Evidence map›Paper›PMID 42445403›Full record

ArticleTranslational cancer research2026

Identification of telomere-related gene signatures for immune cell infiltration and prognosis in hepatocellular carcinoma.

Juntao Sun, Ye Gao, Ruotong Xu, Hao Fu, Xinyi Ying, An Yan, Sunbin Ling

Abstract read
In one paragraph

Article in Translational cancer 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.

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

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

7 authors.

Juntao SunZhejiang Provincial People's Hospital (Affiliated People's Hospital), School of Clinical Medicine, Hangzhou Medical College, Hangzhou, China.
Ye GaoZhejiang Provincial People's Hospital (Affiliated People's Hospital), School of Clinical Medicine, Hangzhou Medical College, Hangzhou, China.
Ruotong XuZhejiang Provincial People's Hospital (Affiliated People's Hospital), School of Clinical Medicine, Hangzhou Medical College, Hangzhou, China.
Hao FuZhejiang Provincial People's Hospital (Affiliated People's Hospital), School of Clinical Medicine, Hangzhou Medical College, Hangzhou, China.
Xinyi YingZhejiang Provincial People's Hospital (Affiliated People's Hospital), School of Clinical Medicine, Hangzhou Medical College, Hangzhou, China.
An YanZhejiang Provincial People's Hospital (Affiliated People's Hospital), School of Clinical Medicine, Hangzhou Medical College, Hangzhou, China.
Sunbin LingDepartment of General Surgery, Affiliated Wenzhou People's Hospital, Hangzhou Medical College, Wenzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Hepatocellular carcinoma (HCC) is a common malignancy with poor clinical outcomes. Telomere maintenance is crucial for tumor cell proliferation, yet the role of telomere-related genes (TRGs) in HCC prognosis remains unclear. This study aimed to identify TRG-based prognostic signatures and to evaluate their associations with immune cell infiltration and drug responsiveness in HCC. Methods: TRGs were analyzed for survival significance with The Cancer Genome Atlas (TCGA) and the Gene Expression Omnibus (GEO) database. A prognostic model was constructed using sequential statistical approaches. A nomogram incorporating clinical parameters was generated for patient survival estimation. Risk stratification classified HCC patients. Model accuracy was assessed by receiver operating characteristic (ROC) curves. Immune cell infiltration and drug responsiveness were compared across groups. Results: A seven-gene prognostic signature ( Conclusions: This study identified significant associations between DEGs and HCC prognosis, highlighting their potential as biomarkers. The findings suggest applications for prognostic scoring systems in clinical decision-making, therapeutic regimen selection and immunotherapy approaches for HCC patients.

Indexed as

Hepatocellular carcinoma (HCC)immune cell infiltrationprognostic modeltelomeretumor immune microenvironment

Identifiers

PMID42445403
PMCPMC13357085

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.