RT Journal Article
SR Electronic
T1 Physical model of the genotype-to-phenotype map of proteins
JF bioRxiv
FD Cold Spring Harbor Laboratory
SP 069039
DO 10.1101/069039
A1 Tlusty, Tsvi
A1 Libchaber, Albert
A1 Eckmann, Jean-Pierre
YR 2017
UL http://biorxiv.org/content/early/2017/04/06/069039.abstract
AB How DNA is mapped to functional proteins is a basic question of living matter. We introduce and study a physical model of protein evolution which suggests a mechanical basis for this map. Many proteins rely on large-scale motion to function. We therefore treat protein as learning amorphous matter that evolves towards such a mechanical function: Genes are binary sequences that encode the connectivity of the amino acid network that makes a protein. The gene is evolved until the network forms a shear band across the protein, which allows for long-range, soft modes required for protein function. The evolution reduces the high-dimensional sequence space to a low-dimensional space of mechanical modes, in accord with the observed dimensional reduction between genotype and phenotype of proteins. Spectral analysis of the space of 106 solutions shows a strong correspondence between localization around the shear band of both mechanical modes and the sequence structure. Specifically, our model shows how mutations are correlated among amino acids whose interactions determine the functional mode.PACS numbers: 87.14.E-, 87.15.-v, 87.10.-e