Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Mass; Department of Medicine, Harvard Medical School, Boston, Mass.
Channing Division of Network Medicine, Brigham and Women's Hospital, Boston, Mass.
J Allergy Clin Immunol. 2018 Nov;142(5):1479-1488.e12. doi: 10.1016/j.jaci.2017.11.059. Epub 2018 Mar 2.
Variation in response to the most commonly used class of asthma controller medication, inhaled corticosteroids, presents a serious challenge in asthma management, particularly for steroid-resistant patients with little or no response to treatment.
We applied a systems biology approach to primary clinical and genomic data to identify and validate genes that modulate steroid response in asthmatic children.
We selected 104 inhaled corticosteroid-treated asthmatic non-Hispanic white children and determined a steroid responsiveness endophenotype (SRE) using observations of 6 clinical measures over 4 years. We modeled each subject's cellular steroid response using data from a previously published study of immortalized lymphoblastoid cell lines under dexamethasone (DEX) and sham treatment. We integrated SRE with immortalized lymphoblastoid cell line DEX responses and genotypes to build a genome-scale network using the Reverse Engineering, Forward Simulation modeling framework, identifying 7 genes modulating SRE.
Three of these genes were functionally validated by using a stable nuclear factor κ-light-chain-enhancer of activated B cells luciferase reporter in A549 human lung epithelial cells, IL-1β cytokine stimulation, and DEX treatment. By using small interfering RNA transfection, knockdown of family with sequence similarity 129 member A (FAM129A) produced a reduction in steroid treatment response (P < .001).
With this systems-based approach, we have shown that FAM129A is associated with variation in clinical asthma steroid responsiveness and that FAM129A modulates steroid responsiveness in lung epithelial cells.
最常用的哮喘控制药物(吸入性皮质类固醇)的反应存在差异,这对哮喘管理构成了严重挑战,尤其是对那些对治疗反应不佳或无反应的类固醇耐药患者而言。
我们应用系统生物学方法对主要临床和基因组数据进行分析,以确定和验证调节哮喘儿童类固醇反应的基因。
我们选择了 104 名接受吸入性皮质类固醇治疗的非西班牙裔白种哮喘儿童,并使用 4 年期间 6 项临床指标的观察结果确定了类固醇反应性表型(SRE)。我们使用先前发表的关于在地塞米松(DEX)和假处理下永生化淋巴母细胞系的研究数据,对每个研究对象的细胞类固醇反应进行建模。我们将 SRE 与永生化淋巴母细胞系 DEX 反应和基因型整合在一起,使用反向工程、正向模拟建模框架构建基因组规模的网络,确定了 7 个调节 SRE 的基因。
其中 3 个基因通过使用 A549 人肺上皮细胞中的核因子κ轻链增强子激活 B 细胞荧光素酶报告基因、IL-1β 细胞因子刺激和 DEX 处理进行了功能验证。通过使用小干扰 RNA 转染,敲低 FAM129A 家族成员 129A(FAM129A)导致类固醇治疗反应降低(P<.001)。
通过这种基于系统的方法,我们表明 FAM129A 与临床哮喘类固醇反应性的变异性有关,并且 FAM129A 调节肺上皮细胞的类固醇反应性。