To further explore the regulatory mechanism of TIM3/Galectin-9 pathway in DLBCL, the significantly activated TFs in exhausted CD8+TILs, and Galectin-9-coexpressed genes in macrophages were analyzed on single cell and validated on histology level. The gene discussed is CD8A; the disease is diffuse large B-cell lymphoma.