In this prognostic signature, DBT, FDX1, LIPT1, and PDHA1 acted as positive predictors, while ATP7A, DLAT, and GCSH acted as negative predictors for survival in CC patients. The gene discussed is GCSH; the disease is cholangiocarcinoma.