To determine the expression levels of HMGB1, SOX9 and YAP1 in CCA samples, we initially analyzed mRNA expression by comparing CCA tissues and normal tissues from the GSE datasets (GSE76297; n = 185 and GSE32958; n = 23), downloaded from the portal database. Here, YAP1 is linked to cholangiocarcinoma.