Some genes like CYP2C9, FDX1, MUT, VAMP4, IL33, EMP2, DENND4A have drastic changes in its entropy during the transition from atypical nevi to melanoma in situ, as observed in Figure S10 and S11 (see Supplementary Materials). The gene discussed is EMP2; the disease is melanoma.