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Updated: Jan 24, 2026

Evaluation of Colorectal Cancer Risk and Prevalence by Stool DNA Integrity Detection
Published on: June 8, 2020
Integrative Multiomics Nominate GGCT as a Crucial Regulator of Immunosuppression in Colorectal Cancer
Qichao Niu1, Yang Liu1, Kejin Huang2
1Department of General Surgery, Second Affiliated Hospital of Harbin Medical University, Harbin, China, hrbmush.edu.cn.
Abstract:
Colorectal cancer (CRC) remains a leading cause of cancer-related mortality worldwide, with tumor microenvironment (TME) heterogeneity playing a critical role in disease progression and therapeutic response. Immune escape (IE) mechanisms facilitate tumor evasion from host immune surveillance, yet their characterization at the single-cell level in CRC is incomplete. This study integrated single-cell RNA sequencing (scRNA-seq) and bulk transcriptomic data from multiple public cohorts to systematically explore IE-related signatures in CRC. We identified major and minor cell populations within the TME and performed differential gene expression analysis. Using high-dimensional weighted gene coexpression network analysis (hdWGCNA), we identified gene modules correlated with IE activity. Subsequent survival analysis across six independent cohorts revealed Gamma-glutamylcyclotransferase (GGCT) as a novel prognostic biomarker associated with poor survival. Functional enrichment analysis indicated GGCT's involvement in critical oncogenic pathways. Furthermore, GGCT expression correlated with altered immune infiltration profiles and stromal components, suggesting its role in modulating the immunosuppressive TME. Additionally, GGCT demonstrated potential predictive value for response to immunotherapy across multiple datasets. Our findings highlight GGCT as a key player in CRC immune evasion and a promising therapeutic target.
Insights
Colorectal cancer immune escape mechanisms were explored using single-cell RNA sequencing. Gamma-glutamylcyclotransferase (GGCT) was identified as a biomarker linked to poor survival and immunotherapy response.
Area of Science:
- Oncology
- Immunology
- Genomics
Background:
- Colorectal cancer (CRC) is a major global health concern, with tumor microenvironment (TME) heterogeneity influencing outcomes.
- Immune escape (IE) is crucial for tumor progression, but its single-cell characterization in CRC requires further investigation.
Purpose of the Study:
- To systematically explore IE-related signatures in CRC at the single-cell level.
- To identify novel biomarkers and therapeutic targets for CRC.
Main Methods:
- Integration of single-cell RNA sequencing (scRNA-seq) and bulk transcriptomic data from public CRC cohorts.
- Application of high-dimensional weighted gene coexpression network analysis (hdWGCNA) to identify IE-associated gene modules.
- Survival analysis and functional enrichment analysis to evaluate biomarker significance.
Main Results:
- Identification of major and minor cell populations within the CRC TME.
- Gamma-glutamylcyclotransferase (GGCT) emerged as a novel prognostic biomarker associated with poor survival in CRC patients.
- GGCT expression correlated with an immunosuppressive TME, altered immune infiltration, and stromal components.
- GGCT showed potential predictive value for immunotherapy response in CRC.
Conclusions:
- GGCT plays a significant role in colorectal cancer immune evasion.
- GGCT represents a promising therapeutic target and prognostic biomarker for CRC.
- Understanding GGCT's role can inform future CRC treatment strategies.
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