Another study analyzing RNA sequencing data from The Cancer Genome Atlas (TCGA) database found that both RIP3 and MLKL mRNA were upregulated in CCA tissues compared to in normal bile ducts, while RIP1 mRNA was similarly expressed between the two groups 99. This evidence concerns the gene MLKL and cholangiocarcinoma.