Consistent with previous observations in melanomas [28] and lung cancers [19], the PDX 01541 with the tumor vessel phenotype that exhibited higher CD31+ vessel counts and leaky vasculature on MRI was sensitive to EPC2407 treatment while HPV+ 18243 tumors with the stromal vessel phenotype was resistant to therapy. This evidence concerns the gene PECAM1 and lung cancer.