Through SingleR-based annotation, cells within tumor tissues were classified into seven distinct subtypes (Fig. 1A), encompassing B cells, CD8 + T cells, endothelial cells, epithelial cells, fibroblasts, macrophages, and monocytes. Here, CD8A is linked to neoplasm.