DNA methylation in nasal epithelium, atopy, and atopic asthma in children: a genome-wide study

被引:147
作者
Forno, Erick [1 ,2 ]
Wang, Ting [1 ,2 ]
Qi, Cancan [3 ,4 ]
Yan, Qi [1 ,2 ]
Xu, Cheng-Jian [3 ,4 ]
Boutaoui, Nadia [1 ,2 ]
Han, Yueh-Ying [1 ,2 ]
Weeks, Daniel E. [7 ]
Jiang, Yale [1 ,2 ,8 ]
Rosser, Franziska [1 ,2 ]
Vonk, Judith M. [4 ,5 ]
Brouwer, Sharon [4 ,6 ]
Acosta-Perez, Edna [9 ]
Colon-Semidey, Angel [10 ]
Alvarez, Maria [10 ]
Canino, Glorisa [9 ]
Koppelman, Gerard H. [3 ,4 ]
Chen, Wei [1 ,2 ]
Celedon, Juan C. [1 ,2 ]
机构
[1] UPMC, Div Pulm Med, Childrens Hosp Pittsburgh, Pittsburgh, PA 15224 USA
[2] Univ Pittsburgh, Sch Med, Dept Pediat, Pittsburgh, PA 15261 USA
[3] Beatrix Childrens Hosp, Dept Pediat Pulmonol & Pediat Allergy, Groningen, Netherlands
[4] Univ Groningen, Univ Med Ctr Groningen, GRIAC Res Inst, Groningen, Netherlands
[5] Univ Groningen, Univ Med Ctr Groningen, Dept Epidemiol, Groningen, Netherlands
[6] Univ Groningen, Univ Med Ctr Groningen, Dept Pathol & Med Biol, Expt Pulmonol & Inflammat Res, Groningen, Netherlands
[7] Univ Pittsburgh, Grad Sch Publ Hlth, Dept Epidemiol, Pittsburgh, PA 15260 USA
[8] Tsinghua Univ, Sch Med, Beijing, Peoples R China
[9] Univ Puerto Rico, Behav Sci Res Inst Puerto Rico, Med Sci Campus, San Juan, PR 00936 USA
[10] Univ Puerto Rico, Dept Pediat, Med Sci Campus, San Juan, PR 00936 USA
基金
美国国家卫生研究院;
关键词
FAMILY-MEMBER; 3; CHILDHOOD ASTHMA; LUNG-FUNCTION; MAJOR ROAD; ASSOCIATION; RISK; SUSCEPTIBILITY; GENE; PROXIMITY; BINDING;
D O I
10.1016/S2213-2600(18)30466-1
中图分类号
R4 [临床医学];
学科分类号
1002 ; 100602 ;
摘要
Background Epigenetic mechanisms could alter the airway epithelial barrier and ultimately lead to atopic diseases such as asthma. We aimed to identify DNA methylation profiles that are associated with- and could accurately classify-atopy and atopic asthma in school-aged children. Methods We did a genome-wide study of DNA methylation in nasal epithelium and atopy or atopic asthma in 483 Puerto Rican children aged 9-20 years, recruited using multistage probability sampling. Atopy was defined as at least one positive IgE (>= 0.35 IU/mL) to common aeroallergens, and asthma was defined as a physician's diagnosis plus wheeze in the previous year. Significant (false discovery rate p<0.01) methylation signals were correlated with gene expression, and top CpGs were validated by pyrosequencing. We then replicated our top methylation findings in a cohort of 72 predominantly African American children, and in 432 children from a European birth cohort. Next, we tested classification models based on nasal methylation for atopy or atopic asthma in all cohorts. Findings DNA methylation profiles were markedly different between children with (n=312) and without (n=171) atopy in the Puerto Rico discovery cohort, recruited from Feb 12, 2014, until May 8, 2017. After adjustment for covariates and multiple testing, we found 8664 differentially methylated CpGs by atopy, with false discovery rate-adjusted p values ranging from 9.58 x 10(-17) to 2.18 x 10(-22) for the top 30 CpGs. These CpGs were in or near genes relevant to epithelial barrier function, including CDHR3 and CDH26, and in other genes related to airway epithelial integrity and immune regulation, such as FBXL7, NTRK1, and SLC9A3. Moreover, 28 of the top 30 CpGs replicated in the same direction in both independent cohorts. Classification models of atopy based on nasal methylation performed well in the Puerto Rico cohort (area under the curve [AUC] 0.93-0.94 and accuracy 85-88%) and in both replication cohorts (AUC 0.74-0.92, accuracy 68-82%). The models also performed well for atopic asthma in the Puerto Rico cohort (AUC 0.95-1.00, accuracy 88%) and the replication cohorts (AUC 0.82-0.88, accuracy 86%). Interpretation We identified specific methylation profiles in airway epithelium that are associated with atopy and atopic asthma in children, and a nasal methylation panel that could classify children by atopy or atopic asthma. Our findings support the feasibility of using the nasal methylome for future clinical applications, such as predicting the development of asthma among wheezing infants. Copyright (C) 2018 Elsevier Ltd. All rights reserved.
引用
收藏
页码:336 / 346
页数:11
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