We thus evaluated associations between PDSs and drug sensitivity in five cancer types for which we could confidently capture p53 deficiency (breast invasive carcinoma, colon adenocarcinoma, ovarian serous cystadenocarcinoma, pancreatic adenocarcinoma, and skin cutaneous melanoma). The gene discussed is TP53; the disease is cutaneous melanoma.