Caballero D, Virrueta A, O'Hern C S, Regan L
Department of Physics, Yale University, New Haven, CT 06520, USA.
Integrated Graduate Program in Physical and Engineering Biology, Yale University, New Haven, CT 06520, USA.
Protein Eng Des Sel. 2016 Sep;29(9):367-376. doi: 10.1093/protein/gzw027. Epub 2016 Jul 14.
We investigate the role of steric interactions in defining side-chain conformations in protein cores. Previously, we explored the strengths and limitations of hard-sphere dipeptide models in defining sterically allowed side-chain conformations and recapitulating key features of the side-chain dihedral angle distributions observed in high-resolution protein structures. Here, we show that modeling residues in the context of a particular protein environment, with both intra- and inter-residue steric interactions, is sufficient to specify which of the allowed side-chain conformations is adopted. This model predicts 97% of the side-chain conformations of Leu, Ile, Val, Phe, Tyr, Trp and Thr core residues to within 20°. Although the hard-sphere dipeptide model predicts the observed side-chain dihedral angle distributions for both Thr and Ser, the model including the protein environment predicts side-chain conformations to within 20° for only 60% of core Ser residues. Thus, this approach can identify the amino acids for which hard-sphere interactions alone are sufficient and those for which additional interactions are necessary to accurately predict side-chain conformations in protein cores. We also show that our approach can predict alternate side-chain conformations of core residues, which are supported by the observed electron density.
我们研究了空间相互作用在确定蛋白质核心中侧链构象方面的作用。此前,我们探讨了硬球二肽模型在定义空间允许的侧链构象以及概括在高分辨率蛋白质结构中观察到的侧链二面角分布的关键特征方面的优势和局限性。在此,我们表明,在特定蛋白质环境中对残基进行建模,同时考虑残基内和残基间的空间相互作用,足以确定采用哪种允许的侧链构象。该模型预测亮氨酸、异亮氨酸、缬氨酸、苯丙氨酸、酪氨酸、色氨酸和苏氨酸核心残基的侧链构象,其误差在20°以内的比例达97%。尽管硬球二肽模型预测了苏氨酸和丝氨酸的侧链二面角分布,但包含蛋白质环境的模型仅能预测60%的核心丝氨酸残基的侧链构象,其误差在20°以内。因此,这种方法可以识别出仅靠硬球相互作用就足够的氨基酸,以及那些需要额外相互作用才能准确预测蛋白质核心中侧链构象的氨基酸。我们还表明,我们的方法可以预测核心残基的交替侧链构象,这得到了观察到的电子密度的支持。