@inproceedings{e4c346adcfaf4a4788dc668be7717c8b,
title = "Solitons and protein folding: An in Silico experiment",
abstract = "Protein folding [1] is the process of formation of a functional 3D structure from a random coil-the shape in which amino-acid chains leave the ribosome. Anfinsen's dogma states that the native 3D shape of a protein is completely determined by protein's amino acid sequence. Despite the progress in understanding the process rate and the success in folding prediction for some small proteins, with presently available physics-based methods it is not yet possible to reliably deduce the shape of a biologically active protein from its amino acid sequence. The protein-folding problem endures as one of the most important unresolved problems in science; it addresses the origin of life itself. Furthermore, a wrong fold is a common cause for a protein to lose its function or even endanger the living organism. Soliton solutions of a generalized discrete non-linear Schr{\"o}dinger equation (GDNLSE) obtained from the energy function in terms of bond and torsion angles κ and τ provide a constructive theoretical framework for describing protein folds and folding patterns [2]. Here we study the dynamics of this process by means of molecular-dynamics simulations. The soliton manifestation is the pattern helix-loop-helix in the secondary structure of the protein, which explains the importance of understanding loop formation in helical proteins. We performed in silico experiments for unfolding one subunit of the core structure of gp41 from the HIV envelope glycoprotein (PDB ID: 1AIK [3]) by molecular-dynamics simulations with the MD package GROMACS. We analyzed 80 ns trajectories, obtained with one united-atom and two different all-atom force fields, to justify the side-chain orientation quantification scheme adopted in the studies and to eliminate force-field based artifacts. Our results are compatible with the soliton model of protein folding and provide first insight into soliton-formation dynamics.",
author = "N. Ilieva and J. Dai and A. Sieradzan and A. Niemi",
note = "Publisher Copyright: {\textcopyright} 2015 AIP Publishing LLC.; 7th International Conference for Promoting the Application of Mathematics in Technical and Natural Sciences, AMiTaNS 2015 ; Conference date: 28-06-2015 Through 03-07-2015",
year = "2015",
month = oct,
day = "28",
doi = "10.1063/1.4934290",
language = "English",
series = "AIP Conference Proceedings",
publisher = "American Institute of Physics Inc.",
editor = "Todorov, {Michail D.}",
booktitle = "Application of Mathematics in Technical and Natural Sciences",
address = "United States",
}