1. Anchor profiles of HLA-specific peptides: Analysis by a novel affinity scoring method and experimental validation
- Author
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Jurgen Pletinckx, Tessa Braeckman, Johan Desmet, Nathalie Boutonnet, Ignace Lasters, Geert Meersseman, Maja Debulpaep, Krista De Clercq, and Physiology
- Subjects
Models, Molecular ,chemistry.chemical_classification ,Steric effects ,Quantitative structure–activity relationship ,Stereochemistry ,Molecular Sequence Data ,Intermolecular force ,Epitopes, T-Lymphocyte ,Quantitative Structure-Activity Relationship ,Peptide ,Peptides/chemistry ,Biochemistry ,Epitope ,chemistry ,HLA Antigens ,Structural Biology ,Docking (molecular) ,Epitopes, T-Lymphocyte/chemistry ,Amino Acid Sequence ,HLA Antigens/chemistry ,Peptides ,Molecular Biology ,Peptide sequence ,Binding selectivity ,Protein Binding - Abstract
The study of intermolecular interactions is a fundamental research subject in biology. Here we report on the development of a quantitative structure-based affinity scoring method for peptide-protein complexes, named PepScope. The method operates on the basis of a highly specific force field function (CHARMM) that is applied to all-atom structural representations of peptide-receptor complexes. Peptide side-chain contributions to total affinity are scored after detailed rotameric sampling followed by controlled energy refinement. A de novo approach to estimate dehydration energies was developed, based on the simulation of individual amino acids in a solvent box filled with explicit water molecules. Transferability of the method was demonstrated by its application to the hydrophobic HLA-A2 and -A24 receptors, the polar HLA-A1, and the sterically ruled HLA-B7 receptor. A combined theoretical and experimental study on 39 anchor substitutions in FxSKQYMTx/HLA-A2 and -A24 complexes indicated a prediction accuracy of about two thirds of a log-unit in Kd. Analysis of free energy contributions identified a great role of desolvation and conformational strain effects in establishing a given specificity profile. Interestingly, the method rightly predicted that most anchor profiles are less specific than so far assumed. This suggests that many potential T-cell epitopes could be missed with current prediction methods. The results presented in this work may therefore significantly affect T-cell epitope discovery programs applied in the field of peptide vaccine development.
- Published
- 2004
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