Evidence map›Paper›PMID 40104739›Full record

ArticleTranslational cancer research2025

Role of cancer stem cell heterogeneity in intrahepatic cholangiocarcinoma.

Yiwang Zhang, Juping Xie, Xiangqi Huang, Jintian Gao, Zhiyong Xiong

Abstract read
In one paragraph

Article in Translational cancer research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing 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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3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. 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

5 authors.

Yiwang Zhang *Department of Pathology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Juping Xie *Department of General Surgery, the Seventh Affiliated Hospital of Sun Yat-sen University, Shenzhen, China.
Xiangqi Huang *Department of Pathology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Jintian GaoDepartment of Pathology, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Zhiyong XiongDepartment of Hepatobiliary, Pancreatic, and Splenic Surgery, the Third Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Intrahepatic cholangiocarcinoma (ICC) is a highly invasive bile duct cancer with poor prognosis due to frequent recurrence and limited effective treatments. Cancer stem cells (CSCs) contribute to ICC's therapeutic resistance and recurrence, driven by distinct cellular subpopulations with variable tumorigenic properties. Recent advances in single-cell RNA sequencing (scRNA-seq) have enabled a deeper exploration of cellular heterogeneity in tumors, offering insights into unique CSC subgroups that impact ICC progression and patient outcomes. This study aimed to investigate the effect of CSC heterogeneity on the prognosis of ICC. Methods: The scRNA-seq dataset GSE142784 was retrieved from the Gene Expression Omnibus (GEO) database, and Bulk RNA-seq data were obtained from The Cancer Genome Atlas (TCGA) databases. Hallmarks and AUCell R package were adopted for analyzing the signaling pathway activity, CellChat for observing cell communication between subgroups, and SCENIC for analyzing transcription factors expression. The immune cell infiltration and drug sensitivity of the model were analyzed using the CIBERSORT algorithm and the "pRRophetic" R packages, respectively. And immunohistochemistry (IHC) tests were used to evaluate expression of transcription factors in ICC patients. Results: Based on scRNA-seq data, five clusters (DLK Conclusions: Configuring the subgroup of ICC is helpful for predicting the prognosis and drug resistance in ICC and can provide new strategies for cancer treatment.

Indexed as

cancer stem cell heterogeneity (CSC heterogeneity)Intrahepatic cholangiocarcinoma (ICC)poor prognosistherapeutic target

Identifiers

PMID40104739
PMCPMC11912081

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