SVEP1 and cholangiocarcinoma: While the molecular mechanisms of SVEP1 in regulating the early recurrence and poor prognosis of CCA, particularly ICC, remain incompletely understood, our study highlights SVEP1 as a novel and promising prognostic factor in ICC.