The smell of lung disease: a review of the current status of electronic nose technology

被引:52
作者
van der Sar, I. G. [1 ]
Wijbenga, N. [1 ]
Nakshbandi, G. [1 ]
Aerts, J. G. J. V. [1 ]
Manintveld, O. C. [2 ]
Wijsenbeek, M. S. [1 ]
Hellemons, M. E. [1 ]
Moor, C. C. [1 ]
机构
[1] Univ Med Ctr, Erasmus MC, Dept Resp Med, Rotterdam, Netherlands
[2] Univ Med Ctr, Erasmus MC, Dept Cardiol, Rotterdam, Netherlands
关键词
Electronic nose; Breath analysis; Respiratory medicine; Personalised medicine; Machine learning; Sensor technology; VENTILATOR-ASSOCIATED PNEUMONIA; AIRWAY BACTERIAL-COLONIZATION; VOLATILE COMPOUND PATTERNS; OBSTRUCTIVE SLEEP-APNEA; EXHALED-BREATH; CANCER; DISCRIMINATION; TUBERCULOSIS; COPD; DIAGNOSIS;
D O I
10.1186/s12931-021-01835-4
中图分类号
R56 [呼吸系及胸部疾病];
学科分类号
摘要
There is a need for timely, accurate diagnosis, and personalised management in lung diseases. Exhaled breath reflects inflammatory and metabolic processes in the human body, especially in the lungs. The analysis of exhaled breath using electronic nose (eNose) technology has gained increasing attention in the past years. This technique has great potential to be used in clinical practice as a real-time non-invasive diagnostic tool, and for monitoring disease course and therapeutic effects. To date, multiple eNoses have been developed and evaluated in clinical studies across a wide spectrum of lung diseases, mainly for diagnostic purposes. Heterogeneity in study design, analysis techniques, and differences between eNose devices currently hamper generalization and comparison of study results. Moreover, many pilot studies have been performed, while validation and implementation studies are scarce. These studies are needed before implementation in clinical practice can be realised. This review summarises the technical aspects of available eNose devices and the available evidence for clinical application of eNose technology in different lung diseases. Furthermore, recommendations for future research to pave the way for clinical implementation of eNose technology are provided.
引用
收藏
页数:22
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