The stage-based assessment of overexpressed genes showed significant overexpression of BIRC5, APOC2, CENPF, STMN1, and HNRPC across all cancer stages including early, locally advanced and metastatic esophageal tumors (Fig. 1B). Here, APOC2 is linked to cancer.