Deubiquitination-related genes define immune subtypes of colorectal cancer and are associated with prognosis and immunotherapy-related signatures

Colorectal cancer (CRC) is highly heterogeneous, and the contribution of deubiquitination (DUB) programs to immune context and clinical outcome remains incompletely defined. We integrated transcriptomes from TCGA and GTEx (COAD/READ) with an external GEO cohort (GSE39582) to delineate DUB-associated features. Differential expression and univariate survival analyses yielded DUB-related, prognosis-associated genes, which were used for consensus clustering to derive CRC subtypes. Functional enrichment (GO/KEGG) and preranked GSEA characterized pathways; a STRING–Cytoscape–cytoHubba workflow identified hub genes; immune landscapes were profiled by CIBERSORT together with immune-checkpoint, immunogenic cell death (ICD) and HLA gene sets, and computational immunotherapy-related metrics (TIDE, IPS). Seventeen key DUB-related genes enriched in cell-cycle/DNA-damage response and ECM/EMT programs classified tumors into two robust subtypes with distinct overall survival, clinicopathologic profiles and transcriptional signatures. Sixty-six cluster-related DEGs formed an interaction network that highlighted nine ECM-centric hub genes with consistent prognostic value across TCGA and GEO. Subtypes differed markedly in immune-cell infiltration and in ICG/ICD/HLA expression, with clear separation of TIDE and IPS scores, indicating distinct computational immunotherapy-related signatures. These results define interpretable DUB-anchored immune subtypes and nominate hub genes as candidate biomarkers to support prognosis assessment and facilitate hypothesis-generating immunotherapy-related stratification. Prospective and functional validation is warranted, and this study should be interpreted as an exploratory analysis based on publicly available transcriptomic datasets.

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Publication Details

Journal
Scientific Reports
Published
2026-01-08
DOI
https://doi.org/10.1038/s41598-026-35271-5
Primary Topic
Ferroptosis and cancer prognosis
Type
article
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article

Deubiquitination-related genes define immune subtypes of colorectal cancer and are associated with prognosis and immunotherapy-related signatures

Jingjing Pan, Juwen Jia, Yiwei Xu, Zhiyong Mo et al.
Scientific Reports
Ferroptosis and cancer prognosis
article

Deubiquitination-related genes define immune subtypes of colorectal cancer and are associated with prognosis and immunotherapy-related signatures

Jingjing Pan, Juwen Jia, Yiwei Xu, Zhiyong Mo, Qing Jiang, Qi Xu
article en

Abstract

Colorectal cancer (CRC) is highly heterogeneous, and the contribution of deubiquitination (DUB) programs to immune context and clinical outcome remains incompletely defined. We integrated transcriptomes from TCGA and GTEx (COAD/READ) with an external GEO cohort (GSE39582) to delineate DUB-associated features. Differential expression and univariate survival analyses yielded DUB-related, prognosis-associated genes, which were used for consensus clustering to derive CRC subtypes. Functional enrichment (GO/KEGG) and preranked GSEA characterized pathways; a STRING–Cytoscape–cytoHubba workflow identified hub genes; immune landscapes were profiled by CIBERSORT together with immune-checkpoint, immunogenic cell death (ICD) and HLA gene sets, and computational immunotherapy-related metrics (TIDE, IPS). Seventeen key DUB-related genes enriched in cell-cycle/DNA-damage response and ECM/EMT programs classified tumors into two robust subtypes with distinct overall survival, clinicopathologic profiles and transcriptional signatures. Sixty-six cluster-related DEGs formed an interaction network that highlighted nine ECM-centric hub genes with consistent prognostic value across TCGA and GEO. Subtypes differed markedly in immune-cell infiltration and in ICG/ICD/HLA expression, with clear separation of TIDE and IPS scores, indicating distinct computational immunotherapy-related signatures. These results define interpretable DUB-anchored immune subtypes and nominate hub genes as candidate biomarkers to support prognosis assessment and facilitate hypothesis-generating immunotherapy-related stratification. Prospective and functional validation is warranted, and this study should be interpreted as an exploratory analysis based on publicly available transcriptomic datasets.

Scientific ReportsVol. 16(1)
Qingdao University (CN), Longgang Central Hospital (CN), Affiliated Hospital of Qingdao University (CN), Hegang People's Hospital (CN)
Openalex Percentile: Top 94%
Ferroptosis and cancer prognosis
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