More strikingly, linear regression model showed that HEY1 and PINK1 mRNA expressions were reversely correlated in 72 cases of kidney cancer and non-tumorous tissues (Supplementary Fig. S3F), suggesting that our findings are not restricted to liver cancers. This evidence concerns the gene HEY1 and liver cancer.