ArticleBMC pulmonary medicine2023
Mendelian randomization analysis to analyze the genetic causality between different levels of obesity and different allergic diseases.
Article in BMC pulmonary medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
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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.
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Who cites it
4 citing papers in PubMed, 6 citations in OpenAlex.
- Inflammation-Mediated Causal Effects of MRI-Defined Body-Composition Obesity Axes on Chronic Obstructive Pulmonary Disease, Asthma, and Allergic Rhinitis: A Mendelian Randomization Study.International journal of chronic obstructive pulmonary disease · 2026Article
- Mendelian randomization studies in atopic dermatitis: causal insights across omics layers.Frontiers in immunology · 2026Review
- Ferritinophagy-related prognostic genes UBE2Q1, NEDD4L, and TCP11L2 for prognosis prediction in sepsis.Scientific reports · 2025Article
- The stronger predictive role of early life exposures versus current lifestyle behaviors on the development of childhood severe obesity and metabolic dysfunction.BMC pediatrics · 2025Article
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Authors and funding
2 authors at 2 institutions in 1 country.
Funding
Abstract
backgroundThe causal relationship between obesity and different allergic diseases remains controversial.
methodsThe Two Sample MR package and Phenoscanner database were used to obtain and filter Genome-Wide Association Study (GWAS) data from the Open GWAS database. Mendelian randomization (MR) analysis was used to study the causal relationship between different levels of obesity and different allergic diseases. The data sets related to obesity and asthma were obtained from the Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were screened by the limma package. Cluster Profiler and GO plot packages were used for enrichment analysis to verify the results of MR analysis.
resultsTwo-sample MR analysis showed a causal relationship between obesity and childhood allergy (age < 16), allergic asthma and atopic dermatitis (P < 0.05). In addition, there was also a causal relationship between allergic asthma and obesity (P < 0.05), while there was no genetic causal relationship between obesity and allergic rhinitis, eczema, lactose intolerance and so on (P > 0.05). Subgroup analysis revealed a causal relationship between both class 1 and class 2 obesity and childhood allergy (age < 16) (P < 0.05). Obesity class 1 was associated with allergic asthma, while obesity class 3 was associated with atopic dermatitis (P < 0.05). Bioinformatics analysis shows that there were common DEGs between obesity and allergic asthma.
conclusionObesity is a risk factor for childhood allergy (age < 16), allergic asthma and atopic dermatitis, while allergic asthma is also a risk factor for obesity. Class 1 and class 2 obesity are both causally associated with childhood allergy (age < 16). In addition, there is a causal relationship between milder obesity and allergic asthma, while heavier obesity is causally related to atopic dermatitis.
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