Evidence map›Paper›PMID 40027181›Full record

ArticleInternational journal of medical sciences2025

Novel Insights into PGM2L1 as a Prognostic Biomarker in Cholangiocarcinoma: Implications for Metabolic Reprogramming and Tumor Microenvironment Modulation.

Guo-Wei Wu, Yi-Hsien Hsieh, Yi-Chung Chien, Li-Yuan Bai, Yung-Luen Yu

Abstract read
In one paragraph

Article in International journal of medical sciences, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

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

2 citing papers in PubMed.

  1. Review
  2. Review
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.

Guo-Wei WuGraduate Institute of Biomedical Sciences, China Medical University, Taichung 406040, Taiwan.
Yi-Hsien HsiehInstitute of Medicine, Chung Shan Medical University, Taichung 40201, Taiwan.
Yi-Chung ChienInstitute of Translational Medicine and New Drug Development, China Medical University, Taichung 406040, Taiwan.
Li-Yuan BaiDivision of Hematology and Oncology, China Medical University Hospital, Taichung, 404327, Taiwan.
Yung-Luen YuGraduate Institute of Biomedical Sciences, China Medical University, Taichung 406040, Taiwan.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cholangiocarcinoma (CCA) is a highly lethal malignancy and the most common adenocarcinoma of the hepatobiliary system. PGM2L1 belongs to the α-D-phosphohexomutase superfamily and functions as a glucose 1,6-bisphosphate (G16BP) synthase. There is growing evidence to provide an association its function to cancer metabolism and progression. However, the molecular mechanisms of PGM2L1 in CCA development remain lacking in evidence. In this study, we found that CCA patients with high PGM2L1 expression had the poorest prognosis. We identified two methylation sites (cg15214137 and cg03699633) within the PGM2L1 gene and their prognostic relevance. We further investigated the relationship between PGM2L1 expression and tumor-infiltrating immune cells, with a particular focus on neutrophils in CCA. Functional enrichment analyses further revealed that high PGM2L1 expression was associated with the Wnt signaling pathway, glycolytic metabolism, and the recruitment of neutrophils. Collectively, these findings suggest that PGM2L1 may serve as an independent prognostic biomarker and is closely linked to tumor immune infiltration and metabolic reprogramming in CCA.

Indexed as

Bile Duct NeoplasmsBiomarkers, TumorCholangiocarcinomaDNA MethylationFemaleGene Expression Regulation, NeoplasticHumansMaleMetabolic ReprogrammingMiddle AgedNeutrophilsPrognosisTumor MicroenvironmentWnt Signaling PathwayBiomarkers, Tumorcholangiocarcinomaglycolytic metabolismPGM2L1tumor-infiltrating immune cells

Identifiers

PMID40027181
PMCPMC11866533

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.