[In silico specificity determination of neoantigen-reactive T-lymphocytes]. / In silico opredelenie spetsifichnosti neoantigen-reaktivnykh T-limfotsitov.

Effective personalized immunotherapies of the future will need to capture not only the peculiarities of the patient's tumor but also of his immune response to it. In this study, using results of in vitro high-throughput specificity assays, and combining comparative models of pMHCs and TCRs using molecular docking, we have constructed all-atom models for the putative complexes of all their possible pairwise TCR-pMHC combinations. For the models obtained we have calculated a dataset of physics-based scores and have trained binary classifiers that perform better compared to their solely sequence-based counterparts. These structure-based classifiers pinpoint the most prominent energetic terms and structural features characterizing the type of protein-protein interactions that underlies the immune recognition of tumors by T cells.

Computer Modeling of N-Acetylglutamate Synthase: From Primary Structure to Elemental Stages of Catalysis.

Three-dimensional full-atom model of the enzyme complex with acetyl-CoA and substrate was constructed on the basis of the primary sequence of amino acid residues of N-acetyl glutamate synthase. Bioinformatics approaches of computer modeling were applied, including multiple sequence alignment, prediction of co-evolutionary contacts, and ab initio folding. On the basis of the results of calculations by classical molecular dynamics and combined quantum and molecular mechanics (QM/MM) methods, the structure of the active site and the reaction mechanism of N-acetylglutamate formation are described. Agreement of the structures of the enzyme-product complexes obtained in computer modeling and in the X-ray studies validates the reliability of modeling predictions.