Single-cell transcriptomics shows that intrahepatic cholangiocarcinoma (ICC) cells susceptible to cuproptosis are typically CD274 (PD-L1)-negative and reside in a TME with reduced monocytes and macrophages. The gene discussed is CD274; the disease is intrahepatic cholangiocarcinoma.