These results showed that VCAN, CD3G, and C1QB played important roles in the microenvironment of DLBCL, possibly regulating the immune infiltration via modulating the extracellular organization and cellular interaction. This evidence concerns the gene CD3G and diffuse large B-cell lymphoma.