Evidence map›Paper›PMID 40604056›Full record

ArticleScientific reports2025

Single cell RNA sequencing to identify an Immunogenic cell death related prognostic signature in intrahepatic cholangiocarcinoma.

Bowen Sha, Fei Tong, Qinghua Shu, Miao Wu, Liang Zhao, Yufeng Zhang

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.

0numbers the graph read from it
0cells of the map it votes in
3citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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

The trial behind it

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Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

3 citing papers in PubMed.

  1. Review
  2. Spatiotemporal dynamics of adoptively transferred stem-like CD8bioRxiv : the preprint server for biology · 2026
    Article
  3. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Bowen ShaDepartment of Hepatopancreatobiliary Surgery, The Second Hospital of Nanjing, Affiliated to Nanjing University of Chinese Medicine, Nanjing, 210003, Jiangsu, China.
Fei TongDepartment of Hepatobiliary Surgery, The Affiliated Hospital of Yangzhou University, Yangzhou, 225200, Jiangsu Province, China.
Qinghua ShuDepartment of Hepatopancreatobiliary Surgery, The Second Hospital of Nanjing, Affiliated to Nanjing University of Chinese Medicine, Nanjing, 210003, Jiangsu, China.
Miao WuDepartment of Hepatopancreatobiliary Surgery, The Second Hospital of Nanjing, Affiliated to Nanjing University of Chinese Medicine, Nanjing, 210003, Jiangsu, China.
Liang ZhaoDepartment of Hepatopancreatobiliary Surgery, The Second Hospital of Nanjing, Affiliated to Nanjing University of Chinese Medicine, Nanjing, 210003, Jiangsu, China.
Yufeng ZhangDepartment of Hepatopancreatobiliary Surgery, The Second Hospital of Nanjing, Affiliated to Nanjing University of Chinese Medicine, Nanjing, 210003, Jiangsu, China. zhangyufeng0813@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Immunogenic cell death (ICD) is crucial for cancer development and enhances the effectiveness of immunotherapy by triggering an adaptive immune response. However, the impact of ICD-related genes (ICDRGs) on iCCA progression and patient prognosis remains unclear. iCCA samples from The Cancer Genome Atlas (TCGA) were categorized into two ICD-associated subtypes by consensus clustering, and patient prognosis in these subgroups was assessed. Single-cell RNA sequencing was conducted on viable cells from 8 iCCA patients to understand their transcriptomic profiles, heterogeneity, and immune microenvironment. Principal component analysis (PCA) and uniform manifold approximation and projection (UMAP) analysis were applied to identified 13 cell subpopulations. The gene set enrichment analysis (GSEA) was used to investigate pathway heterogeneity among these subpopulations. CellChat was employed for intercellular communication analysis. Pseudotime trajectory analyses with CytoTRACE and Monocle2 were used to explore differentiation trajectories and functional differences across various states. 30,485 single cells from human iCCA and normal tissues were sequenced, revealing two ICD-associated subtypes. The ICD-low subtype correlates with better clinical outcomes, whereas the ICD-high subtype is linked to increased immune cell infiltration and immune response signaling activity. Distinct biological functions and metabolic characteristics were observed in iCCA between high- and low-ICD groups. High infiltration of ICD-low subtype in iCCA is associated with poor prognosis, potentially through the ANXA-FPR pathway affecting macrophage proliferation and differentiation. Our study constructed an immunogenic cell death-related signature that can promise prognosis prediction and personalized medicine in iCCA. This finding might help guide clinicians for iCCA patients.

Indexed as

Bile Duct NeoplasmsCholangiocarcinomaImmunogenic Cell DeathSingle-Cell AnalysisBiomarkers, TumorFemaleGene Expression ProfilingGene Expression Regulation, NeoplasticHumansMaleMiddle AgedPrognosisSequence Analysis, RNATranscriptomeTumor MicroenvironmentBiomarkers, TumorImmunogenic cell deathIntrahepatic cholangiocarcinomaPrognostic biomarkerSingle-cell RNA sequencingTumor microenvironment

Identifiers

PMID40604056
PMCPMC12223085

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.