Evidence map›Paper›PMID 41473698›Full record

ArticleOncology letters2026

A prognostic model for human papillomavirus-negative head and neck squamous cell carcinoma based on a novel ferroptosis-related gene signature: Development, validation and elucidation of its relationship with the immune microenvironment.

Jiao Li, Nurhayu Ab Rahman, Suharni Mohamad, Guang Yang

Abstract read
In one paragraph

Article in Oncology letters, 2026. 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

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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

1 citing paper in PubMed.

  1. 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

4 authors.

Jiao LiDepartment of Pathology, Heping Hospital Affiliated to Changzhi Medical College, Changzhi, Shanxi 046000, P.R. China.
Nurhayu Ab RahmanOral Medicine and Oral Pathology Unit, School of Dental Sciences, Universiti Sains Malaysia Health Campus, 16150 Kota Bharu, Kelantan, Malaysia.
Suharni MohamadBasic Science Unit, School of Dental Sciences, Universiti Sains Malaysia Health Campus, 16150 Kota Bharu, Kelantan, Malaysia.
Guang YangDepartment of General Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai 200000, P.R. China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Head and neck squamous cell carcinoma (HNSCC) can be categorized as human papillomavirus (HPV)-positive or -negative. The present study explored the potential prognostic value of ferroptosis-related genes (FRGs) and their impact on the tumor immune microenvironment in HPV-negative HNSCC compared with HPV-positive HNSCC, based on data from The Cancer Genome Atlas online database. The bioinformatics analysis results were then verified through cell culture and histological analyses. The prognostic model was developed by evaluating the correlations between prognostic value and the expression of FRGs in HPV-negative HNSCC. This was based on differential analysis of data from The Cancer Genome Atlas between the HPV-negative and -positive patient subgroups. The relationships of the identified hub FRGs with immune cell infiltration were determined by CIBERSORT R scripts for the HPV-negative subgroup. Tribbles pseudokinase 3 (TRIB3) expression in both HPV-negative and -positive HNSCC cells was verified by reverse transcription-quantitative polymerase chain reaction, western blotting and immunohistochemistry. The role of TRIB3 in mediating ferroptosis in both HPV-positive and -negative cells was validated by transmission electron microscopy and intracellular Fe

Indexed as

ferroptosishead and neck squamous cell carcinomahuman papillomavirus-negativeimmune infiltrationprognostic modelThe Cancer Genome Atlas

Identifiers

PMID41473698
PMCPMC12746546

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