We selected six significantly correlated tumor functional statuses (see Supplementary Fig. S2B), with AML’s differentiation, inflammation, proliferation, and metastasis, and RB’s angiogenesis and differentiation displaying notable positive correlations with ISG15 expression, while UM’s DNA repair showed a noticeable negative correlation. The gene discussed is ISG15; the disease is acute myeloid leukemia.