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Table 1 Models for expression association with outcomes of interest

From: RNA-sequencing across three matched tissues reveals shared and tissue-specific gene expression and pathway signatures of COPD

Phenotype category

Variable of interest

Model

Lung function

COPD case-control

EXP ~ COPD + age + sex + race + pack-years + smoking + RIN + SVs

FEV1% predicted

EXP ~ FEV1.PP + age + sex + race + pack-years + smoking + RIN + SVs

FEV1/FVC

EXP ~ FEV1FVC + age + sex + race + pack-years + smoking + RIN + SVs

Smoking

pack-years

EXP ~ pack-years + age + sex + race + RIN + SVs

Smoking status

EXP ~ smoking + age + sex + race + RIN + SVs

Emphysema

pctEmph

EXP ~ pctEmph + age + sex + race + BMI + pack-years + smoking + RIN + SVs

perc15

EXP ~ perc15 + age + sex + race + BMI + pack-years + smoking + RIN + SVs

adj_density

EXP ~ adj_density + age + sex + race + BMI + pack-years + smoking + RIN + SVs

Airway disease

Pi10

EXP ~ Pi10 + age + sex + race + pack-years + smoking + RIN + SVs

AWT

EXP ~ AWT + age + sex + race + pack-years + smoking + RIN + SVs

WallAreaPct

EXP ~ WallAreaPct + age + sex + race + pack-years + smoking + RIN + SVs

Models for peripheral blood also included: WBC, and the percentages of neutrophils, lymphocytes, monocytes and eosinophils

smoking (ordinal variable): 0 non-smoker, 1 former smoker, 2 current smoker

  1. Abbreviations: SVs = surrogate variables; FEV1 = forced expiratory volume in 1 s; FVC = forced vital capacity; pctEmph = % emphysema; perc15 = 15th percentile of lung density histogram; adj_density = adjusted lung density, sponge model adjustment; Pi10 = SRWA-Pi10 = square root wall area of a hypothetical airway with 10 mm internal perimeter; AWT = airway wall thickness; WallAreaPct = wall area percent; EXP = gene expression values; WBC = white blood cell count