FGFR4 and neoplasm: In this review, discuss the molecular mechanisms by which FGF19 shapes tumor biology, evaluate the current status of therapeutic strategies targeting the FGF19-FGFR4 axis, and explore future opportunities such as rational drug combinations and metabolic intervention.