Exhaled Breath Analysis for Lung Cancer Detection Using Ion Mobility Spectrometry

被引:97
作者
Handa, Hiroshi [1 ]
Usuba, Ayano [1 ]
Maddula, Sasidhar [2 ]
Baumbach, Joerg Ingo [3 ]
Mineshita, Masamichi [1 ]
Miyazawa, Teruomi [1 ]
机构
[1] St Marianna Univ, Sch Med, Dept Internal Med, Div Resp & Infect Dis, Kawasaki, Kanagawa, Japan
[2] BioMedicalCtr, B&S Analyt, Dortmund, Germany
[3] Reutlingen Univ, Fac Appl Chem, Reutlingen, Germany
关键词
VOLATILE ORGANIC-COMPOUNDS; CANINE SCENT DETECTION; BIOMARKERS; DIAGNOSIS; ARRAY; CONDENSATE; MUTATIONS; PROFILES; AIR;
D O I
10.1371/journal.pone.0114555
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: Conventional methods for lung cancer detection including computed tomography (CT) and bronchoscopy are expensive and invasive. Thus, there is still a need for an optimal lung cancer detection technique. Methods: The exhaled breath of 50 patients with lung cancer histologically proven by bronchoscopic biopsy samples (32 adenocarcinomas, 10 squamous cell carcinomas, 8 small cell carcinomas), were analyzed using ion mobility spectrometry (IMS) and compared with 39 healthy volunteers. As a secondary assessment, we compared adenocarcinoma patients with and without epidermal growth factor receptor (EGFR) mutation. Results: A decision tree algorithm could separate patients with lung cancer including adenocarcinoma, squamous cell carcinoma and small cell carcinoma. One hundred-fifteen separated volatile organic compound (VOC) peaks were analyzed. Peak-2 noted as n-Dodecane using the IMS database was able to separate values with a sensitivity of 70.0% and a specificity of 89.7%. Incorporating a decision tree algorithm starting with n-Dodecane, a sensitivity of 76% and specificity of 100% was achieved. Comparing VOC peaks between adenocarcinoma and healthy subjects, n-Dodecane was able to separate values with a sensitivity of 81.3% and a specificity of 89.7%. Fourteen patients positive for EGFR mutation displayed a significantly higher n-Dodecane than for the 14 patients negative for EGFR (p<0.01), with a sensitivity of 85.7% and a specificity of 78.6%. Conclusion: In this prospective study, VOC peak patterns using a decision tree algorithm were useful in the detection of lung cancer. Moreover, n-Dodecane analysis from adenocarcinoma patients might be useful to discriminate the EGFR mutation.
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页数:13
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