Here, we selected the PUM1 gene because it has been shown in basic and clinical research to be an excellent housekeeping gene,21, 22, 23 and it was associated with poor prognosis for bile duct cancer through the formation of a genic fusion.34 Here, PUM1 is linked to bile duct cancer.