Literature DB >> 26398715

Designing High-Affinity Peptides for Organic Molecules by Explicit Solvent Molecular Dynamics.

Ivan Gladich1, Alex Rodriguez1, Rolando P Hong Enriquez2, Filomena Guida1, Federico Berti3, Alessandro Laio1.   

Abstract

Short peptides offer a cheap alternative to antibodies for developing sensing units in devices for concentration measurement. We here describe a computational procedure that allows designing peptides capable of binding with high affinity a target organic molecule in aqueous or nonstandard solvent environments. The algorithm is based on a stochastic search in the space of the possible sequences of the peptide, and exploits finite temperature molecular dynamics simulations in explicit solvent to check if a proposed mutation improves the binding affinity or not. The procedure automatically produces peptides which form thermally stable complexes with the target. The estimated binding free energy reaches the 13 kcal/mol for Irinotecan anticancer drug, the target considered in this work. These peptides are by construction solvent specific; namely, they recognize the target only in the solvent in which they have been designed. This feature of the algorithm calls for applications in devices in which the peptide-based sensor is required to work in denaturants or under extreme conditions of pressure and temperature.

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Year:  2015        PMID: 26398715     DOI: 10.1021/acs.jpcb.5b06227

Source DB:  PubMed          Journal:  J Phys Chem B        ISSN: 1520-5207            Impact factor:   2.991


  5 in total

1.  Computational Evolution Protocol for Peptide Design.

Authors:  Rodrigo Ochoa; Miguel A Soler; Ivan Gladich; Anna Battisti; Nikola Minovski; Alex Rodriguez; Sara Fortuna; Pilar Cossio; Alessandro Laio
Journal:  Methods Mol Biol       Date:  2022

2.  Protocol for iterative optimization of modified peptides bound to protein targets.

Authors:  Rodrigo Ochoa; Pilar Cossio; Thomas Fox
Journal:  J Comput Aided Mol Des       Date:  2022-10-19       Impact factor: 4.179

3.  Multiple-Allele MHC Class II Epitope Engineering by a Molecular Dynamics-Based Evolution Protocol.

Authors:  Rodrigo Ochoa; Victoria Alves Santos Lunardelli; Daniela Santoro Rosa; Alessandro Laio; Pilar Cossio
Journal:  Front Immunol       Date:  2022-04-27       Impact factor: 8.786

4.  In silico design of peptides as potential ligands to resistin.

Authors:  L América Chi; M Cristina Vargas
Journal:  J Mol Model       Date:  2020-04-15       Impact factor: 1.810

5.  Mechanistic and quantitative insight into cell surface targeted molecular imaging agent design.

Authors:  Liang Zhang; Sumit Bhatnagar; Emily Deschenes; Greg M Thurber
Journal:  Sci Rep       Date:  2016-05-05       Impact factor: 4.379

  5 in total

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