Tumor metastasis leads to most cancer deaths. However, how cellular diversity and dynamic cooperation within the tumor microenvironment contribute to metastasis remains poorly understood. Here we leverage single-cell multi-omics (16 samples, 117,169 cells) and spatial transcriptomics (five samples, 195,366 cells) to uncover the cellular and spatial architecture of esophageal squamous cell carcinoma (ESCC), and characterize an immunosuppressive GPR116+ pericyte subset promoting tumor metastasis and immunotherapy resistance. GPR116+ pericyte enrichment is transcriptionally regulated by PRRX1, evidenced by pericyte-specific Prrx1 knockout mice. Mechanistically, GPR116+ pericytes secrete EGFL6 to bind integrin β1 on cancer cells, activating the NF-κB pathway to facilitate metastasis. Serum EGFL6 serves as a noninvasive biomarker for the diagnosis and prognosis of several tumors. Blocking integrin β1 suppresses metastasis and improves immunotherapy response in animal models of ESCC. Collectively, we provide a spatially resolved landscape of the prometastatic tumor microenvironment in ESCC and highlight the biological and clinical importance of GPR116+ pericytes, proposing potential innovative therapeutic strategies for metastatic cancers.
© 2025. The Author(s), under exclusive licence to Springer Nature America, Inc.