Spatial association of an AKR1C3-positive epithelial state with ACTA2-positive stromal cells and SPP1-positive macrophages in gastric cancer
Introduction The spatial organization of epithelial states relative to stromal and myeloid cells in gastric cancer remains incompletely understood. Methods We integrated single-cell RNA-sequencing data from 36 normal and tumor tissue samples (GSE183904) with Visium spatial transcriptomics (GSE251950). Cell-state signatures were evaluated in TCGA-STAD (n = 375), and multiplex immunohistochemistry was performed on specimens from three patients. Results Epi4_AKR1C3 and FB3_ACTA2 showed nominal enrichment in tumor tissues, whereas Mac2_SPP1 showed no significant compositional difference between normal and tumor tissues. Higher signature scores for these three states were nominally associated with shorter overall survival (log-rank P = 0.044, 0.019, and 0.048, respectively), although none remained significant after multiple-testing correction. Spatial deconvolution identified regions of co-enrichment, and multiplex immunohistochemistry provided proof-of-concept evidence of close spatial proximity among the corresponding marker-defined populations. Discussion These findings identify a candidate AKR1C3-associated epithelial–stromal–myeloid spatial configuration in gastric cancer. Further mechanistic studies are needed to validate its biological and clinical significance.
Authors
- Jingjing Yang (ORCID: https://orcid.org/0000-0002-4191-4138)
- Jianpeng Sheng (ORCID: https://orcid.org/0000-0002-5535-5541)
- Rong Xu
- Yixuan Dai
Institutions
- Capital Medical University (CN)
- Soochow University (CN)
- Zhangjiagang First People's Hospital (CN)
Publication Details
- Journal
- Frontiers in Oncology
- Published
- 2026-10-28
- DOI
- https://doi.org/10.3389/fonc.2026.1965632
- Primary Topic
- Single-cell and spatial transcriptomics
- Type
- article
- Field-Weighted Citation Impact
- 0.00