Table 2.
Diagnostic item | ORa (95% CI) | P-value | beta |
---|---|---|---|
(a) COPD panel diagnosis | |||
Age (per 5 years) | 1.3 (1.2 to 1.4) | <0.001 | 0.2 |
Male sex | 1.9 (1.1 to 3.1) | 0.005 | 0.6 |
Current smoking | 2.7 (1.5 to 4.8) | <0.001 | 1.0 |
>20 pack-years smoking | 2.1 (1.2 to 3.6) | 0.003 | 0.7 |
Cardiovascular disease | 1.7 (0.9 to 3.2) | 0.04 | 0.6 |
Wheezing (symptom) | 1.9 (1.1 to 3.2) | 0.004 | 0.6 |
Wheezing on auscultation | 2.0 (1.0 to 4.0) | 0.02 | 0.7 |
Diminished breath sounds | 2.0 (1.0 to 4.1) | 0.02 | 0.7 |
Constant | –5.6 | ||
ROC areaa (95% CI) | 0.79 (0.74 to 0.83) | ||
(b) COPD FEV1/FVC < 0.7 | |||
Age (per 5 years) | 1.3 (1.2 to 1.4) | <0.001 | 0.3 |
Phlegm | 1.7 (1.0 to 2.3) | 0.07 | 0.5 |
Current smoking | 1.7 (1.0 to 2.9) | 0.05 | 0.5 |
>20 pack-years smoking | 2.2 (1.3 to 3.8) | 0.003 | 0.8 |
Cardiovascular disease | 2.0 (1.1 to 3.6) | 0.02 | 0.7 |
Wheezing (symptom) | 1.9 (1.2 to 3.1) | 0.004 | 0.6 |
Constant | –6.0 | ||
ROC areaa (95% CI) | 0.71 (0.66 to 0.76) | ||
(c) COPD FEV1/FVC < LLN | |||
Phlegm | 2.1 (1.0 to 4.2) | 0.03 | 0.7 |
Current smoking | 1.7 (0.9 to 3.0) | 0.08 | 0.5 |
>20 pack-years smoking | 1.6 (0.9 to 2.8) | 0.10 | 0.5 |
Cardiovascular disease | 2.0 (1.1 to 3.6) | 0.02 | 0.7 |
Wheezing (symptom) | 1.9 (1.1 to 3.2) | 0.01 | 0.7 |
Constant | –2.7 | ||
ROC areaa (95% CI) | 0.67 (0.61 to 0.73) |
COPD = chronic obstructive pulmonary disease. FEV1 = forced expiratory volume in 1 s. FVC = forced vital capacity. LLN = lower limit of normal. OR = multivariable odds ratio.
ORs and ROC areas adjusted for over-optimism. Example linear predictor from (a): estimated risk of COPD as panel diagnosis = 1/(1 + exp –(–5.6 + 0.2*every 5 years above 50 + 0.6*male sex + 1.0*current smoking + 0.7*>20 pack-years + 0.6*cardiovascular disease + 0.6*wheezing symptom + 0.7*wheezing on auscultation + 0.7*diminished breath sounds)).