Evidence map›Paper›PMID 42694123›Full record

ArticleFrontiers in oncology2026

Integrated bulk and single-cell transcriptomics unveil the role of AHCY in cell cycle regulation of endometrial cancer.

Haiyang Zhang, Li Du, Wei Ren, Jingli Sun, Lipeng Pei, Yao Fu

Abstract read
In one paragraph

Article in Frontiers in oncology, 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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0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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.

Haiyang ZhangDepartment of Oncology and Hematology, Dongping County Peoples Hospital, Taian, China.
Li DuDepartment of Oncology and Hematology, Dongping County Peoples Hospital, Taian, China.
Wei RenDepartment of Obstetrics and Gynecology, General Hospital of Northern Theater Command, Shenyang, China.
Jingli SunDepartment of Obstetrics and Gynecology, General Hospital of Northern Theater Command, Shenyang, China.
Lipeng PeiDepartment of Obstetrics and Gynecology, General Hospital of Northern Theater Command, Shenyang, China.
Yao FuDepartment of Obstetrics and Gynecology, General Hospital of Northern Theater Command, Shenyang, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Although AHCY has been implicated in cancer progression, its specific role in endometrial cancer (EC) remains poorly understood. This study aimed to elucidate the oncogenic role of AHCY in EC and its association with patient prognosis. Methods: The study was initiated by analyzing AHCY expression, prognostic relevance, and immunotherapy associations across multiple cancers in TCGA Pan-Cancer project. The connection between AHCY expression and patient survival was then assessed through Kaplan-Meier survival analysis within EC datasets. Further investigations included functional annotation of AHCY, its correlation with the tumor immune microenvironment, and screening of potential targeting drugs. Single-cell RNA sequencing data were interrogated to identify key cell types associated with AHCY expression. Finally, experimental validation was conducted using clinical specimens and cell lines to examine AHCY expression, and functional consequences of AHCY knockdown-including effects on cell function, cell cycle, and apoptosis-were systematically assessed. Results: AHCY was associated with cancer prognosis, cell cycle, and response to immunotherapy, and was correlated with clinical stage and prognosis in EC. Pathways such as cell cycle and DNA replication were activated in the samples with high expression of AHCY. Most immune cells exhibit reduced infiltration in the AHCY high-expression group. Macrophages were selected as the key cell type, which exhibited a significant difference in AHCY expression between EC and control samples. The expression of AHCY was remarkably upregulated in clinical EC tissues or Ishikawa cells. AHCY knockdown exerted anti-tumor effects by concurrently impairing proliferative and metastatic capacities, enhancing apoptotic cell death, and arresting cell cycle. Folic acid, computationally identified as an AHCY-associated candidate, exerted a marked anti-proliferative effect on Ishikawa cells, demonstrating dose-dependent growth inhibition. Conclusion: AHCY is associated with patient prognosis and malignant phenotypes in EC, and macrophages represent a potentially relevant AHCY-expressing cell population within the tumor microenvironment. This study sheds light on EC pathogenesis and suggests potential for targeted therapy.

Indexed as

AHCYendometrial cancermacrophagesprognostic analysissingle-cell RNA sequencing analysis

Identifiers

PMID42694123
PMCPMC13538023

What Socratic holds

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Registered trials

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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 Socratic graph.