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

IF 2.9 4区 医学 Q3 ENDOCRINOLOGY & METABOLISM
Wei-Wen Hsu, Wen-Shin Song, Pei-Chi Chang, Dueng-Yuan Hueng, Yao-Feng Li
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引用次数: 0

Abstract

Background: Gliomas, 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.

Methods: We 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.

Results: COL22A1 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.

Conclusions: Across 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.

COL22A1表达可识别侵袭性胶质瘤,并通过综合多组学和临床验证独立预测生存。
背景:尽管采用多种治疗方法,胶质瘤,尤其是IDH野生型星形细胞瘤仍然是致命的。胶原型XXII α -1 (COL22A1)在其他癌症中表现出致癌活性,但在脑肿瘤中的研究尚不充分。我们询问其表达、细胞起源和空间背景是否增加弥漫性胶质瘤的预后和翻译价值。方法:我们重新处理TCGA/CGGA RNA序列到每百万转录本,并根据WHO 2021分类重新注释肿瘤。差异表达、Kaplan-Meier和多变量Cox模型评估了生存关联;基因集富集分析了途径背景。通过反褶积和单细胞数据集(GSE131928, GSE89567)绘制细胞型源,并使用Ivy GAP和10 × Visium检测空间分布。75例手术标本的蛋白质丰度通过定量免疫组织化学验证,并通过TCGA蛋白质组学数据共享的正交蛋白质组学证实。结果:COL22A1 mRNA在胶质瘤中表达上调,且随分级升高。高表达预测较短的总生存期,并且在调整年龄、分级、Karnofsky评分、放疗和替莫唑胺后仍然是独立的危险因素。转录组反卷积和单细胞分析将COL22A1主要定位于间充质样肿瘤亚群,在淋巴细胞、反应性胶质细胞或髓细胞室中信号可以忽略不计。空间转录组学显示在坏死周围和微血管增殖壁龛中显著富集。基因集富集分析(GSEA)将COL22A1高的肿瘤与上皮-间质转化、细胞周期和炎症(il - 6/JAK-STAT3、tnf - nf - κ b)程序联系起来,与增殖性和缺氧表型一致。免疫组织化学证实肿瘤中蛋白质丰度高于正常大脑,随分级逐步增加,并与Ki - 67呈趋势相关;质谱数据证实了高表达时蛋白质丰度增加和不良生存。结合COL22A1和临床协变量的简约nomogram改善了对1、3、5年生存率的预测。结论:COL22A1整合了神经胶质瘤侵袭性的分子、细胞和微环境特征,横跨大块、单细胞和空间层。COL22A1以肿瘤为中心的表达、坏死周围的定位和独立的预后价值支持COL22A1作为一种强大的生物标志物和治疗难治性疾病的成像或治疗策略的可处理候选物。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Discover. Oncology
Discover. Oncology Medicine-Endocrinology, Diabetes and Metabolism
CiteScore
2.40
自引率
9.10%
发文量
122
审稿时长
5 weeks
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