COL22A1 and hepatocellular carcinoma: Additionally, we observed that the altered group had a higher frequency of typical HCC gene mutations such as TP53, CSMD3, TG, PKHD1L1, ATAD2, ASAP1, COL22A1, and ZHX1 (Fig. 5F).