Skip to main content
Erschienen in: Lung 6/2012

01.12.2012

Early Identification of Small Airways Disease on Lung Cancer Screening CT: Comparison of Current Air Trapping Measures

verfasst von: Onno M. Mets, Pieter Zanen, Jan-Willem J. Lammers, Ivana Isgum, Hester A. Gietema, Bram van Ginneken, Mathias Prokop, Pim A. de Jong

Erschienen in: Lung | Ausgabe 6/2012

Einloggen, um Zugang zu erhalten

Abstract

Background

Lung cancer screening CT scans might provide valuable information about air trapping as an early indicator of smoking-related lung disease. We studied which of the currently suggested measures is most suitable for detecting functionally relevant air trapping on low-dose computed tomography (CT) in a population of subjects with early-stage disease.

Methods

This study was ethically approved and informed consent was obtained. Three quantitative CT air trapping measures were compared against a functional reference standard in 427 male lung cancer screening participants. This reference standard for air trapping was derived from the residual volume over total lung capacity ratio (RV/TLC) beyond the 95th percentile of predicted. The following CT air trapping measures were compared: expiratory to inspiratory relative volume change of voxels with attenuation values between −860 and −950 Hounsfield Units (RVC−860 to −950), expiratory to inspiratory ratio of mean lung density (E/I-ratioMLD) and percentage of voxels below −856 HU in expiration (EXP−856). Receiver operating characteristic (ROC) analysis was performed and area under the ROC curve compared.

Results

Functionally relevant air trapping was present in 38 (8.9 %) participants. E/I-ratioMLD showed the largest area under the curve (0.85, 95 % CI 0.813–0.883), which was significantly larger than RVC−860 to −950 (0.703, 0.657–0.746; p < 0.001) and EXP−856 (0.798, 0.757–0.835; p = 0.002). At the optimum for sensitivity and specificity, E/I-ratioMLD yielded an accuracy of 81.5 %.

Conclusions

The expiratory to inspiratory ratio of mean lung density (E/I-ratioMLD) is most suitable for detecting air trapping on low-dose screening CT and performs significantly better than other suggested quantitative measures.
Literatur
1.
Zurück zum Zitat Aberle DR, Adams AM, Berg CD et al (2011) Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med 365:395–409PubMedCrossRef Aberle DR, Adams AM, Berg CD et al (2011) Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med 365:395–409PubMedCrossRef
2.
3.
Zurück zum Zitat Barnes PJ (2007) Chronic obstructive pulmonary disease: a growing but neglected global epidemic. PLoS Med 4:e112PubMedCrossRef Barnes PJ (2007) Chronic obstructive pulmonary disease: a growing but neglected global epidemic. PLoS Med 4:e112PubMedCrossRef
4.
Zurück zum Zitat Rabe KF, Hurd S, Anzueto A et al (2007) Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: GOLD executive summary. Am J Respir Crit Care Med 176:532–555PubMedCrossRef Rabe KF, Hurd S, Anzueto A et al (2007) Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: GOLD executive summary. Am J Respir Crit Care Med 176:532–555PubMedCrossRef
5.
Zurück zum Zitat McDonough JE, Yuan R, Suzuki M et al (2011) Small-airway obstruction and emphysema in chronic obstructive pulmonary disease. N Engl J Med 365:1567–1575PubMedCrossRef McDonough JE, Yuan R, Suzuki M et al (2011) Small-airway obstruction and emphysema in chronic obstructive pulmonary disease. N Engl J Med 365:1567–1575PubMedCrossRef
6.
Zurück zum Zitat Nakano Y, Muro S, Sakai H et al (2000) Computed tomographic measurements of airway dimensions and emphysema in smokers. Correlation with lung function. Am J Respir Crit Care Med 162:1102–1108PubMed Nakano Y, Muro S, Sakai H et al (2000) Computed tomographic measurements of airway dimensions and emphysema in smokers. Correlation with lung function. Am J Respir Crit Care Med 162:1102–1108PubMed
7.
Zurück zum Zitat Nakano Y, Wong JC, de Jong PA et al (2005) The prediction of small airway dimensions using computed tomography. Am J Respir Crit Care Med 171:142–146PubMedCrossRef Nakano Y, Wong JC, de Jong PA et al (2005) The prediction of small airway dimensions using computed tomography. Am J Respir Crit Care Med 171:142–146PubMedCrossRef
8.
Zurück zum Zitat Matsuoka S, Kurihara Y, Yagihashi K, Hoshino M, Watanabe N, Nakajima Y (2008) Quantitative assessment of air trapping in chronic obstructive pulmonary disease using inspiratory and expiratory volumetric MDCT. AJR Am J Roentgenol 190:762–769PubMedCrossRef Matsuoka S, Kurihara Y, Yagihashi K, Hoshino M, Watanabe N, Nakajima Y (2008) Quantitative assessment of air trapping in chronic obstructive pulmonary disease using inspiratory and expiratory volumetric MDCT. AJR Am J Roentgenol 190:762–769PubMedCrossRef
9.
Zurück zum Zitat Yamashiro T, Matsuoka S, Bartholmai BJ et al (2010) Collapsibility of lung volume by paired inspiratory and expiratory CT scans: correlations with lung function and mean lung density. Acad Radiol 17:489–495PubMedCrossRef Yamashiro T, Matsuoka S, Bartholmai BJ et al (2010) Collapsibility of lung volume by paired inspiratory and expiratory CT scans: correlations with lung function and mean lung density. Acad Radiol 17:489–495PubMedCrossRef
10.
Zurück zum Zitat Lee YK, Oh YM, Lee JH et al (2008) Quantitative assessment of emphysema, air trapping, and airway thickening on computed tomography. Lung 186:157–165PubMedCrossRef Lee YK, Oh YM, Lee JH et al (2008) Quantitative assessment of emphysema, air trapping, and airway thickening on computed tomography. Lung 186:157–165PubMedCrossRef
11.
Zurück zum Zitat Regan EA, Hokanson JE, Murphy JR et al (2010) Genetic epidemiology of COPD (COPDGene) study design. COPD 7:32–43PubMedCrossRef Regan EA, Hokanson JE, Murphy JR et al (2010) Genetic epidemiology of COPD (COPDGene) study design. COPD 7:32–43PubMedCrossRef
12.
Zurück zum Zitat O’Donnell RA, Peebles C, Ward JA et al (2004) Relationship between peripheral airway dysfunction, airway obstruction, and neutrophilic inflammation in COPD. Thorax 59:837–842PubMedCrossRef O’Donnell RA, Peebles C, Ward JA et al (2004) Relationship between peripheral airway dysfunction, airway obstruction, and neutrophilic inflammation in COPD. Thorax 59:837–842PubMedCrossRef
13.
Zurück zum Zitat van Iersel CA, de Koning HJ, Draisma G et al (2007) Risk-based selection from the general population in a screening trial: selection criteria, recruitment and power for the Dutch-Belgian randomised lung cancer multi-slice CT screening trial (NELSON). Int J Cancer 120:868–874PubMedCrossRef van Iersel CA, de Koning HJ, Draisma G et al (2007) Risk-based selection from the general population in a screening trial: selection criteria, recruitment and power for the Dutch-Belgian randomised lung cancer multi-slice CT screening trial (NELSON). Int J Cancer 120:868–874PubMedCrossRef
14.
Zurück zum Zitat Miller MR, Crapo R, Hankinson J et al (2005) General considerations for lung function testing. Eur Respir J 26:153–161PubMedCrossRef Miller MR, Crapo R, Hankinson J et al (2005) General considerations for lung function testing. Eur Respir J 26:153–161PubMedCrossRef
15.
Zurück zum Zitat Stocks J, Quanjer PH (1995) Reference values for residual volume, functional residual capacity and total lung capacity. ATS Workshop on Lung Volume Measurements. Official Statement of The European Respiratory Society. Eur Respir J 8:492–506PubMedCrossRef Stocks J, Quanjer PH (1995) Reference values for residual volume, functional residual capacity and total lung capacity. ATS Workshop on Lung Volume Measurements. Official Statement of The European Respiratory Society. Eur Respir J 8:492–506PubMedCrossRef
16.
Zurück zum Zitat van Rikxoort EM, de Hoop B, Viergever MA, Prokop M, van Ginneken B (2009) Automatic lung segmentation from thoracic computed tomography scans using a hybrid approach with error detection. Med Phys 36:2934–2947PubMedCrossRef van Rikxoort EM, de Hoop B, Viergever MA, Prokop M, van Ginneken B (2009) Automatic lung segmentation from thoracic computed tomography scans using a hybrid approach with error detection. Med Phys 36:2934–2947PubMedCrossRef
17.
Zurück zum Zitat Schilham AM, van Ginneken B, Gietema H, Prokop M (2006) Local noise weighted filtering for emphysema scoring of low-dose CT images. IEEE Trans Med Imaging 25:451–463PubMedCrossRef Schilham AM, van Ginneken B, Gietema H, Prokop M (2006) Local noise weighted filtering for emphysema scoring of low-dose CT images. IEEE Trans Med Imaging 25:451–463PubMedCrossRef
18.
Zurück zum Zitat Yuan R, Nagao T, Pare PD et al (2010) Quantification of lung surface area using computed tomography. Respir Res 11:153PubMedCrossRef Yuan R, Nagao T, Pare PD et al (2010) Quantification of lung surface area using computed tomography. Respir Res 11:153PubMedCrossRef
19.
Zurück zum Zitat Jain N, Covar RA, Gleason MC, Newell JD Jr, Gelfand EW, Spahn JD (2005) Quantitative computed tomography detects peripheral airway disease in asthmatic children. Pediatr Pulmonol 40:211–218PubMedCrossRef Jain N, Covar RA, Gleason MC, Newell JD Jr, Gelfand EW, Spahn JD (2005) Quantitative computed tomography detects peripheral airway disease in asthmatic children. Pediatr Pulmonol 40:211–218PubMedCrossRef
20.
Zurück zum Zitat DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845PubMedCrossRef DeLong ER, DeLong DM, Clarke-Pearson DL (1988) Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 44:837–845PubMedCrossRef
21.
Zurück zum Zitat Coxson HO, Rogers RM, Whittall KP et al (1999) A quantification of the lung surface area in emphysema using computed tomography. Am J Respir Crit Care Med 159:851–856PubMed Coxson HO, Rogers RM, Whittall KP et al (1999) A quantification of the lung surface area in emphysema using computed tomography. Am J Respir Crit Care Med 159:851–856PubMed
22.
Zurück zum Zitat Mets OM, Willemink MJ, de Kort FPL et al (2012) The effect of iterative reconstruction on computed tomography assessment of emphysema, air trapping and airway dimensions. Eur Radiol 22(10):2103–2109PubMedCrossRef Mets OM, Willemink MJ, de Kort FPL et al (2012) The effect of iterative reconstruction on computed tomography assessment of emphysema, air trapping and airway dimensions. Eur Radiol 22(10):2103–2109PubMedCrossRef
23.
Zurück zum Zitat Mets OM, Buckens CF, Zanen P et al (2011) Identification of chronic obstructive pulmonary disease in lung cancer screening computed tomographic scans. JAMA 306:1775–1781PubMedCrossRef Mets OM, Buckens CF, Zanen P et al (2011) Identification of chronic obstructive pulmonary disease in lung cancer screening computed tomographic scans. JAMA 306:1775–1781PubMedCrossRef
24.
Zurück zum Zitat Han MK, Agusti A, Calverley PM et al (2010) Chronic obstructive pulmonary disease phenotypes: the future of COPD. Am J Respir Crit Care Med 182:598–604PubMedCrossRef Han MK, Agusti A, Calverley PM et al (2010) Chronic obstructive pulmonary disease phenotypes: the future of COPD. Am J Respir Crit Care Med 182:598–604PubMedCrossRef
25.
Zurück zum Zitat Agusti A, Calverley PM, Celli B et al (2010) Characterisation of COPD heterogeneity in the ECLIPSE cohort. Respir Res 11:122PubMed Agusti A, Calverley PM, Celli B et al (2010) Characterisation of COPD heterogeneity in the ECLIPSE cohort. Respir Res 11:122PubMed
26.
Zurück zum Zitat Gierada DS, Yusen RD, Pilgram TK et al (2001) Repeatability of quantitative CT indexes of emphysema in patients evaluated for lung volume reduction surgery. Radiology 220:448–454PubMed Gierada DS, Yusen RD, Pilgram TK et al (2001) Repeatability of quantitative CT indexes of emphysema in patients evaluated for lung volume reduction surgery. Radiology 220:448–454PubMed
27.
Zurück zum Zitat Peduzzi P, Concato J, Kemper E, Holford TR, Feinstein AR (1996) A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol 49:1373–1379PubMedCrossRef Peduzzi P, Concato J, Kemper E, Holford TR, Feinstein AR (1996) A simulation study of the number of events per variable in logistic regression analysis. J Clin Epidemiol 49:1373–1379PubMedCrossRef
Metadaten
Titel
Early Identification of Small Airways Disease on Lung Cancer Screening CT: Comparison of Current Air Trapping Measures
verfasst von
Onno M. Mets
Pieter Zanen
Jan-Willem J. Lammers
Ivana Isgum
Hester A. Gietema
Bram van Ginneken
Mathias Prokop
Pim A. de Jong
Publikationsdatum
01.12.2012
Verlag
Springer-Verlag
Erschienen in
Lung / Ausgabe 6/2012
Print ISSN: 0341-2040
Elektronische ISSN: 1432-1750
DOI
https://doi.org/10.1007/s00408-012-9422-8

Weitere Artikel der Ausgabe 6/2012

Lung 6/2012 Zur Ausgabe

Leitlinien kompakt für die Innere Medizin

Mit medbee Pocketcards sicher entscheiden.

Seit 2022 gehört die medbee GmbH zum Springer Medizin Verlag

Update Innere Medizin

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.