Evidence map›Paper›PMID 41885234›Full record

ArticleInternational journal of immunopathology and pharmacology

Mendelian randomization implicates circulating plasma proteins in gout risk and identifies candidate therapeutic targets.

Han Zhang, Zixian Dang, Pixue Yu, GuanHong Chen, Yingze Zhang, Tianrui Wang, Tengbo Yu, Yongtao Zhang, Zhen Shang

Abstract read
In one paragraph

Article in International journal of immunopathology and pharmacology. 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

9 authors.

Han ZhangDepartment of Orthopedics, Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.ORCID 0009-0006-5689-9977
Zixian DangDepartment of Orthopedics, Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
Pixue YuDepartment of Orthopedics, Qingdao Eighth People's Hospital, Qingdao, Shandong, China.
GuanHong ChenDepartment of Orthopedics, Shanxian Central Hospital, Heze, Shandong, China.
Yingze ZhangDepartment of Orthopedics, Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
Tianrui WangDepartment of Orthopedics, Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.
Tengbo YuDepartment of Orthopedics, Qingdao Municipal Hospital, Qingdao, Shandong, China.
Yongtao ZhangDepartment of Orthopedics, Affiliated Hospital of Qingdao University, Qingdao, Shandong, China.ORCID 0000-0002-7537-9727
Zhen ShangDepartment of Orthopedics, Weifang People's Hospital, Weifang, Shandong, China.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

objectiveTo explore whether circulating plasma proteins have potential causal effects on gout risk by integrating genome-wide association study (GWAS) data with protein quantitative trait loci (pQTL) information, aiming to identify candidate proteins and pathways for therapeutic targeting.

introductionDespite advances in gout pathophysiology, personalized therapies and validated drug targets remain limited. We conducted an exploratory Mendelian randomization (MR) analysis to assess whether circulating plasma proteins show evidence consistent with potential causal effects on gout risk, integrating GWAS with pQTL data to prioritize proteins and pathways for follow-up.

methodsWe applied an integrated genetics framework combining proteome-wide MR, reverse MR, Bayesian colocalization, and sensitivity analyses. Plasma pQTL datasets were obtained from Zheng et al. and deCODE Genetics; gout GWAS were from UK Biobank and the FinnGen R12 study. Primary inference used inverse-variance weighting (IVW) with MR-Egger and complementary sensitivity tests. Colocalization used Bayesian methods; reverse MR evaluated potential reverse causation. Where available, findings were checked in external datasets. Analyses followed STROBE-MR guidance and were implemented in R with standard MR/colocalization packages.

resultsFive circulating proteins (FN1, PLAU, CPQ, SPOCK2, and FAM213A) met the predefined discovery threshold. Reverse Mendelian randomization provided no evidence supporting reverse causality from gout to protein levels, while Steiger directionality tests supported the protein-to-gout causal orientation. Bayesian colocalization indicated moderate to strong evidence of shared genetic signals for PLAU, FAM213A, and FN1, whereas the evidence for CPQ and SPOCK2 was comparatively weak. In the independent replication analysis, genetically predicted higher levels of PLAU and CPQ were directionally associated with an increased risk of gout, while higher FN1 levels showed a consistent protective association. Nevertheless, effect estimates and precision varied across datasets, and the overall findings should be interpreted as exploratory rather than confirmatory.

conclusionThis exploratory, assumption-dependent MR work nominates five circulating proteins as hypothesis-generating candidates for gout risk and potential therapeutic targeting. Given method assumptions and cross-dataset heterogeneity, functional validation and independent replication are required to clarify mechanisms, confirm targetability, and assess translational relevance.

Indexed as

Blood ProteinsGoutBayes TheoremGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMendelian Randomization AnalysisPolymorphism, Single NucleotideQuantitative Trait LociRisk FactorsBlood Proteinscausal linkcirculating plasma proteinsdrug targetsgoutMendelian randomization

Identifiers

PMID41885234
PMCPMC13031745

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
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.