# Integrative Multiomics Nominate GGCT as a Crucial Regulator of Immunosuppression in Colorectal Cancer

**Authors:** Qichao Niu, Yang Liu, Kejin Huang, Lisheng Nie, Shiming Zhao, Shifeng Yang, Changlei Su

PMC · DOI: 10.1155/ijog/7013449 · International Journal of Genomics · 2026-01-21

## TL;DR

This study identifies GGCT as a key gene involved in immune evasion in colorectal cancer, suggesting it could be a new target for treatment.

## Contribution

The study introduces GGCT as a novel prognostic biomarker and potential therapeutic target for immunosuppression in CRC.

## Key findings

- GGCT is associated with poor survival in colorectal cancer patients.
- GGCT correlates with immunosuppressive tumor microenvironment features.
- GGCT shows potential as a predictor of immunotherapy response.

## 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.

## Linked entities

- **Genes:** GGCT (gamma-glutamylcyclotransferase) [NCBI Gene 79017]
- **Diseases:** colorectal cancer (MONDO:0005575)

## Full-text entities

- **Genes:** GGCT (gamma-glutamylcyclotransferase) [NCBI Gene 79017] {aka C7orf24, CRF21, GCTG, GGC}
- **Diseases:** CRC (MESH:D015179), cancer (MESH:D009369)

## Full text

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## Figures

3 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12820795/full.md

## References

33 references — full list in the complete paper: https://tomesphere.com/paper/PMC12820795/full.md

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Source: https://tomesphere.com/paper/PMC12820795