In a proof-of-principle analysis of 38 fluke-negative CCA samples from The Cancer Genome Atlas (TCGA), unsupervised hierarchical clustering of mRNA expression data identified a subtype enriched for IDH-mutant samples, which demonstrated increased mitochondrial gene expression and decreased chromatin modifier gene expression [9]. This evidence concerns the gene IDH1 and cholangiocarcinoma.