ERVW-1 and cholangiocarcinoma: involving bile samples from 48 patients with CCA and 48 patients with gallstones, it was observed that the expression of Syncytin-1 and SLC7A11 in bile cfDNA gradually increased across groups with gallstones, stage I-II CCA, and stage III-IV CCA.