English

Selection originating from protein stability/foldability: Relationships between protein folding free energy, sequence ensemble, and fitness

Populations and Evolution 2024-08-20 v5 Biomolecules

Abstract

Assuming that mutation and fixation processes are reversible Markov processes, we prove that the equilibrium ensemble of sequences obeys a Boltzmann distribution with exp(4Nem(11/(2N)))\exp(4N_e m(1 - 1/(2N))), where mm is Malthusian fitness and NeN_e and NN are effective and actual population sizes. On the other hand, the probability distribution of sequences with maximum entropy that satisfies a given amino acid composition at each site and a given pairwise amino acid frequency at each site pair is a Boltzmann distribution with exp(ψN)\exp(-\psi_N), where ψN\psi_N is represented as the sum of one body and pairwise potentials. A protein folding theory indicates that homologous sequences obey a canonical ensemble characterized by exp(ΔGND/kBTs)\exp(-\Delta G_{ND}/k_B T_s) or by exp(GN/kBTs)\exp(- G_{N}/k_B T_s) if an amino acid composition is kept constant, where ΔGNDGNGD\Delta G_{ND} \equiv G_N - G_D, GNG_N and GDG_D are the native and denatured free energies, and TsT_s is selective temperature. Thus, 4Nem(11/(2N))4N_e m (1 - 1/(2N)), ΔψND-\Delta \psi_{ND}, and ΔGND/kBTs-\Delta G_{ND}/k_B T_s must be equivalent to each other. Based on the analysis of the changes (ΔψN\Delta \psi_N) of ψN\psi_N due to single nucleotide nonsynonymous substitutions, TsT_s, and then glass transition temperature TgT_g, and ΔGND\Delta G_{ND} are estimated with reasonable values for 14 protein domains. In addition, approximating the probability density function (PDF) of ΔψN\Delta \psi_N by a log-normal distribution, PDFs of ΔψN\Delta \psi_N and Ka/KsK_a/K_s, which is the ratio of nonsynonymous to synonymous substitution rate per site, in all and in fixed mutants are estimated. It is confirmed that TsT_s negatively correlates with the mean of Ka/KsK_a/K_s. Stabilizing mutations are significantly fixed by positive selection, and balance with destabilizing mutations fixed by random drift. Supporting the nearly neutral theory, neutral selection is not significant.

Keywords

Cite

@article{arxiv.1612.09379,
  title  = {Selection originating from protein stability/foldability: Relationships between protein folding free energy, sequence ensemble, and fitness},
  author = {Sanzo Miyazawa},
  journal= {arXiv preprint arXiv:1612.09379},
  year   = {2024}
}

Comments

A correction has been made to Table S4 and Figs. 6 and S21. Tables 3, S3, and S6, along with the figures, have been revised to employ the thermochemical calorie (1 cal = 4.184 J), correcting a previous error where the steam table calorie (1 cal = 4.1868 J) was inadvertently used in the original publication (DOI: 10.1016/j.jtbi.2017.08.018). Updated values in these tables are indicated in blue. arXiv admin note: substantial text overlap with arXiv:1612.09378