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ESTIMATION AND INFERENCE IN METABOLOMICS WITH NON-RANDOM MISSING DATA AND LATENT FACTORS.具有非随机缺失数据和潜在因素的代谢组学中的估计与推断
Ann Appl Stat. 2020 Jun;14(2):789-808. doi: 10.1214/20-aoas1328. Epub 2020 Jun 29.
2
Respiratory health, allergies, and the farm environment: design, methods and enrollment in the observational Wisconsin Infant Study Cohort (WISC): a research proposal.呼吸健康、过敏与农场环境:威斯康星州婴儿观察队列研究(WISC)的设计、方法与招募:一项研究提案
BMC Res Notes. 2019 Jul 16;12(1):423. doi: 10.1186/s13104-019-4448-0.
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The Children's Respiratory and Environmental Workgroup (CREW) birth cohort consortium: design, methods, and study population.儿童呼吸与环境工作组(CREW)出生队列联盟:设计、方法和研究人群。
Respir Res. 2019 Jun 10;20(1):115. doi: 10.1186/s12931-019-1088-9.
4
Using urine metabolomics to understand the pathogenesis of infant respiratory syncytial virus (RSV) infection and its role in childhood wheezing.利用尿液代谢组学了解婴儿呼吸道合胞病毒(RSV)感染的发病机制及其在儿童喘息中的作用。
Metabolomics. 2018 Oct 1;14(10):135. doi: 10.1007/s11306-018-1431-z.
5
Metabolomic Profiling of Infants With Recurrent Wheezing After Bronchiolitis.毛细支气管炎后反复喘息婴儿的代谢组学特征分析。
J Infect Dis. 2019 Apr 8;219(8):1216-1223. doi: 10.1093/infdis/jiy659.
6
Antioxidant bilirubin works in multiple ways to reduce risk for obesity and its health complications.抗氧化剂胆红素通过多种方式发挥作用,以降低肥胖及其健康并发症的风险。
Open Heart. 2018 Oct 16;5(2):e000914. doi: 10.1136/openhrt-2018-000914. eCollection 2018.
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Trajectories of childhood immune development and respiratory health relevant to asthma and allergy.儿童免疫发育轨迹与哮喘和过敏相关的呼吸道健康。
Elife. 2018 Oct 15;7:e35856. doi: 10.7554/eLife.35856.
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The Economic Burden of Pediatric Asthma in the United States: Literature Review of Current Evidence.美国儿科哮喘的经济负担:现有证据的文献综述。
Pharmacoeconomics. 2019 Feb;37(2):155-167. doi: 10.1007/s40273-018-0726-2.
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Hyperbilirubinemia, Phototherapy, and Childhood Asthma.高胆红素血症、光疗和儿童哮喘。
Pediatrics. 2018 Oct;142(4). doi: 10.1542/peds.2018-0662. Epub 2018 Sep 12.
10
Association of serum bilirubin level with lung function decline: a Korean community-based cohort study.血清胆红素水平与肺功能下降的关联:一项韩国社区为基础的队列研究。
Respir Res. 2018 May 23;19(1):99. doi: 10.1186/s12931-018-0814-z.

未结合胆红素与预防婴幼儿喘息和儿童哮喘有关。

Unconjugated bilirubin is associated with protection from early-life wheeze and childhood asthma.

机构信息

Department of Medicine, Vanderbilt University Medical Center, Nashville, Tenn.

Department of Statistics, Pittsburgh University, Pittsburgh, Pa.

出版信息

J Allergy Clin Immunol. 2021 Jul;148(1):128-138. doi: 10.1016/j.jaci.2020.12.639. Epub 2021 Jan 10.

DOI:10.1016/j.jaci.2020.12.639
PMID:33434532
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC8271087/
Abstract

BACKGROUND

Wheeze and allergic sensitization are the strongest early-life predictors of childhood asthma development; the molecular origins of these early-life phenotypes are poorly understood.

OBJECTIVES

We sought to identify metabolites associated with early-life wheeze, allergic sensitization, and childhood asthma.

METHODS

We conducted a nested case-control study using Environmental influences on Child Health Outcomes Program cohorts for discovery and independent replication. Wheeze and allergic sensitization were defined by number of wheeze episodes and positive specific IgE at age 1 year, respectively. Asthma was defined as physician diagnosis of asthma at age 5 or 6 years. We used untargeted metabolomics, controlling for observed and latent confounding factors, to assess associations between the plasma metabolome and early-life wheeze, allergy, and childhood asthma.

RESULTS

Eighteen plasma metabolites were associated with first-year wheeze in the discovery cohort (n = 338). Z,Z unconjugated bilirubin (UCB) and its related metabolites exhibited a dose-response relationship with wheeze frequency; UCB levels were 13% (β = 0.87; 95% CI, 0.74-1.02) and 22% (β = 0.78; 95% CI, 0.68-0.91) lower in children with 1 to 3 and 4+ wheeze episodes compared with those who never wheezed, respectively. UCB levels were also associated with childhood asthma (β = 0.82; 95% CI, 0.68-0.98). Similar trends were observed in 2 independent cohorts. UCB was significantly negatively correlated with eicosanoid- and oxidative stress-related metabolites. There were no significant associations between metabolites and allergic sensitization.

CONCLUSIONS

We identified a novel inverse, dose-dependent association between UCB and recurrent wheeze and childhood asthma. Inflammatory lipid mediators and oxidative stress byproducts inversely correlated with UCB, suggesting that UCB modulates pathways critical to the development of early-life recurrent wheeze and childhood asthma.

摘要

背景

喘息和过敏致敏是儿童哮喘发展最强的生命早期预测因子;这些生命早期表型的分子起源知之甚少。

目的

我们旨在确定与生命早期喘息、过敏致敏和儿童哮喘相关的代谢物。

方法

我们使用环境对儿童健康结果计划队列进行了嵌套病例对照研究,用于发现和独立复制。喘息和过敏致敏分别由 1 岁时的喘息发作次数和阳性特异性 IgE 定义。哮喘定义为 5 或 6 岁时医生诊断的哮喘。我们使用非靶向代谢组学,控制观察到的和潜在的混杂因素,评估血浆代谢组与生命早期喘息、过敏和儿童哮喘之间的关联。

结果

在发现队列中,有 18 种血浆代谢物与第一年的喘息有关(n=338)。Z,Z 未结合胆红素(UCB)及其相关代谢物与喘息频率呈剂量反应关系;与从未喘息的儿童相比,有 1 至 3 次和 4+次喘息发作的儿童的 UCB 水平分别低 13%(β=0.87;95%CI,0.74-1.02)和 22%(β=0.78;95%CI,0.68-0.91)。UCB 水平也与儿童哮喘相关(β=0.82;95%CI,0.68-0.98)。在 2 个独立的队列中也观察到了类似的趋势。UCB 与类二十烷酸和氧化应激相关代谢物呈显著负相关。代谢物与过敏致敏之间没有显著关联。

结论

我们发现 UCB 与反复喘息和儿童哮喘之间存在一种新的、负相关的、剂量依赖性的关联。炎症脂质介质和氧化应激副产物与 UCB 呈负相关,这表明 UCB 调节了生命早期反复喘息和儿童哮喘发展的关键途径。