Folding Properties in Off-Lattice Protein Models
نویسندگان
چکیده
The thermodynamic behavior of an oo-lattice model for protein folding is probed in two and three dimensions. The model has only two types of residues, hydrophobic and hydrophilic. Our ability to map out the thermodynamics of the oo-lattice models relies heavily upon the eeciency of the simulated tempering algorithm. In this approach, the temperature is a uctuating variable, enabling the crossing of free energy barriers. In absence of local interactions, native structure formation does not occur in 3D. By including sequence independent local interactions, which qualitatively reproduce local properties of real proteins, the dominance of a native state for many sequences is observed. As in lattice model approaches, folding takes place by gradual compactiication, followed by a sequence dependent folding transition. In contrast to earlier studies using lattice models, our results convincingly demonstrate that one does not need more than two types of residues to generate sequences with good thermodynamic folding properties in 3D. A statistical analysis of hydrophobicity patterns is performed. Deviations from randomness are found for real proteins. The same type of deviations from randomness are found for good-folding sequences in 2D. An interpretation of the deviations is given in terms of an Ising model.
منابع مشابه
Deciphering the timescales and mechanisms of protein folding using minimal off-lattice models.
Considerable insights into the mechanisms and timescales of protein folding have been obtained from detailed studies of minimal off-lattice models. These models are coarse-grained representations of polypeptide chains. Many novel predictions of the mechanisms and timescales of the folding of proteins have been made using simulations of off-lattice models. The concepts derived from these simulat...
متن کاملLocal interactions and protein folding: A three-dimensional off-lattice approach
The thermodynamic behavior of a three-dimensional off-lattice model for protein folding is probed. The model has only two types of residues, hydrophobic and hydrophilic. In absence of local interactions, native structure formation does not occur for the temperatures considered. By including sequence independent local interactions, which qualitatively reproduce local properties of functional pro...
متن کاملLattice and Off-Lattice Side Chain Models of Protein Folding: Linear Time Structure Prediction Better than 86% of Optimal
This paper considers the protein energy minimization problem for lattice and off-lattice protein folding models that explicitly represent side chains. Lattice models of proteins have proven useful tools for reasoning about protein folding in unrestricted continuous space through analogy. This paper provides the first illustration of how rigorous algorithmic analyses of lattice models can lead t...
متن کاملLocal Interactions and Protein Folding: A 3D Off-Lattice Approach
The thermodynamic behavior of a three-dimensional off-lattice model for protein folding is probed. The model has only two types of residues, hydrophobic and hydrophilic. In absence of local interactions, native structure formation does not occur for the temperatures considered. By including sequence independent local interactions, which qualitatively reproduce local properties of functional pro...
متن کاملFolding in two-dimensional off-lattice models of proteins
Off-lattice proteinlike models are constructed in two dimensions so that their native states are close to an on-lattice target. The Hamiltonian involves the Lennard-Jones and harmonic interactions. The native states of these sequences are determined with a high degree of certainty through Monte Carlo processes. The sequences are characterized thermodynamically and kinetically. It is shown that ...
متن کامل