Sputum gene expression signature of 6 biomarkers discriminates asthma inflammatory phenotypes

被引:185
作者
Baines, Katherine J. [1 ,2 ]
Simpson, Jodie L. [1 ,2 ]
Wood, Lisa G. [1 ,2 ]
Scott, Rodney J. [3 ]
Fibbens, Naomi L. [1 ,2 ]
Powell, Heather [1 ,2 ]
Cowan, Douglas C.
Taylor, D. Robin
Cowan, Jan O. [4 ]
Gibson, Peter G. [1 ,2 ,4 ]
机构
[1] Univ Newcastle, Hunter Med Res Inst, Prior Res Ctr Asthma & Resp Dis, New Lambton Hts, Australia
[2] John Hunter Hosp, Dept Resp & Sleep Med, New Lambton Hts, Australia
[3] Univ Newcastle, Hunter Med Res Inst, Prior Res Ctr Informat Based Med, New Lambton Hts, Australia
[4] Univ Otago, Dunedin Sch Med, Dunedin, New Zealand
基金
澳大利亚国家健康与医学研究理事会; 英国医学研究理事会;
关键词
Asthma; inflammatory phenotypes; gene expression; induced sputum; neutrophils; eosinophils; LEYDEN CRYSTAL PROTEIN; NEUTROPHILS; GALECTIN-10; ACTIVATION; SUBTYPES; CELLS; TRIAL;
D O I
10.1016/j.jaci.2013.12.1091
中图分类号
R392 [医学免疫学];
学科分类号
100108 [医学免疫学];
摘要
Background: Airway inflammation is associated with asthma exacerbation risk, treatment response, and disease mechanisms. Objective: This study aimed to identify and validate a sputum gene expression signature that discriminates asthma inflammatory phenotypes. Methods: An asthma phenotype biomarker discovery study generated gene expression profiles from induced sputum of 47 asthmatic patients. A clinical validation study (n = 59 asthmatic patients) confirmed differential expression of key genes. A 6-gene signature was identified and evaluated for reproducibility (n = 30 asthmatic patients and n = 20 control subjects) and prediction of inhaled corticosteroid (ICS) response (n = 71 asthmatic patients). Receiver operating characteristic curves were calculated, and area under the curve (AUC) values were reported. Results: From 277 differentially expressed genes between asthma inflammatory phenotypes, we identified 23 genes that showed highly significant differential expression in both the discovery and validation populations. A signature of 6 genes, including Charcot-Leydon crystal protein (CLC); carboxypeptidase A3 (CPA3); deoxyribonuclease I-like 3 (DNASE1L3); IL-1 beta (IL1B); alkaline phosphatase, tissue-nonspecific isozyme (ALPL); and chemokine (C-X-C motif) receptor 2 (CXCR2), was reproducible and could significantly (P<.0001) discriminate eosinophilic asthma from other phenotypes, including patients with noneosinophilic asthma (AUC, 89.6%), paucigranulocytic asthma (AUC, 92.6%), or neutrophilic asthma (AUC, 91.4%) and healthy control subjects (AUC, 97.6%), as well as discriminating patients with neutrophilic asthma from those with paucigranulocytic asthma (AUC, 85.7%) and healthy control subjects (AUC, 90.8). The 6-gene signature predicted ICS response (>12% change in FEV1; AUC, 91.5%). ICS treatment reduced the expression of CLC, CPA3, and DNASE1L3 in patients with eosinophilic asthma. Conclusions: A sputum gene expression signature of 6 biomarkers reproducibly and significantly discriminates inflammatory phenotypes of asthma and predicts ICS treatment response. This signature has the potential to become a useful diagnostic tool to assist in the clinical diagnosis and management of asthma.
引用
收藏
页码:997 / 1007
页数:11
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