Predicting the side‐chain dihedral angle distributions of nonpolar,aromatic, and polar amino acids using hard sphere models |
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Authors: | Alice Qinhua Zhou Corey S. O'Hern Lynne Regan |
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Affiliation: | 1. Department of Molecular Biophysics & Biochemistry, Yale University, , New Haven, Connecticut, 06520‐8114;2. Integrated Graduate Program in Physical and Engineering Biology (IGPPEB), Yale University, , New Haven, Connecticut, 06520‐8114;3. Departments of Mechanical Engineering & Materials Science, Applied Physics, and Physics, and Graduate Program in Computational Biology and Bioinformatics, Yale University, , New Haven, Connecticut, 06520‐8286 |
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Abstract: | The side‐chain dihedral angle distributions of all amino acids have been measured from myriad high‐resolution protein crystal structures. However, we do not yet know the dominant interactions that determine these distributions. Here, we explore to what extent the defining features of the side‐chain dihedral angle distributions of different amino acids can be captured by a simple physical model. We find that a hard‐sphere model for a dipeptide mimetic that includes only steric interactions plus stereochemical constraints is able to recapitulate the key features of the back‐bone dependent observed amino acid side‐chain dihedral angle distributions of Ser, Cys, Thr, Val, Ile, Leu, Phe, Tyr, and Trp. We find that for certain amino acids, performing the calculations with the amino acid of interest in the central position of a short α‐helical segment improves the match between the predicted and observed distributions. We also identify the atomic interactions that give rise to the differences between the predicted distributions for the hard‐sphere model of the dipeptide and that of the α‐helical segment. Finally, we point out a case where the hard‐sphere plus stereochemical constraint model is insufficient to recapitulate the observed side‐chain dihedral angle distribution, namely the distribution P(χ3) for Met. Proteins 2014; 82:2574–2584. © 2014 Wiley Periodicals, Inc. |
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Keywords: | protein structure prediction side‐chain dihedral angle distribution dipeptide helical segment protein crystal structure |
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