We searched the GEPIA database to check the expression correlation between these key molecules in 182 esophageal cancer tissues and the results revealed a positive expression correlation between E2F7 and QKI, E2F7 and TNPO1, QKI and TNPO1 (Fig. 11I). Here, QKI is linked to esophageal cancer.