Wake Forest School of Medicine, Center for Genomics and Personalized Medicine Research and the Section on Pulmonary, Critical Care, Allergy and Immunologic Diseases, Winston-Salem, NC.
Wake Forest School of Medicine, Center for Genomics and Personalized Medicine Research and the Section on Pulmonary, Critical Care, Allergy and Immunologic Diseases, Winston-Salem, NC.
J Allergy Clin Immunol. 2014 Jun;133(6):1557-63.e5. doi: 10.1016/j.jaci.2013.10.011. Epub 2013 Dec 9.
Clinical cluster analysis from the Severe Asthma Research Program (SARP) identified 5 asthma subphenotypes that represent the severity spectrum of early-onset allergic asthma, late-onset severe asthma, and severe asthma with chronic obstructive pulmonary disease characteristics. Analysis of induced sputum from a subset of SARP subjects showed 4 sputum inflammatory cellular patterns. Subjects with concurrent increases in eosinophil (≥2%) and neutrophil (≥40%) percentages had characteristics of very severe asthma.
To better understand interactions between inflammation and clinical subphenotypes, we integrated inflammatory cellular measures and clinical variables in a new cluster analysis.
Participants in SARP who underwent sputum induction at 3 clinical sites were included in this analysis (n = 423). Fifteen variables, including clinical characteristics and blood and sputum inflammatory cell assessments, were selected using factor analysis for unsupervised cluster analysis.
Four phenotypic clusters were identified. Cluster A (n = 132) and B (n = 127) subjects had mild-to-moderate early-onset allergic asthma with paucigranulocytic or eosinophilic sputum inflammatory cell patterns. In contrast, these inflammatory patterns were present in only 7% of cluster C (n = 117) and D (n = 47) subjects who had moderate-to-severe asthma with frequent health care use despite treatment with high doses of inhaled or oral corticosteroids and, in cluster D, reduced lung function. The majority of these subjects (>83%) had sputum neutrophilia either alone or with concurrent sputum eosinophilia. Baseline lung function and sputum neutrophil percentages were the most important variables determining cluster assignment.
This multivariate approach identified 4 asthma subphenotypes representing the severity spectrum from mild-to-moderate allergic asthma with minimal or eosinophil-predominant sputum inflammation to moderate-to-severe asthma with neutrophil-predominant or mixed granulocytic inflammation.
严重哮喘研究计划(SARP)的临床聚类分析确定了 5 种哮喘亚表型,代表了早发性过敏性哮喘、晚发性重症哮喘和具有慢性阻塞性肺疾病特征的重症哮喘的严重程度谱。对 SARP 受试者亚组的诱导痰进行分析显示,有 4 种痰炎症细胞模式。同时伴有嗜酸性粒细胞(≥2%)和中性粒细胞(≥40%)百分比增加的患者具有非常严重哮喘的特征。
为了更好地了解炎症与临床亚表型之间的相互作用,我们在新的聚类分析中整合了炎症细胞测量和临床变量。
本分析纳入了在 SARP 中在 3 个临床地点进行诱导痰的参与者(n=423)。使用因子分析选择了 15 个变量,包括临床特征以及血液和痰炎症细胞评估,用于非监督聚类分析。
确定了 4 个表型聚类。聚类 A(n=132)和 B(n=127)患者的早发性过敏性哮喘为轻至中度,痰炎症细胞模式为少粒细胞或嗜酸性粒细胞。相比之下,仅有 7%的聚类 C(n=117)和 D(n=47)患者存在这些炎症模式,这些患者有中重度哮喘,尽管接受了高剂量吸入或口服皮质激素治疗,但仍频繁就医,且在聚类 D 中肺功能降低。这些患者中的大多数(>83%)存在痰中性粒细胞增多,无论是单独存在还是与同时存在的痰嗜酸性粒细胞增多。基线肺功能和痰中性粒细胞百分比是确定聚类归属的最重要变量。
这种多变量方法确定了 4 种哮喘亚表型,代表了从轻度至中度过敏性哮喘(痰炎症最小或以嗜酸性粒细胞为主)到中重度哮喘(以中性粒细胞为主或混合粒细胞炎症)的严重程度谱。