Since the Ki-67 proliferation index in p16INK4a stained areas differed significantly between HPV-positive and HPV-negative tumors, the first model most likely applies for HPV-negative ESCC. This evidence concerns the gene MKI67 and esophageal squamous cell carcinoma.