P values derived from CHIP-by-cancer type interaction terms Cox regression analyses specific to cancer types showed that some of our associations between CHIP and outcomes differed by tumor type (Supplementary Tables 14 to 22, available at https://doi.org/10.1016/j.esmoop.2025.105539). The gene discussed is STUB1; the disease is neoplasm.