Table 2.
Factor Loadings for a 5-Factor Model Based on the Combined Data Set (n = 8,157), Genetic Epidemiology of Chronic Obstructive Pulmonary Disease Study, United States, 2008–2011
Variable | Emphysema Disease Axis | Airway Disease Axis | Gas Trapping | CT Intensity Variability | TLC and FRC | Proportion of Variance Explaineda |
---|---|---|---|---|---|---|
Pulmonary function | ||||||
FEV1/FVC | −0.63b | −0.61b | −0.23 | 0.12 | 0.05 | 0.83 |
FEV1% predictedc | −0.41 | −0.89b | −0.1 | 0.03 | −0.08 | 0.98 |
FVC% predictedc | −0.06 | −0.82b | 0.06 | −0.05 | −0.19 | 0.72 |
Peak expiratory flow | −0.4 | −0.7b | −0.19 | 0.08 | 0.16 | 0.72 |
Forced expiratory flow 25%–75% | −0.51b | −0.7b | −0.22 | 0.07 | 0.11 | 0.81 |
TLC (predicted-race adjusted) | −0.04 | −0.08 | −0.03 | 0.01 | 0.95b | 0.9 |
FRC (predicted-race adjusted) | 0.05 | −0.02 | 0.04 | 0.03 | 0.94b | 0.88 |
Inspiratory CT | ||||||
Less than −856 HU | 0.86b | −0.18 | 0.03 | −0.44 | 0.01 | 0.96 |
Less than −910 HU | 0.96b | −0.05 | 0.11 | −0.2 | 0 | 0.98 |
Less than −950 HU | 0.96b | 0.08 | 0.18 | 0.1 | 0 | 0.96 |
Inspiration histogram, 15th percentile | −0.94b | −0.01 | −0.12 | 0.19 | 0.01 | 0.93 |
Emphysema, lower one-third, % | 0.92b | 0.04 | 0.12 | 0.02 | 0.05 | 0.87 |
Emphysema, upper one-third, % | 0.91b | 0.09 | 0.19 | 0.15 | −0.04 | 0.89 |
Inspiration intensity, mean | −0.88b | 0.06 | −0.06 | 0.41 | −0.01 | 0.94 |
Inspiration intensity, SD | −0.03 | 0.26 | 0.12 | 0.66b | −0.01 | 0.52 |
Exp/insp attenuation ratio | 0.31 | 0.41 | 0.81b | −0.24 | −0.01 | 0.99 |
Expiratory CT | ||||||
Less than −910 HU | 0.75b | 0.33 | 0.54b | 0.15 | 0.03 | 0.98 |
Less than −950 HU | 0.73b | 0.33 | 0.48 | 0.3 | 0.04 | 0.97 |
Gas trapping, % | 0.68b | 0.23 | 0.65b | −0.05 | 0.03 | 0.95 |
Expiration histogram, 15th percentile | −0.66b | −0.25 | −0.58b | 0.1 | −0.01 | 0.84 |
Expiration intensity, mean | −0.62b | −0.27 | −0.64b | 0.36 | 0 | 0.99 |
Expiration intensity, SD | 0.1 | −0.1 | −0.19 | 0.82b | 0.05 | 0.74 |
Airway measurements | ||||||
Wall area, % segmental | −0.07 | 0.57b | 0.13 | 0.07 | −0.08 | 0.36 |
Pi 10 | −0.16 | 0.51b | 0.13 | 0.16 | −0.1 | 0.34 |
Pi 15 | −0.21 | 0.51b | 0.1 | 0.14 | −0.02 | 0.33 |
BMI | −0.26 | 0.07 | −0.13 | 0.50b | 0.01 | 0.33 |
Proportion of variance explained | 0.37 | 0.17 | 0.1 | 0.09 | 0.07 | |
Cumulative variance explained | 0.37 | 0.53 | 0.64 | 0.72 | 0.8 |
Abbreviations; BMI, body mass index; CT, computed tomography; Exp, expiration; FEV1/FVC, ratio of forced expiratory volume at 1 second to forced vital capacity; FEV1%, percentage of forced expiratory volume at 1 second; FRC, functional residual capacity; FVC%, percentage of forced vital capacity; HU, Hounsfield unit; Insp, inspiration; Pi 10, airway wall thickness at an internal perimeter of 10 mm; Pi 15, airway wall thickness at an internal perimeter of 15 mm ; SD, standard deviation; TLC, total lung capacity.
a Proportion of variance in the row variable explained by the 5 factors.
b Factors loading ≥│0.5│.
c Based on Third National Health and Nutrition Examination Survey reference values (9).