Deep molecular profiling of cancer genomics has identified molecular subtypes with distinct clinical trajectories and responses to therapeutics. We have used a unique rapid autopsy program and collaborative efforts supported by a StandUpToCancer Dream Team award, to identify the spectrum of genomic and gene expression alterations that occur in advanced prostate cancer. These studies have identified subcategories of prostate cancer partitioned by tumor suppressor loss (TP53/RB1), mismatch DNA repair deficiency (MSH2/6), homology-directed repair deficiency (BRCA1/2), tandem duplications (CDK12), as well as phenotypes that include amphicrine tumors.