A method of treating and/or preventing recurrence of cancer in a patient, comprising administering (a) metformin and (b) an anti-PD-1 antibody to the patient to treat and/or preventing recurrence of cancer in the patient, wherein the cancer is at least one cancer selected from head and neck cancers, esophagus cancer, gastric cancer, colorectal cancer, hepatocellular cancer, pancreatic cancer, non-small cell lung cancer, small cell lung cancer, breast cancer, ovarian cancer, cervical cancer, endometrial cancer, vaginal cancer, vulvar cancer, renal cell cancer, urothelial cancer, Hodgkin's lymphoma, follicular lymphoma, diffuse large B-cell lymphoma, multiple myeloma, malignant melanoma, glioblastoma and pleural mesothelioma.