Nasal DNA methylation at three CpG sites predicts childhood allergic disease

Publication date

2022-12

Authors

van Breugel, Merlijn
Qi, Cancan
Xu, Zhongli
Pedersen, Casper Emil T.
Petoukhov, Ilya
Vonk, Judith M.
Gehring, Ulrike
Berg, Marijn
Bügel, Marnix
Carpaij, Orestes A.

Editors

Advisors

Supervisors

Document Type

Article

Collections

Open Access logo

License

cc_by

Abstract

Childhood allergic diseases, including asthma, rhinitis and eczema, are prevalent conditions that share strong genetic and environmental components. Diagnosis relies on clinical history and measurements of allergen-specific IgE. We hypothesize that a multi-omics model could accurately diagnose childhood allergic disease. We show that nasal DNA methylation has the strongest predictive power to diagnose childhood allergy, surpassing blood DNA methylation, genetic risk scores, and environmental factors. DNA methylation at only three nasal CpG sites classifies allergic disease in Dutch children aged 16 years well, with an area under the curve (AUC) of 0.86. This is replicated in Puerto Rican children aged 9–20 years (AUC 0.82). DNA methylation at these CpGs additionally detects allergic multimorbidity and symptomatic IgE sensitization. Using nasal single-cell RNA-sequencing data, these three CpGs associate with influx of T cells and macrophages that contribute to allergic inflammation. Our study suggests the potential of methylation-based allergy diagnosis.

Keywords

General Chemistry, General Biochemistry,Genetics and Molecular Biology, General, General Physics and Astronomy

Citation

van Breugel, M, Qi, C, Xu, Z, Pedersen, C E T, Petoukhov, I, Vonk, J M, Gehring, U, Berg, M, Bügel, M, Carpaij, O A, Forno, E, Morin, A, Eliasen, A U, Jiang, Y, van den Berge, M, Nawijn, M C, Li, Y, Chen, W, Bont, L J, Bønnelykke, K, Celedón, J C, Koppelman, G H & Xu, C J 2022, 'Nasal DNA methylation at three CpG sites predicts childhood allergic disease', Nature Communications, vol. 13, no. 1, 7415. https://doi.org/10.1038/s41467-022-35088-6