Non-invasive Breath Analysis of Pulmonary Nodules

被引:165
作者
Peled, Nir [3 ,4 ]
Hakim, Meggie [1 ,2 ]
Bunn, Paul A., Jr. [5 ]
Miller, York E. [6 ]
Kennedy, Timothy C. [6 ]
Mattei, Jane [5 ]
Mitchell, John D. [7 ]
Hirsch, Fred R. [8 ]
Haick, Hossam [1 ,2 ]
机构
[1] Technion Israel Inst Technol, Dept Chem Engn, IL-32000 Haifa, Israel
[2] Technion Israel Inst Technol, Russell Berrie Nanotechnol Inst, IL-32000 Haifa, Israel
[3] Tel Aviv Univ, Sheba Med Ctr, Thorac Canc Res & Detect Ctr, IL-69978 Tel Aviv, Israel
[4] UC Denver, Univ Colorado Canc Ctr, Div Med Oncol, Dept Pathol & Med, Aurora, CO 80045 USA
[5] UC Denver, Univ Colorado Canc Ctr, Dept Med, Div Med Oncol, Aurora, CO 80045 USA
[6] UC Denver, Univ Colorado Canc Ctr, Dept Pulm Sci & Crit Care Med, Dept Med, Aurora, CO 80045 USA
[7] Univ Colorado, Sch Med, Dept Cardiothorac Surg, Aurora, CO USA
[8] Univ Colorado, Sch Med, Div Med Oncol, Dept Pathol & Med, Aurora, CO USA
关键词
Lung cancer; Pulmonary nodules; Diagnosis; Breath; Nanoarray; VOLATILE ORGANIC-COMPOUNDS; POLYCYCLIC AROMATIC-HYDROCARBONS; LUNG-CANCER BIOMARKERS; EXHALED BREATH; CARBON NANOTUBES; DISCRIMINATION; DIAGNOSIS; BILAYERS; MARKERS; ARRAY;
D O I
10.1097/JTO.0b013e3182637d5f
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Introduction: The search for non-invasive diagnostic methods of lung cancer (LC) has led to new avenues of research, including the exploration of the exhaled breath. Previous studies have shown that LC can, in principle, be detected through exhaled-breath analysis. This study evaluated the potential of exhaled-breath analysis for the distinction of benign and malignant pulmonary nodules (PNs). Methods: Breath samples were taken from 72 patients with PNs in a prospective trial. Profiles of volatile organic compounds were determined by (1) gas chromatography/mass spectrometry (GCMS) combined with solid-phase microextraction and (2) a chemical nanoarray. Results: Fifty-three PNs were malignant and 19 were benign with similar smoking histories and comorbidities. Nodule size (mean +/- SD) was 2.7 +/- 1.7 versus 1.6 +/- 1.3 cm (p = 0.004), respectively. Within the malignant group, 47 were non-small-cell lung cancer and six were small-cell lung cancer. Thirty patients had early-stage disease and 23 had advanced disease. Gas chromatography/mass spectrometry analysis identified a significantly higher concentration of 1-octene in the breath of LC, and the nanoarray distinguished significantly between benign versus malignant PNs (p < 0.0001; accuracy 88 +/- 3%), between adeno- and squamous-cell carcinomas (p < 0.0001; 88 +/- 3%) and between early stage and advanced disease (p < 0.0001; 88 +/- 2%). Conclusions: In this pilot study, breath analysis discriminated benign from malignant PNs in a high-risk cohort based on LC-related volatile organic compound profiles. Furthermore, it discriminated adenoand squamous-cell carcinoma and between early versus advanced disease. Further studies are required to validate this noninvasive approach, using a larger cohort of patients with PNs detected by computed tomography.
引用
收藏
页码:1528 / 1533
页数:6
相关论文
共 30 条
[1]   Reduced Lung-Cancer Mortality with Low-Dose Computed Tomographic Screening [J].
Aberle, Denise R. ;
Adams, Amanda M. ;
Berg, Christine D. ;
Black, William C. ;
Clapp, Jonathan D. ;
Fagerstrom, Richard M. ;
Gareen, Ilana F. ;
Gatsonis, Constantine ;
Marcus, Pamela M. ;
Sicks, JoRean D. .
NEW ENGLAND JOURNAL OF MEDICINE, 2011, 365 (05) :395-409
[2]   Analysis of exhaled breath for screening of lung cancer patients [J].
Amann A. ;
Ligor M. ;
Ligor T. ;
Bajtarevic A. ;
Ager C. ;
Pienz M. ;
Denz H. ;
Fiegl M. ;
Hilbe W. ;
Weiss W. ;
Lukas P. ;
Jamnig H. ;
Hackl M. ;
Haidenberger A. ;
Sponring A. ;
Filipiak W. ;
Miekisch W. ;
Schubert J. ;
Troppmair J. ;
Buszewski B. .
memo - Magazine of European Medical Oncology, 2010, 3 (3) :106-112
[3]  
Amann A, 2011, EXPERT REV MOL DIAGN, V11, P207, DOI [10.1586/ERM.10.112, 10.1586/erm.10.112]
[4]   Classification of lung cancer histology by gold nanoparticle sensors [J].
Barash, Orna ;
Peled, Nir ;
Tisch, Ulrike ;
Bunn, Paul A., Jr. ;
Hirsch, Fred R. ;
Haick, Hossam .
NANOMEDICINE-NANOTECHNOLOGY BIOLOGY AND MEDICINE, 2012, 8 (05) :580-589
[5]   Sniffing the Unique "Odor Print" of Non-Small-Cell Lung Cancer with Gold Nanoparticles [J].
Barash, Orna ;
Peled, Nir ;
Hirsch, Fred R. ;
Haick, Hossam .
SMALL, 2009, 5 (22) :2618-2624
[6]  
Brereton R.G., 1990, Chemometrics: Application of Mathematics and Statistics to Laboratory Systems
[7]   Are We Finally Winning the War on Cancer? [J].
Cutler, David M. .
JOURNAL OF ECONOMIC PERSPECTIVES, 2008, 22 (04) :3-26
[8]   Mono layer-Capped Cubic Platinum Nanoparticles for Sensing Nonpolar Analytes in Highly Humid Atmospheres [J].
Dovgolevsky, Ekaterina ;
Konvalina, Gady ;
Tisch, Ulrike ;
Haick, Hossam .
JOURNAL OF PHYSICAL CHEMISTRY C, 2010, 114 (33) :14042-14049
[9]   An electronic nose in the discrimination of patients with non-small cell lung cancer and COPD [J].
Dragonieri, Silvano ;
Annema, Jouke T. ;
Schot, Robert ;
van der Schee, Marc P. C. ;
Spanevello, Antonio ;
Carratu, Pierluigi ;
Resta, Onofrio ;
Rabe, Klaus F. ;
Sterk, Peter J. .
LUNG CANCER, 2009, 64 (02) :166-170
[10]   Diagnosis of head-and-neck cancer from exhaled breath [J].
Hakim, M. ;
Billan, S. ;
Tisch, U. ;
Peng, G. ;
Dvrokind, I. ;
Marom, O. ;
Abdah-Bortnyak, R. ;
Kuten, A. ;
Haick, H. .
BRITISH JOURNAL OF CANCER, 2011, 104 (10) :1649-1655