Furthermore, UMAP analysis revealed heterogeneous levels of hub UbRGs enrichment in tumor cells and immune cells (Figure 10F), with the highest enrichment observed in HCC cells, followed by CD8+ T cells (Figure 10G). Here, CD8A is linked to neoplasm.