We conducted this retrospective immune-related biomarker study to elucidate intratumoural heterogeneity in terms of infiltration of immune cells and PD-L1 expression in different locations in primary tumours of ESCC and investigated the relationships between the immune microenvironment according to the intratumoural location and survival outcome. Here, CD274 is linked to neoplasm.