Furthermore, the combination of EVs proteins PIGF, FRIL, CRP, and FIBG demonstrated predictive abilities for assessing the risk of developing cholangiocarcinoma in individuals with primary sclerosing cholangitis26. This evidence concerns the gene PIGF and cholangiocarcinoma.