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Fitting protein-folding free energy landscape for a certain conformation to an NK fitness landscape
Authors:Aita Takuyo  Husimi Yuzuru
Institution:a Rational Evolutionary Design of Advanced Biomolecules (REDS) Group/JST, Saitama Small Enterprise Promotion Corporation SKIP city, Kawaguchi 333-0844, Japan
b Graduate School of Science and Engineering, Saitama University, Japan
c Department of Functional Materials Science, Saitama University, Saitama 338-8570, Japan
Abstract:The NK fitness landscape is a mathematical landscape model with a parameter k that governs the degree of ruggedness of the landscape. We presented a procedure to fit a given landscape to the NK fitness landscape by introducing the “apparent k-value” kapp. In this paper, we defined the protein free energy (ΔG) landscape in amino acid sequence space, where ΔG is the folding free energy from a random coil to a “certain conformation”. Applying this landscape to our fitting procedure, we examined the statistical properties of the landscape. For calculation of a conformation energy, amino acid residues are represented by points, and interaction energies among amino acid residues are given as (1+K)-body interactions, that is, an unit of interacting (1+K) residues cooperatively contribute a single energy value to the conformational energy. Our results suggest that the apparent k-value of the free energy landscape is kappK, and that the number of possible interactions among residues is unrelated to the kapp value. This leads to the inference that kapp takes values about 1-3 in real landscapes, if nature adopts two-body ∼four-body interaction energies.
Keywords:Fitness landscape  Sequence space  Canonical ensemble  NK model  In vitro evolution  In silico evolution  Thermostability
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