Finally, spearman correlations between 9-gene expression levels and TME activity, immune cell infiltration abundance, and cancer immune cycle activity were also assessed, with heat map showing significant correlations between UBD, ISG20, CX3CR1 and the cancer immune cycle, multiple programmed death modalities associated, and multiple immune cells (Figure 9E). This evidence concerns the gene ISG20 and cancer.