The relative abundance of Proteobacteria was higher after antibiotic exposure, and intratumoral lipopolysaccharide (LPS) was increased under the elevation of gut permeability, playing a critical role in prostate cancer progression via the NF-κB-IL6-STAT3 axis. The gene discussed is STAT3; the disease is Familial prostate cancer.