An electronic nose discriminates exhaled breath of patients with untreated pulmonary sarcoidosis from controls

被引:34
作者
Dragonieri, Silvano [1 ,2 ]
Brinkman, Paul [1 ]
Mouw, Evert [1 ]
Zwinderman, Aeilko H. [3 ]
Carratu, Pierluigi [2 ]
Resta, Onofrio [2 ]
Sterk, Peter J. [1 ]
Jonkers, Rene E. [1 ]
机构
[1] Univ Amsterdam, Dept Resp Med, Amsterdam, Netherlands
[2] Univ Bari, Dept Resp Dis, I-70100 Bari, Italy
[3] Univ Amsterdam, Dept Clin Epidemiol & Bioinformat, Amsterdam, Netherlands
关键词
Biomarkers; Pulmonary sarcoidosis; Electronic nose; Exhaled breath; Volatile organic compounds; LUNG-CANCER; DIAGNOSIS; VAPOR; MESOTHELIOMA; PNEUMONIA; ARRAY;
D O I
10.1016/j.rmed.2013.03.011
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Background: Sarcoidosis is a systemic granulomatous disease of unknown cause that affects the lungs in over 90% of cases. Breath analysis by electronic nose technology provides exhaled molecular profiles that have potential in the diagnosis of several respiratory diseases. Objectives: We hypothesized that exhaled molecular profiling may distinguish well-characterized patients with sarcoidosis from controls. To that end we performed electronic nose measurements in untreated and treated sarcoidosis patients and in healthy controls. Methods: 31 sarcoidosis patients (11 patients with untreated pulmonary sarcoidosis [age: 48.4 +/- 9.0], 20 patients with treated pulmonary sarcoidosis [age: 49.7 +/- 7.9]) and 25 healthy controls (age: 39.6 +/- 14.1) participated in a cross-sectional study. Exhaled breath was collected twice using a Tedlar bag by a standardized method. Both bags were then sampled by an electronic nose (Cyranose C320), resulting in duplicate data. Statistical analysis on sensor responses was performed off-line by principal components (PC) analyses, discriminant analysis and ROC curves. Results: Breathprints from patients with untreated pulmonary sarcoidosis were discriminated from healthy controls (CVA: 83.3%; AUC 0.825). Repeated measurements confirmed those results. Patients with untreated and treated sarcoidosis could be less well discriminated (CVA 74.2%), whereas the treated sarcoidosis group was undistinguishable from controls (CVA 66.7%) Conclusion: Untreated patients with active sarcoidosis can be discriminated from healthy controls. This suggests that exhaled breath analysis has potential for diagnosis and/or monitoring of sarcoidosis. (C) 2013 Elsevier Ltd. All rights reserved.
引用
收藏
页码:1073 / 1078
页数:6
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