Evidence map›Paper›PMID 41447823›Full record

ArticleInternational dental journal2026

Crotonylation and the Risk of Head and Neck Cancer: Insights from a Two-Sample Mendelian Randomization Study.

Danya Zhang, Xinjian Zhang, Huiying Li, Anqi Liang, Yelei Liang, Zhiping Wang, Shanwei Shi, Yang Ge, Wenfeng Gao, Xinpeng Liu

Abstract read
In one paragraph

Article in International dental journal, 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

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

1 citing paper in PubMed.

  1. Article
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

10 authors.

Danya ZhangDepartment of Oral and Maxillofacial Surgery, Stomatological Hospital, School of Stomatology, Southern Medical University, 366 Jiangnan Boulevard, Haizhu District, Guangzhou, Guangdong, 510280, China.
Xinjian ZhangDepartment of Stomatology, Jiangxi Provincial Key Laboratory of Oral Diseases, The First Affiliated Hospital, Jiangxi Medical College, Nanchang University, Nanchang, Jiangxi, 330006, China.
Huiying LiSchool of Stomatology, Southern Medical University, Guangzhou, Guangdong, 510515, China.
Anqi LiangSchool of Stomatology, Southern Medical University, Guangzhou, Guangdong, 510515, China.
Yelei LiangSchool of Stomatology, Southern Medical University, Guangzhou, Guangdong, 510515, China.
Zhiping WangDepartment of Oral and Maxillofacial Surgery, Stomatological Hospital, School of Stomatology, Southern Medical University, 366 Jiangnan Boulevard, Haizhu District, Guangzhou, Guangdong, 510280, China.
Shanwei ShiDepartment of Oral and Maxillofacial Surgery, Stomatological Hospital, School of Stomatology, Southern Medical University, 366 Jiangnan Boulevard, Haizhu District, Guangzhou, Guangdong, 510280, China.
Yang GeDepartment of Comprehensive Emergency Medicine, Stomatological Hospital, School of Stomatology, Southern Medical University, 366 Jiangnan Boulevard, Haizhu District, Guangzhou, Guangdong, 510280, China.
Wenfeng GaoDepartment of Oral and Maxillofacial Surgery, Stomatological Hospital, School of Stomatology, Southern Medical University, 366 Jiangnan Boulevard, Haizhu District, Guangzhou, Guangdong, 510280, China. Electronic address: 399565@qq.com.
Xinpeng LiuDepartment of Oral and Maxillofacial Surgery, Stomatological Hospital, School of Stomatology, Southern Medical University, 366 Jiangnan Boulevard, Haizhu District, Guangzhou, Guangdong, 510280, China. Electronic address: liuxinpenglxp@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundHead and neck cancer (HNC) remains a major global health burden with limited improvement in survival. Crotonylation has been implicated in tumour biology, but its causal contribution to HNC risk is unclear.

methodsWe conducted a two-sample Mendelian randomization (MR) study using expression quantitative trait loci (eQTL)-instrumented expression of crotonylation-related genes. Differential expression was assessed in The Cancer Genome Atlas (TCGA). Mediation MR evaluated 1,400 metabolites and 731 immune-cell traits. Single-cell RNA sequencing (scRNA-seq) mapped cell type - specific expression, and quantitative PCR (qPCR) validated expression in tumour versus normal tissues.

resultsMR analysis identified that genetically predicted expression of Glutaryl-CoA Dehydrogenase (GCDH) and Acyl-CoA synthetase, short-chain family member 2 (ACSS2) were causally associated with an increased risk of HNC, and Double PHD fingers 2 (DPF2) and Histone deacetylase 7 (HDAC7) were found to have protective effects against HNC. Moreover, TCGA analysis confirmed a consistent association between GCDH and HNC risk. Mediation MR showed no significant metabolite mediators, although 16α-hydroxy DHEA 3-sulfate levels exhibited a borderline signal. In contrast, two immune-cell traits: CX3CR1 on CD14⁺CD16⁺ monocytes and CD8 on CD39⁺ CD8^br cells partially mediated the effect of GCDH on HNC. scRNA-seq demonstrated lineage-dependent expression of GCDH, and GCDH was enriched in malignant and stromal compartments, with qPCR confirming elevated GCDH expression in tumour samples compared with adjacent normal tissues.

conclusionThis study suggests a potential causal association between GCDH expression and increased HNC risk, partially mediated by immune-cell traits, pending further validation via colocalization and functional assays. Our findings highlight GCDH as a promising target for further mechanistic studies and potential therapeutic intervention in HNC. CLINICAL RELEVANCE: The identification of GCDH as a potential risk factor in HNC opens new avenues for targeted therapies, offering potential improvements in patient outcomes through precision medicine approaches.

Indexed as

Head and Neck NeoplasmsHumansMendelian Randomization AnalysisQuantitative Trait LociRisk FactorsCrotonylationHead and neck cancerMendelian randomization

Identifiers

PMID41447823
PMCPMC12797063

What Socratic holds

Textmetadata
LicenceCC BY-NC-ND
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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 Socratic graph.