Moreover, using the Human Protein Atlas, we confirmed that HCC with a high MDH risk score had significantly higher protein levels of ATAD3A and CHAF1B and relatively lower protein levels of ADH4 (Figure 8B), but PPARGC1A was not found on the website. The gene discussed is PPARGC1A; the disease is hepatocellular carcinoma.