TY - JOUR
T1 - Nasal DNA methylation at three CpG sites predicts childhood allergic disease
AU - van Breugel, Merlijn
AU - Qi, Cancan
AU - Xu, Zhongli
AU - Pedersen, Casper Emil T.
AU - Petoukhov, Ilya
AU - Vonk, Judith M.
AU - Gehring, Ulrike
AU - Berg, Marijn
AU - Bügel, Marnix
AU - Carpaij, Orestes A.
AU - Forno, Erick
AU - Morin, Andréanne
AU - Eliasen, Anders U.
AU - Jiang, Yale
AU - van den Berge, Maarten
AU - Nawijn, Martijn C.
AU - Li, Yang
AU - Chen, Wei
AU - Bont, Louis J.
AU - Bønnelykke, Klaus
AU - Celedón, Juan C.
AU - Koppelman, Gerard H.
AU - Xu, Cheng Jian
N1 - © 2022. The Author(s).
PY - 2022/12/1
Y1 - 2022/12/1
N2 - 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.
AB - 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.
KW - Child
KW - Humans
KW - DNA Methylation/genetics
KW - Hypersensitivity/diagnosis
KW - Nose
KW - Asthma/diagnosis
KW - Immunoglobulin E
UR - http://www.scopus.com/inward/record.url?scp=85143186071&partnerID=8YFLogxK
UR - https://www.mendeley.com/catalogue/9f65dd27-42d7-3cb8-ad38-ac192c75b892/
U2 - 10.1038/s41467-022-35088-6
DO - 10.1038/s41467-022-35088-6
M3 - Article
C2 - 36456559
AN - SCOPUS:85143186071
SN - 2041-1723
VL - 13
SP - 7415
JO - Nature Communications
JF - Nature Communications
IS - 1
M1 - 7415
ER -