Second, the positive proportions and positive numbers of cancer stem cells (ALDH1+ cancer cells), inhibitory immune checkpoints on cancer cells (PD-L1+ cancer cells) and immune cell subset (CD8+ T cells, PD-1+ cells) were analyzed. Here, ALDH1A1 is linked to cancer.