Cell-Based In Vitro Assay Automation: Balancing Technology and Data Reproducibility/Predictability.

G-protein-coupled receptors (GPCRs) are modulated by many marketed drugs, and as such, they continue to be key targets for drug discovery and development. Many GPCR targets at Merck Research Laboratories (MRL) are profiled using homogenous time-resolved fluorescence (HTRF) inositol monophosphate (IP-1) cell-based functional assays using adherent cells in 384-well microplates. Due to discrepancies observed across several in vitro assays supporting lead optimization structure-activity relationship (SAR) efforts, different assay paradigms were evaluated for removing growth medium from the assay plates prior to compound addition and determination of IP-1 accumulation. Remarkably, employing the noncontact centrifugation BlueWasher method leads to left-shifted potencies across multiple structural classes and rescues "false negatives" relative to the traditional manual evacuation method. Further, assay performance is improved, with the minimum significant ratio of challenging chemotypes dropping from ~5-6 to <3. While the impact of BlueWasher on a broad range of our GPCR targets remains to be determined, for highly protein-bound small molecules, it provides a path toward improving assay reproducibility across scientists and sites as well as reducing replicates in SAR assay support.