Through the reduction of multifactorial dimensionality, it can be verified that there is a close and strong genotype interaction between ACE and NOS3 that in turn relates to hypertension as well as to hypercholesterolemia, smoking, and red meat intake (Figure 1). The gene discussed is ACE; the disease is Hypercholesterolemia.