Understanding and reducing variability in cell-based assays.

Cell-based assays are a cornerstone of research and drug development. However, the beneficial effects of promising drugs can easily be missed amidst the noise of experimental data. This means good drug candidates are often overlooked. Just as concerning, data that would otherwise flag problematic candidates can be missed allowing drug candidates to progress to later stages before eventually failing.