The expression levels of ALG3 in tumor cells and stromal cells were positively correlated with the abundance of CD4+ FOXP3+ regulatory T cells (Tregs), CD3+CD4+ T cells and PD-L1, whereas they were negatively correlated with the abundance of CD8+ T cells and CD68+CD86+ macrophages. The gene discussed is CD8A; the disease is neoplasm.