The hub gene ADCY6, CXCL3, NPBWR1, TAS2R38, and PTGDR2 highly influence the clinical traits of age, histology types, neoplasm histologic grade, and overall survival in ESCA and READ, leading to their similarity in these clinical traits. This evidence concerns the gene ADCY6 and neoplasm.