ArticleApoptosis : an international journal on programmed cell death2026
Spatially defined danger zone shapes gastric cancer progression through CCDC80
Article in Apoptosis : an international journal on programmed cell death, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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Who cites it
4 citing papers in PubMed.
- Spatial immune archetypes in gastric and colorectal cancer: a proposed conceptual framework for immunotherapy resistance and therapeutic remodeling.Frontiers in immunology · 2026Review
- Spatial immune ecology of immunotherapy resistance in gastric and gastroesophageal junction adenocarcinoma.Frontiers in oncology · 2026Review
- Spatial immune niches in gastric cancer immunotherapy resistance: mechanisms and translational implications.Frontiers in immunology · 2026Review
- Therapy-educated fibroblast states link treatment pressure to residual disease and acquired resistance in gastric cancer.Frontiers in immunology · 2026Review
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Authors and funding
7 authors.
Funding
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
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