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Table 6 Regression models for lung function, exercise capacity and symptoms in subjects with severe emphysema

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

A. Linear regression for FEV1 (L)

 

Exp−856

E/I MLA

RVC856-950

Independent variables

β*

p-value

β*

p-value

β*

p-value

% emphysema (Insp−950)

0.01

0.5

−0.08

< 0.0001

−0.01

0.3

Gas Trapping variable†

−0.46

< 0.0001

−0.43

< 0.0001

−0.46

< 0.0001

Model fit statistics

R2

0.63

0.68

0.67

B. Linear regression for FEV1/FVC

 

Exp−856

E/I MLA

RVC856-950

Independent variables

β*

p-value

β*

p-value

β*

p-value

% emphysema (Insp−950)

−0.01

0.004

−0.03

< 0.0001

−0.02

< 0.0001

Gas Trapping variable†

−0.08

< 0.0001

−0.07

< 0.0001

−0.07

< 0.0001

Model fit statistics

R2

0.52

0.52

0.49

C. Linear regression for FEF25-75

 

Exp−856

E/I MLA

RVC856-950

Independent variables

β*

p-value

β*

p-value

β*

p-value

% emphysema (Insp−950)

0.01

0.3

−0.04

0.0001

−0.004

0.7

Gas Trapping variable†

−0.24

< 0.0001

−0.23

< 0.0001

−0.24

< 0.0001

Model fit statistics

R2

0.46

0.50

0.49

D. Linear regression for 6-minute walk distance (ft).

 

Exp−856

E/I MLA

RVC856-950

Independent variables

β*

p-value

β*

p-value

β*

p-value

% emphysema (Insp−950)

−66.6

< 0.0001

−51.7

< 0.0001

−46.6

0.0002

Gas Trapping variable†

41.4

0.01

−3.4

0.8

−22.4

0.2

Model fit statistics

R2

0.41

0.41

0.41

E. Linear regression for SGRQ Total score.

 

Exp−856

E/I MLA

RVC856-950

Independent variables

β*

p-value

β*

p-value

β*

p-value

% emphysema (Insp−950)

0.9

0.2

0.9

0.1

0.1

0.8

Gas Trapping variable†

1.1

0.2

3.0

0.0001

4.4

< 0.0001

Model fit statistics

R2

0.34

0.35

0.36

  1. All models are adjusted for age, sex, race, clinical center, current smoking status, pack-years of smoking, height, weight, Siemens 64 scanner. Models for 6-minute walk distance (D) and SGRQ score (E) were additionally adjusted for FEV1% predicted.
  2. *Independent variables standardized to mean = 0 and SD = 1. β = change in dependent variable, e.g. FEV1 (L), for each SD change in independent variable.
  3. †Either Exp−856, E/I mean lung attenuation ratio, or RVC856-950.