These findings provided valuable insights into the molecular mechanisms and cellular interactions that distinguish HBV‐ICC from non‐HBV‐ICC, highlighting the importance of CD8+ T cells in specific molecular processes and the potential roles of GSTP1, TOP1 and ATM in DNA replication and repair within HBV‐ICC. The gene discussed is GSTP1; the disease is intrahepatic cholangiocarcinoma.