Although the number of T-cells expressing CD3, and/or CD4 and/or CD8 does not correlate with clinical response, exhausted intra-tumoral T-cells (through high expression of PD-1) is associated with a blunted anti-tumor activity. Here, CD8A is linked to neoplasm.