Gene expression profile in colon cancer therapeutic resistance and its relationship with the tumor microenvironment

Priscila Galvão Doria1,2, Gisele Vieira Rocha1,3, Vanessa Dybal Bertoni1,2

  • 1Gonçalo Moniz Institute, Oswaldo Cruz Foundation (IGM- FIOCRUZ/BA), Salvador, Brazil.

Frontiers in Bioinformatics
|November 14, 2025
PubMed
Abstract

Insights

This study identified a colon cancer gene signature linked to treatment resistance and poor survival. These genes, associated with neuronal pathways and immune cells like macrophages, may serve as future biomarkers for therapeutic resistance.

Area of Science:

  • Oncology
  • Genomics
  • Immunology

Background:

  • Colon cancer exhibits heterogeneity, with limited chemotherapeutic options and frequent metastasis.
  • Therapeutic resistance is a major challenge, driving disease progression and treatment failure.
  • The tumor microenvironment significantly influences colon cancer progression and resistance mechanisms.

Purpose of the Study:

  • To identify a gene expression signature in colon cancer.
  • To investigate the relationship between this signature and immune cell infiltration.
  • To discover potential biomarkers for therapeutic resistance in colon cancer.

Main Methods:

  • Utilized RNA-seq data from The Cancer Genome Atlas Program (TCGA).
  • Employed bioinformatics tools including Limma, WGCNA, CIBERSORT, and TIMER.
  • Analyzed data based on treatment resistance and molecular subgroups (CMS1-4).

Main Results:

  • Identified 20 differentially expressed genes (DEGs), with 18 linked to treatment resistance and poorer survival.
  • Found increased infiltration of T CD4 memory resting cells and M0/M2 macrophages correlated with resistance DEGs.
  • Observed correlations between DEGs and neuronal differentiation, axogenesis, and synaptic transmission pathways.

Conclusions:

  • A gene expression signature involving synaptic membrane genes may influence the tumor microenvironment.
  • These DEGs, potentially linked to neuronal pathways, could serve as future colon cancer biomarkers.
  • The interplay of M0/M2 macrophages and T CD4 memory resting cells may contribute to therapeutic resistance.

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