Evidence map›Paper›PMID 41961647›Full record

ArticleMedicine2026

Celiac disease increases the risk of pulmonary arterial hypertension: A multivariable Mendelian randomization and mediation analysis.

Meng Wu, Weidong Song, Xin Guo, Zhongyuan Lu, Jin Yang, Zhimei Hu

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Article in Medicine, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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4 · The record

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5 · Who and what money

Authors and funding

6 authors.

Meng WuOutpatient Department, The 903rd Hospital of the Joint Logistic Support Force, Hangzhou, Zhejiang, China.
Weidong SongOutpatient Department, The 903rd Hospital of the Joint Logistic Support Force, Hangzhou, Zhejiang, China.
Xin GuoThoracic Surgery Department, Ganzhou Cancer Hospital, Ganzhou, Jiangxi,China.
Zhongyuan LuOutpatient Department, The 903rd Hospital of the Joint Logistic Support Force, Hangzhou, Zhejiang, China.
Jin YangOutpatient Department, The 903rd Hospital of the Joint Logistic Support Force, Hangzhou, Zhejiang, China.
Zhimei HuJiangxi Provincial People's Hospital, The First Affiliated Hospital of Nanchang Medical College, Nanchang, Jiangxi, China.ORCID 0009-0001-0737-7578

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Celiac disease (CeD) has been implicated in several autoimmune and vascular disorders, but its causal role in pulmonary arterial hypertension (PAH) remains uncertain. Summary-level genome-wide association study data for all traits were obtained from the FinnGen consortium and the genome-wide association study catalog, 2 publicly accessible databases integrating genetic data with health registry information. A 2-sample Mendelian randomization (MR) approach was employed to evaluate the causal effect of CeD on PAH. Univariable MR was conducted initially, and the results were validated through meta-analysis based on 2 independent cohorts. To control for possible confounding influences, multivariable MR was applied with adjustments for obesity and smoking. Mediation analyses were performed to determine whether autoimmune disorders mediated the observed association. Heterogeneity and pleiotropy were assessed to ensure the robustness of the findings. A significant causal association between CeD and PAH was identified in the univariable MR analysis (discovery cohort: odds ratio [OR] of inverse-variance weighted [IVW] [ORIVW], 1.148; 95% confidence interval [CI], 1.027-1.282; P = .015; replication cohort: ORIVW, 1.112; 95% CI, 1.043-1.186; P = .001), and this relationship was further supported by the meta-analysis of both cohorts (ORIVW, 1.136; 95% CI, 1.065-1.212; P < .001). The association remained statistically significant after adjustment for obesity and smoking in multivariable MR (ORIVW, 1.138; 95% CI, 1.011-1.281; P < .032), suggesting that the effect of CeD on PAH is independent of these factors. Among the AIDs examined, only systemic lupus erythematosus exhibited a meaningful mediating role in this causal pathway (mediation proportion [95% CI]: 30.4% [3.6%-57.2%], P < .023). No evidence of heterogeneity or horizontal pleiotropy was detected across all MR analyses (all P > .050). Genetic evidence supports that CeD increases the risk of PAH, with systemic lupus erythematosus potentially acting as a mediator. These findings provide new insights into shared autoimmune mechanisms underlying PAH and suggest that immune regulation may represent a potential therapeutic target.

Indexed as

Celiac DiseasePulmonary Arterial HypertensionGenetic Predisposition to DiseaseGenome-Wide Association StudyHumansMediation AnalysisMendelian Randomization AnalysisRisk Factorsautoimmunityceliac diseaseMendelian randomizationpulmonary arterial hypertensionsystemic lupus erythematosus

Identifiers

PMID41961647
PMCPMC13593072

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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 OpenQuestion graph.