Channing Division of Network Medicine and.
Division of Pulmonary and Critical Care Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, Massachusetts.
Am J Respir Crit Care Med. 2022 Feb 1;205(3):288-299. doi: 10.1164/rccm.202105-1268OC.
Current guidelines do not sufficiently capture the heterogeneous nature of asthma; a more detailed molecular classification is needed. Metabolomics represents a novel and compelling approach to derive asthma endotypes (i.e., subtypes defined by functional and/or pathobiological mechanisms). To validate metabolomic-driven endotypes of asthma and explore their underlying biology. In the Genetics of Asthma in Costa Rica Study (GACRS), untargeted metabolomic profiling, similarity network fusion, and spectral clustering was used to identify metabo-endotypes of asthma, and differences in asthma-relevant phenotypes across these metabo-endotypes were explored. The metabo-endotypes were recapitulated in the Childhood Asthma Management Program (CAMP), and clinical differences were determined. Metabolomic drivers of metabo-endotype membership were investigated by meta-analyzing findings from GACRS and CAMP. Five metabo-endotypes were identified in GACRS with significant differences in asthma-relevant phenotypes, including prebronchodilator (p-ANOVA = 8.3 × 10) and postbronchodilator (p-ANOVA = 1.8 × 10) FEV/FVC. These differences were validated in the recapitulated metabo-endotypes in CAMP. Cholesterol esters, trigylcerides, and fatty acids were among the most important drivers of metabo-endotype membership. The findings suggest dysregulation of pulmonary surfactant homeostasis may play a role in asthma severity. Clinically meaningful endotypes may be derived and validated using metabolomic data. Interrogating the drivers of these metabo-endotypes has the potential to help understand their pathophysiology.
现行指南没有充分捕捉哮喘的异质性;需要更详细的分子分类。代谢组学代表了一种新颖而有吸引力的方法,可以得出哮喘的内型(即通过功能和/或病理生物学机制定义的亚型)。为了验证代谢组学驱动的哮喘内型并探索其潜在生物学机制。在哥斯达黎加哮喘遗传学研究(GACRS)中,使用非靶向代谢组学分析、相似网络融合和谱聚类来识别哮喘的代谢内型,并探讨这些代谢内型在哮喘相关表型上的差异。在儿童哮喘管理计划(CAMP)中重现了这些代谢内型,并确定了临床差异。通过对 GACRS 和 CAMP 研究结果进行荟萃分析,研究了代谢内型成员的代谢组学驱动因素。在 GACRS 中鉴定了五种代谢内型,这些内型在哮喘相关表型上存在显著差异,包括支气管扩张剂前(p-ANOVA=8.3×10)和支气管扩张剂后(p-ANOVA=1.8×10)FEV/FVC。这些差异在 CAMP 中重现的代谢内型中得到了验证。胆固醇酯、甘油三酯和脂肪酸是影响代谢内型成员的最重要因素之一。这些发现表明肺表面活性剂稳态的失调可能在哮喘严重程度中起作用。使用代谢组学数据可以得出和验证具有临床意义的内型。研究这些代谢内型的驱动因素有可能帮助我们了解其病理生理学。