Evidence map›Paper›PMID 40473751›Full record

ArticleScientific reports2025

Causal association between oral microbiota and oral cancer: a mendelian randomization study.

Zhu Wu, Qiu Peng, Zongyao Ren, Xuemeng Xu, Xianjie Jiang, Wenjuan Yang, Yaqian Han, Linda Oyang, Jinguan Lin, Mingjing Peng and 4 more

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 12 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
12citing papers in PubMed, 1 pooled it
–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

12 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Review
  4. Article
  5. Review
  6. The role ofFrontiers in oral health · 2026
    Review
  7. Article
  8. Article
  9. Article
  10. Review
  11. Article
  12. 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

14 authors.

Zhu Wu *Hunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Qiu Peng *Hunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Zongyao RenHunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Xuemeng XuHunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Xianjie JiangHunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Wenjuan YangHunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Yaqian HanHunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Linda OyangHunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Jinguan LinHunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Mingjing PengHunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Nayiyuan WuHunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Yanyan TangHunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China.
Qianjin LiaoDepartment of Oncology, Hunan Provincial People's Hospital, The First Affiliated Hospital of Hunan Normal University, Changsha, 410005, Hunan, P. R. China. march-on@126.com.
Yujuan ZhouHunan Key Laboratory of Cancer Metabolism, Hunan Cancer Hospital and the Affiliated Cancer Hospital of Xiangya School of Medicine, Central South University, Changsha, 410013, Hunan, China. yujany_zhou@163.com.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Many studies have reported an association between oral microbiota and oral cancer (OC). Yet, the causal relationship between oral microbiota and OC remains undetermined. This Mendelian randomization (MR) study utilized the most recent genome-wide association study of oral microbiota from the ADDITION-PRO study (n = 610, European ancestry), along with the summary statistics for OC from the UK Biobank consortium (643 cases and 406,821 controls, European ancestry). Instrumental variables were selected at P < 1 × 10⁻⁵, clumped for linkage disequilibrium (R² < 0.001, window size = 10,000 kb), filtered for minor allele frequency > 0.01, and F-statistic > 10 to ensure instrument strength. Inverse variance weighted, weighted model, MR-Egger, maximum likelihood, MR-PRESSO, and weighted median were used to assess the causal association between oral microbiota and OC. Reverse MR analysis was conducted on microbes causally linked to OC in the forward MR analysis. In inverse variance weighted estimates, Prevotella had a protective effect on OC (OR = 0.89, 95% CI: 0.81-0.99, P = 0.03), while Veillonella exhibited a deleterious effect on OC (OR = 1.14, 95% CI: 1.01-1.31, P = 0.04). Reverse MR analysis indicated no significant causal effect of OC on oral microbiota. In addition, instrumental variables did not show significant heterogeneity or horizontal pleiotropy. Our findings suggest that Prevotella and Veillonella were causally linked to OC. Further randomized controlled trials are necessary to elucidate the impact of oral microbiota on OC and their underlying mechanism.

Indexed as

Mendelian Randomization AnalysisMicrobiotaMouthMouth NeoplasmsGenome-Wide Association StudyHumansLinkage DisequilibriumPolymorphism, Single NucleotideCausal inferenceMendelian randomization analysisMouth neoplasmsOral microbiota

Identifiers

PMID40473751
PMCPMC12141564

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.