By contrast, the over-expressed genes in the networks may trigger tumorigenesis of HNSCC by altering gene expression associated with inflammatory, proliferation, apoptosis and other processes (Figure 3, Table S4), such as IL6, IGFBP3, ELF3, and PTGES in the both subgroups of tumor cells. Here, IL6 is linked to head and neck squamous cell carcinoma.