Priority Research Centre for Healthy Lungs, Faculty of Health and Medicine, University of Newcastle, Newcastle, New South Wales, Australia.
Data Science Institute, Imperial College London, London, UK.
Respirology. 2022 Sep;27(9):730-738. doi: 10.1111/resp.14302. Epub 2022 Jun 7.
Severe asthma (SA) is a heterogeneous disease. Transcriptomic analysis contributes to the understanding of pathogenesis necessary for developing new therapies. We sought to identify and validate mechanistic pathways of SA across two independent cohorts.
Transcriptomic profiles from U-BIOPRED and Australian NOVocastrian Asthma cohorts were examined and grouped into SA, mild/moderate asthma (MMA) and healthy controls (HCs). Differentially expressed genes (DEGs), canonical pathways and gene sets were identified as central to SA mechanisms if they were significant across both cohorts in either endobronchial biopsies or induced sputum.
Thirty-six DEGs and four pathways were shared across cohorts linking to tissue remodelling/repair in biopsies of SA patients, including SUMOylation, NRF2 pathway and oxidative stress pathways. MMA presented a similar profile to HCs. Induced sputum demonstrated IL18R1 as a shared DEG in SA compared with healthy subjects. We identified enrichment of gene sets related to corticosteroid treatment; immune-related mechanisms; activation of CD4 T cells, mast cells and IL18R1; and airway remodelling in SA.
Our results identified differentially expressed pathways that highlight the role of CD4 T cells, mast cells and pathways linked to ongoing airway remodelling, such as IL18R1, SUMOylation and NRF2 pathways, as likely active mechanisms in the pathogenesis of SA.
严重哮喘(SA)是一种异质性疾病。转录组分析有助于理解发病机制,从而开发新的治疗方法。我们试图在两个独立的队列中识别和验证 SA 的机制途径。
检查 U-BIOPRED 和澳大利亚 NOVocastrian 哮喘队列的转录组谱,并将其分为 SA、轻度/中度哮喘(MMA)和健康对照(HC)。如果在支气管活检或诱导痰中,这些差异表达基因(DEGs)、经典途径和基因集在两个队列中都具有显著性,则被认为是 SA 机制的核心。
36 个 DEGs 和 4 条途径在两个队列中共享,与 SA 患者的组织重塑/修复有关,包括 SUMOylation、NRF2 途径和氧化应激途径。MMA 与 HCs 具有相似的特征。与健康受试者相比,诱导痰显示 SA 中存在 IL18R1 这一共有的 DEG。我们确定了与皮质类固醇治疗、免疫相关机制、CD4 T 细胞、肥大细胞和 IL18R1 激活以及气道重塑相关的基因集在 SA 中富集。
我们的结果确定了差异表达的途径,强调了 CD4 T 细胞、肥大细胞以及与持续气道重塑相关的途径(如 IL18R1、SUMOylation 和 NRF2 途径)在 SA 发病机制中的可能作用机制。