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.

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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
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article

Spatial association of an AKR1C3-positive epithelial state with ACTA2-positive stromal cells and SPP1-positive macrophages in gastric cancer

Jingjing Yang, Jianpeng Sheng, Rong Xu, Yixuan Dai
6 links
Frontiers in Oncology
Single-cell and spatial transcriptomics
article

Spatial association of an AKR1C3-positive epithelial state with ACTA2-positive stromal cells and SPP1-positive macrophages in gastric cancer

Jingjing Yang, Jianpeng Sheng, Rong Xu, Yixuan Dai
article en

Abstract

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.

Frontiers in OncologyVol. 16
Capital Medical University (CN), Soochow University (CN), Zhangjiagang First People's Hospital (CN)
Good health and well-being
Openalex Percentile: Top 22%
Single-cell and spatial transcriptomics
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Spatial association of an AKR1C3-positive epithelial state with ACTA2-positive stromal cells and SPP1-positive macrophages in gastric cancer — Jingjing Yang, Jianpeng Sheng, et al. · Frontiers in Oncology (2026) | TGRS Research Map | TGRS