Moreover, the Senescence-cluster B group exhibited prominent enrichment of immune pathways (CD8 T effector, immune checkpoint, and antigen processing pathways) as well as abundant infiltration of immune cells (both pro- and anti-tumor immune cells), confirming the intersectionality of ubiquitination modification regulating cellular senescence and immunity (Figure 4D, 4E). This evidence concerns the gene CD8A and neoplasm.