COL1A2 expression is associated with prognosis, stromal remodeling, and predicted immunotherapy response in gastric cancer

Background COL1A2 encodes type I collagen alpha2 chain, a stromal component in gastric cancer (GC); its prognostic value, cellular origin, and immune microenvironment relation remain unclear. Methods We analyzed TCGA-STAD, GSE63089, and ACRG GSE62254. Associations between COL1A2 abundance and overall survival (OS), clinicopathology, pathways, and tumor microenvironment were assessed. High/low groups by median expression. Two Cox models used pathological stage or separate T/N/M. Immunotherapy response predicted via TIDE and IPS. WGCNA, PPI, and LASSO with five ECM genes, ten-fold cross-validation and 200 repeats, were applied. qPCR and Western blot measured mRNA and protein in seven paired tissues. Results COL1A2 was higher in GC and linked to poorer OS, but time-dependent AUCs were 0.60, 0.65, 0.66. In ACRG, OS association was not significant (HR 1.83, P = 0.085). Per SD increase, adjusted HR was 1.21 (stage model, P = 0.036) and 1.14 (T/N/M model, P = 0.171). C-index gains were only 0.006 and 0.003. Higher abundance correlated with stroma-rich microenvironment and M2 macrophage infiltration. TIDE/IPS predicted lower ICI response probability. LASSO selected SPARC, ELN, and BGN stably. Tumor tissues showed higher mRNA and protein. Conclusions COL1A2 associates with poor prognosis, stromal remodeling, and predicted immunotherapy response, but its prognostic effect varies between models and discrimination improvement is small.

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Publication Details

Journal
Frontiers in Oncology
Published
2026-10-30
DOI
https://doi.org/10.3389/fonc.2026.1912517
Primary Topic
Gastric Cancer Management and Outcomes
Type
article
Field-Weighted Citation Impact
0.00

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article

COL1A2 expression is associated with prognosis, stromal remodeling, and predicted immunotherapy response in gastric cancer

Shenbin Xu, Fengming Luan, Chao Zhang, Guofeng Chen et al.
Frontiers in Oncology
Gastric Cancer Management and Outcomes
article

COL1A2 expression is associated with prognosis, stromal remodeling, and predicted immunotherapy response in gastric cancer

Shenbin Xu, Fengming Luan, Chao Zhang, Guofeng Chen, Ke Chen, Xiaoman He, Jian Chen
article en

Abstract

Background COL1A2 encodes type I collagen alpha2 chain, a stromal component in gastric cancer (GC); its prognostic value, cellular origin, and immune microenvironment relation remain unclear. Methods We analyzed TCGA-STAD, GSE63089, and ACRG GSE62254. Associations between COL1A2 abundance and overall survival (OS), clinicopathology, pathways, and tumor microenvironment were assessed. High/low groups by median expression. Two Cox models used pathological stage or separate T/N/M. Immunotherapy response predicted via TIDE and IPS. WGCNA, PPI, and LASSO with five ECM genes, ten-fold cross-validation and 200 repeats, were applied. qPCR and Western blot measured mRNA and protein in seven paired tissues. Results COL1A2 was higher in GC and linked to poorer OS, but time-dependent AUCs were 0.60, 0.65, 0.66. In ACRG, OS association was not significant (HR 1.83, P = 0.085). Per SD increase, adjusted HR was 1.21 (stage model, P = 0.036) and 1.14 (T/N/M model, P = 0.171). C-index gains were only 0.006 and 0.003. Higher abundance correlated with stroma-rich microenvironment and M2 macrophage infiltration. TIDE/IPS predicted lower ICI response probability. LASSO selected SPARC, ELN, and BGN stably. Tumor tissues showed higher mRNA and protein. Conclusions COL1A2 associates with poor prognosis, stromal remodeling, and predicted immunotherapy response, but its prognostic effect varies between models and discrimination improvement is small.

Frontiers in OncologyVol. 16
Second Affiliated Hospital of Zhejiang University (CN)
National Natural Science Foundation of China
Good health and well-being
Openalex Percentile: Top 12%
Gastric Cancer Management and Outcomes
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COL1A2 expression is associated with prognosis, stromal remodeling, and predicted immunotherapy response in gastric cancer — Shenbin Xu, Fengming Luan, et al. · Frontiers in Oncology (2026) | TGRS Research Map | TGRS