For example, in the case of the reduced set obtained with machine learning, ARPC5 is a protein whose normal function is involved in EPH-Ephrin signaling and tight junction regulation and they are involved in cancer processes as adhesion, migrations, invasion or growth. This evidence concerns the gene ARPC5 and cancer.