Our goal in this review is to discuss the mechanisms by which NADPH oxidase regulates signal transduction pathways in view of tyrosine kinase receptors, a pivotal regulator of hallmarks of cancer, and the role of NADPH oxidase in the mechanisms of action of cancer drugs. This evidence concerns the gene FMO5 and cancer.