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.

PubMed

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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