In this phase I first-in-humans-study a vaccine consisting of arginase-1 (ARG1) peptides and the adjuvant Montanide ISA-51 will be tested in ten patients with metastatic solid tumors. Patients will be treated with an ARG1 vaccine every third week for 45 weeks.