Using the TCGA cohort, 652 and 266 genes were found to be upregulated (including ATP8A2) and downregulated (including UTY and KDM5D) in early versus typical onset ICC, respectively. The gene discussed is KDM5D; the disease is intrahepatic cholangiocarcinoma.