Arianna Di Gregorio
Fragmented Molecular Docking to Rationally Improve the Accuracy of Blind Ligand-Receptor Binding Prediction.
Rel. Marco Agostino Deriu. Politecnico di Torino, Corso di laurea magistrale in Ingegneria Biomedica, 2020
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Abstract
Molecular docking is a computational screening approach in drug design able to predict the conformation of a protein-ligand complex. Docking algorithms provide an efficient and cost-effective alternative to experimental high-throughput screenings. Molecular docking is generally applied starting from the knowledge of the protein binding region. However, a precise information about the correct binding site is often missing and it becomes necessary to explore the entire protein surface by docking algorithms. Several methods have been developed to overcome the problem of not recognizing the binding site. In the present thesis, a new methodology to identify the experimental binding mode of small molecule ligands into protein structures where the real binding sites are unknown will be presented.
The approach consists of to carry out ligand-protein docking separately in multiple fragmented boxes, shifting the location of the box step by step, in order to cover the entire surface of the protein
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