The above experiments suggest that SPP1 plays an important role in all key aspects of the transformation process from MASH to HCC and is a potential marker with multiple biological functions, which has the value of further exploring its involvement in deep-seated regulatory mechanisms. This evidence concerns the gene SPP1 and hepatocellular carcinoma.