HSPG2 and hepatocellular carcinoma: Moreover, our exploration of the latest LiverSCA version signified the importance of distinctive immune cell composition among different subtypes of PLC, particularly the enrichment of TAMs in HCV-HCC and the differential expression of key genes, such as the S100 family and apolipoproteins; this may also contribute to the varying clinical behaviors and therapeutic responses observed in PLC.