Fitting protein-folding free energy landscape for a certain conformation to an NK fitness landscape |
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Authors: | Aita Takuyo Husimi Yuzuru |
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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 |
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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 kapp≈K, 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. |
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Keywords: | Fitness landscape Sequence space Canonical ensemble NK model In vitro evolution In silico evolution Thermostability |
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