Evidence mapPaperPMID 38962452Full record

ArticleFrontiers in genetics2024

Bridging the gap: exploring the causal relationship between metformin and tumors.

Zexin Zhang, Wenfeng Wu, Zexia Wu, Yihan He, Xuesong Chang, Shenyuan Deng, Rui Zhou, Yadong Chen, Haibo Zhang

Abstract read
In one paragraph

Article in Frontiers in genetics, 2024. 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

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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. 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

9 authors.

Zexin ZhangThe Second Clinical School of Guangzhou University of Chinese Medicine, Guangzhou, China.
Wenfeng WuThe Second Clinical School of Guangzhou University of Chinese Medicine, Guangzhou, China.
Zexia WuThe Second Clinical School of Guangzhou University of Chinese Medicine, Guangzhou, China.
Yihan HeThe Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Xuesong ChangThe Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Shenyuan DengThe Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Rui ZhouThe Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Yadong ChenThe Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.
Haibo ZhangThe Second Affiliated Hospital of Guangzhou University of Chinese Medicine, Guangzhou, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Objective: Numerous studies have reported that metformin can reduce the risk of tumor development. However, some of the results of these studies are conflicting, necessitating a more reliable evaluation. Methods: We conducted a Mendelian randomization phenome-wide association study (MR-PheWAS) of tumors to explore the causal relationship between metformin and tumors. Two cohorts of patients taking metformin were obtained from the UK Biobank. Complete phenotype data of the tumors were obtained from FinnGen_R10. We elucidated the causal relationship using a two-sample Mendelian randomization (MR) analysis. More importantly, we conducted a meta-analysis to ensure relatively unbiased results. In the MR analysis, we used the inverse-variance weighted (IVW) method as the main outcome indicator. Subsequently, two cohorts were integrated for the meta-analysis. Finally, we investigated the mechanisms through mediational MR analysis. Results: MR analysis revealed that metformin might have a causal relationship with 13 tumor-associated phenotypes in the training cohort. Four phenotypes were validated in the testing cohort. In the training and testing cohorts, metformin exhibited a protective effect against brain meningiomas and malignant neoplasms of the breast (HER-positive), oral cavity, tonsils, and the base of the tongue. Intriguingly, after integrating the results of the two cohorts for the meta-analysis, 12 results were statistically significant. Mediational MR analysis suggested that the effects of metformin on brain meningiomas may be weakened by the presence of the family Oxalobacteraceae. Conclusion: Metformin exhibits potential preventive and therapeutic effects on four types of tumors: brain meningioma, malignant neoplasms of the breast (HER-positive), oral cavity and tonsils, and the base of the tongue. Large randomized controlled trials are required to confirm these findings.

Indexed as

causal relationshipmeta-analysismetforminphenome-wide Mendelian randomizationtumors

Identifiers

PMID38962452
PMCPMC11220117

What Socratic holds

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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 Socratic graph.