Pathway analysis implicated genes related to oxidative reduction and lipid metabolism were over-expressed, and genes involved in cancer immunity and interferon signaling were under-expressed in the group with high serum IL-6 levels (Tables 3 and 2, respectively). This evidence concerns the gene IL6 and cancer.