Collectively, this study uncovers a protective axis linking W. cibaria-driven microbiota modulation, BA metabolism change, and FXR-dependent tumor suppression, providing experimental evidence for probiotic-based CAC intervention strategies. This evidence concerns the gene NR1H4 and neoplasm.