Here, we summarized the genetic and environmental conditions that trigger inflammatory signaling cascades, such cyclooxygenase-2 (COX-2), NF-κB, and STAT3, and influence tumor-associated myeloid cells within the TME (Figure 2). The gene discussed is NFKB1; the disease is neoplasm.