Department of Internal Medicine V, Comprehensive Pneumology Center, University of Munich, Munich, Germany.
Member of the German Center for Lung Research (DZL), Munich, Germany.
Allergy. 2017 Dec;72(12):1962-1971. doi: 10.1111/all.13205. Epub 2017 Jun 19.
Asthma is a heterogeneous chronic disease with different phenotypes and treatment responses. Thus, there is a high clinical need for molecular disease biomarkers to aid in differentiating these distinct phenotypes. As MicroRNAs (miRNAs), that regulate gene expression at the post-transcriptional level, are altered in experimental and human asthma, circulating miRNAs are attractive candidates for the identification of novel biomarkers. This study aimed to identify plasmatic miRNA-based biomarkers of asthma, through a translational approach.
We prescreened miRNAs in plasma samples from two different murine models of experimental asthma (ovalbumin and house dust mite); miRNAs deregulated in both models were further tested in a human training cohort of 20 asthma patients and 9 healthy controls. Candidate miRNAs were then validated in a second, independent group of 26 asthma patients and 12 healthy controls.
Ten miRNA ratios consisting of 13 miRNAs were differentially regulated in both murine models. Measuring these miRNAs in the training cohort identified a biomarker signature consisting of five miRNA ratios (7 miRNAs). This signature showed a good sensitivity and specificity in the test cohort with an area under the receiver operating characteristic curve (AUC) of 0.92. Correlation of miRNA ratios with clinical characteristics further revealed associations with FVC % predicted, and oral corticosteroid or antileukotriene use.
Distinct plasma miRNAs are differentially regulated both in murine and in human allergic asthma and were associated with clinical characteristics of patients. Thus, we suggest that miRNA levels in plasma might have future potential to subphenotype patients with asthma.
哮喘是一种异质性的慢性疾病,具有不同的表型和治疗反应。因此,临床上非常需要分子疾病生物标志物来帮助区分这些不同的表型。由于 MicroRNAs(miRNAs)在实验性和人类哮喘中调节基因表达的转录后水平,因此循环 miRNAs 是鉴定新型生物标志物的有吸引力的候选物。本研究旨在通过转化方法鉴定哮喘的基于血浆 miRNA 的生物标志物。
我们在两种不同的实验性哮喘小鼠模型(卵清蛋白和屋尘螨)的血浆样本中进行了 miRNA 的预筛选;在 20 例哮喘患者和 9 例健康对照者的人类训练队列中进一步测试了两种模型中均下调的 miRNA。然后在第二组 26 例哮喘患者和 12 例健康对照者中对候选 miRNA 进行了验证。
两种小鼠模型中共有 10 个 miRNA 比值由 13 个 miRNA 组成,其表达水平存在差异。在训练队列中测量这些 miRNA 可确定由 5 个 miRNA 比值(7 个 miRNA)组成的生物标志物特征。该特征在测试队列中具有良好的敏感性和特异性,受试者工作特征曲线下面积(AUC)为 0.92。miRNA 比值与临床特征的相关性进一步表明,其与 FVC%预测值、口服皮质类固醇或抗白三烯药物的使用有关。
在小鼠和人类过敏性哮喘中,不同的血浆 miRNAs 存在差异调节,并且与患者的临床特征相关。因此,我们认为血浆中 miRNA 水平可能具有未来亚表型哮喘患者的潜力。