Building upon the computational analyses and immune correlation findings, our mIHC validation in a small cohort of 10 paired ESCC and adjacent normal tissue samples revealed a striking inverse correlation between PSD3 and PD-L1 (CD274) expression. Here, PSD3 is linked to esophageal squamous cell carcinoma.