Single-cell transcriptomic and immune microenvironment analyses reveal a TIMP1-associated OLFM4⁺ tumor epithelial program linked to colorectal cancer progression and immune evasion
BACKGROUND: Colorectal cancer (CRC) is characterized by marked epithelial heterogeneity and dynamic tumor-microenvironment interactions. However, epithelial states associated with progression across the normal-adenoma-carcinoma sequence remain incompletely defined. METHODS: Single-cell RNA sequencing data from normal colorectal mucosa, adenoma, and tumor tissues were analyzed using inferCNV, Monocle, Slingshot, CytoTRACE, CellChat, and SCENIC. An OLFM4⁺ tumor cell risk score (OTRS) was constructed using Cox and LASSO regression, and TIMP1 function was evaluated in vitro. RESULTS: Eight major cell types and nine tumor epithelial subtypes were identified. C3 OLFM4⁺ cells showed elevated transcriptional activity, stemness, metabolic activity, and greater representation in carcinoma than adenoma tissues. Trajectory analyses positioned these cells in an early-to-intermediate transitional state. CellChat predicted prominent fibroblast-C3 OLFM4⁺ interactions, including a putative WNT2B-FZD/LRP axis, while SCENIC identified XBP1, NFIA, PPARG, HDAC2, and UBE2K as subtype-associated regulators. The C3 OLFM4⁺-derived OTRS stratified prognosis; high OTRS was associated with poorer survival, macrophage-enriched infiltration, higher stromal, immune, and TIDE scores, and differential predicted drug sensitivity. TIMP1 knockdown suppressed malignant behaviors in CRC cells. CONCLUSION: C3 OLFM4⁺ cells represent a stem-like, metabolically active tumor epithelial state associated with CRC progression, fibroblast-derived WNT signaling, immune-evasion-related features, and unfavorable prognosis. The OTRS model may support prognostic and therapeutic assessment, while TIMP1 contributes to malignant CRC cell behavior.
Authors
- Lei Sun (ORCID: https://orcid.org/0000-0002-5640-937X)
- Yang Zhao (ORCID: https://orcid.org/0000-0001-6984-1770)
- Li W
- Xinyu Wu
- Xi Cui
- Rui Leng (ORCID: https://orcid.org/0009-0005-0914-2309)
- Haimin Jin
- Jiang Lin
Institutions
- Zhejiang Chinese Medical University (CN)
- Hubei University of Medicine (CN)
- Shandong University of Traditional Chinese Medicine (CN)
- Capital Medical University (CN)
- Shanghai University of Traditional Chinese Medicine (CN)
- Longhua Hospital Shanghai University of Traditional Chinese Medicine (CN)
- Hubei University of Arts and Science (CN)
- Hangzhou Hospital of Traditional Chinese Medicine (CN)
- Beijing Hospital of Traditional Chinese Medicine (CN)
- Xiang Yang No.1 People's Hospital (CN)
Publication Details
- Journal
- Translational Oncology
- Published
- 2026-10-16
- DOI
- https://doi.org/10.1016/j.tranon.2026.103066
- Primary Topic
- Single-cell and spatial transcriptomics
- Type
- article
- Field-Weighted Citation Impact
- 0.00
Funders
- Shanghai Hospital Development Center
- Shanghai Pudong New Area Health Commission