Second, each represents a distinct mechanistic paradigm of CRC pathogenesis: F. nucleatum exemplifies multi-factorial promotion through adhesion, inflammation, and immune evasion; ETBF demonstrates toxin-mediated carcinogenesis; and pks+ E. coli illustrates direct genotoxicity. The gene discussed is ARAF; the disease is colorectal carcinoma.