# Single-cell sequencing reveals dysregulated cell type perturbations and critical mediator communication remodelling in colorectal cancer

**Authors:** Chengyuan Xu, Siqi Zhang, Zhouyu Zhang, Luoqiu Zhang, Bin Sun, Zicheng Yu, Hailong Liu

PMC · DOI: 10.3389/fimmu.2025.1557564 · Frontiers in Immunology · 2025-06-05

## TL;DR

This study uses single-cell sequencing to uncover cell type changes and communication in colorectal cancer, identifying key subpopulations and biomarkers that could guide new treatments.

## Contribution

The study identifies novel cell subpopulations and signaling pathways in CRC, including a prognostic model and the role of TUBB in tumor progression.

## Key findings

- A distinct epithelial subpopulation promotes tumor progression through resistance to apoptosis and extracellular matrix remodeling.
- ActMono, a terminal state of myeloid cells, is enriched in tumors and associated with disease progression.
- Galectin signaling is highlighted as a key pathway in immune regulation within the tumor microenvironment.

## Abstract

The heterogeneity of colorectal cancer (CRC) and its complex immune microenvironment pose significant challenges for treatment. Understanding the cellular composition and dynamic changes is essential for uncovering mechanisms of tumour progression.

To investigate the cellular heterogeneity and immune microenvironment of CRC, identifying critical subpopulations, functional pathways, and prognostic biomarkers, single-cell transcriptomic data from 41 CRC samples across four datasets were integrated. Bioinformatic analyses identified cellular subpopulations, cell communication networks, and prognostic biomarkers. The expression patterns, clinical significance and biological function of TUBB were validated in vitro.

A distinct epithelial subpopulation with proliferative and invasive features was identified, promoting tumour progression by resisting apoptosis and remodelling the extracellular matrix. ActMono, a terminal state of myeloid cells, was enriched in tumours and linked to disease progression. Cell communication analysis highlighted galectin signalling in immune regulation. A prognostic model (CRS) based on secretory immune cell-related genes identified TUBB as a key molecule influencing the cell cycle and extracellular matrix remodelling, with its expression patterns, clinical significance and biological effects validated in vitro.

This study reveals critical subpopulations, signalling pathways, and biomarkers in CRC, providing insights into tumour progression and potential therapeutic strategies.

## Linked entities

- **Genes:** TUBB (tubulin beta class I) [NCBI Gene 203068]
- **Diseases:** colorectal cancer (MONDO:0005575), CRC (MONDO:0005575)

## Full-text entities

- **Genes:** TUBB (tubulin beta class I) [NCBI Gene 203068] {aka CDCBM6, CSCSC1, M40, OK/SW-cl.56, TUBB1, TUBB5}
- **Diseases:** tumour (MESH:D009369), CRC (MESH:D015179), CRS (MESH:D003398)

## Full text

_Full body text omitted from this summary view._ Fetch the complete paper as Markdown: https://tomesphere.com/paper/PMC12176898/full.md

## Figures

10 figures with captions in the complete paper: https://tomesphere.com/paper/PMC12176898/full.md

## References

63 references — full list in the complete paper: https://tomesphere.com/paper/PMC12176898/full.md

---
Source: https://tomesphere.com/paper/PMC12176898