Department of Women's and Children's Health, University of Padova, Padova, Italy.
Città della Speranza Institute of Pediatric Research (IRP), Padova, Italy.
Pediatr Allergy Immunol. 2018 Jun;29(4):375-382. doi: 10.1111/pai.12879. Epub 2018 Apr 15.
Many children of preschool age present with recurrent wheezing. Most of them outgrow their symptoms, while some have early-onset asthma. Aim of this prospective preliminary study was to apply a metabolomic approach to see whether biochemical-metabolic urinary profiles can have a role in the early identification of the children with asthma.
Preschool children with recurrent wheezing were recruited and followed up for 3 years, after which they were classified as cases of transient wheezing or early-onset asthma. A urine sample was collected at recruitment and analyzed using a metabolomic approach based on UPLC mass spectrometry.
Among 34 children aged 4.0 ± 1.1 years recruited, at the end of the 3-year follow-up, 16 were classified as having transient wheezing and 16 as cases of early-onset asthma. Through a joint multivariate and univariate statistical analyses, we identified a subset of metabolomic variables that enabled the 2 groups to be clearly distinguished. The model built using the identified variables showed an AUC = 0.99 and an AUC = 0.88 on sevenfold full cross-validation (P = .002).
Metabolomic urinary profile can discriminate preschoolers with recurrent wheezing who will outgrow their symptoms from those who have early-onset asthma. These results may pave the way to the characterization of early non-invasive biomarkers capable of predicting asthma development.
许多学龄前儿童经常出现喘息。他们中的大多数会随着年龄增长而症状消失,但也有一些儿童患有早发性哮喘。本前瞻性初步研究旨在采用代谢组学方法,观察生化代谢尿谱是否能在早期识别哮喘儿童方面发挥作用。
招募经常喘息的学龄前儿童,并对其进行为期 3 年的随访,然后根据喘息是否持续将其分为一过性喘息或早发性哮喘。在招募时收集尿液样本,并采用基于 UPLC 质谱的代谢组学方法进行分析。
在招募的 34 名 4.0±1.1 岁的儿童中,在 3 年的随访结束时,16 名被归类为一过性喘息,16 名被归类为早发性哮喘。通过联合多变量和单变量统计分析,我们确定了一组代谢变量,可以清楚地区分这两组。使用鉴定出的变量建立的模型在七倍全交叉验证时 AUC=0.99 和 AUC=0.88(P=.002)。
代谢尿谱可以区分经常喘息但症状会随着年龄增长而消失的学龄前儿童与早发性哮喘儿童。这些结果可能为鉴定能够预测哮喘发展的早期非侵入性生物标志物铺平道路。