痰液细胞因子高表达谱的聚类分析揭示了2型辅助性T细胞优势型哮喘患者的多样性。
Cluster analysis of sputum cytokine-high profiles reveals diversity in T(h)2-high asthma patients.
作者信息
Seys Sven F, Scheers Hans, Van den Brande Paul, Marijsse Gudrun, Dilissen Ellen, Van Den Bergh Annelies, Goeminne Pieter C, Hellings Peter W, Ceuppens Jan L, Dupont Lieven J, Bullens Dominique M A
机构信息
Lab of clinical immunology, Department of Microbiology and Immunology, Herestraat 49/811, 3000, Leuven, KU, Belgium.
Department of Public Health and Primary Care, Environmental Health Unit, Lab of pneumology, Leuven, KU, Belgium.
出版信息
Respir Res. 2017 Feb 23;18(1):39. doi: 10.1186/s12931-017-0524-y.
BACKGROUND
Asthma is characterized by a heterogeneous inflammatory profile and can be subdivided into T(h)2-high and T(h)2-low airway inflammation. Profiling of a broader panel of airway cytokines in large unselected patient cohorts is lacking.
METHODS
Patients (n = 205) were defined as being "cytokine-low/high" if sputum mRNA expression of a particular cytokine was outside the respective 10/90 percentile range of the control group (n = 80). Unsupervised hierarchical clustering was used to determine clusters based on sputum cytokine profiles.
RESULTS
Half of patients (n = 108; 52.6%) had a classical T(h)2-high ("IL-4-, IL-5- and/or IL-13-high") sputum cytokine profile. Unsupervised cluster analysis revealed 5 clusters. Patients with an "IL-4- and/or IL-13-high" pattern surprisingly did not cluster but were equally distributed among the 5 clusters. Patients with an "IL-5-, IL-17A-/F- and IL-25- high" profile were restricted to cluster 1 (n = 24) with increased sputum eosinophil as well as neutrophil counts and poor lung function parameters at baseline and 2 years later. Four other clusters were identified: "IL-5-high or IL-10-high" (n = 16), "IL-6-high" (n = 8), "IL-22-high" (n = 25). Cluster 5 (n = 132) consists of patients without "cytokine-high" pattern or patients with only high IL-4 and/or IL-13.
CONCLUSION
We identified 5 unique asthma molecular phenotypes by biological clustering. Type 2 cytokines cluster with non-type 2 cytokines in 4 out of 5 clusters. Unsupervised analysis thus not supports a priori type 2 versus non-type 2 molecular phenotypes. www.clinicaltrials.gov NCT01224938. Registered 18 October 2010.
背景
哮喘具有异质性炎症特征,可细分为2型辅助性T细胞(Th2)高和Th2低气道炎症。目前缺乏对大量未选择患者队列中更广泛气道细胞因子的分析。
方法
如果特定细胞因子的痰液mRNA表达超出对照组(n = 80)各自的第10/90百分位数范围,则将患者(n = 205)定义为“细胞因子低/高”。使用无监督层次聚类根据痰液细胞因子谱确定聚类。
结果
一半患者(n = 108;52.6%)具有经典的Th2高(“白细胞介素-4、白细胞介素-5和/或白细胞介素-13高”)痰液细胞因子谱。无监督聚类分析揭示了5个聚类。具有“白细胞介素-4和/或白细胞介素-13高”模式的患者出人意料地没有聚类,而是均匀分布在5个聚类中。具有“白细胞介素-5、白细胞介素-17A/F和白细胞介素-25高”谱的患者仅限于聚类1(n = 24),其痰液嗜酸性粒细胞以及中性粒细胞计数增加,且基线和2年后肺功能参数较差。另外确定了4个聚类:“白细胞介素-5高或白细胞介素-10高”(n = 16)、“白细胞介素-6高”(n = 8)、“白细胞介素-22高”(n = 25)。聚类5(n = 132)由没有“细胞因子高”模式的患者或仅白细胞介素-4和/或白细胞介素-13高的患者组成。
结论
我们通过生物学聚类确定了5种独特的哮喘分子表型。在5个聚类中的4个聚类中,2型细胞因子与非2型细胞因子聚类。因此,无监督分析不支持先验的2型与非2型分子表型。www.clinicaltrials.gov NCT01224938。于2010年10月18日注册。