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X F de la Cruz

Publications and source records attributed to X F de la Cruz.

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A new procedure for constructing peptides into a given Calpha chain.

BACKGROUND: In ab initio protein folding studies, it is often advantageous to build the Calpha chain first and then to construct the full structure by filling in the peptide groups and the sidechains. Many algorithms have been reported for constructing peptide groups on the Calpha chain, but most are unsuitable for use in such studies; some are too slow for screening a large number of trial Calpha chains and others use only the local geometry and ignore the effects of specific non-neighbor interactions, which can be crucial for proper folding. We needed a fast procedure for constructing the peptide groups that does not ignore the effects of long-range, specific interactions. RESULTS: We first found rich correlations between the peptide orientation angle and both the local Calpha-chain geometry and the type of the flanking amino acid residues. These correlations can be used to greatly limit the range of possible peptide orientation angles. We devised a simple peptide construction procedure in which all orientations within this reduced range are systematically examined and the orientation is selected that minimizes a suitable energy function that includes long-range, specific interactions. When tested on known structures, the method is found to be among the fastest of known methods and attains an accuracy comparable with or better than most methods. CONCLUSIONS: The new method is fast and takes into account both the local and non-local specific interactions. It therefore appears to be suitable for use in ab initio protein folding studies, wherein a large number of Calpha chains are screened.

Algorithms↗

Discrete representations of the protein C alpha chain.

BACKGROUND: When a large number of protein conformations are generated and screened, as in protein structure prediction studies, it is often advantageous to change the conformation in units of four consecutive residues at a time. The internal geometry of a chain of four consecutive C alpha atoms is completely described by means of the three angles theta 1, tau, and theta 2, where tau is the virtual torsion angle defined by the four atoms and theta 1 and theta 2 are the virtual bond angles flanking the torsion angle on either side. In this paper, we examine the quality of the protein structures that can be obtained when they are represented by means of a set of discrete values for these angles (discrete states). RESULTS: Different models were produced by selecting various different discrete states. The performance of these models was tested by rebuilding the C alpha chains of 139 high-resolution nonhomologous protein structures using the build-up procedure of Park and Levitt. We find that the discrete state models introduce distortions at three levels, which can be measured by means of the 'context-free', 'in-context', and the overall root-mean-square deviation of the C alpha coordinates (crms), respectively, and we find that these different levels of distortions are interrelated. As found by Park and Levitt, the overall crms decreases smoothly for most models with the complexity of the model. However, the decrease is significantly faster with our models than observed by Park and Levitt with their models. We also find that it is possible to choose models that perform considerably worse than expected from this smooth dependence on complexity. CONCLUSIONS: Of our models, the most suitable for use in initial protein folding studies appears to be model S8, in which the effective number of states available for a given residue quartet is 6.5. This model builds helices, beta-strands, and coil/loop structures with approximately equal quality and gives the overall crms value of 1.9 A on average with relatively little variation among the different proteins tried.

Models, Chemical↗