We further conducted analysis to explore the correlation between the selected key metabolites and prostate cancer-related clinical features, such as PSA level, prostate volume and Gleason score, by Pearson’s correlation analysis (Figure 4). The gene discussed is KLK3; the disease is prostate cancer.