The CD8-c1 cluster had high expression of GZMK, which was reported to be an intermediate state between effector and exhausted T cells15, while the Mφ-c3 cluster exhibited high levels of CCL18 that are upregulated in the pro-tumor M2 macrophages16,17. Here, CD8A is linked to neoplasm.