In our study, the abundance of Lactobacillus in the tumor tissue of patients with ESCC could impact local microbiome alpha-diversity and increase the expression of PD-L1 in ECs and TAMs. The gene discussed is CD274; the disease is esophageal squamous cell carcinoma.