Baek Seung Han, Foer Dinah, Cahill Katherine N, Israel Elliot, Maiorino Enrico, Röhl Annika, Boyce Joshua A, Weiss Scott T
Channing Division of Network Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA.
Division of Allergy and Clinical Immunology, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA 02115, USA.
J Pers Med. 2021 Mar 25;11(4):240. doi: 10.3390/jpm11040240.
There is an acute need for advances in pharmacologic therapies and a better understanding of novel drug targets for severe asthma. Imatinib, a tyrosine kinase inhibitor, has been shown to improve forced expiratory volume in 1 s (FEV) in a clinical trial of patients with severe asthma. In a pilot study, we applied systems biology approaches to epithelium gene expression from these clinical trial patients treated with imatinib to better understand lung function response with imatinib treatment. Bronchial brushings from ten imatinib-treated patient samples and 14 placebo-treated patient samples were analyzed. We used personalized perturbation profiles (PEEPs) to characterize gene expression patterns at the individual patient level. We found that strong responders-patients with greater than 20% increase in FEV-uniquely shared multiple downregulated mitochondrial-related pathways. In comparison, weak responders (5-10% FEV increase), and non-responders to imatinib shared none of these pathways. The use of PEEP highlights its potential for application as a systems biology tool to develop individual-level approaches to predicting disease phenotypes and response to treatment in populations needing innovative therapies. These results support a role for mitochondrial pathways in airflow limitation in severe asthma and as potential therapeutic targets in larger clinical trials.
对于严重哮喘的药物治疗进展以及对新型药物靶点的更好理解有着迫切需求。伊马替尼是一种酪氨酸激酶抑制剂,在一项针对严重哮喘患者的临床试验中已显示可改善一秒用力呼气容积(FEV)。在一项初步研究中,我们应用系统生物学方法分析了这些接受伊马替尼治疗的临床试验患者的上皮基因表达,以更好地理解伊马替尼治疗后的肺功能反应。分析了来自10个接受伊马替尼治疗患者样本和14个接受安慰剂治疗患者样本的支气管刷检样本。我们使用个性化扰动图谱(PEEPs)在个体患者水平上表征基因表达模式。我们发现,强反应者(FEV增加超过20%的患者)独特地共享多个下调的线粒体相关途径。相比之下,弱反应者(FEV增加5 - 10%)和对伊马替尼无反应者不共享这些途径。PEEP的使用突出了其作为一种系统生物学工具的潜力,可用于开发个体水平的方法来预测需要创新疗法的人群中的疾病表型和治疗反应。这些结果支持线粒体途径在严重哮喘气流受限中的作用,并作为更大规模临床试验中的潜在治疗靶点。