To further verify this result, we analyzed a public GEO dataset (GSE89377) and found that, compared to healthy individuals, the expression of ID1 and CTGF was dramatically increased in the liver tissues of patients with hepatitis and cirrhosis (Figure 4E,F). Here, CCN2 is linked to Hepatitis.