By univariate and multivariable analysis, a lower DR5 WI was significantly associated with smokers compared to non-smokers when both groups of tumor samples were combined (i.e., Tu−Met and Tu+Met) (P<0.05). This evidence concerns the gene TNFRSF10B and neoplasm.