the Escherichia coli ATP synthase.

Authors:  D T McLachlin; S D Dunn
Journal:  Biochemistry       Date:  2000-03-28       Impact factor: 3.162

10.  Improved prediction of protein side-chain conformations with SCWRL4.

Authors:  Georgii G Krivov; Maxim V Shapovalov; Roland L Dunbrack
Journal:  Proteins       Date:  2009-12
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  179 in total

1.  Genome-wide discovery of epistatic loci affecting antibiotic resistance in Neisseria gonorrhoeae using evolutionary couplings.

Authors:  Benjamin Schubert; Rohan Maddamsetti; Jackson Nyman; Maha R Farhat; Debora S Marks
Journal:  Nat Microbiol       Date:  2018-12-03       Impact factor: 17.745

2.  From residue coevolution to protein conformational ensembles and functional dynamics.

Authors:  Ludovico Sutto; Simone Marsili; Alfonso Valencia; Francesco Luigi Gervasio
Journal:  Proc Natl Acad Sci U S A       Date:  2015-10-20       Impact factor: 11.205

Review 3.  Epistasis in protein evolution.

Authors:  Tyler N Starr; Joseph W Thornton
Journal:  Protein Sci       Date:  2016-02-28       Impact factor: 6.725

4.  Synthetic protein alignments by CCMgen quantify noise in residue-residue contact prediction.

Authors:  Susann Vorberg; Stefan Seemayer; Johannes Söding
Journal:  PLoS Comput Biol       Date:  2018-11-05       Impact factor: 4.475

5.  Using evolution to predict structure.

Authors:  Allison Doerr
Journal:  Nat Methods       Date:  2014-12       Impact factor: 28.547

6.  Aerobic Growth of Escherichia coli Is Reduced, and ATP Synthesis Is Selectively Inhibited when Five C-terminal Residues Are Deleted from the ϵ Subunit of ATP Synthase.

Authors:  Naman B Shah; Thomas M Duncan
Journal:  J Biol Chem       Date:  2015-07-09       Impact factor: 5.157

Review 7.  Structure-Encoded Global Motions and Their Role in Mediating Protein-Substrate Interactions.

Authors:  Ivet Bahar; Mary Hongying Cheng; Ji Young Lee; Cihan Kaya; She Zhang
Journal:  Biophys J       Date:  2015-07-02       Impact factor: 4.033

8.  Structured States of Disordered Proteins from Genomic Sequences.

Authors:  Agnes Toth-Petroczy; Perry Palmedo; John Ingraham; Thomas A Hopf; Bonnie Berger; Chris Sander; Debora S Marks
Journal:  Cell       Date:  2016-09-22       Impact factor: 41.582

9.  Assessment of protein assembly prediction in CASP13.

Authors:  Dmytro Guzenko; Aleix Lafita; Bohdan Monastyrskyy; Andriy Kryshtafovych; Jose M Duarte
Journal:  Proteins       Date:  2019-08-27

10.  Loss of specificity variants of WzxC suggest that substrate recognition is coupled with transporter opening in MOP-family flippases.

Authors:  Lok-To Sham; Sanduo Zheng; Anastasiya A Yakhnina; Andrew C Kruse; Thomas G Bernhardt
Journal:  Mol Microbiol       Date:  2018-09-15       Impact factor: 3.501

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