Illumination Correction Before You Trust a Profile

Flat-field and shading artifacts masquerade as biology. Before segmentation or profiling, estimate and remove the illumination field per channel.

Skipping this step is the most common reason a Percent Replicating check fails for reasons that have nothing to do with the perturbation.