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循环 microRNAs 与儿童哮喘的治疗反应。

Circulating MicroRNAs and Treatment Response in Childhood Asthma.

机构信息

Channing Division of Network Medicine and.

Program in Molecular and Integrative Physiological Sciences, Harvard T.H. Chan School of Public Health, Boston, Massachusetts; and.

出版信息

Am J Respir Crit Care Med. 2020 Jul 1;202(1):65-72. doi: 10.1164/rccm.201907-1454OC.

Abstract

Inhaled corticosteroids (ICS) are key treatments for controlling asthma and preventing asthma attacks. However, the responsiveness to ICS varies among individuals. MicroRNAs (miRNAs) have been lauded for their prognostic utility. We hypothesized that circulating miRNAs obtained at baseline/prerandomization in the Childhood Asthma Management Program (CAMP) could serve as biomarkers and biologic mediators of ICS clinical response over the 4-year clinical trial period. We selected baseline serum samples from 462 CAMP subjects subsequently randomized to either ICS (budesonide) or placebo. Samples underwent small RNA sequencing, and read counts were normalized and filtered by depth and coverage. Linear regression was used to associate miRNAs with change in FEV% (prebronchodilator FEV as a percent predicted) over the 4-year treatment period in both main effects and interaction models. We validated the function of the top associated miRNAs by luciferase reporter assays of glucocorticoid-mediated transrepression and predicted response to ICS through logistic regression models. We identified 7 miRNAs significantly associated with FEV% change ( ≤ 0.05) and 15 miRNAs with significant interaction ( ≤ 0.05) to ICS versus placebo treatments. We selected three miRNAs for functional validation, of which hsa-miR-155-5p and hsa-miR-532-5p were significantly associated with changes in dexamethasone-induced transrepression of NF-κB. Combined, these two miRNAs were predictive of ICS response over the course of the clinical trial, with an area under the receiver operating characteristic curve of 0.86. We identified two functional circulating miRNAs predictive of asthma ICS treatment response over time.

摘要

吸入性皮质类固醇(ICS)是控制哮喘和预防哮喘发作的关键治疗方法。然而,ICS 的反应性因人而异。microRNAs(miRNAs)因其预后效用而受到赞誉。我们假设,在儿童哮喘管理计划(CAMP)中,基线/随机分组时获得的循环 miRNAs 可以作为 ICS 临床反应的生物标志物和生物调节剂,在 4 年的临床试验期间。我们从随后随机分配到 ICS(布地奈德)或安慰剂的 462 名 CAMP 受试者的基线血清样本中选择。样本进行了小 RNA 测序,通过深度和覆盖度对读数计数进行了归一化和过滤。线性回归用于关联 miRNA 与 4 年治疗期间的 FEV%变化(预支气管扩张剂 FEV 作为预测百分比),包括主效应和交互模型。我们通过糖皮质激素介导的转录抑制的荧光素酶报告测定和通过逻辑回归模型预测对 ICS 的反应来验证顶级相关 miRNA 的功能。我们确定了 7 个与 FEV%变化显着相关(≤0.05)和 15 个与 ICS 与安慰剂治疗显着相关(≤0.05)的 miRNA。我们选择了三个 miRNA 进行功能验证,其中 hsa-miR-155-5p 和 hsa-miR-532-5p 与地塞米松诱导的 NF-κB 转录抑制变化显着相关。这两个 miRNA 联合使用,可预测临床试验过程中的 ICS 反应,受试者工作特征曲线下面积为 0.86。我们确定了两个功能循环 miRNA,可预测随时间推移的哮喘 ICS 治疗反应。

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Circulating MicroRNAs and Treatment Response in Childhood Asthma.循环 microRNAs 与儿童哮喘的治疗反应。
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