Based on the IPA of differentially expressed genes, we discovered activity changes of several pathways significantly associated with tumor behavior were activated over the course of surgery (FDR <5%), including IL-6, IL-8, HMGB1, HIF1α, IL-1, TGFβ, and TNFα signaling (Fig. 1B). This evidence concerns the gene IL1B and neoplasm.