Relationships Between Airflow Obstruction and Quantitative CT Measurements of Emphysema, Air Trapping, and Airways in Subjects With and Without Chronic Obstructive Pulmonary Disease

被引:252
作者
Schroeder, Joyce D. [1 ]
McKenzie, Alexander S. [1 ]
Zach, Jordan A. [1 ]
Wilson, Carla G. [2 ]
Curran-Everett, Douglas [2 ]
Stinson, Douglas S. [1 ]
Newell, John D., Jr. [3 ]
Lynch, David A. [1 ]
机构
[1] Natl Jewish Hlth, Dept Radiol, Denver, CO 80206 USA
[2] Natl Jewish Hlth, Div Biostat & Bioinformat, Denver, CO 80206 USA
[3] Univ Iowa Hosp & Clin, Dept Radiol, Iowa City, IA 52242 USA
基金
美国国家卫生研究院;
关键词
air trapping; airway measurements; chronic obstructive pulmonary disease; emphysema; quantitative CT; COMPUTED-TOMOGRAPHY; OBJECTIVE QUANTIFICATION; LUNG; DIMENSIONS; SEGMENTATION; COPD;
D O I
10.2214/AJR.12.10102
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
OBJECTIVE. This study evaluates the relationships between quantitative CT (QCT) and spirometric measurements of disease severity in cigarette smokers with and without chronic obstructive pulmonary disease (COPD). MATERIALS AND METHODS. Inspiratory and expiratory CT scans of 4062 subjects in the Genetic Epidemiology of COPD (COPDGene) Study were evaluated. Measures examined included emphysema, defined as the percentage of low-attenuation areas <= -950 HU on inspiratory CT, which we refer to as "LAA-950(I)"; air trapping, defined as the percentage of low-attenuation areas <= -856 HU on expiratory CT, which we refer to as "LAA-856(E)"; and the inner diameter, inner and outer areas, wall area, airway wall thickness, and square root of the wall area of a hypothetical airway of 10-mm internal perimeter of segmental and sub-segmental airways. Correlations were determined between spirometry and several QCT measures using statistics software (SAS, version 9.2). RESULTS. QCT measurements of low-attenuation areas correlate strongly and significantly (p < 0.0001) with spirometry. The correlation between LAA-856(E) and forced expiratory volume in 1 second (FEV1) and the ratio of FEV1 to forced vital capacity (FVC) (r = -0.77 and -0.84, respectively) is stronger than the correlation between LAA-950(I) and FEV1 and FEV1/FVC (r = -0.67 and r = -0.76). Inspiratory and expiratory volume changes decreased with increasing disease severity, as measured by the Global Initiative for Chronic Obstructive Pulmonary Disease (GOLD) staging system (p < 0.0001). When airway variables were included with low-attenuation area measures in a multiple regression model, the model accounted for a statistically greater proportion of variation in FEV1 and FEV1/FVC (R-2 = 0.72 and 0.77, respectively). Airway measurements alone are less correlated with spirometric measures of FEV1 (r = 0.15 to -0.44) and FEV1/FVC (r = 0.19 to -0.34). CONCLUSION. QCT measurements are strongly associated with spirometric results showing impairment in smokers. LAA-856(E) strongly correlates with physiologic measurements of airway obstruction. Airway measurements can be used concurrently with QCT measures of low-attenuation areas to accurately predict lung function.
引用
收藏
页码:W460 / W470
页数:11
相关论文
共 42 条
  • [1] [Anonymous], 1993, An introduction to the bootstrap
  • [2] Assessment of lung volumes in pulmonary emphysema using multidetector helical CT: comparison with pulmonary function tests
    Arakawa, A
    Yamashita, Y
    Nakayama, Y
    Kadota, M
    Korogi, H
    Kawano, O
    Matsumoto, M
    Takahashi, M
    [J]. COMPUTERIZED MEDICAL IMAGING AND GRAPHICS, 2001, 25 (05) : 399 - 404
  • [3] Pulmonary emphysema: Subjective visual grading versus objective quantification with macroscopic morphometry and thin-section CT densitometry
    Bankier, AA
    De Maertelaer, V
    Keyzer, C
    Gevenois, PA
    [J]. RADIOLOGY, 1999, 211 (03) : 851 - 858
  • [4] Data sets for the qualification of volumetric CT as a quantitative imaging biomarker in lung cancer
    Buckler, A. J.
    Schwartz, L. H.
    Petrick, N.
    McNitt-Gray, M.
    Zhao, B.
    Fenimore, C.
    Reeves, A. P.
    Mozley, P. D.
    Avila, R. S.
    [J]. OPTICS EXPRESS, 2010, 18 (14): : 15267 - 15282
  • [5] A Multivariate Analysis of Risk Factors for the Air-Trapping Asthmatic Phenotype as Measured by Quantitative CT Analysis
    Busacker, Ashley
    Newell, John D., Jr.
    Keefe, Thomas
    Hoffman, Eric A.
    Granroth, Janice Cook
    Castro, Mario
    Fain, Sean
    Wenzel, Sally
    [J]. CHEST, 2009, 135 (01) : 48 - 56
  • [6] Advanced emphysema in African-American and white patients - Do differences exist?
    Chatila, Wissam M.
    Hoffman, Eric A.
    Gaughan, John
    Robinswood, G. Blake
    Criner, Gerard J.
    [J]. CHEST, 2006, 130 (01) : 108 - 118
  • [7] Coxson Harvey O, 2008, Proc Am Thorac Soc, V5, P940, DOI 10.1513/pats.200806-057QC
  • [8] A quantification of the lung surface area in emphysema using computed tomography
    Coxson, HO
    Rogers, RM
    Whittall, KP
    D'Yachkova, Y
    Paré, PD
    Sciurba, FC
    Hogg, JC
    [J]. AMERICAN JOURNAL OF RESPIRATORY AND CRITICAL CARE MEDICINE, 1999, 159 (03) : 851 - 856
  • [9] QUANTITATIVE CHEST COMPUTED-TOMOGRAPHY AS A MEANS OF PREDICTING EXERCISE PERFORMANCE IN SEVERE EMPHYSEMA
    CRAUSMAN, RS
    FERGUSON, G
    IRVIN, CG
    MAKE, B
    NEWELL, JD
    [J]. ACADEMIC RADIOLOGY, 1995, 2 (06) : 463 - 469
  • [10] Explorations in statistics: the bootstrap
    Curran-Everett, Douglas
    [J]. ADVANCES IN PHYSIOLOGY EDUCATION, 2009, 33 (04) : 286 - 292