Similar to a previous paper on cell genomics [21], only one protein (TDRKH) was found to have a positive causal association with HCC based on a single pQTL in this study, while eight robust protein–protein pairs were found to have a causal association with HCC after considering protein–protein interactions. Here, TDRKH is linked to hepatocellular carcinoma.