77, 25, 38 differentially expressed circRNAs were only found in colorectal, stomach, and lung cancer, and ZCCHC7 was the only one such circRNA that was found in HCC (Supplementary Table S9a). Here, ZCCHC7 is linked to lung carcinoma.