@article{10336/23651, author = {González R.}, author = {Suárez C.F.}, author = {Bohórquez H.J.}, author = {Patarroyo M.A.}, author = {Patarroyo M.E.}, year = {2017}, url = {https://repository.urosario.edu.co/handle/10336/23651}, abstract = {Peptide presentation by the major histocompatibility complex (MHC) is a key process for triggering a specific immune response. Studying peptide-MHC (pMHC) binding from a structural-based approach has potential for reducing the costs of investigation into vaccine development. This study involved using two semi-empirical quantum chemistry methods (PM7 and FMO-DFTB) for computing the binding energies of peptides bonded to HLA-DR1 and HLA-DR2. We found that key stabilising water molecules involved in the peptide binding mechanism were required for finding high correlation with IC50 experimental values. Our proposal is computationally non-intensive, and is a reliable alternative for studying pMHC binding interactions. © 2016 Elsevier B.V.}, booktitle = {Chemical Physics Letters, ISSN:92614, Vol.668,(2017); pp. 29-34}, title = {Semi-empirical quantum evaluation of peptide – MHC class II binding}, publisher = {Elsevier B.V.}, keywords = {Bins}, keywords = {Molecules}, keywords = {Peptides}, keywords = {Quantum chemistry}, keywords = {Binding interaction}, keywords = {Experimental values}, keywords = {FMO-DFTB}, keywords = {HLA-DR}, keywords = {Major histocompatibility complex}, keywords = {Quantum chemistry methods}, keywords = {Receptor-ligand interactions}, keywords = {Vaccine development}, keywords = {Binding energy}, keywords = {FMO-DFTB}, keywords = {HLA-DR}, keywords = {PM7}, keywords = {Receptor-ligand interactions}, doi = {https://doi.org/10.1016/j.cplett.2016.12.015}, }