However, in non-irradiated tumor cases (blue and green lines in Figure 6), when adding CTLA-4-based ICI to RT, the model suggests that the smaller irradiated tumor fraction is better for reducing the non-irradiated tumor. This evidence concerns the gene CTLA4 and neoplasm.