Furthermore, we analyzed the co-expression of ATXN3, JOSD1 and JOSD2 in hepatocellular carcinoma using the GSCALite database, and analyzed the signaling pathways involved by MJDs family member respectively (Supplementary Figure S8). The gene discussed is ATXN3; the disease is hepatocellular carcinoma.