Literature DB >> 30908034

Predicting Protein Dimer Structures Using MELD × MD.

Emiliano Brini1, Dima Kozakov1,2,3, Ken A Dill1,4,5.   

Abstract

It is challenging to predict the docked conformations of two proteins. Current methods are susceptible to errors from treating proteins as rigid bodies and from an inability to compute relative Boltzmann populations of different docked conformations. Here, we show that by using the ClusPro server as a front end to generate possible protein-protein contacts, and using Modeling Employing Limited Data (MELD) accelerated molecular dynamics (MELD × MD) as a back end for atomistic simulations, we can find 16/20 native dimer structures of small proteins as those having the lowest free energy, starting from good-bound-backbone structures. We show that atomistic MD free energies can be used to identify native protein dimer structures.

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Year:  2019        PMID: 30908034      PMCID: PMC6690486          DOI: 10.1021/acs.jctc.8b01208

Source DB:  PubMed          Journal:  J Chem Theory Comput        ISSN: 1549-9618            Impact factor:   6.006


  40 in total

1.  The Protein Data Bank.

Authors:  H M Berman; J Westbrook; Z Feng; G Gilliland; T N Bhat; H Weissig; I N Shindyalov; P E Bourne
Journal:  Nucleic Acids Res       Date:  2000-01-01       Impact factor: 16.971

2.  ClusPro: an automated docking and discrimination method for the prediction of protein complexes.

Authors:  Stephen R Comeau; David W Gatchell; Sandor Vajda; Carlos J Camacho
Journal:  Bioinformatics       Date:  2004-01-01       Impact factor: 6.937

3.  CAPRI: a Critical Assessment of PRedicted Interactions.

Authors:  Joël Janin; Kim Henrick; John Moult; Lynn Ten Eyck; Michael J E Sternberg; Sandor Vajda; Ilya Vakser; Shoshana J Wodak
Journal:  Proteins       Date:  2003-07-01

4.  Protein-protein docking predictions for the CAPRI experiment.

Authors:  Jeffrey J Gray; Stewart E Moughon; Tanja Kortemme; Ora Schueler-Furman; Kira M S Misura; Alexandre V Morozov; David Baker
Journal:  Proteins       Date:  2003-07-01

5.  ClusPro: a fully automated algorithm for protein-protein docking.

Authors:  Stephen R Comeau; David W Gatchell; Sandor Vajda; Carlos J Camacho
Journal:  Nucleic Acids Res       Date:  2004-07-01       Impact factor: 16.971

6.  UCSF Chimera--a visualization system for exploratory research and analysis.

Authors:  Eric F Pettersen; Thomas D Goddard; Conrad C Huang; Gregory S Couch; Daniel M Greenblatt; Elaine C Meng; Thomas E Ferrin
Journal:  J Comput Chem       Date:  2004-10       Impact factor: 3.376

Review 7.  Prediction of protein-protein interactions: the CAPRI experiment, its evaluation and implications.

Authors:  Shoshana J Wodak; Raúl Méndez
Journal:  Curr Opin Struct Biol       Date:  2004-04       Impact factor: 6.809

8.  PIPER: an FFT-based protein docking program with pairwise potentials.

Authors:  Dima Kozakov; Ryan Brenke; Stephen R Comeau; Sandor Vajda
Journal:  Proteins       Date:  2006-11-01

9.  GRAMM-X public web server for protein-protein docking.

Authors:  Andrey Tovchigrechko; Ilya A Vakser
Journal:  Nucleic Acids Res       Date:  2006-07-01       Impact factor: 16.971

10.  PatchDock and SymmDock: servers for rigid and symmetric docking.

Authors:  Dina Schneidman-Duhovny; Yuval Inbar; Ruth Nussinov; Haim J Wolfson
Journal:  Nucleic Acids Res       Date:  2005-07-01       Impact factor: 16.971

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Authors:  Nicholas B Rego; Erte Xi; Amish J Patel
Journal:  Proc Natl Acad Sci U S A       Date:  2021-02-09       Impact factor: 11.205

2.  Computing Ligands Bound to Proteins Using MELD-Accelerated MD.

Authors:  Cong Liu; Emiliano Brini; Alberto Perez; Ken A Dill
Journal:  J Chem Theory Comput       Date:  2020-09-23       Impact factor: 6.006

3.  Modeling beta-sheet peptide-protein interactions: Rosetta FlexPepDock in CAPRI rounds 38-45.

Authors:  Alisa Khramushin; Orly Marcu; Nawsad Alam; Orly Shimony; Dzmitry Padhorny; Emiliano Brini; Ken A Dill; Sandor Vajda; Dima Kozakov; Ora Schueler-Furman
Journal:  Proteins       Date:  2020-01-06

4.  Searching for Low Probability Opening Events in a DNA Sliding Clamp.

Authors:  Reza Esmaeeli; Benedict Andal; Alberto Perez
Journal:  Life (Basel)       Date:  2022-02-09
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