Literature DB >> 28042966

Computed Binding of Peptides to Proteins with MELD-Accelerated Molecular Dynamics.

Joseph A Morrone1, Alberto Perez1, Justin MacCallum2, Ken A Dill1,3,4.   

Abstract

It has been a challenge to compute the poses and affinities for binding of peptides to proteins by molecular dynamics (MD) simulations. Such computations would be valuable for capturing the physics and the conformational freedom of the molecules, but they are currently too computationally expensive. Here we describe using MELD (Modeling Employing Limited Data)-accelerated MD for finding the binding poses and approximate relative binding free energies for flexible-peptide/protein interactions. MELD uses only weak information about the binding motif and not the detailed binding mode that is typically required by other free-energy-based methods. We apply this technique to study binding of P53-derived peptides to MDM2 and MDMX. We find that MELD finds correct poses, that the binding induces the peptide into the correct helical conformation, and that it is capable of roughly estimating relative binding affinities. This method may be useful in peptide drug discovery.

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Year:  2017        PMID: 28042966     DOI: 10.1021/acs.jctc.6b00977

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


  17 in total

1.  Accelerating physical simulations of proteins by leveraging external knowledge.

Authors:  Alberto Perez; Joseph A Morrone; Ken A Dill
Journal:  Wiley Interdiscip Rev Comput Mol Sci       Date:  2017-04-19

2.  Peptide Gaussian accelerated molecular dynamics (Pep-GaMD): Enhanced sampling and free energy and kinetics calculations of peptide binding.

Authors:  Jinan Wang; Yinglong Miao
Journal:  J Chem Phys       Date:  2020-10-21       Impact factor: 3.488

3.  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

4.  Monte Carlo on the manifold and MD refinement for binding pose prediction of protein-ligand complexes: 2017 D3R Grand Challenge.

Authors:  Mikhail Ignatov; Cong Liu; Andrey Alekseenko; Zhuyezi Sun; Dzmitry Padhorny; Sergei Kotelnikov; Andrey Kazennov; Ivan Grebenkin; Yaroslav Kholodov; Istvan Kolosvari; Alberto Perez; Ken Dill; Dima Kozakov
Journal:  J Comput Aided Mol Des       Date:  2018-11-12       Impact factor: 3.686

5.  Predicting Protein Dimer Structures Using MELD × MD.

Authors:  Emiliano Brini; Dima Kozakov; Ken A Dill
Journal:  J Chem Theory Comput       Date:  2019-04-05       Impact factor: 6.006

6.  CryoFold: determining protein structures and data-guided ensembles from cryo-EM density maps.

Authors:  Mrinal Shekhar; Genki Terashi; Chitrak Gupta; Daipayan Sarkar; Gaspard Debussche; Nicholas J Sisco; Jonathan Nguyen; Arup Mondal; John Vant; Petra Fromme; Wade D Van Horn; Emad Tajkhorshid; Daisuke Kihara; Ken Dill; Alberto Perez; Abhishek Singharoy
Journal:  Matter       Date:  2021-09-22

7.  Gaussian accelerated molecular dynamics (GaMD): principles and applications.

Authors:  Jinan Wang; Pablo R Arantes; Apurba Bhattarai; Rohaine V Hsu; Shristi Pawnikar; Yu-Ming M Huang; Giulia Palermo; Yinglong Miao
Journal:  Wiley Interdiscip Rev Comput Mol Sci       Date:  2021-03-01

8.  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

9.  Unsupervised Learning Methods for Molecular Simulation Data.

Authors:  Aldo Glielmo; Brooke E Husic; Alex Rodriguez; Cecilia Clementi; Frank Noé; Alessandro Laio
Journal:  Chem Rev       Date:  2021-05-04       Impact factor: 60.622

Review 10.  An integrated view of p53 dynamics, function, and reactivation.

Authors:  Özlem Demir; Emilia P Barros; Tavina L Offutt; Mia Rosenfeld; Rommie E Amaro
Journal:  Curr Opin Struct Biol       Date:  2021-01-02       Impact factor: 6.809

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