Single-cell profiling revealed selective overexpression of tumor necrosis factor receptor superfamily member 18 (TNFRSF18) on Tregs, upregulated in high-risk HCC patients. The gene discussed is TNFRSF18; the disease is hepatocellular carcinoma.