Using 3-D tissue images, we found that there were two distinctly different distribution patterns of elafin protein in almost the same clinical stages of locoregional ESCC patients, and that each of these distributions led to different prognostic consequences. Here, PI3 is linked to esophageal squamous cell carcinoma.