Skip to main content
Top
Published in: Respiratory Research 1/2013

Open Access 01-12-2013 | Research

Paired inspiratory-expiratory chest CT scans to assess for small airways disease in COPD

Authors: Craig P Hersh, George R Washko, Raúl San José Estépar, Sharon Lutz, Paul J Friedman, MeiLan K Han, John E Hokanson, Philip F Judy, David A Lynch, Barry J Make, Nathaniel Marchetti, John D Newell Jr, Frank C Sciurba, James D Crapo, Edwin K Silverman, The COPDGene Investigators

Published in: Respiratory Research | Issue 1/2013

Login to get access

Abstract

Background

Gas trapping quantified on chest CT scans has been proposed as a surrogate for small airway disease in COPD. We sought to determine if measurements using paired inspiratory and expiratory CT scans may be better able to separate gas trapping due to emphysema from gas trapping due to small airway disease.

Methods

Smokers with and without COPD from the COPDGene Study underwent inspiratory and expiratory chest CT scans. Emphysema was quantified by the percent of lung with attenuation < −950HU on inspiratory CT. Four gas trapping measures were defined: (1) Exp−856, the percent of lung < −856HU on expiratory imaging; (2) E/I MLA, the ratio of expiratory to inspiratory mean lung attenuation; (3) RVC856-950, the difference between expiratory and inspiratory lung volumes with attenuation between −856 and −950 HU; and (4) Residuals from the regression of Exp−856 on percent emphysema.

Results

In 8517 subjects with complete data, Exp−856 was highly correlated with emphysema. The measures based on paired inspiratory and expiratory CT scans were less strongly correlated with emphysema. Exp−856, E/I MLA and RVC856-950 were predictive of spirometry, exercise capacity and quality of life in all subjects and in subjects without emphysema. In subjects with severe emphysema, E/I MLA and RVC856-950 showed the highest correlations with clinical variables.

Conclusions

Quantitative measures based on paired inspiratory and expiratory chest CT scans can be used as markers of small airway disease in smokers with and without COPD, but this will require that future studies acquire both inspiratory and expiratory CT scans.
Appendix
Available only for authorised users
Literature
1.
go back to reference Hogg JC, Macklem PT, Thurlbeck WM: Site and nature of airway obstruction in chronic obstructive lung disease. N Engl J Med. 1968, 278 (25): 1355-1360. 10.1056/NEJM196806202782501.PubMedCrossRef Hogg JC, Macklem PT, Thurlbeck WM: Site and nature of airway obstruction in chronic obstructive lung disease. N Engl J Med. 1968, 278 (25): 1355-1360. 10.1056/NEJM196806202782501.PubMedCrossRef
2.
go back to reference Han MK, Agusti A, Calverley PM, Celli BR, Criner G, Curtis JL, Fabbri LM, Goldin JG, Jones PW, Macnee W, Make BJ, Rabe KF, Rennard SI, Sciurba FC, Silverman EK, Vestbo J, Washko GR, Wouters EF, Martinez FJ: Chronic obstructive pulmonary disease phenotypes: the future of COPD. Am J Respir Crit Care Med. 2010, 182 (5): 598-604. 10.1164/rccm.200912-1843CC.PubMedCrossRef Han MK, Agusti A, Calverley PM, Celli BR, Criner G, Curtis JL, Fabbri LM, Goldin JG, Jones PW, Macnee W, Make BJ, Rabe KF, Rennard SI, Sciurba FC, Silverman EK, Vestbo J, Washko GR, Wouters EF, Martinez FJ: Chronic obstructive pulmonary disease phenotypes: the future of COPD. Am J Respir Crit Care Med. 2010, 182 (5): 598-604. 10.1164/rccm.200912-1843CC.PubMedCrossRef
3.
go back to reference Aberle DR, Adams AM, Berg CD, Black WC, Clapp JD, Fagerstrom RM, Gareen IF, Gatsonis C, Marcus PM, Sicks JD: Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med. 2011, 365 (5): 395-409.PubMedCrossRef Aberle DR, Adams AM, Berg CD, Black WC, Clapp JD, Fagerstrom RM, Gareen IF, Gatsonis C, Marcus PM, Sicks JD: Reduced lung-cancer mortality with low-dose computed tomographic screening. N Engl J Med. 2011, 365 (5): 395-409.PubMedCrossRef
4.
go back to reference Busacker A, Newell JD, Keefe T, Hoffman EA, Granroth JC, Castro M, Fain S, Wenzel S: A multivariate analysis of risk factors for the air-trapping asthmatic phenotype as measured by quantitative CT analysis. Chest. 2009, 135 (1): 48-56. 10.1378/chest.08-0049.PubMedPubMedCentralCrossRef Busacker A, Newell JD, Keefe T, Hoffman EA, Granroth JC, Castro M, Fain S, Wenzel S: A multivariate analysis of risk factors for the air-trapping asthmatic phenotype as measured by quantitative CT analysis. Chest. 2009, 135 (1): 48-56. 10.1378/chest.08-0049.PubMedPubMedCentralCrossRef
5.
go back to reference Eda S, Kubo K, Fujimoto K, Matsuzawa Y, Sekiguchi M, Sakai F: The relations between expiratory chest CT using helical CT and pulmonary function tests in emphysema. Am J Respir Crit Care Med. 1997, 155 (4): 1290-1294. 10.1164/ajrccm.155.4.9105069.PubMedCrossRef Eda S, Kubo K, Fujimoto K, Matsuzawa Y, Sekiguchi M, Sakai F: The relations between expiratory chest CT using helical CT and pulmonary function tests in emphysema. Am J Respir Crit Care Med. 1997, 155 (4): 1290-1294. 10.1164/ajrccm.155.4.9105069.PubMedCrossRef
6.
go back to reference Kubo K, Eda S, Yamamoto H, Fujimoto K, Matsuzawa Y, Maruyama Y, Hasegawa M, Sone S, Sakai F: Expiratory and inspiratory chest computed tomography and pulmonary function tests in cigarette smokers. Eur Respir J. 1999, 13 (2): 252-256. 10.1034/j.1399-3003.1999.13b06.x.PubMedCrossRef Kubo K, Eda S, Yamamoto H, Fujimoto K, Matsuzawa Y, Maruyama Y, Hasegawa M, Sone S, Sakai F: Expiratory and inspiratory chest computed tomography and pulmonary function tests in cigarette smokers. Eur Respir J. 1999, 13 (2): 252-256. 10.1034/j.1399-3003.1999.13b06.x.PubMedCrossRef
7.
go back to reference Lee YK, Oh YM, Lee JH, Kim EK, Kim N, Seo JB, Lee SD: Quantitative assessment of emphysema, air trapping, and airway thickening on computed tomography. Lung. 2008, 186 (3): 157-165. 10.1007/s00408-008-9071-0.PubMedCrossRef Lee YK, Oh YM, Lee JH, Kim EK, Kim N, Seo JB, Lee SD: Quantitative assessment of emphysema, air trapping, and airway thickening on computed tomography. Lung. 2008, 186 (3): 157-165. 10.1007/s00408-008-9071-0.PubMedCrossRef
8.
go back to reference Matsuoka S, Kurihara Y, Yagihashi K, Hoshino M, Watanabe N, Nakajima Y: Quantitative assessment of air trapping in chronic obstructive pulmonary disease using inspiratory and expiratory volumetric MDCT. AJR Am J Roentgenol. 2008, 190 (3): 762-769. 10.2214/AJR.07.2820.PubMedCrossRef Matsuoka S, Kurihara Y, Yagihashi K, Hoshino M, Watanabe N, Nakajima Y: Quantitative assessment of air trapping in chronic obstructive pulmonary disease using inspiratory and expiratory volumetric MDCT. AJR Am J Roentgenol. 2008, 190 (3): 762-769. 10.2214/AJR.07.2820.PubMedCrossRef
9.
go back to reference Mets OM, Murphy K, Zanen P, Gietema HA, Lammers JW, van Ginneken B, Prokop M, de Jong PA: The relationship between lung function impairment and quantitative computed tomography in chronic obstructive pulmonary disease. Eur Radiol. 2012, 22 (1): 120-128. 10.1007/s00330-011-2237-9.PubMedPubMedCentralCrossRef Mets OM, Murphy K, Zanen P, Gietema HA, Lammers JW, van Ginneken B, Prokop M, de Jong PA: The relationship between lung function impairment and quantitative computed tomography in chronic obstructive pulmonary disease. Eur Radiol. 2012, 22 (1): 120-128. 10.1007/s00330-011-2237-9.PubMedPubMedCentralCrossRef
10.
go back to reference O’Donnell RA, Peebles C, Ward JA, Daraker A, Angco G, Broberg P, Pierrou S, Lund J, Holgate ST, Davies DE, Delany DJ, Wilson SJ, Djukanovic R: Relationship between peripheral airway dysfunction, airway obstruction, and neutrophilic inflammation in COPD. Thorax. 2004, 59 (10): 837-842. 10.1136/thx.2003.019349.PubMedPubMedCentralCrossRef O’Donnell RA, Peebles C, Ward JA, Daraker A, Angco G, Broberg P, Pierrou S, Lund J, Holgate ST, Davies DE, Delany DJ, Wilson SJ, Djukanovic R: Relationship between peripheral airway dysfunction, airway obstruction, and neutrophilic inflammation in COPD. Thorax. 2004, 59 (10): 837-842. 10.1136/thx.2003.019349.PubMedPubMedCentralCrossRef
11.
go back to reference Mets OM, Buckens CF, Zanen P, Isgum I, van Ginneken B, Prokop M, Gietema HA, Lammers JW, Vliegenthart R, Oudkerk M, van Klaveren RJ, de Koning HJ, Mali WP, de Jong PA: Identification of chronic obstructive pulmonary disease in lung cancer screening computed tomographic scans. JAMA. 2011, 306 (16): 1775-1781. 10.1001/jama.2011.1531.PubMedCrossRef Mets OM, Buckens CF, Zanen P, Isgum I, van Ginneken B, Prokop M, Gietema HA, Lammers JW, Vliegenthart R, Oudkerk M, van Klaveren RJ, de Koning HJ, Mali WP, de Jong PA: Identification of chronic obstructive pulmonary disease in lung cancer screening computed tomographic scans. JAMA. 2011, 306 (16): 1775-1781. 10.1001/jama.2011.1531.PubMedCrossRef
12.
go back to reference Regan EA, Hokanson JE, Murphy JR, Make B, Lynch DA, Beaty TH, Curran-Everett D, Silverman EK, Crapo JD: Genetic epidemiology of COPD (COPDGene) study design. COPD. 2010, 7 (1): 32-43. 10.3109/15412550903499522.PubMedPubMedCentralCrossRef Regan EA, Hokanson JE, Murphy JR, Make B, Lynch DA, Beaty TH, Curran-Everett D, Silverman EK, Crapo JD: Genetic epidemiology of COPD (COPDGene) study design. COPD. 2010, 7 (1): 32-43. 10.3109/15412550903499522.PubMedPubMedCentralCrossRef
13.
go back to reference Mahler DA, Wells CK: Evaluation of clinical methods for rating dyspnea. Chest. 1988, 93 (3): 580-586. 10.1378/chest.93.3.580.PubMedCrossRef Mahler DA, Wells CK: Evaluation of clinical methods for rating dyspnea. Chest. 1988, 93 (3): 580-586. 10.1378/chest.93.3.580.PubMedCrossRef
14.
go back to reference Jones PW, Quirk FH, Baveystock CM, Littlejohns P: A self-complete measure of health status for chronic airflow limitation. The St. George’s respiratory questionnaire. Am Rev Respir Dis. 1992, 145 (6): 1321-1327. 10.1164/ajrccm/145.6.1321.PubMedCrossRef Jones PW, Quirk FH, Baveystock CM, Littlejohns P: A self-complete measure of health status for chronic airflow limitation. The St. George’s respiratory questionnaire. Am Rev Respir Dis. 1992, 145 (6): 1321-1327. 10.1164/ajrccm/145.6.1321.PubMedCrossRef
15.
go back to reference Rabe KF, Hurd S, Anzueto A, Barnes PJ, Buist SA, Calverley P, Fukuchi Y, Jenkins C, Rodriguez-Roisin R, van Weel C, Zielinski J: Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: GOLD executive summary. Am J Respir Crit Care Med. 2007, 176 (6): 532-555. 10.1164/rccm.200703-456SO.PubMedCrossRef Rabe KF, Hurd S, Anzueto A, Barnes PJ, Buist SA, Calverley P, Fukuchi Y, Jenkins C, Rodriguez-Roisin R, van Weel C, Zielinski J: Global strategy for the diagnosis, management, and prevention of chronic obstructive pulmonary disease: GOLD executive summary. Am J Respir Crit Care Med. 2007, 176 (6): 532-555. 10.1164/rccm.200703-456SO.PubMedCrossRef
16.
go back to reference Brusasco V: Spirometric definition of COPD: exercise in futility or factual debate?. Thorax. 2012, 67 (7): 569-570. 10.1136/thoraxjnl-2012-201720.PubMedCrossRef Brusasco V: Spirometric definition of COPD: exercise in futility or factual debate?. Thorax. 2012, 67 (7): 569-570. 10.1136/thoraxjnl-2012-201720.PubMedCrossRef
17.
go back to reference Estepar RS, Washko GG, Silverman EK, Reilly JJ, Kikinis R, Westin CF: Accurate airway wall estimation using phase congruency. Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv. 2006, 9 (Pt 2): 125-134. Estepar RS, Washko GG, Silverman EK, Reilly JJ, Kikinis R, Westin CF: Accurate airway wall estimation using phase congruency. Med Image Comput Comput Assist Interv Int Conf Med Image Comput Comput Assist Interv. 2006, 9 (Pt 2): 125-134.
18.
go back to reference Hersh CP, Washko GR, Jacobson FL, Gill R, Estepar RS, Reilly JJ, Silverman EK: Interobserver variability in the determination of upper lobe-predominant emphysema. Chest. 2007, 131 (2): 424-431. 10.1378/chest.06-1040.PubMedCrossRef Hersh CP, Washko GR, Jacobson FL, Gill R, Estepar RS, Reilly JJ, Silverman EK: Interobserver variability in the determination of upper lobe-predominant emphysema. Chest. 2007, 131 (2): 424-431. 10.1378/chest.06-1040.PubMedCrossRef
19.
go back to reference Gevenois PA, De Vuyst P, de Maertelaer V, Zanen J, Jacobovitz D, Cosio MG, Yernault JC: Comparison of computed density and microscopic morphometry in pulmonary emphysema. Am J Respir Crit Care Med. 1996, 154 (1): 187-192. 10.1164/ajrccm.154.1.8680679.PubMedCrossRef Gevenois PA, De Vuyst P, de Maertelaer V, Zanen J, Jacobovitz D, Cosio MG, Yernault JC: Comparison of computed density and microscopic morphometry in pulmonary emphysema. Am J Respir Crit Care Med. 1996, 154 (1): 187-192. 10.1164/ajrccm.154.1.8680679.PubMedCrossRef
20.
go back to reference Nakano Y, Wong JC, de Jong PA, Buzatu L, Nagao T, Coxson HO, Elliott WM, Hogg JC, Pare PD: The prediction of small airway dimensions using computed tomography. Am J Respir Crit Care Med. 2005, 171 (2): 142-146. 10.1164/rccm.200407-874OC.PubMedCrossRef Nakano Y, Wong JC, de Jong PA, Buzatu L, Nagao T, Coxson HO, Elliott WM, Hogg JC, Pare PD: The prediction of small airway dimensions using computed tomography. Am J Respir Crit Care Med. 2005, 171 (2): 142-146. 10.1164/rccm.200407-874OC.PubMedCrossRef
21.
go back to reference Hersh CP, Hokanson JE, Lynch DA, Washko GR, Make BJ, Crapo JD, Silverman EK: Family history is a risk factor for COPD. Chest. 2011, 140 (2): 343-350. 10.1378/chest.10-2761.PubMedPubMedCentralCrossRef Hersh CP, Hokanson JE, Lynch DA, Washko GR, Make BJ, Crapo JD, Silverman EK: Family history is a risk factor for COPD. Chest. 2011, 140 (2): 343-350. 10.1378/chest.10-2761.PubMedPubMedCentralCrossRef
22.
go back to reference Kim DK, Jacobson FL, Washko GR, Casaburi R, Make BJ, Crapo JD, Silverman EK, Hersh CP: Clinical and radiographic correlates of hypoxemia and oxygen therapy in the COPDGene study. Respir Med. 2011, 105 (8): 1211-1221. 10.1016/j.rmed.2011.02.015.PubMedPubMedCentralCrossRef Kim DK, Jacobson FL, Washko GR, Casaburi R, Make BJ, Crapo JD, Silverman EK, Hersh CP: Clinical and radiographic correlates of hypoxemia and oxygen therapy in the COPDGene study. Respir Med. 2011, 105 (8): 1211-1221. 10.1016/j.rmed.2011.02.015.PubMedPubMedCentralCrossRef
23.
go back to reference Rambod M, Porszasz J, Make BJ, Crapo JD, Casaburi R: Six-minute walk distance predictors, including CT scan measures, in the COPDGene cohort. Chest. 2012, 141 (4): 867-875. 10.1378/chest.11-0870.PubMedPubMedCentralCrossRef Rambod M, Porszasz J, Make BJ, Crapo JD, Casaburi R: Six-minute walk distance predictors, including CT scan measures, in the COPDGene cohort. Chest. 2012, 141 (4): 867-875. 10.1378/chest.11-0870.PubMedPubMedCentralCrossRef
24.
go back to reference Shaker SB, Stavngaard T, Laursen LC, Stoel BC, Dirksen A: Rapid fall in lung density following smoking cessation in COPD. COPD. 2011, 8 (1): 2-7. 10.3109/15412555.2010.541306.PubMedCrossRef Shaker SB, Stavngaard T, Laursen LC, Stoel BC, Dirksen A: Rapid fall in lung density following smoking cessation in COPD. COPD. 2011, 8 (1): 2-7. 10.3109/15412555.2010.541306.PubMedCrossRef
25.
go back to reference Washko GR, Hunninghake GM, Fernandez IE, Nishino M, Okajima Y, Yamashiro T, Ross JC, Estepar RS, Lynch DA, Brehm JM, Andriole KP, Diaz AA, Khorasani R, D’Aco K, Sciurba FC, Silverman EK, Hatabu H, Rosas IO: Lung volumes and emphysema in smokers with interstitial lung abnormalities. N Engl J Med. 2011, 364 (10): 897-906. 10.1056/NEJMoa1007285.PubMedPubMedCentralCrossRef Washko GR, Hunninghake GM, Fernandez IE, Nishino M, Okajima Y, Yamashiro T, Ross JC, Estepar RS, Lynch DA, Brehm JM, Andriole KP, Diaz AA, Khorasani R, D’Aco K, Sciurba FC, Silverman EK, Hatabu H, Rosas IO: Lung volumes and emphysema in smokers with interstitial lung abnormalities. N Engl J Med. 2011, 364 (10): 897-906. 10.1056/NEJMoa1007285.PubMedPubMedCentralCrossRef
26.
go back to reference Wan ES, Hokanson JE, Murphy JR, Regan EA, Make BJ, Lynch DA, Crapo JD, Silverman EK: Clinical and radiographic predictors of GOLD-unclassified smokers in the COPDGene study. Am J Respir Crit Care Med. 2011, 184 (1): 57-63. 10.1164/rccm.201101-0021OC.PubMedPubMedCentralCrossRef Wan ES, Hokanson JE, Murphy JR, Regan EA, Make BJ, Lynch DA, Crapo JD, Silverman EK: Clinical and radiographic predictors of GOLD-unclassified smokers in the COPDGene study. Am J Respir Crit Care Med. 2011, 184 (1): 57-63. 10.1164/rccm.201101-0021OC.PubMedPubMedCentralCrossRef
27.
go back to reference Newman KB, Lynch DA, Newman LS, Ellegood D, Newell JD: Quantitative computed tomography detects air trapping due to asthma. Chest. 1994, 106 (1): 105-109. 10.1378/chest.106.1.105.PubMedCrossRef Newman KB, Lynch DA, Newman LS, Ellegood D, Newell JD: Quantitative computed tomography detects air trapping due to asthma. Chest. 1994, 106 (1): 105-109. 10.1378/chest.106.1.105.PubMedCrossRef
28.
go back to reference Dame Carroll JR, Chandra A, Jones AS, Berend N, Magnussen JS, King GG: Airway dimensions measured from micro-computed tomography and high-resolution computed tomography. Eur Respir J. 2006, 28 (4): 712-720. 10.1183/09031936.06.00012405.PubMedCrossRef Dame Carroll JR, Chandra A, Jones AS, Berend N, Magnussen JS, King GG: Airway dimensions measured from micro-computed tomography and high-resolution computed tomography. Eur Respir J. 2006, 28 (4): 712-720. 10.1183/09031936.06.00012405.PubMedCrossRef
29.
go back to reference Han MK, Kazerooni EA, Lynch DA, Liu LX, Murray S, Curtis JL, Criner GJ, Kim V, Bowler RP, Hanania NA, Anzueto AR, Make BJ, Hokanson JE, Crapo JD, Silverman EK, Martinez FJ, Washko GR: Chronic obstructive pulmonary disease exacerbations in the COPDGene study: associated radiologic phenotypes. Radiology. 2011, 261 (1): 274-282. 10.1148/radiol.11110173.PubMedPubMedCentralCrossRef Han MK, Kazerooni EA, Lynch DA, Liu LX, Murray S, Curtis JL, Criner GJ, Kim V, Bowler RP, Hanania NA, Anzueto AR, Make BJ, Hokanson JE, Crapo JD, Silverman EK, Martinez FJ, Washko GR: Chronic obstructive pulmonary disease exacerbations in the COPDGene study: associated radiologic phenotypes. Radiology. 2011, 261 (1): 274-282. 10.1148/radiol.11110173.PubMedPubMedCentralCrossRef
30.
go back to reference Kim V, Han MK, Vance GB, Make BJ, Newell JD, Hokanson JE, Hersh CP, Stinson D, Silverman EK, Criner GJ: The chronic bronchitic phenotype of COPD: an analysis of the COPDGene Study. Chest. 2011, 140 (3): 626-633. 10.1378/chest.10-2948.PubMedPubMedCentralCrossRef Kim V, Han MK, Vance GB, Make BJ, Newell JD, Hokanson JE, Hersh CP, Stinson D, Silverman EK, Criner GJ: The chronic bronchitic phenotype of COPD: an analysis of the COPDGene Study. Chest. 2011, 140 (3): 626-633. 10.1378/chest.10-2948.PubMedPubMedCentralCrossRef
31.
go back to reference Diaz AA, Come CE, Ross JC, San Jose Estepar R, Han MK, Loring SH, Silverman EK, Washko GR: Association between airway caliber changes with lung inflation and emphysema assessed by volumetric CT scan in subjects with COPD. Chest. 2012, 141 (3): 736-744. 10.1378/chest.11-1026.PubMedPubMedCentralCrossRef Diaz AA, Come CE, Ross JC, San Jose Estepar R, Han MK, Loring SH, Silverman EK, Washko GR: Association between airway caliber changes with lung inflation and emphysema assessed by volumetric CT scan in subjects with COPD. Chest. 2012, 141 (3): 736-744. 10.1378/chest.11-1026.PubMedPubMedCentralCrossRef
32.
go back to reference Martinez CH, Chen YH, Westgate PM, Liu LX, Murray S, Curtis JL, Make BJ, Kazerooni EA, Lynch DA, Marchetti N, Washko GR, Martinez FJ, Han MK: Relationship between quantitative CT metrics and health status and BODE in chronic obstructive pulmonary disease. Thorax. 2012, 67 (5): 399-406. 10.1136/thoraxjnl-2011-201185.PubMedPubMedCentralCrossRef Martinez CH, Chen YH, Westgate PM, Liu LX, Murray S, Curtis JL, Make BJ, Kazerooni EA, Lynch DA, Marchetti N, Washko GR, Martinez FJ, Han MK: Relationship between quantitative CT metrics and health status and BODE in chronic obstructive pulmonary disease. Thorax. 2012, 67 (5): 399-406. 10.1136/thoraxjnl-2011-201185.PubMedPubMedCentralCrossRef
33.
go back to reference Vestbo J, Anderson W, Coxson HO, Crim C, Dawber F, Edwards L, Hagan G, Knobil K, Lomas DA, MacNee W, Silverman EK, Tal-Singer R: Evaluation of COPD longitudinally to identify predictive surrogate End-points (ECLIPSE). Eur Respir J. 2008, 31 (4): 869-873. 10.1183/09031936.00111707.PubMedCrossRef Vestbo J, Anderson W, Coxson HO, Crim C, Dawber F, Edwards L, Hagan G, Knobil K, Lomas DA, MacNee W, Silverman EK, Tal-Singer R: Evaluation of COPD longitudinally to identify predictive surrogate End-points (ECLIPSE). Eur Respir J. 2008, 31 (4): 869-873. 10.1183/09031936.00111707.PubMedCrossRef
34.
go back to reference Silverman EK, Vestbo J, Agusti A, Anderson W, Bakke PS, Barnes KC, Barr RG, Bleecker ER, Boezen HM, Burkart KM, Celli BR, Cho MH, Cookson WO, Croxton T, Daley D, DeMeo DL, Gan W, Garcia-Aymerich J, Hall IP, Hansel NN, Hersh CP, Kalsheker N, Kiley JP, Kim WJ, Lambrechts D, Lee SD, Litonjua AA, Lomas DA, London SJ, Nishimura M: Opportunities and challenges in the genetics of COPD 2010: an international COPD genetics conference report. COPD. 2011, 8 (2): 121-135. 10.3109/15412555.2011.558864.PubMedPubMedCentralCrossRef Silverman EK, Vestbo J, Agusti A, Anderson W, Bakke PS, Barnes KC, Barr RG, Bleecker ER, Boezen HM, Burkart KM, Celli BR, Cho MH, Cookson WO, Croxton T, Daley D, DeMeo DL, Gan W, Garcia-Aymerich J, Hall IP, Hansel NN, Hersh CP, Kalsheker N, Kiley JP, Kim WJ, Lambrechts D, Lee SD, Litonjua AA, Lomas DA, London SJ, Nishimura M: Opportunities and challenges in the genetics of COPD 2010: an international COPD genetics conference report. COPD. 2011, 8 (2): 121-135. 10.3109/15412555.2011.558864.PubMedPubMedCentralCrossRef
Metadata
Title
Paired inspiratory-expiratory chest CT scans to assess for small airways disease in COPD
Authors
Craig P Hersh
George R Washko
Raúl San José Estépar
Sharon Lutz
Paul J Friedman
MeiLan K Han
John E Hokanson
Philip F Judy
David A Lynch
Barry J Make
Nathaniel Marchetti
John D Newell Jr
Frank C Sciurba
James D Crapo
Edwin K Silverman
The COPDGene Investigators
Publication date
01-12-2013
Publisher
BioMed Central
Published in
Respiratory Research / Issue 1/2013
Electronic ISSN: 1465-993X
DOI
https://doi.org/10.1186/1465-9921-14-42

Other articles of this Issue 1/2013

Respiratory Research 1/2013 Go to the issue
Live Webinar | 27-06-2024 | 18:00 (CEST)

Keynote webinar | Spotlight on medication adherence

Live: Thursday 27th June 2024, 18:00-19:30 (CEST)

WHO estimates that half of all patients worldwide are non-adherent to their prescribed medication. The consequences of poor adherence can be catastrophic, on both the individual and population level.

Join our expert panel to discover why you need to understand the drivers of non-adherence in your patients, and how you can optimize medication adherence in your clinics to drastically improve patient outcomes.

Prof. Kevin Dolgin
Prof. Florian Limbourg
Prof. Anoop Chauhan
Developed by: Springer Medicine
Obesity Clinical Trial Summary

At a glance: The STEP trials

A round-up of the STEP phase 3 clinical trials evaluating semaglutide for weight loss in people with overweight or obesity.

Developed by: Springer Medicine

Highlights from the ACC 2024 Congress

Year in Review: Pediatric cardiology

Watch Dr. Anne Marie Valente present the last year's highlights in pediatric and congenital heart disease in the official ACC.24 Year in Review session.

Year in Review: Pulmonary vascular disease

The last year's highlights in pulmonary vascular disease are presented by Dr. Jane Leopold in this official video from ACC.24.

Year in Review: Valvular heart disease

Watch Prof. William Zoghbi present the last year's highlights in valvular heart disease from the official ACC.24 Year in Review session.

Year in Review: Heart failure and cardiomyopathies

Watch this official video from ACC.24. Dr. Biykem Bozkurt discusses last year's major advances in heart failure and cardiomyopathies.