Table 3.
Multivariable Models Including Clinical Factors, PRS, and TRS for Moderate-to-Severe COPD and Change in FEV1
Variable | COPDGene Testing Sample |
ECLIPSE |
||||
---|---|---|---|---|---|---|
Moderate to Severe COPD |
Change in FEV1 (ml/yr) |
Change in FEV1 (ml/yr) |
||||
OR (95% CI) | P Value | β (95% CI) | P Value | β (95% CI) | P Value | |
PRS | 1.67 (1.31 to 2.13) | <0.0001 | −4.2 (−14 to 5.1) | 0.37 | 1.3 (−5.3 to 8) | 0.69 |
TRS | 3.27 (2.38 to 4.5) | <0.0001 | −17 (−28 to −6.6) | 0.002 | −8.2 (−15 to −1) | 0.025 |
Baseline FEV1, L | N/A | N/A | −24 (−38 to −9.9) | 0.0011 | −34 (−50 to −19) | 1.90 × 10−5 |
Definition of abbreviations: CI = confidence interval; COPD = chronic obstructive pulmonary disease; COPDGene = Genetic Epidemiology of COPD; ECLIPSE = Evaluation of COPD Longitudinally to Identify Predictive Surrogate End-points; N/A = not applicable; OR = odds ratio; PRS = polygenic risk score; TRS = transcriptional risk score.
Multivariable models including clinical factors (age, sex, race, pack-years of smoking, current smoking status, and baseline FEV1 [for change in FEV1]), PRS, and TRS for moderate to severe COPD and change in FEV1 (ml/yr) were constructed in the testing sample of COPDGene and replicated in ECLIPSE. Models were also adjusted for principal components of genetic ancestry. Bonferroni-adjusted significance level is 0.05/3 (2 outcomes in COPDGene, 1 outcome in ECLIPSE) = 0.017. The COPDGene testing data set included 624 individuals, of whom 209 had 5-year follow-up spirometric data. ECLIPSE included 468 individuals with microarray and follow-up FEV1 data; all of these participants had moderate to severe COPD, so replication of this outcome could not be performed.