UMAP dimensionality reduction analysis revealed the presence of multiple distinct cell clusters within the tumor ecosystem, which were annotated as malignant cells, macrophages, tumor-associated fibroblasts (CAFs), CD8 T cells, CD4 T cells, NK cells, endothelial cells, and T cells (Fig. 9A). This evidence concerns the gene CD8A and neoplasm.