Analysis of the metabolomics data by advanced chemometrics based bioinformatics enabled us to identify biomarkers of potential high diagnostic value; and these markers provided a better molecular understanding of PC biology in relation to tumor de-differentiation as well as TMPRSS2-ERG fusion gene expression. The gene discussed is TMPRSS2; the disease is neoplasm.