observed the combination of carbon ions and CTLA‐4 inhibitors reshaped the tumor‐infiltrating immune cell composition, activated NK cells and tumor‐associated macrophage clusters, upregulated the expression of TNF‐α and IL‐1 responsive genes, and induced systemic immunological effects in non‐irradiated tumors. Here, IL1B is linked to neoplasm.