Our inference posits that the comparatively diminished immune level within Cluster 1, as evidenced by a heightened proportion of resting B cells, activated CD4 memory T cells, and reduced levels of central memory cell infiltration, may contribute to a diminished capability to eradicate tumor cells. This evidence concerns the gene CD4 and neoplasm.