As a new group of anticancer drugs, immune checkpoint inhibitors (ICIs) have exhibited favorable antitumor efficacy in numerous malignant tumors. Anti-cytotoxic T lymphocyte associated antigen-4 (CTLA-4), anti-programmed cell death-1 (PD-1) and anti-programmed cell death ligand-1 (PD-L1) are three kinds of ICIs widely used in clinical practice. However, ICI therapy (monotherapy or combination therapy) is always accompanied by a unique toxicity profile known as immune-related adverse events (irAEs) affecting multiple organs. The endocrine glands are common targets of irAEs induced by ICIs, which cause type 1 diabetes mellitus (T1DM) when the pancreas is affected. Although the incidence rate of ICI-induced T1DM is rare, it will always lead to an irreversible impairment of β-cells and be potentially life-threatening. Hence, it is vital for endocrinologists and oncologists to obtain a comprehensive understanding of ICI-induced T1DM and its management. In our present manuscript, we have reviewed the epidemiology, pathology and mechanism, diagnosis, management, and treatments of ICI-induced T1DM.