This model is based upon the following work published by Pearce et al.
Based upon the data published, this model can be downloaded and used with StarDrop 4.2 and onwards.
Abstract
A process for objective identification and filtering of undesirable compounds that contribute to high-throughput screening (HTS) deck promiscuity is described.
Two methods of mapping hit promiscuity have been developed linking SMARTS-based structural queries with historical primary HTS data. The first compares an expected assay hit rate to actual hit rates. The second examines the propensity of an individual compound to hit multiple assays.
Statistical evaluation of the data indicates a correlation between the resultant functional group filters and compound promiscuity. These data corroborate a number of commonly applied filters as well as producing some unexpected results. Application of these models to HTS collection triage reduced the number of in-house compounds considered for screening by 12%. The implications of these findings are further discussed in the context of the HTS screening set and combinatorial library design as well as compound acquisition.
Installing and using the model
HTS promiscuity alert model
To use this model within StarDrop, download and save the file in a convenient place.
Load it into StarDrop using the button on the Models tab.
Alternatively, the directory in which the model file has been saved can be added to the paths from which models are automatically loaded when StarDrop starts by selecting the File->Preference menu option and adding the directory under Models in the File Locations tab.
Model file
HTS promiscuity alert model
How to use the model
To use this model within StarDrop, download and save the file in a convenient place.
Load it into StarDrop using the button on the Models tab.
Alternatively, the directory in which the model file has been saved can be added to the paths from which models are automatically loaded when StarDrop starts by selecting the File->Preference menu option and adding the directory under Models in the File Locations tab.