MKI67 and intrahepatic cholangiocarcinoma: This finding aligns with that of previous studies, as SVEP1 expression was strongly negatively correlated with Ki-67 expression, and the proportion of low-SVEP1 expression was significantly higher in ICC patients with Ki-67 positive expression (Fig. 2H and Supplementary Table 4).