Here, we have implemented a combination of genetics, cell imaging tools, and artificial intelligence algorithms applied to the study of colorectal cancer cell monolayers to investigate the impact of APC-driven actin nucleation on a) the levels and dynamics of cell adhesion components, b) cell size, and c) the directionality of cell migration within a sheet. The gene discussed is APC; the disease is colorectal cancer.