Recent studies have found that PPI significantly inhibits the proliferation, invasion, and metastasis of hepatocellular carcinoma cells by regulating the Nrf2/HO-1/GPX4 axis and inducing ferroptosis and mitochondrial dysfunction (111). Here, GPX4 is linked to hepatocellular carcinoma.