Evidence map›Paper›PMID 41117892›Full record

ArticleDiscover oncology2025

COL22A1 expression identifies aggressive glioma and independently predicts survival through integrated multiomics and clinical validation.

Wei-Wen Hsu, Wen-Shin Song, Pei-Chi Chang, Dueng-Yuan Hueng, Yao-Feng Li

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Article in Discover oncology, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

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2citing papers in PubMed
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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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2 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

5 authors.

Wei-Wen HsuDepartment of Computer Science and Information Engineering, National Taitung University, Taitung, Taiwan.
Wen-Shin SongDivision of Neurosurgery, Department of Surgery, Cheng-Hsin General Hospital, Taipei, Taiwan, ROC.
Pei-Chi ChangGraduate Institute of Life Sciences, National Defense Medical University, Taipei, 114, Taiwan, Republic of China.
Dueng-Yuan HuengDepartment of Neurologic Surgery, Tri-Service General Hospital, National Defense Medical University, Taipei, 114, Taiwan, Republic of China.
Yao-Feng LiGraduate Institute of Life Sciences, National Defense Medical University, Taipei, 114, Taiwan, Republic of China. liyaofeng1109@gmail.com.

Funding

Cheng-Hsin General Hospital & National Defense Medical Center Project CHNDMC-114-04Ministry of National Defense Medical Affairs Bureau MND-MAB-D-114136National Science and Technology Council 111-2314-B-016-064-MY3National Science and Technology Council 113‑2321‑B‑016‑005Tri-Service General Hospital TSGH_C04_114043
6 · The paper itself

Abstract

backgroundGliomas, especially IDH‑wildtype astrocytomas, remain lethal despite multimodal therapy. Collagen type XXII alpha-1 (COL22A1) exhibits oncogenic activity in other cancers but remains underexplored in brain tumors. We asked whether its expression, cellular origin, and spatial context add prognostic and translational value in diffuse glioma.

methodsWe reprocessed TCGA/CGGA RNA‑seq to transcripts‑per‑million and re‑annotated tumours under the WHO 2021 taxonomy. Differential expression, Kaplan-Meier, and multivariable Cox models assessed survival associations; gene‑set enrichment profiled pathway context. Cell‑type sources were mapped by deconvolution and single‑cell datasets (GSE131928, GSE89567), and spatial distribution was examined using Ivy GAP and 10 × Visium. Protein abundance was validated by quantitative immunohistochemistry in 75 surgical specimens, with orthogonal proteomic corroboration from the TCGA Proteomic Data Commons.

resultsCOL22A1 mRNA was up‑regulated in glioma and increased with grade. High expression predicted shorter overall survival and remained an independent hazard factor after adjusting for age, grade, Karnofsky score, radiotherapy, and temozolomide. Transcriptome deconvolution and Single‑cell analyses localized COL22A1 predominantly to mesenchymal-like tumour subpopulations with negligible signal in lymphoid, reactive-glial, or myeloid compartments. Spatial transcriptomics showed marked enrichment in peri‑necrotic and microvascular proliferation niches. Gene Set Enrichment Analysis (GSEA) linked COL22A1‑high tumours to epithelial-mesenchymal transition, cell-cycle, and inflammatory (IL6/JAK-STAT3, TNF-NFκB) programmes, consistent with a proliferative and hypoxic phenotype. Immunohistochemistry confirmed higher protein abundance in tumours versus normal brain, a stepwise increase with grade, and a trend association with Ki‑67; mass‑spectrometry data corroborated increased protein abundance and adverse survival at high expression. A parsimonious nomogram combining COL22A1 with clinical covariates improved the prediction of 1-, 3-, and 5-year survival.

conclusionsAcross bulk, single‑cell, and spatial layers, COL22A1 integrates molecular, cellular, and microenvironmental hallmarks of glioma aggressiveness. Its tumour‑centric expression, peri‑necrotic localisation, and independent prognostic value support COL22A1 as a robust biomarker and a tractable candidate for imaging or therapeutic strategies in treatment‑refractory disease.

Indexed as

CGGACIBERSORTCOL22A1GlioblastomaGSEAIvy datasetSingle-cell sequencingSpatial transcriptomesTCGA

Identifiers

PMID41117892
PMCPMC12540957

What Socratic holds

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LicenceCC BY-NC-ND
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.