Though liver toxicity is a major concern in the treatment of advanced cancers, addition of 4-1BB agonists to other therapeutic modalities could potentiate stronger anti-tumor responses while necessitating reduced dosing, thus limiting severity of 4-1BB associated adverse events. Here, TNFRSF9 is linked to cancer.