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March 10, 2026APOPTOSIS3 citationsOpen Access

Spatially defined danger zone shapes gastric cancer progression through CCDC80+ fibroblast–induced CD8+ T cell dysfunction

SMShaocong MoYWYulin WangRXRong Xiong

Key Points

  • The research aims to understand how the danger zone in the tumor microenvironment influences gastric cancer progression and immunotherapy responses.
  • Used spatial transcriptomics on murine tumors and human gastric cancer samples.
  • Identified stromal-immune-vascular regions linked to advanced staging and immunosuppression.
  • Applied non-negative matrix factorization and an XGBoost classifier to stratify patient subtypes.
  • Conducted single-cell and spatial analyses to study CCDC80+ fibroblast functions.
  • Identified the danger zone correlating with poor survival in gastric cancer patients.
  • Subtypes stratified with distinct responses to immunotherapy, with Subtype 2 showing worse outcomes.
  • CCDC80+ fibroblasts were found to induce CD8+ T cell dysfunction through CXCL12-CXCR4 signaling.
  • Predicted danger zone scores reflected stromal infiltration and correlated with patient survival.

Abstract

Gastric cancer (GC) shows marked heterogeneity driven by the tumor microenvironment, leading to therapeutic resistance and poor prognosis. Using spatial transcriptomics of invasive murine tumors and human GC samples, we identified a distinct stromal-immune-vascular core region, termed the 'danger zone', which is enriched in diffuse-type GC and strongly linked to advanced stage and an immunosuppressive tumor microenvironment. Non-negative matrix factorization using danger zone signature genes stratified GC patients into two subtypes, with Subtype 2 exhibiting worse survival and impaired immunotherapy response. An XGBoost classifier based on 13 key genes-including CCDC80, MSRB3, FBLN1, and SPARCL1-accurately predicted subtypes and prognosis across cohorts. Single-cell and spatial analyses identified CCDC80+ fibroblasts as key drivers within the danger zone. Mechanistically, CCDC80+ fibroblasts recruit effector CD8+ T cells through CXCL12-CXCR4 signaling and induce their dysfunction by markedly upregulating PD-1 and TIM-3, thereby promoting exhaustion and apoptosis. The interactions were validated using fibroblast-CD8 + T cell co-cultures and CXCL12 blockade. Finally, a LightGBM model predicted danger zone scores directly from H&E slides, correlating with stromal infiltration and patient survival. This study defines the danger zone as a key spatial feature of GC progression and immunosuppression, offering novel biomarkers, prognostic tools, and therapeutic targets.

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Cite This Study

Mo et al. (2026) studied this question.

synapsesocial.com/papers/69af949670916d39fea4b9f9https://doi.org/10.1007/s10495-026-02287-1
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