TIMER analysis revealed that high PGM2L1 expression is positively correlated with immune infiltration levels, particularly in B cells, neutrophils, and dendritic cells, with neutrophils identified as significant independent risk factors in CCA. The gene discussed is PGM2L1; the disease is cholangiocarcinoma.