Moreover, the expression of IL2, IL10, IL12, LAYN in pre-exhausted T cells were consistent with the expression of genes in other cancer (23), suggesting that pre-exhausted T cell have common features in immune microenvironment (11). The gene discussed is LAYN; the disease is cancer.