To the best of our knowledge, this is the first study to explore the relationship between ATF3 and CYR61 in HCC, and our results indicate that ATF3 up-regulates the expression of CYR61 through directly binding to an area near the TSS of CYR61, which contributes to the inhibition of HCC progression. Here, CCN1 is linked to hepatocellular carcinoma.