In a DEN induced tumor model, deletion, or inhibition of TNFα resulted in reduced tumor incidence accompanied by suppressed activation and proliferation of hepatic progenitors via the TNFR2-STAT3 pathway (111). This evidence concerns the gene STAT3 and neoplasm.