CYPlebrity: Machine learning models for the prediction of inhibitors of cytochrome P450 enzymes
CYPlebrity: Machine learning models for the prediction of inhibitors of cytochrome P450 enzymes DOI, https://nerdd.univie.ac.at/cyplebrity/, structures can be submitted in SMILES format or drawn using the sketcher. The calculation takes a few second per compound and the results are displayed as shown below.
Added to the section on CYP Interactions.
Time Dependent Inhibition
I've just updated the Drug Discovery Resources page on CYP Interactions, included a section on Time Dependent Inhibition (TDI).
CYP Interactions
Prediction of Cytochromes P450 Inhibition, Bioinformatics, 2013, 29, 2051-2052 WhichCyp, a tool for prediction of which cytochromes P450 isoforms (among 1A2, 2C9, 2C19, 2D6 and 3A4) a given molecule is likely to inhibit. The models are built from experimental high-throughput data using support vector machines and molecular signatures.
Drug Discovery Resources Updates
I’ve added two new pages to the ADME section, there are now separate pages for CYP2D6 inhibitors and CY3A4 inhibitors.
22 July 2014 Updated to include CYP2C9 and CYP2C19 inhibitors.
