First, we analyzed the expression of our chosen genes (VEGF-B, VEGF-A, FLT-1, KDR, ERBB2, EGFR, GRB2, RAC1, CDH1 and HYAL-1) in carcinomas of all dogs regardless of their breed. Here, CDH1 is linked to carcinoma.