Monte Carlo Simulations of Coarse-grained Protein Models for Crambin
ORAL
Abstract
In order to study interactions of primary importance in protein folding, we apply Wang-Landau sampling [1] and a novel histogram-free multicanonical sampling algorithm [2] to the hydrophobic-polar (HP) [3] and H0P [4] lattice protein models, as well as their continuum versions inspired by the AB model [5]. These models offer significant computational advantage over all-atom models, due to simplified interactions and the reduction of the 20 amino acids to a limited number of types. In this work, we compare and contrast folding behavior between such models for Crambin - a 46 amino acid plant protein, and for a homopolymer of the same length. Our results highlight the strengths of the two simulational frameworks and the differences in folding between models.
[1] F. Wang and D. P. Landau, Phys. Rev. Lett. 86, 2050 (2001)
[2] Y. W. Li and M. Eisenbach, in Proceedings of PASC ’17, ACM, Article 10 (2017)
[3] K. F. Lau and K. A. Dill, Macromolecules 22, 3986 - 3997 (1989)
[4] G. Shi, A.C.K. Farris, T. Wüst, and D. P. Landau, J. Phys.: Conf. Ser. 686, 012001 (2016)
[5] F. H. Stillinger, T. Head-Gordon, and C. L. Hirshfeld, Phys. Rev. E 48, 1469 (1993)
[1] F. Wang and D. P. Landau, Phys. Rev. Lett. 86, 2050 (2001)
[2] Y. W. Li and M. Eisenbach, in Proceedings of PASC ’17, ACM, Article 10 (2017)
[3] K. F. Lau and K. A. Dill, Macromolecules 22, 3986 - 3997 (1989)
[4] G. Shi, A.C.K. Farris, T. Wüst, and D. P. Landau, J. Phys.: Conf. Ser. 686, 012001 (2016)
[5] F. H. Stillinger, T. Head-Gordon, and C. L. Hirshfeld, Phys. Rev. E 48, 1469 (1993)
–
Presenters
-
Alfred Farris
Center for Simulational Physics, University of Georgia
Authors
-
Alfred Farris
Center for Simulational Physics, University of Georgia
-
Ying Wai Li
National Center for Computational Sciences, Oak Ridge National Laboratory, Oak Ridge National Lab
-
Daniel Seaton
Office for the Vice Provost for Advances in Learning, Harvard University
-
David Landau
Center for Simulational Physics, University of Georgia