Kim Byung-Keun, Lee Hyun-Seung, Lee Suh-Young, Park Heung-Woo
Department of Internal Medicine, Korea University College of Medicine, Seoul, South Korea.
Institute of Allergy and Clinical Immunology, Seoul National University Medical Research Center, Seoul, South Korea.
Front Med (Lausanne). 2021 Mar 18;8:652824. doi: 10.3389/fmed.2021.652824. eCollection 2021.
Gene regulatory networks address how transcription factors (TFs) and their regulatory roles in gene expression determine the responsiveness to anti-asthma therapy. The purpose of this study was to assess gene regulatory networks of adult patients with asthma who showed good or poor lung function improvements in response to inhaled corticosteroids (ICSs). A total of 47 patients with asthma were recruited and classified as good responders (GRs) and poor responders (PRs) based on their responses to ICSs. Genome-wide gene expression was measured using peripheral blood mononuclear cells obtained in a stable state. We used Passing Attributes between Networks for Data Assimilations to construct the gene regulatory networks associated with GRs and PRs to ICSs. We identified the top-10 TFs that showed large differences in high-confidence edges between the GR and PR aggregate networks. These top-10 TFs and their differentially-connected genes in the PR and GR aggregate networks were significantly enriched in distinct biological pathways, such as TGF-β signaling, cell cycle, and IL-4 and IL-13 signaling pathways. We identified multiple TFs and related biological pathways influencing ICS responses in asthma. Our results provide potential targets to overcome insensitivity to corticosteroids in patients with asthma.
基因调控网络研究转录因子(TFs)及其在基因表达中的调控作用如何决定对抗哮喘治疗的反应性。本研究旨在评估成年哮喘患者的基因调控网络,这些患者对吸入性糖皮质激素(ICSs)的肺功能改善情况良好或较差。共招募了47例哮喘患者,并根据他们对ICSs的反应分为良好反应者(GRs)和不良反应者(PRs)。使用稳定状态下获取的外周血单个核细胞测量全基因组基因表达。我们使用网络间数据同化的传递属性来构建与ICSs的GRs和PRs相关的基因调控网络。我们确定了在GR和PR聚合网络的高置信度边中显示出巨大差异的前10个TFs。这些前10个TFs及其在PR和GR聚合网络中的差异连接基因在不同的生物学途径中显著富集,如TGF-β信号通路、细胞周期以及IL-4和IL-13信号通路。我们确定了多个影响哮喘患者ICS反应的TFs和相关生物学途径。我们的结果为克服哮喘患者对糖皮质激素不敏感提供了潜在靶点。