Such studies may be particularly important for identifying the prognostic and predictive associations of rare alterations, such as SMAD4 mutations in prostate cancer, as well as identifying adaptive alterations associated with treatment resistance/progression such as MCYL amplifications. The gene discussed is SMAD4; the disease is Familial prostate cancer.