Nasal DNA methylation at three CpG sites predicts childhood allergic disease.
Merlijn van BreugelCancan QiZhongli XuCasper-Emil Tingskov PedersenIlya PetoukhovJudith E VonkUlrike GehringMarijn BergMarnix BügelOrestes A CarpaijErick FornoAndreanne MorinAnders U EliasenYale JiangMaarten van den BergeMartijn C NawijnYang LiWei ChenLouis J BontKlaus BønnelykkeJuan C CeledónGerard H KoppelmannCheng-Jian XuPublished in: Nature communications (2022)
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.
Keyphrases
- dna methylation
- genome wide
- allergic rhinitis
- atopic dermatitis
- single cell
- gene expression
- copy number
- early life
- young adults
- chronic rhinosinusitis
- childhood cancer
- rna seq
- oxidative stress
- chronic obstructive pulmonary disease
- human health
- high throughput
- machine learning
- air pollution
- electronic health record
- cystic fibrosis
- risk assessment