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. 2012 Aug 28;62(602):e632–e638. doi: 10.3399/bjgp12X654605

Table 2.

Independent diagnostic items combined for COPD defined by panel (a), FEV1/FVC <0.7 (b), and FEV1/FVC < lower limit of normal (c) in 400 patients presenting with persistent cough

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.

a

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)).