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Updated: Oct 2, 2025

A Protocol for Computer-Based Protein Structure and Function Prediction
Published on: November 3, 2011
PSnpBind: a database of mutated binding site protein-ligand complexes constructed using a multithreaded virtual
Ammar Ammar1, Rachel Cavill2, Chris Evelo3
1Department of Bioinformatics-BiGCaT, NUTRIM, Maastricht University, Maastricht, The Netherlands. a.ammar@maastrichtuniversity.nl.
Abstract:
A key concept in drug design is how natural variants, especially the ones occurring in the binding site of drug targets, affect the inter-individual drug response and efficacy by altering binding affinity. These effects have been studied on very limited and small datasets while, ideally, a large dataset of binding affinity changes due to binding site single-nucleotide polymorphisms (SNPs) is needed for evaluation. However, to the best of our knowledge, such a dataset does not exist. Thus, a reference dataset of ligands binding affinities to proteins with all their reported binding sites' variants was constructed using a molecular docking approach. Having a large database of protein-ligand complexes covering a wide range of binding pocket mutations and a large small molecules' landscape is of great importance for several types of studies. For example, developing machine learning algorithms to predict protein-ligand affinity or a SNP effect on it requires an extensive amount of data. In this work, we present PSnpBind: A large database of 0.6 million mutated binding site protein-ligand complexes constructed using a multithreaded virtual screening workflow. It provides a web interface to explore and visualize the protein-ligand complexes and a REST API to programmatically access the different aspects of the database contents. PSnpBind is open source and freely available at https://psnpbind.org .
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