Evidence map›Paper›PMID 42312092›Full record

ArticleJournal of inflammation research2026

Identification of Immune-Related Genes in Predicting the Progression of Colitis-Associated Colorectal Cancer: An Integrated Bioinformatics and Experimental Validation Study.

Chunhua Chi, Congcong Liu, Benjun Wang, Weiwei Han, Yunjie Zhang, Jian Chen, Shanyu Gao

Abstract read
In one paragraph

Article in Journal of inflammation research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Chunhua ChiThe First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, Shandong, 250011, People's Republic of China.
Congcong LiuDepartment of Anorectal Surgery, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, 250011, People's Republic of China.ORCID 0000-0003-2360-2373
Benjun WangDepartment of Anorectal Surgery, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, 250011, People's Republic of China.
Weiwei HanDepartment of Anorectal Surgery, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, 250011, People's Republic of China.
Yunjie ZhangDepartment of Gastrointestinal and Hernia Surgery, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, 250011, People's Republic of China.
Jian ChenDepartment of Emergency Surgery, Jinan Changqing District People's Hospital, Jinan, Shandong, 250300, People's Republic of China.ORCID 0009-0004-2422-7944
Shanyu GaoDepartment of Anorectal Surgery, The Affiliated Hospital of Shandong University of Traditional Chinese Medicine, Jinan, Shandong, 250011, People's Republic of China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Purpose: Immune infiltration plays an important role in the pathogenesis of both ulcerative colitis (UC) and colorectal cancer (CRC). Our aim is to explore the significance of immune cell-related genes in colitis-associated colorectal cancer (CAC). Methods: Datasets related to UC and CRC were sourced from public databases. Key immune cell-related CAC genes (IC-CACs) were obtained by using WGCNA, differential expression and elastic net logistic regression analyses. Their diagnostic performance was assessed via ROC curves. Single-cell RNA sequencing (scRNA-seq) data were analyzed using the AUCell algorithm. Prognostic signatures were developed from differentially expressed genes between AUCell score-high and -low groups using Cox and LASSO regression. Moreover, the expressions of IC-CACGs were examined by RT-qPCR using clinical samples. Results: We obtained 13 key IC-CACGs correlated with neutrophils and dendritic cells. ROC curves revealed that key IC-CACGs had the good ability to distinguish UC or CRC patients from controls. scRNA-seq analysis revealed enrichment of interferon response, inflammation, and PI3K-Akt-mTOR signaling in AUCell scorehigh groups, while glycolysis and EMT were enriched in scorelow groups. A 20-gene prognostic signature was constructed and validated, with low-risk patients showing better overall survival. Key IC-CACGs correlated strongly with prognostic genes, and high-risk patients exhibited higher TIDE scores, suggesting poorer immunotherapy response. Conclusion: Our results provide the evidence for the promising role of immune cell-related genes in the development of CAC and new ideas for CAC prevention and treatment.

Indexed as

colorectal cancerimmune cell infiltrationprognosissingle-cellulcerative colitis

Identifiers

PMID42312092
PMCPMC13269035

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