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Quantitative Structure Activity Relationship of IA3-like peptides as aspartic proteinase inhibitors

Padron-Garcia, J. A., Alonso-Tarajano, M., Alonso-Tecerra, E., Winterburn, T. J., Ruiz, Y., Kay, John and Berry, Colin 2009. Quantitative Structure Activity Relationship of IA3-like peptides as aspartic proteinase inhibitors. Proteins: Structure, Function and Bioinformatics 75 (4) , pp. 859-869. 10.1002/prot.22295

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Abstract

The IA3 polypeptide inhibitor from Saccharomyces cerevisiae interacts potently and selectively with its target, the S. cerevisiae vacuolar aspartic proteinase (ScPr). Upon encountering the enzyme, residues 2–32 of the intrinsically unstructured IA3 polypeptide become ordered into an almost-perfect alpha-helix. In previous IA3 mutagenesis studies, we identified important characteristics of the enzyme inhibitor interactions and generated a large dataset of variants with Ki values determined experimentally at pH 3.1 and 4.7. Using this information, the three-dimensional structure of each variant was modelled in silico with the correct protonation for each experimental pH value. A set of descriptors of the inhibitor/ScPr interactions was then calculated and used to establish mathematical models relating the variant sequences to their inhibitory activities at each pH. Cross-validation, external-set validation and five separate selections of the training and test samples confirmed the robustness of the equations. A major contributor to the structure-activity relationship was the free energy of binding calculated by the FoldX program. The mathematical models were challenged further (i) by in silico alanine-scanning mutagenesis of residues 2–32 in IA3 and relating binding energy to experimentally derived inhibition constants for selected representatives of these variants; and (ii) by predicting inhibitory-potencies for two novel IA3-variants. The predictions of the equations for these new IA3-variants with ScPr matched almost precisely the kinetic data determined experimentally. The models described represent valuable tools for the future design of novel inhibitor variants active against ScPr and other aspartic proteinases. Proteins 2009.

Item Type: Article
Date Type: Publication
Status: Published
Schools: Biosciences
Uncontrolled Keywords: peptide QSAR; FoldX; binding energy calculations; molecular modeling; aspartic proteinases; protein–protein QSAR
Publisher: Wiley-Blackwell
ISSN: 0887-3585
Last Modified: 04 Jun 2017 02:06
URI: http://orca.cf.ac.uk/id/eprint/9170

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