By investigating the correlation of microbes with patients’ Gleason Scores, Tumor-Node-Metastasis (TNM) stages, and PSA values, we examined the relationship between microbe abundance and prostate cancer aggressiveness. Here, KLK3 is linked to Familial prostate cancer.