Spin glasses and the statistical mechanics of protein folding

Spin glasses and the statistical mechanics of protein folding

Vol. 84, pp. 7524–7528, November 1987 | JOSEPH D. BRYNGELSON AND PETER G. WOLYNES
The paper by Bryngelson and Wolynes explores the application of spin glass theory to the study of protein folding. They propose a simplified model of protein folding, representing the protein's conformation by a set of discrete states for each amino acid residue. The model includes primary, secondary, and tertiary structure interactions, with the principle of minimal frustration ensuring that the final folded structure is compact and harmonious. The authors use a random-energy approximation to calculate the equilibrium properties of the model, considering the energy distribution of different protein conformations. They find that the system has four phases: unfolded, correctly folded, folded frozen (where the native structure is favored), and misfolded frozen (where the native structure is not favored). The folded frozen phase is characterized by slow dynamics and a multitude of misfolded states, which may explain irreversible denaturation in some proteins. The paper also discusses the implications of these findings for protein folding prediction schemes and the connection between nucleation and diffusion-collision models of folding. The spin glass perspective suggests that the distribution of lifetimes in nonnative states can be broad, leading to a more gradual freezing process compared to nucleation models. The authors conclude by highlighting the potential of the spin glass model to provide insights into the complex dynamics of protein folding.The paper by Bryngelson and Wolynes explores the application of spin glass theory to the study of protein folding. They propose a simplified model of protein folding, representing the protein's conformation by a set of discrete states for each amino acid residue. The model includes primary, secondary, and tertiary structure interactions, with the principle of minimal frustration ensuring that the final folded structure is compact and harmonious. The authors use a random-energy approximation to calculate the equilibrium properties of the model, considering the energy distribution of different protein conformations. They find that the system has four phases: unfolded, correctly folded, folded frozen (where the native structure is favored), and misfolded frozen (where the native structure is not favored). The folded frozen phase is characterized by slow dynamics and a multitude of misfolded states, which may explain irreversible denaturation in some proteins. The paper also discusses the implications of these findings for protein folding prediction schemes and the connection between nucleation and diffusion-collision models of folding. The spin glass perspective suggests that the distribution of lifetimes in nonnative states can be broad, leading to a more gradual freezing process compared to nucleation models. The authors conclude by highlighting the potential of the spin glass model to provide insights into the complex dynamics of protein folding.
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