Interestingly, CCM3 and PAQR5/7/8 were up regulated in CCAs (Figure 2(D-1) and Supplementary Table S2B), which were also up regulated in our HCC analysis. The gene discussed is PAQR5; the disease is hepatocellular carcinoma.