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

过敏性 哮喘 DNA甲基化 甲基化 喘息 表观遗传学 医学 免疫学 队列 过敏 遗传学 生物 内科学 基因 基因表达
作者
Erick Forno,Ting Wang,Cancan Qi,Qi Yan,Cheng‐Jian Xu,Nadia Boutaoui,Yueh‐Ying Han,Daniel E. Weeks,Yale Jiang,Franziska Rosser,Judith M. Vonk,Sharon Brouwer,Edna Acosta‐Pérez,Angel Colón‐Semidey,María Alvarez,Glorisa Canino,Gerard H. Koppelman,Wei Chen,Juan C. Celedón
出处
期刊:The Lancet Respiratory Medicine [Elsevier BV]
卷期号:7 (4): 336-346 被引量:170
标识
DOI:10.1016/s2213-2600(18)30466-1
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 × 10−17 to 2·18 × 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. Funding US National Institutes of Health.

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
small桐发布了新的文献求助20
刚刚
好滴捏发布了新的文献求助10
2秒前
3秒前
sxd发布了新的文献求助10
4秒前
4秒前
5秒前
ding应助月白采纳,获得10
5秒前
yi完成签到,获得积分10
5秒前
Akim应助阿龙采纳,获得10
6秒前
Tom完成签到,获得积分10
6秒前
7秒前
情怀应助淡淡红茶采纳,获得20
7秒前
7秒前
顾矜应助好滴捏采纳,获得10
8秒前
9秒前
科研通AI6.3应助张0采纳,获得10
9秒前
10秒前
丘比特应助烧麦采纳,获得10
10秒前
闷闷发布了新的文献求助10
12秒前
13秒前
adding发布了新的文献求助10
13秒前
烤豆腐发布了新的文献求助10
13秒前
14秒前
李爱国应助淡淡红茶采纳,获得10
14秒前
Gaowenjie发布了新的文献求助10
15秒前
思源应助郭郭郭采纳,获得10
16秒前
张岱帅z完成签到,获得积分0
17秒前
profit完成签到 ,获得积分10
17秒前
18秒前
安利完成签到,获得积分10
18秒前
火星上雅山关注了科研通微信公众号
19秒前
Q同学完成签到 ,获得积分10
19秒前
19秒前
20秒前
dudu发布了新的文献求助10
20秒前
20秒前
科研通AI6.4应助Julie采纳,获得10
21秒前
现代的花生完成签到,获得积分10
22秒前
羊毛完成签到,获得积分10
22秒前
22秒前
高分求助中
(应助此贴封号)【重要!!请各用户(尤其是新用户)详细阅读】【科研通的精品贴汇总】 10000
Cowries - A Guide to the Gastropod Family Cypraeidae 1200
Quality by Design - An Indispensable Approach to Accelerate Biopharmaceutical Product Development 800
Pulse width control of a 3-phase inverter with non sinusoidal phase voltages 777
Signals, Systems, and Signal Processing 610
Research Methods for Applied Linguistics 500
Chemistry and Physics of Carbon Volume 15 500
热门求助领域 (近24小时)
化学 材料科学 医学 生物 纳米技术 工程类 有机化学 化学工程 生物化学 计算机科学 物理 内科学 复合材料 催化作用 物理化学 光电子学 电极 细胞生物学 基因 无机化学
热门帖子
关注 科研通微信公众号,转发送积分 6396165
求助须知:如何正确求助?哪些是违规求助? 8211441
关于积分的说明 17393784
捐赠科研通 5449521
什么是DOI,文献DOI怎么找? 2880549
邀请新用户注册赠送积分活动 1857118
关于科研通互助平台的介绍 1699454