Whereas no protease was identified in bile with decreased activity, the proteases caspase-1 (CASP1) and kallikrein-6 (KLK6) were predicted based on the cleaved urine peptides of decreased activity in CCA in comparison to benign strictures. Here, CASP1 is linked to cholangiocarcinoma.