We introduce an iterative algorithm to efficiently simulate protein folding and other conformational transitions, using state-of-the-art all-atom force fields. Starting from the Langevin equation, we obtain a self-consistent stochastic equation of motion, which directly yields the reaction pathways. From the solution of this set of equations we derive a stochastic estimate of the reaction coordinate. We validate this approach against the results of plain MD simulations of the folding of a small protein, which were performed on the Anton supercomputer. In order to explore the computational efficiency of this algorithm, we apply it to generate a folding pathway of a protein that consists of 130 amino acids and has a folding rate of the order of s-1.

Orioli, S., A. Beccara, S., Faccioli, P. (2017). Self-consistent calculation of protein folding pathways. THE JOURNAL OF CHEMICAL PHYSICS, 147(6) [10.1063/1.4997197].

Self-consistent calculation of protein folding pathways

Faccioli, P.
2017

Abstract

We introduce an iterative algorithm to efficiently simulate protein folding and other conformational transitions, using state-of-the-art all-atom force fields. Starting from the Langevin equation, we obtain a self-consistent stochastic equation of motion, which directly yields the reaction pathways. From the solution of this set of equations we derive a stochastic estimate of the reaction coordinate. We validate this approach against the results of plain MD simulations of the folding of a small protein, which were performed on the Anton supercomputer. In order to explore the computational efficiency of this algorithm, we apply it to generate a folding pathway of a protein that consists of 130 amino acids and has a folding rate of the order of s-1.
Articolo in rivista - Articolo scientifico
Physics and Astronomy (all); Physical and Theoretical Chemistry
English
2017
147
6
064108
none
Orioli, S., A. Beccara, S., Faccioli, P. (2017). Self-consistent calculation of protein folding pathways. THE JOURNAL OF CHEMICAL PHYSICS, 147(6) [10.1063/1.4997197].
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Utilizza questo identificativo per citare o creare un link a questo documento: https://hdl.handle.net/10281/405602
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