Evidence map›Paper›PMID 42164144›Full record

ArticleFrontiers in medicine2026

Folate metabolism-based risk stratification identifies CYP27B1 as a determinant of tumor progression in HNSCC.

Kai Zhang, Bingya Liu, Haixia Hu

Abstract read
In one paragraph

Article in Frontiers in medicine, 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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0cells of the map it votes in
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

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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

3 authors.

Kai ZhangDepartment of General Surgery, Shanghai Institute of Digestive Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Bingya LiuDepartment of General Surgery, Shanghai Institute of Digestive Surgery, Shanghai Key Laboratory of Gastric Neoplasms, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.
Haixia HuDepartment of Otolaryngology & Head and Neck Surgery, Ruijin Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Head and neck squamous cell carcinoma (HNSCC) is characterized by frequent recurrence and poor survival, highlighting the need for reliable biomarkers for risk stratification and therapeutic guidance. Folate-mediated one-carbon metabolism has been linked to tumor development; however, its prognostic and immunological relevance in HNSCC remains unclear. Using The Cancer Genome Atlas (TCGA) transcriptomic data, we developed and validated a folate metabolism-related gene signature (FMRG_score). An 11-gene model constructed by least absolute shrinkage and selection operator (LASSO) and multivariate Cox regression effectively stratified patients into distinct survival groups and served as an independent prognostic factor. A nomogram integrating FMRG_score with clinical variables demonstrated favorable predictive performance. Functional enrichment analyses revealed activation of oncogenic pathways in high-risk tumors. Immune deconvolution indicated that elevated FMRG_score was associated with reduced anti-tumor immune infiltration, increased macrophage-related signals, and an immunosuppressive tumor microenvironment. Drug response prediction suggested higher estimated IC

Indexed as

chemotherapyfolate metabolismHNSCCprognostic biomarkertumor microenvironment

Identifiers

PMID42164144
PMCPMC13183860

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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 OpenQuestion graph.