Nasal DNA methylation at three CpG sites predicts childhood allergic disease
Merlijn van BreugeliD, Cancan QiiD, Zhongli XuiD, Casper‐Emil Tingskov PederseniD, Ilya Petoukhov, Judith M. VonkiD, Ulrike GehringiD, Marijn BergiD, Marnix Bügel, Orestes A. CarpaijiD, Erick FornoiD, Andréanne MoriniD, Anders Ulrik EliaseniD, Yale JiangiD, Maarten van den BergeiD, Martijn C. NawijniD, Yang LiiD, Wei CheniD, Louis BontiD, Klaus BønnelykkeiD, Juan Carlos CeledoniD, Gerard H. KoppelmaniD, Cheng‐Jian XuiD
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 hypothesized that a multi-omics model could accurately diagnose childhood allergic disease. We show that nasal DNA methylation has by far 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, with an area under the curve (AUC) of 0.86. This was replicated in US Hispanic children (AUC 0.82). DNA methylation at these CpGs additionally detects allergic multimorbidity and symptomatic IgE sensitization. Using nasal single-cell RNA-sequencing data, we map these three CpG sites to reflect the influx of T cells and macrophages that contribute to allergic inflammation. Our study offers a simple, non-invasive diagnostic test for childhood allergy.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 47
- FWCI
- 3.18
- Field percentile
- top 6%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- A Functional Genomics Pipeline to Identify High-Value Asthma and Allergy CpGs in the Human Methylome
Andréanne Morin, Emma E. Thompson, … Carole Ober·Journal of Allergy and Clinical ImmunologyPeer-reviewed·Feb 6, 2023
- Expression quantitative trait methylation analysis reveals methylomic associations with gene expression in childhood asthma
Soyeon Kim, Erick Forno, … Juan Carlos Celedon·CHEST JournalPeer-reviewed·Jun 20, 2020
- Skin surface biomarkers are associated with future development of atopic dermatitis in children with family history of allergic disease
T. Sato, J. Nikolovski, … G. N. Stamatas·bioRxiv·Jul 11, 2023
- Grandmaternal allergen exposure causes distinct epigenetic trajectories in offspring associated with airway hyperreactivity and inflammation.
K. M. Lebold, M. Cook, … M. G. Drake·bioRxiv·Jan 25, 2022
- DNA-methylation markers associated with lung function at birth and childhood reveal early life programming of inflammatory pathways
Priyadarshini Kachroo, Katherine Hoff Shutta, … Dawn Lisa DeMeo·bioRxiv·May 12, 2025
- Human ILC methylomes uncover stable lineage codes and disease-linked ILC2 regulators in allergy
Ayush Jain, Elia C. Diem, … Matthias Lochner·bioRxiv·Aug 12, 2026