It's worth noting that Piezo1 are differently expressed in SLHCC, SHCC and NHCC, the results were also consistent with our previous studies that different clinical HCC subtypes had distinct molecular characteristics [6, 34, 45–49], and Piezo1 might be an marker of molecular subtyping after a large size validation. Here, PIEZO1 is linked to hepatocellular carcinoma.