Having observed strong correlations between APOBE3CA expression and GRHL3 expression and predicted activity in single-cell data from HNSCC and ESCC, we next sought to determine whether GRHL3 may be involved in regulating APOBEC3A expression cancer arising in other tissues. Here, GRHL3 is linked to esophageal squamous cell carcinoma.