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.

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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

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article

Single-cell transcriptomic and immune microenvironment analyses reveal a TIMP1-associated OLFM4⁺ tumor epithelial program linked to colorectal cancer progression and immune evasion

Lei Sun, Yang Zhao, Li W, Xinyu Wu et al.
Translational Oncology
Single-cell and spatial transcriptomics
article

Single-cell transcriptomic and immune microenvironment analyses reveal a TIMP1-associated OLFM4⁺ tumor epithelial program linked to colorectal cancer progression and immune evasion

Lei Sun, Yang Zhao, Li W, Xinyu Wu, Xi Cui, Rui Leng, Haimin Jin, Jiang Lin
article en

Abstract

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.

Translational OncologyVol. 74
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)
Shanghai Hospital Development Center, Shanghai Pudong New Area Health Commission
Good health and well-being
Openalex Percentile: Top 24%
Single-cell and spatial transcriptomics
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