Abstract
A majority of cellular proteins function as part of multimeric complexes of two or more subunits. Multimer formation requires interactions between protein surfaces that lead to closed structures, such as dimers and tetramers. If proteins interact in an open-ended way, uncontrolled growth of fibrils can occur, which is likely to be detrimental in most cases. We present a statistical physics model that allows aggregation of proteins as either closed dimers or open fibrils of all lengths. We use pairwise amino-acid contact energies to calculate the energies of interacting protein surfaces. The probabilities of all possible aggregate configurations can be calculated for any given sequence of surface amino acids. We link the statistical physics model to a population genetics model that describes the evolution of the surface residues. When proteins evolve neutrally, without selection for or against multimer formation, we find that a majority of proteins remain as monomers at moderate concentrations, but strong dimer-forming or fibril-forming sequences are also possible. If selection is applied in favor of dimers or in favor of fibrils, then it is easy to select either dimer-forming or fibril-forming sequences. It is also possible to select for oriented fibrils with protein subunits all aligned in the same direction. We measure the propensities of amino acids to occur at interfaces relative to noninteracting surfaces and show that the propensities in our model are strongly correlated with those that have been measured in real protein structures. We also show that there are significant differences between amino acid frequencies at isologous and heterologous interfaces in our model, and we observe that similar effects occur in real protein structures.
Highlights
Many features of cellular biology are governed by the actions and interactions of proteins, and an understanding of their evolution is crucial to understand the evolution of life itself
If proteins interact in an open-ended way, uncontrolled growth of fibrils can occur, which is likely to be detrimental in most cases
We present a statistical physics model that allows aggregation of proteins as either closed dimers or open fibrils of all lengths
Summary
Many features of cellular biology are governed by the actions and interactions of proteins, and an understanding of their evolution is crucial to understand the evolution of life itself. Two identical proteins can aggregate in a closed way, with isologous (i.e., head-to-head) interfaces, or in an open way, with heterologous (i.e., head-to-tail) interfaces. If open, they have the possibility of forming infinite fibrils. Our model provides a simple way of linking evolutionary observations to the underlying statistical physics of protein aggregation. Within this framework, we consider probabilities of formation of dimers and fibrils, both under neutral evolution and under the action of several different kinds of selection. These predictions are compared with observations of amino acid frequencies at interfaces in databases of real proteins
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