Because disseminating ovarian cancer cells persist in malignant ascites enriched in extracellular S1 family serine proteases, we surveyed S1 protease gene expression across ovarian cancer cohorts to identify those most associated with poor outcomes. The gene discussed is PSMD1; the disease is ovarian cancer.