In colorectal cancer, specific microbial signatures such as Fusobacterium nucleatum, Bacteroides fragilis, and Escherichia coli containing the pks pathogenicity island are linked to tumorigenesis through mechanisms like chronic inflammation, DNA damage, and immune modulation (51). Here, ARAF is linked to colorectal cancer.