Similarly, the genesis of C. sinensis-induced CCA is also a complex process where certain ES proteins such as cystatin and Oxidoreductase-peroxiredoxin and carbonyl reductase 1 (CBR1) are likely implicated in (Shi et al., 2020). This evidence concerns the gene CST4 and cholangiocarcinoma.