Evidence mapPaperPMID 42533613Full record

Observational studyJournal of global health2026

Genome-wide association study identifies toll-like receptor four protein-mediated metabolic remodelling affecting gout pathogenesis.

Yutong Li, Zhaofeng Yi, Xuan Dong, Ruixu Sun, Liangmeng Gao, Yuanning Zheng, Hongwei Liu

Abstract readObservational Study
In one paragraph

Observational study in Journal of global health, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

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

7 authors.

Yutong Li
Zhaofeng Yi
Xuan Dong
Ruixu Sun
Liangmeng Gao
Yuanning Zheng
Hongwei Liu

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Obesity is a major risk factor for gout, but the biological mechanisms linking adiposity to crystal-driven inflammation remain largely unknown. Identifying genetic mediators of this relationship is crucial for developing targeted therapies. Methods: We conducted an integrative multi-omics study anchored by observational analysis of 9,700 adults from the National Health and Nutrition Examination Survey and focused on genetic causal inference using two-sample Mendelian randomisation (MR) with summary-level genome-wide association data, followed by systematic screening of druggable gene loci and multi-layered validation. Key candidates were validated through Bayesian colocalisation, protein-protein interaction network analysis, linkage disequilibrium score regression, and multivariable MR. Results: Both observational and MR analyses confirmed a positive dose-dependent relationship between body mass index and gout (odds ratio = 1.97; 95% confidence interval = 1.41, 2.75). Among 113 screened druggable genes, toll-like receptor 4 (TLR4) emerged as a genetically supported candidate mediator, with colocalisation indicating shared causal variants for both traits (posterior probability >0.75). Network analysis positioned TLR4 as a central hub in innate immune and metabolic inflammatory pathways, and multivariable MR indicated a BMI-independent effect of TLR4 on gout risk (β = 0.23, P = 0.011). Conclusions: This study provides human genetic evidence identifying TLR4 as a candidate mediator at the interface of obesity and gout. The findings highlight the importance of metabolic-immune crosstalk in gout pathogenesis and suggest TLR4 as a potential therapeutic target, warranting further functional validation.

Indexed as

Genome-Wide Association StudyGoutObesityToll-Like Receptor 4AdultBody Mass IndexFemaleGenetic Predisposition to DiseaseHumansMaleMendelian Randomization AnalysisMiddle AgedNutrition SurveysRisk FactorsTLR4 protein, humanToll-Like Receptor 4body mass indexgoutMendelian randomisationNHANESobservational studytoll-like receptor 4

Identifiers

PMID42533613
PMCPMC13424746

What Socratic holds

Textmetadata
LicenceCC BY
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 Socratic graph.