Emerging evidence implicates viral and bacterial interactions in reshaping the tumor microenvironment, supporting immune escape, and facilitating oncogenic signaling pathways such as NF-κB activation and DNA methylation. The gene discussed is NFKB1; the disease is neoplasm.