A colocalization analysis was conducted to explore potential genetic links between TKT and HCC susceptibility, revealing a strong association between TKT expression and HCC risk loci (PP4 = 1.00) (Figure 3I, Supplementary Table S3). Here, TKT is linked to hepatocellular carcinoma.