bindingdb-database

Query binding affinity data for a specific protein target by providing its UniProt ID to the BindingDB REST API. The skill uses the getLigandsByUniprotID endpoint to fetch associated ligands and their measured Ki, Kd, IC50, or EC50 values for target-based drug discovery.

The best way to query BindingDB for compound binding affinities is by using the compound name or PubChem CID via the getAffinitiesByCompoundName or getAffinitiesByCID REST API endpoints. This retrieves binding data across multiple protein targets for SAR analysis and lead profiling.

Yes, you can download full datasets or filtered subsets of BindingDB binding affinity data for machine learning training. The skill guides data downloads to assemble benchmarking datasets and training data for predictive modeling in polypharmacology and SAR analysis.

BindingDB supports compound-based queries by compound name or SMILES strings to obtain binding data across targets. This enables structure-activity relationship (SAR) analysis and selectivity profiling by retrieving Ki, Kd, IC50, and EC50 measurements through the REST API.

Using the BindingDB REST API, you can retrieve four main binding affinity measurements: Ki, Kd, IC50, and EC50. These values are fetched for specific UniProt targets and chemical entities to support lead profiling and polypharmacology studies.

You need UniProt IDs for drug discovery data retrieval when performing target-based workflows to fetch ligands and their binding affinities. The BindingDB getLigandsByUniprotID endpoint requires a valid UniProt ID to identify potent inhibitors and profile target selectivity.