For that, we studied the interaction of tumor associated macrophages (TAM) and STAT3 and NFkB pathways with of several cancer hallmarks in 691 patients with CC, and more importantly, their impact on clinical outcome of these patients. This evidence concerns the gene STAT3 and neoplasm.