Specifically, we show that our matrix factorization approach (CoGAPS) detected a signature of intratumoral NK cell activation in anti-CTLA-4-treated mice which our transfer learning method (projectR) associated with positive clinical outcomes in metastatic melanoma. The gene discussed is CTLA4; the disease is metastatic melanoma.