Evidence map›Paper›PMID 42888610›Full record

ArticleMedicine2026

Divergent associations between adiposity and hernia subtypes in European populations: A Mendelian randomization study.

Yao Lu, Huiping Yuan, Ke Zhang, Dechun Liu

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In one paragraph

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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1 · What the graph read from it

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

Yao LuDepartment of Thoracic Surgery, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China.ORCID 0009-0006-3991-9796
Huiping YuanDepartment of Endocrinology and Metabolism, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China.
Ke ZhangDepartment of Thoracic Surgery, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China.
Dechun LiuDepartment of Gastrointestinal Surgery, The First Affiliated Hospital, and College of Clinical Medicine of Henan University of Science and Technology, Luoyang, China.ORCID 0009-0003-1856-9553

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Obesity is a suspected risk factor for hernia, but observational studies are susceptible to confounding and reverse causation. We aimed to investigate the causal effects of general and central adiposity on 5 hernia subtypes using Mendelian randomization (MR). Two-sample MR analyses were conducted using genetic instruments for 7 adiposity traits from the UK Biobank and hernia outcome data (diaphragmatic, femoral, inguinal, umbilical, and ventral hernias) from the Finn Gen consortium. The inverse-variance weighted method was the primary analysis, complemented by MR Egger and weighted median methods. Sensitivity analyses assessed heterogeneity, horizontal pleiotropy, and directionality. Outliers were removed in a confirmatory MR analysis. All P values were adjusted using the Benjamini-Hochberg (BH) method. Genetically predicted adiposity was associated with a decreased risk of inguinal hernia (e.g., body mass index [BMI] odds ratio [OR]: 0.84, 95% confidence interval [CI]: 0.76-0.92, PBH <.001) but an increased risk of umbilical hernia (BMI OR: 1.39, 95% CI: 1.18-1.63, PBH <.001) and ventral hernia (BMI OR: 1.93, 95% CI: 1.65-2.26, PBH <.001). These effects were consistent across adiposity measures. No significant causal effects were found for diaphragmatic or femoral hernias. Sensitivity analyses confirmed the robustness of findings, with no horizontal pleiotropy and valid causal direction. This MR study suggests that genetically predicted adiposity has divergent potential causal associations with hernia subtypes, protecting against inguinal hernia while increasing the risk of umbilical and ventral hernias. These findings, though limited to European populations and subject to the assumptions of MR, have implications for clinical risk stratification and weight management counseling.

Indexed as

AdiposityHerniaObesityBody Mass IndexHumansMendelian Randomization AnalysisPolymorphism, Single NucleotideRisk FactorsUnited KingdomWhite Peoplebody mass indexcausal inferenceFinnGenherniaMendelian randomizationobesity

Identifiers

PMID42888610
PMCPMC13681110

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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.